From 2604f08a72a1c0386704ee1f6f9990de446d9089 Mon Sep 17 00:00:00 2001
From: Emir Karabeg <emirkarabeg@berkeley.edu>
Date: Tue, 1 Sep 2026 17:25:47 -0700
Subject: [PATCH 01/76] feat(search): add Sim Search mode, connectors tab, and
 cited sources

- Build/Search mode switcher in the chat composer; Search mode swaps the
  suggested actions for Connect Sim Search rows that open the OAuth modal
- Search tab beside Integrations and Skills: a personally scoped catalog
  of knowledge-base connectors with connect-in-place rows and a
  connected-credential page without sharing or members
- <source> special tag contract: inline citation chips at the citation
  point plus a scrolling, right-faded sources strip under the reply
- chip `shape` variant so a fully round chip is chip chrome, not a class
  override
- keep the connector catalog out of the workflow editor's module graph
  and record the new routes in the boundary baseline
---
 .../integration-tabs-header.tsx               |  13 +-
 .../[workspaceId]/home/components/index.ts    |   1 -
 .../chat-content/chat-content.test.ts         |   8 +
 .../components/chat-content/chat-content.tsx  | 131 +++++++---
 .../components/chat-content/chat-sanitize.ts  |  10 +-
 .../components/chat-content/external-link.tsx |   9 +-
 .../message-content/components/index.ts       |   2 +
 .../components/message-sources/index.ts       |   1 +
 .../message-sources/message-sources.test.tsx  |  81 ++++++
 .../message-sources/message-sources.tsx       |  40 +++
 .../components/source-chip/index.ts           |   1 +
 .../components/source-chip/source-chip.tsx    |  89 +++++++
 .../components/special-tags/index.ts          |   1 +
 .../special-tags/special-tags.test.ts         |  48 ++++
 .../components/special-tags/special-tags.tsx  |  58 ++++-
 .../message-content/message-content.tsx       |  17 +-
 .../components/message-content/utils.test.ts  |  37 ++-
 .../home/components/message-content/utils.ts  |  29 ++-
 .../connector-actions.test.ts                 |  78 ++++++
 .../suggested-actions/connector-actions.ts    |  50 ++++
 .../suggested-actions.test.tsx                | 150 +++++++++++
 .../suggested-actions/suggested-actions.tsx   |  92 ++++---
 .../components/suggested-actions/types.ts     |  22 ++
 .../suggested-actions/weighted-sample.ts      |  27 ++
 .../components/user-input/components/index.ts |   1 +
 .../components/mode-switcher/index.ts         |   1 +
 .../mode-switcher/mode-switcher.test.tsx      | 110 ++++++++
 .../mode-switcher/mode-switcher.tsx           |  63 +++++
 .../home/components/user-input/user-input.tsx |   8 +-
 .../app/workspace/[workspaceId]/home/home.tsx |   9 +-
 .../search/connected/[credentialId]/page.tsx  |  15 ++
 .../search-credential-detail.tsx              | 240 ++++++++++++++++++
 .../workspace/[workspaceId]/search/error.tsx  |  15 ++
 .../search/hooks/use-search-credentials.ts    |  48 ++++
 .../workspace/[workspaceId]/search/page.tsx   |  30 +++
 .../[workspaceId]/search/search-params.ts     |  17 ++
 .../[workspaceId]/search/search.test.tsx      | 176 +++++++++++++
 .../workspace/[workspaceId]/search/search.tsx | 210 +++++++++++++++
 apps/sim/lib/posthog/events.ts                |  13 +-
 apps/sim/lib/sim-search/connectors.test.ts    |  94 +++++++
 apps/sim/lib/sim-search/connectors.ts         |  79 ++++++
 apps/sim/stores/mothership-mode/store.ts      |  38 +++
 apps/sim/stores/reset-all-stores.ts           |   2 +
 .../chip-dropdown/chip-dropdown.tsx           |   3 +-
 .../emcn/src/components/chip/chip-chrome.ts   |  13 +-
 packages/emcn/src/components/chip/chip.tsx    |  29 ++-
 packages/emcn/src/components/index.ts         |   2 +
 ...check-tool-registry-boundary.baseline.json |  94 ++++---
 48 files changed, 2170 insertions(+), 135 deletions(-)
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/index.ts
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.test.tsx
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.tsx
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-chip/index.ts
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-chip/source-chip.tsx
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.test.ts
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.ts
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/types.ts
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/weighted-sample.ts
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/index.ts
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
 create mode 100644 apps/sim/app/workspace/[workspaceId]/search/connected/[credentialId]/page.tsx
 create mode 100644 apps/sim/app/workspace/[workspaceId]/search/connected/[credentialId]/search-credential-detail.tsx
 create mode 100644 apps/sim/app/workspace/[workspaceId]/search/error.tsx
 create mode 100644 apps/sim/app/workspace/[workspaceId]/search/hooks/use-search-credentials.ts
 create mode 100644 apps/sim/app/workspace/[workspaceId]/search/page.tsx
 create mode 100644 apps/sim/app/workspace/[workspaceId]/search/search-params.ts
 create mode 100644 apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
 create mode 100644 apps/sim/app/workspace/[workspaceId]/search/search.tsx
 create mode 100644 apps/sim/lib/sim-search/connectors.test.ts
 create mode 100644 apps/sim/lib/sim-search/connectors.ts
 create mode 100644 apps/sim/stores/mothership-mode/store.ts

diff --git a/apps/sim/app/workspace/[workspaceId]/components/integration-tabs-header/integration-tabs-header.tsx b/apps/sim/app/workspace/[workspaceId]/components/integration-tabs-header/integration-tabs-header.tsx
index 53efc5a0175..60863ec586f 100644
--- a/apps/sim/app/workspace/[workspaceId]/components/integration-tabs-header/integration-tabs-header.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/components/integration-tabs-header/integration-tabs-header.tsx
@@ -3,19 +3,19 @@ import { ChipLink, cn } from '@sim/emcn'
 import { HEADER_ACTION_CLUSTER, PAGE_HEADER_BAR } from '@/components/page-header-bar'
 
 interface IntegrationTabsHeaderProps {
-  active: 'integrations' | 'skills'
+  active: 'integrations' | 'skills' | 'search'
   workspaceId: string
   /** Trailing actions for the owning page (e.g. skills' "Add skill"). */
   rightSlot?: ReactNode
 }
 
 /**
- * Top-of-page tab header shared by the Integrations and Skills pages — two halves
- * of one surface, so each highlights itself and links to its sibling.
+ * Top-of-page tab header shared by the Integrations, Skills, and Search pages —
+ * three views of one surface, so each highlights itself and links to its siblings.
  *
  * Lives in the shared workspace components rather than under `integrations/`
- * because both pages own it equally; its former home made Skills reach across into
- * a sibling feature for its own chrome.
+ * because every page owns it equally; its former home made Skills reach across
+ * into a sibling feature for its own chrome.
  *
  * The `gap-1` is explicit because chips carry no outer margin — the parent owns the
  * space between them.
@@ -33,6 +33,9 @@ export function IntegrationTabsHeader({
       <ChipLink href={`/workspace/${workspaceId}/skills`} active={active === 'skills'}>
         Skills
       </ChipLink>
+      <ChipLink href={`/workspace/${workspaceId}/search`} active={active === 'search'}>
+        Search
+      </ChipLink>
       {rightSlot && <div className={cn('ml-auto', HEADER_ACTION_CLUSTER)}>{rightSlot}</div>}
     </div>
   )
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/index.ts
index 8425c127a6e..fb354716ea3 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/index.ts
@@ -12,5 +12,4 @@ export {
   useMothershipResources,
 } from './mothership-resources-context'
 export { QueuedMessages } from './queued-messages'
-export { SuggestedActions } from './suggested-actions'
 export { UserInput, type UserInputHandle } from './user-input'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/chat-content.test.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/chat-content.test.ts
index 1b3e5d105d9..eb9f86f6035 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/chat-content.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/chat-content.test.ts
@@ -15,6 +15,14 @@ describe('sanitizeChatDisplayContent', () => {
     )
   })
 
+  it('unwraps source tags from inline code spans', () => {
+    const content = '`Block them first. <source>{"url":"https://docs.github.com/a"}</source>`'
+
+    expect(sanitizeChatDisplayContent(content)).toBe(
+      'Block them first. <source>{"url":"https://docs.github.com/a"}</source>'
+    )
+  })
+
   it('removes hidden internal references wrapped in inline code', () => {
     const content = 'Read `internal/tool-results/read-1.md` and found the issue.'
 
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/chat-content.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/chat-content.tsx
index c143c72bb4a..d1bfce2c1b2 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/chat-content.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/chat-content.tsx
@@ -1,6 +1,15 @@
 'use client'
 
-import { type ComponentPropsWithoutRef, memo, useEffect, useMemo, useRef, useState } from 'react'
+import {
+  type ComponentPropsWithoutRef,
+  createContext,
+  memo,
+  useContext,
+  useEffect,
+  useMemo,
+  useRef,
+  useState,
+} from 'react'
 import { Streamdown } from 'streamdown'
 import 'streamdown/styles.css'
 // prismjs core must load before its language components — they register on the
@@ -15,10 +24,15 @@ import { Checkbox, CopyCodeButton, cn, languages, highlight as prismHighlight }
 import { decodeVfsSegmentSafe } from '@/lib/copilot/vfs/path-utils'
 import { extractTextContent } from '@/lib/core/utils/react-node-text'
 import { ContextMentionIcon } from '@/app/workspace/[workspaceId]/home/components/context-mention-icon'
+import {
+  SourceChip,
+  sourceLabel,
+} from '@/app/workspace/[workspaceId]/home/components/message-content/components/source-chip'
 import {
   type ContentSegment,
   type CredentialSubmissionPayload,
   parseSpecialTags,
+  type SourceTagData,
   SpecialTags,
 } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
 import type {
@@ -108,9 +122,33 @@ function nextInlineSegmentLabel(segment?: ContentSegment): string {
   // Thinking segments are never rendered, so they contribute no following text.
   if (segment.type === 'text') return segment.content
   if (segment.type === 'workspace_resource') return segment.data.title || segment.data.id || ''
+  if (segment.type === 'source') return sourceLabel(segment.data)
   return ''
 }
 
+/**
+ * The `<source>` payloads of the segment being rendered, in emission order. An
+ * inline citation is written into the markdown as `[label](#src-N)` so it flows
+ * with its paragraph, and the link renderer resolves `N` back through this
+ * context — the component map is static, so it is the one channel from segment
+ * data into it.
+ */
+const SourceRefsContext = createContext<readonly SourceTagData[]>([])
+
+const SOURCE_LINK_PREFIX = '#src-'
+
+interface SourceReferenceProps {
+  index: number
+  children?: React.ReactNode
+}
+
+/** The inline citation chip; a dangling index falls back to the link text. */
+function SourceReference({ index, children }: SourceReferenceProps) {
+  const source = useContext(SourceRefsContext)[index]
+  if (!source) return <>{children}</>
+  return <SourceChip source={source} />
+}
+
 function appendInlineReferenceMarkdown(
   currentMarkdown: string,
   referenceMarkdown: string,
@@ -263,6 +301,13 @@ const MARKDOWN_COMPONENTS = {
     )
   },
   a({ children, href }: { children?: React.ReactNode; href?: string }) {
+    if (href?.startsWith(SOURCE_LINK_PREFIX)) {
+      return (
+        <SourceReference index={Number(href.slice(SOURCE_LINK_PREFIX.length))}>
+          {children}
+        </SourceReference>
+      )
+    }
     if (href?.startsWith('#wsres-')) {
       const match = href.match(/^#wsres-(\w+)-(.+)$/)
       const type = match?.[1]
@@ -566,14 +611,20 @@ function ChatContentInner({
 
   type BlockSegment = Exclude<
     ContentSegment,
-    { type: 'text' } | { type: 'thinking' } | { type: 'workspace_resource' }
+    { type: 'text' } | { type: 'thinking' } | { type: 'workspace_resource' } | { type: 'source' }
   >
   type RenderGroup =
     | { kind: 'inline'; markdown: string }
     | { kind: 'block'; segment: BlockSegment; index: number }
 
+  const sourceRefs = useMemo(
+    () => parsed.segments.flatMap((segment) => (segment.type === 'source' ? [segment.data] : [])),
+    [parsed]
+  )
+
   const groups: RenderGroup[] = []
   let pendingMarkdown = ''
+  let sourceIndex = 0
 
   const flushMarkdown = () => {
     if (pendingMarkdown.trim()) {
@@ -596,6 +647,16 @@ function ChatContentInner({
         `[${label}](<#wsres-${s.data.type}-${ref}>)`,
         nextSegment
       )
+    } else if (s.type === 'source') {
+      // A citation always stands off from the sentence it supports, even when
+      // the model closes the sentence on punctuation the word-boundary rule
+      // would otherwise glue the chip to.
+      if (pendingMarkdown && !/\s$/.test(pendingMarkdown)) pendingMarkdown += ' '
+      pendingMarkdown = appendInlineReferenceMarkdown(
+        pendingMarkdown,
+        `[${sourceLabel(s.data)}](<${SOURCE_LINK_PREFIX}${sourceIndex++}>)`,
+        nextSegment
+      )
     } else if (s.type === 'thinking') {
       // Model-emitted <thinking> tag bodies are reasoning, not answer text —
       // never rendered (matches the block-level thinking omission in
@@ -621,40 +682,42 @@ function ChatContentInner({
    * the new special block mounts.
    */
   return (
-    <div className='space-y-3'>
-      {groups.map((group, i) => {
-        if (group.kind === 'inline') {
-          return (
-            <div
-              key={`inline-${i}`}
-              className={cn(PROSE_CLASSES, '[&>:first-child]:mt-0 [&>:last-child]:mb-0')}
-            >
-              <Streamdown
-                key={streamingTree ? 'stream' : 'settled'}
-                mode={parserTree ? undefined : 'static'}
-                animated={fadeActive ? STREAM_ANIMATION : false}
-                isAnimating={streamingTree}
-                components={MARKDOWN_COMPONENTS}
+    <SourceRefsContext.Provider value={sourceRefs}>
+      <div className='space-y-3'>
+        {groups.map((group, i) => {
+          if (group.kind === 'inline') {
+            return (
+              <div
+                key={`inline-${i}`}
+                className={cn(PROSE_CLASSES, '[&>:first-child]:mt-0 [&>:last-child]:mb-0')}
               >
-                {group.markdown}
-              </Streamdown>
-            </div>
+                <Streamdown
+                  key={streamingTree ? 'stream' : 'settled'}
+                  mode={parserTree ? undefined : 'static'}
+                  animated={fadeActive ? STREAM_ANIMATION : false}
+                  isAnimating={streamingTree}
+                  components={MARKDOWN_COMPONENTS}
+                >
+                  {group.markdown}
+                </Streamdown>
+              </div>
+            )
+          }
+          return (
+            <SpecialTags
+              key={`special-${group.index}`}
+              segment={group.segment}
+              interactionId={`${messageId ?? 'message'}:${group.index}`}
+              questionAnswers={questionAnswers}
+              credentialSubmission={credentialSubmission}
+              credentialAbandoned={credentialAbandoned}
+              onOptionSelect={onOptionSelect}
+              onQuestionDismiss={onQuestionDismiss}
+            />
           )
-        }
-        return (
-          <SpecialTags
-            key={`special-${group.index}`}
-            segment={group.segment}
-            interactionId={`${messageId ?? 'message'}:${group.index}`}
-            questionAnswers={questionAnswers}
-            credentialSubmission={credentialSubmission}
-            credentialAbandoned={credentialAbandoned}
-            onOptionSelect={onOptionSelect}
-            onQuestionDismiss={onQuestionDismiss}
-          />
-        )
-      })}
-    </div>
+        })}
+      </div>
+    </SourceRefsContext.Provider>
   )
 }
 
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/chat-sanitize.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/chat-sanitize.ts
index 4e0792df0ab..1d210bd1b92 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/chat-sanitize.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/chat-sanitize.ts
@@ -2,7 +2,9 @@ const HIDDEN_INLINE_REFERENCE_PATTERN =
   /`[^`\n]*(?:internal\/tool-results\/|internal\/blocktips\/|components\/integrations\/[^`\n]*README)[^`\n]*`/g
 
 /**
- * A complete workspace-resource tag: opener, payload, closer.
+ * A complete inline-chip tag — `<workspace_resource>` or `<source>` — as
+ * opener, payload, closer. Both are JSON-bodied tags the model places inside a
+ * sentence, so both attract the same stray backticks.
  *
  * Two constraints on the payload, both load-bearing:
  *
@@ -19,10 +21,10 @@ const HIDDEN_INLINE_REFERENCE_PATTERN =
  * is rare; the failure it replaces corrupts a whole message and is common.
  */
 const COMPLETE_TAG_SOURCE =
-  '<workspace_resource>(?:(?!<workspace_resource>)[^`])*?<\\/workspace_resource>'
+  '<(?<chipTag>workspace_resource|source)>(?:(?!<\\k<chipTag>>)[^`])*?<\\/\\k<chipTag>>'
 
 /** Non-global so {@link RegExp.test} has no `lastIndex` to carry between calls. */
-const COMPLETE_WORKSPACE_RESOURCE_TAG = new RegExp(COMPLETE_TAG_SOURCE)
+const COMPLETE_INLINE_CHIP_TAG = new RegExp(COMPLETE_TAG_SOURCE)
 
 /**
  * One left-to-right pass over the two things that can own a backtick: an inline
@@ -57,7 +59,7 @@ export function sanitizeChatDisplayContent(content: string): string {
       // lifts the tag out either way, so leaving the delimiters would strand a
       // pair of backticks around a hole. Anything else is someone else's span.
       const inner = match.slice(1, -1)
-      return COMPLETE_WORKSPACE_RESOURCE_TAG.test(inner) ? inner : match
+      return COMPLETE_INLINE_CHIP_TAG.test(inner) ? inner : match
     })
     .replace(HIDDEN_INLINE_REFERENCE_PATTERN, '')
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/external-link.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/external-link.tsx
index 405acc7a9d4..fd9661d2151 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/external-link.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/external-link.tsx
@@ -6,7 +6,7 @@ import { faviconUrl } from '@/lib/core/utils/favicon'
 import { useLinkPreview } from '@/hooks/queries/link-preview'
 
 /** Hides a favicon img that failed to load so the link degrades to plain text. */
-function hideBrokenFavicon(e: React.SyntheticEvent<HTMLImageElement>): void {
+export function hideBrokenFavicon(e: React.SyntheticEvent<HTMLImageElement>): void {
   e.currentTarget.style.display = 'none'
 }
 
@@ -44,7 +44,10 @@ interface ExternalLinkProps {
  * which the shell routes to the system browser. In a web browser this is a
  * no-op and the link opens a new tab as usual.
  */
-function handleLinkClick(event: React.MouseEvent<HTMLAnchorElement>, href: string): void {
+export function handleExternalLinkClick(
+  event: React.MouseEvent<HTMLAnchorElement>,
+  href: string
+): void {
   if (event.metaKey || event.ctrlKey || event.shiftKey || event.button !== 0) return
   if (!shouldOpenInBrowserPanel(href)) return
   event.preventDefault()
@@ -63,7 +66,7 @@ export function ExternalLink({ href, hostname, children }: ExternalLinkProps) {
           className='not-prose group text-[var(--text-primary)] no-underline'
           target='_blank'
           rel='noopener noreferrer'
-          onClick={(event) => handleLinkClick(event, href)}
+          onClick={(event) => handleExternalLinkClick(event, href)}
         >
           <img
             src={faviconUrl(hostname, 32)}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/index.ts
index 8151e32f11c..853c79b1eea 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/index.ts
@@ -1,6 +1,8 @@
 export type { AgentGroupItem, NestedAgentGroup } from './agent-group'
 export { AgentGroup, CircleStop, isAgentGroupResolved } from './agent-group'
 export { ChatContent } from './chat-content'
+export { MessageSources } from './message-sources'
 export { Options } from './options'
 export { QuestionDisplay } from './question'
+export { SourceChip, sourceLabel } from './source-chip'
 export { PendingTagIndicator, parseSpecialTags, SpecialTags } from './special-tags'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/index.ts
new file mode 100644
index 00000000000..6fadd0de0e1
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/index.ts
@@ -0,0 +1 @@
+export { MessageSources } from './message-sources'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.test.tsx
new file mode 100644
index 00000000000..dcadb11d493
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.test.tsx
@@ -0,0 +1,81 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, describe, expect, it, vi } from 'vitest'
+
+vi.mock('@/lib/browser-agent/open-in-panel', () => ({
+  shouldOpenInBrowserPanel: () => false,
+  openInBrowserPanel: vi.fn(),
+}))
+vi.mock('@/lib/integrations', () => ({
+  blockTypeToIconMap: { confluence_v2: () => <svg data-brand='confluence' /> },
+}))
+
+import { MessageSources } from '@/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources'
+
+let root: Root | null = null
+let container: HTMLDivElement | null = null
+
+function mount(ui: React.ReactNode) {
+  ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+  container = document.createElement('div')
+  document.body.appendChild(container)
+  root = createRoot(container)
+  act(() => root?.render(ui))
+}
+
+function chips(): HTMLAnchorElement[] {
+  return Array.from(container?.querySelectorAll('a') ?? [])
+}
+
+afterEach(() => {
+  if (root) act(() => root?.unmount())
+  container?.remove()
+  root = null
+  container = null
+})
+
+describe('MessageSources', () => {
+  it('renders one chip per source with the site name or hostname as its label', () => {
+    mount(
+      <MessageSources
+        sources={[
+          { url: 'https://docs.github.com/en/a', siteName: 'GitHub Docs' },
+          { url: 'https://www.example.com/page' },
+        ]}
+      />
+    )
+
+    expect(chips().map((chip) => chip.textContent)).toEqual(['GitHub Docs', 'example.com'])
+    expect(chips().map((chip) => chip.getAttribute('href'))).toEqual([
+      'https://docs.github.com/en/a',
+      'https://www.example.com/page',
+    ])
+    expect(chips()[0].getAttribute('target')).toBe('_blank')
+    expect(chips()[0].className).toContain('rounded-full')
+  })
+
+  it('shows the connector brand mark when the source names a connector, else the favicon', () => {
+    mount(
+      <MessageSources
+        sources={[
+          { url: 'https://wiki.example.com/p', connectorType: 'confluence', title: 'Page' },
+          { url: 'https://docs.github.com/en/a', siteName: 'GitHub Docs' },
+        ]}
+      />
+    )
+
+    const [connector, favicon] = chips()
+    expect(connector.querySelector('svg[data-brand="confluence"]')).not.toBeNull()
+    expect(connector.querySelector('img')).toBeNull()
+    expect(favicon.querySelector('img')?.getAttribute('src')).toContain('docs.github.com')
+  })
+
+  it('renders nothing without sources', () => {
+    mount(<MessageSources sources={[]} />)
+
+    expect(container?.childElementCount).toBe(0)
+  })
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.tsx
new file mode 100644
index 00000000000..8c72089296e
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.tsx
@@ -0,0 +1,40 @@
+'use client'
+
+import { cn } from '@sim/emcn'
+import { SourceChip } from '@/app/workspace/[workspaceId]/home/components/message-content/components/source-chip'
+import type { SourceTagData } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
+
+/**
+ * Right-edge fade so an overflowing strip reads as scrollable rather than cut.
+ * The strip's trailing padding matches the fade width, so the last chip scrolls
+ * fully clear of it.
+ */
+const STRIP_FADE_CLASSES =
+  'pr-10 [-webkit-mask-image:linear-gradient(to_right,black_calc(100%_-_40px),transparent)] [mask-image:linear-gradient(to_right,black_calc(100%_-_40px),transparent)]'
+
+interface MessageSourcesProps {
+  sources: readonly SourceTagData[]
+}
+
+/**
+ * Footer strip listing every document a reply cited, once each: one
+ * horizontally scrolling row of {@link SourceChip}s that fades out at the right
+ * edge instead of wrapping, so a long list stays a single quiet line under the
+ * answer.
+ */
+export function MessageSources({ sources }: MessageSourcesProps) {
+  if (sources.length === 0) return null
+
+  return (
+    <div
+      className={cn(
+        'flex gap-1.5 overflow-x-auto [scrollbar-width:none] [&::-webkit-scrollbar]:hidden',
+        STRIP_FADE_CLASSES
+      )}
+    >
+      {sources.map((source) => (
+        <SourceChip key={source.url} source={source} />
+      ))}
+    </div>
+  )
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-chip/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-chip/index.ts
new file mode 100644
index 00000000000..4168fe2a584
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-chip/index.ts
@@ -0,0 +1 @@
+export { SourceChip, sourceLabel } from './source-chip'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-chip/source-chip.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-chip/source-chip.tsx
new file mode 100644
index 00000000000..4101ddffb17
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-chip/source-chip.tsx
@@ -0,0 +1,89 @@
+'use client'
+
+import { chipFilledFillTokens, chipHoverSurfaceClass, cn, OverflowText, Tooltip } from '@sim/emcn'
+import { stripVersionSuffix } from '@sim/utils/string'
+import { faviconUrl } from '@/lib/core/utils/favicon'
+import { blockTypeToIconMap } from '@/lib/integrations'
+import {
+  externalLinkHostname,
+  handleExternalLinkClick,
+  hideBrokenFavicon,
+} from '@/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/external-link'
+import type { SourceTagData } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
+import { BrandIcon, type StyleableIcon } from '@/blocks/brand-icon'
+
+/**
+ * Brand marks by base block type. A connector id names the same product as its
+ * integration block (`confluence`, `google_drive`), so the block's mark serves
+ * the chip — through the catalog icon map rather than the connector registry,
+ * which would drag seventy connector modules into every surface that renders
+ * chat. Versioned catalog types (`gmail_v2`) collapse onto their base name.
+ */
+const BRAND_ICON_BY_BASE_TYPE: ReadonlyMap<string, StyleableIcon> = new Map(
+  Object.entries(blockTypeToIconMap).map(([type, icon]) => [stripVersionSuffix(type), icon])
+)
+
+/** Chip label: the site name the model supplied, else the URL's hostname without a `www.` prefix. */
+export function sourceLabel(source: SourceTagData): string {
+  const siteName = source.siteName?.trim()
+  if (siteName) return siteName
+  return (externalLinkHostname(source.url) ?? source.url).replace(/^www\./, '')
+}
+
+interface SourceChipProps {
+  source: SourceTagData
+}
+
+/**
+ * A cited document as a small round pill — the connector's brand mark or the
+ * site favicon, then the site name — used inline at the citation point and
+ * again in the footer strip. Built on the chip fill and hover tokens at a 20px
+ * height so it sits inside a line of prose; the 30px `Chip` is the wrong scale
+ * for a citation. Opens the document like any external link in the reply.
+ */
+export function SourceChip({ source }: SourceChipProps) {
+  const hostname = externalLinkHostname(source.url)
+  const ConnectorIcon = source.connectorType
+    ? BRAND_ICON_BY_BASE_TYPE.get(source.connectorType)
+    : undefined
+
+  return (
+    <Tooltip.Root>
+      <Tooltip.Trigger asChild>
+        <a
+          href={source.url}
+          target='_blank'
+          rel='noopener noreferrer'
+          onClick={(event) => handleExternalLinkClick(event, source.url)}
+          className={cn(
+            'not-prose inline-flex h-[20px] max-w-[220px] shrink-0 items-center gap-1 rounded-full px-1.5 align-middle text-[var(--text-body)] text-caption no-underline transition-colors',
+            chipFilledFillTokens,
+            chipHoverSurfaceClass
+          )}
+        >
+          {ConnectorIcon ? (
+            <BrandIcon icon={ConnectorIcon} className='size-[12px] flex-shrink-0' />
+          ) : hostname ? (
+            <img
+              src={faviconUrl(hostname, 32)}
+              alt=''
+              className='size-[12px] flex-shrink-0 rounded-[3px]'
+              onError={hideBrokenFavicon}
+            />
+          ) : null}
+          <OverflowText label={sourceLabel(source)} tooltipEnabled={false} />
+        </a>
+      </Tooltip.Trigger>
+      <Tooltip.Content>
+        {source.title ? (
+          <span className='flex flex-col gap-0.5'>
+            <span>{source.title}</span>
+            <span className='break-all text-[var(--text-muted)]'>{source.url}</span>
+          </span>
+        ) : (
+          <span className='break-all'>{source.url}</span>
+        )}
+      </Tooltip.Content>
+    </Tooltip.Root>
+  )
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/index.ts
index 1603a0278c5..8964244b4eb 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/index.ts
@@ -13,6 +13,7 @@ export type {
   QuestionTagData,
   QuestionType,
   RuntimeSpecialTagName,
+  SourceTagData,
   UsageUpgradeAction,
   UsageUpgradeTagData,
   WorkspaceResourceTagData,
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.test.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.test.ts
index 5063faecdba..afddf868ad3 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.test.ts
@@ -1073,6 +1073,7 @@ describe('parser properties', () => {
       '<usage_upgrade>{"reason":"monthly cap","action":"upgrade_plan","message":"You hit your limit."}</usage_upgrade>',
     'mothership-error':
       '<mothership-error>{"message":"The tool call failed.","code":"E_TOOL"}</mothership-error>',
+    source: '<source>{"url":"https://docs.github.com/en/x","siteName":"GitHub Docs"}</source>',
   }
 
   /** Renders nothing rather than a card, so it cannot carry a card invariant. */
@@ -1374,3 +1375,50 @@ describe('ordinary JSON in prose is never turned into a card', () => {
     expect(segments.some((s) => s.type === 'text')).toBe(true)
   })
 })
+
+describe('source tag', () => {
+  it('parses a complete source tag into a source segment', () => {
+    const { segments } = parseSpecialTags(
+      'Remove them first. <source>{"url":"https://docs.github.com/en/x","siteName":"GitHub Docs","title":"Blocking users"}</source> Then block.',
+      false
+    )
+
+    expect(segments).toEqual([
+      { type: 'text', content: 'Remove them first. ' },
+      {
+        type: 'source',
+        data: {
+          url: 'https://docs.github.com/en/x',
+          siteName: 'GitHub Docs',
+          title: 'Blocking users',
+        },
+      },
+      { type: 'text', content: ' Then block.' },
+    ])
+  })
+
+  it('keeps adjacent source tags as separate segments', () => {
+    const { segments } = parseSpecialTags(
+      'Done. <source>{"url":"https://a.example/1"}</source><source>{"url":"https://b.example/2"}</source>',
+      false
+    )
+
+    expect(segments.filter((segment) => segment.type === 'source')).toHaveLength(2)
+  })
+
+  it('rejects a source without an absolute http(s) url', () => {
+    const { segments } = parseSpecialTags(
+      'See <source>{"url":"docs/internal.md","siteName":"Docs"}</source>.',
+      false
+    )
+
+    expect(segments.some((segment) => segment.type === 'source')).toBe(false)
+  })
+
+  it('hides a half-arrived source opener while streaming', () => {
+    const { segments, hasPendingTag } = parseSpecialTags('Block them. <sou', true)
+
+    expect(segments).toEqual([{ type: 'text', content: 'Block them. ' }])
+    expect(hasPendingTag).toBe(true)
+  })
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx
index 2c4d0536e68..2527cba6ec7 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx
@@ -316,6 +316,35 @@ export interface WorkspaceResourceTagData {
   title?: string
 }
 
+/**
+ * A `<source>` tag: one document the reply drew on. The tag contract for
+ * search answers — the model emits it inline, right after the sentence, list
+ * item, or paragraph the document supports, as a JSON body:
+ *
+ * `<source>{"url":"https://docs.github.com/…","siteName":"GitHub Docs"}</source>`
+ *
+ * Each tag renders as its own small chip where it sits (adjacent tags are
+ * never collapsed into a count), and every distinct `url` in the message is
+ * repeated in the footer strip below the reply.
+ */
+export interface SourceTagData {
+  /** Canonical http(s) link to the referenced document. */
+  url: string
+  /** Document title, shown on hover. */
+  title?: string
+  /**
+   * Short chip label — the site or product the document lives in ("GitHub
+   * Docs", "Confluence"). Falls back to the URL's hostname.
+   */
+  siteName?: string
+  /**
+   * Knowledge-base connector the document was synced through
+   * (`CONNECTOR_META_REGISTRY` key). Lends the chip the product's brand mark;
+   * without it the chip shows the site favicon.
+   */
+  connectorType?: string
+}
+
 export type ContentSegment =
   | { type: 'text'; content: string }
   | { type: 'thinking'; content: string }
@@ -325,6 +354,7 @@ export type ContentSegment =
   | { type: 'mothership-error'; data: MothershipErrorTagData }
   | { type: 'workspace_resource'; data: WorkspaceResourceTagData }
   | { type: 'question'; data: QuestionTagData }
+  | { type: 'source'; data: SourceTagData }
 
 export type RuntimeSpecialTagName =
   | 'thinking'
@@ -334,6 +364,7 @@ export type RuntimeSpecialTagName =
   | 'file'
   | 'workspace_resource'
   | 'question'
+  | 'source'
 
 export interface ParsedSpecialContent {
   segments: ContentSegment[]
@@ -348,6 +379,7 @@ const RUNTIME_SPECIAL_TAG_NAMES = [
   'file',
   'workspace_resource',
   'question',
+  'source',
 ] as const
 
 /**
@@ -363,6 +395,7 @@ export const SPECIAL_TAG_NAMES = [
   'mothership-error',
   'workspace_resource',
   'question',
+  'source',
 ] as const
 
 function isOptionsItemData(value: unknown): value is OptionsItemData {
@@ -523,6 +556,20 @@ function isMothershipErrorTagData(value: unknown): value is MothershipErrorTagDa
   )
 }
 
+/** Only an absolute http(s) URL can be linked; anything else is not a source. */
+function isHttpUrl(value: unknown): value is string {
+  return typeof value === 'string' && /^https?:\/\/\S+$/i.test(value.trim())
+}
+
+function isSourceTagData(value: unknown): value is SourceTagData {
+  if (!isRecordLike(value)) return false
+  if (!isHttpUrl(value.url)) return false
+  if (value.title !== undefined && typeof value.title !== 'string') return false
+  if (value.siteName !== undefined && typeof value.siteName !== 'string') return false
+  if (value.connectorType !== undefined && typeof value.connectorType !== 'string') return false
+  return true
+}
+
 function isWorkspaceResourceTagData(value: unknown): value is WorkspaceResourceTagData {
   if (!isRecordLike(value)) return false
   if (
@@ -713,6 +760,7 @@ function parseSpecialTagData(
   | { type: 'mothership-error'; data: MothershipErrorTagData }
   | { type: 'workspace_resource'; data: WorkspaceResourceTagData }
   | { type: 'question'; data: QuestionTagData }
+  | { type: 'source'; data: SourceTagData }
   | null {
   if (tagName === 'thinking') {
     const content = parseTextTagBody(body)
@@ -744,6 +792,11 @@ function parseSpecialTagData(
     return data ? { type: 'workspace_resource', data } : null
   }
 
+  if (tagName === 'source') {
+    const data = parseJsonTagBody(body, isSourceTagData)
+    return data ? { type: 'source', data } : null
+  }
+
   if (tagName === 'question') {
     const data = parseQuestionTagBody(body)
     if (data) return { type: 'question', data }
@@ -1659,7 +1712,8 @@ interface SpecialTagsProps {
 
 /**
  * Unified renderer for inline special tags: `<options>`, `<usage_upgrade>`, `<credential>`,
- * and `<workspace_resource>`.
+ * and `<workspace_resource>`. A `<source>` never reaches here — the chat renderer
+ * folds it into the surrounding markdown as an inline chip.
  */
 export function SpecialTags({
   segment,
@@ -1692,6 +1746,8 @@ export function SpecialTags({
       return <MothershipErrorDisplay data={segment.data} />
     case 'workspace_resource':
       return <WorkspaceResourceDisplay data={segment.data} onSelect={onWorkspaceResourceSelect} />
+    case 'source':
+      return null
     case 'question':
       return (
         <QuestionDisplay
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
index 394fc9180e5..2faa16d3d4e 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
@@ -26,8 +26,15 @@ import { useCustomBlockOverlayVersion } from '@/blocks/custom/client-overlay'
 import type { ContentBlock, OptionItem, ToolCallData } from '../../types'
 import { SUBAGENT_LABELS } from '../../types'
 import type { AgentGroupItem } from './components'
-import { AgentGroup, ChatContent, CircleStop, Options, PendingTagIndicator } from './components'
-import { deriveMessagePhase, isToolDone, type MessagePhase } from './utils'
+import {
+  AgentGroup,
+  ChatContent,
+  CircleStop,
+  MessageSources,
+  Options,
+  PendingTagIndicator,
+} from './components'
+import { collectMessageSources, deriveMessagePhase, isToolDone, type MessagePhase } from './utils'
 
 const FILE_SUBAGENT_ID = 'file'
 /** Quiet period before the shimmer takes the slot back from streamed output. */
@@ -857,6 +864,7 @@ function MessageContentInner({
     () => (blocks.length > 0 ? parseBlocks(blocks) : []),
     [blocks, blockOverlayVersion]
   )
+  const sources = useMemo(() => collectMessageSources(blocks), [blocks])
 
   const [trailingRevealing, setTrailingRevealing] = useState(false)
   const handleTrailingRevealChange = useCallback((revealing: boolean) => {
@@ -1004,6 +1012,11 @@ function MessageContentInner({
               return null
           }
         })}
+        {sources.length > 0 && (
+          <div className={isStreaming ? 'animate-stream-fade-in' : undefined}>
+            <MessageSources sources={sources} />
+          </div>
+        )}
       </div>
       {thinkingExpanded && isLast ? (
         // Fixed-height placeholder for the NEXT piece of output: the shimmer
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.test.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.test.ts
index f0a74e539a7..c9795080947 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.test.ts
@@ -2,7 +2,8 @@
  * @vitest-environment node
  */
 import { describe, expect, it } from 'vitest'
-import { deriveMessagePhase, resolveToolDisplayState } from './utils'
+import { ContentBlockType } from '@/app/workspace/[workspaceId]/home/types'
+import { collectMessageSources, deriveMessagePhase, resolveToolDisplayState } from './utils'
 
 describe('deriveMessagePhase', () => {
   it('is streaming whenever the transport is live', () => {
@@ -36,3 +37,37 @@ describe('resolveToolDisplayState', () => {
     expect(resolveToolDisplayState('rejected')).toBe('icon')
   })
 })
+
+describe('collectMessageSources', () => {
+  const source = (url: string, extra = '') => `<source>{"url":"${url}"${extra}}</source>`
+
+  it('collects every distinct source across the message text, in first-cited order', () => {
+    const blocks = [
+      {
+        type: ContentBlockType.text,
+        content: `First point. ${source('https://a.example/1', ',"siteName":"A"')} Second. ${source('https://b.example/2')}`,
+      },
+      { type: ContentBlockType.tool_call },
+      {
+        type: ContentBlockType.text,
+        content: `Again. ${source('https://a.example/1')} New. ${source('https://c.example/3')}`,
+      },
+    ]
+
+    expect(collectMessageSources(blocks).map((entry) => entry.url)).toEqual([
+      'https://a.example/1',
+      'https://b.example/2',
+      'https://c.example/3',
+    ])
+    expect(collectMessageSources(blocks)[0].siteName).toBe('A')
+  })
+
+  it('ignores subagent lanes and text without sources', () => {
+    const blocks = [
+      { type: ContentBlockType.subagent_text, content: source('https://lane.example/x') },
+      { type: ContentBlockType.text, content: 'Plain prose.' },
+    ]
+
+    expect(collectMessageSources(blocks)).toEqual([])
+  })
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.ts
index 64176c822c5..286d997c1d6 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.ts
@@ -21,10 +21,37 @@ import {
 } from '@sim/emcn'
 import { Calendar, Clock, Cursor, Globe, Table as TableIcon } from '@sim/emcn/icons'
 import { AgentIcon, ImageIcon, TTSIcon, VideoIcon } from '@/components/icons'
-import type { ToolCallStatus } from '@/app/workspace/[workspaceId]/home/types'
+import {
+  parseSpecialTags,
+  type SourceTagData,
+} from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
+import {
+  type ContentBlock,
+  ContentBlockType,
+  type ToolCallStatus,
+} from '@/app/workspace/[workspaceId]/home/types'
 
 export type IconComponent = ComponentType<SVGProps<SVGSVGElement>>
 
+/**
+ * Every distinct `<source>` cited in the message's own prose, in first-cited
+ * order, for the footer strip. Only main-lane text counts: subagent lanes fold
+ * into agent groups rather than the answer, and a tool's output is not a
+ * citation.
+ */
+export function collectMessageSources(blocks: ContentBlock[]): SourceTagData[] {
+  const byUrl = new Map<string, SourceTagData>()
+  for (const block of blocks) {
+    if (block.type !== ContentBlockType.text || !block.content) continue
+    for (const segment of parseSpecialTags(block.content, false).segments) {
+      if (segment.type === 'source' && !byUrl.has(segment.data.url)) {
+        byUrl.set(segment.data.url, segment.data)
+      }
+    }
+  }
+  return [...byUrl.values()]
+}
+
 const TOOL_ICONS: Record<string, IconComponent> = {
   mothership: Blimp,
   glob: FolderCode,
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.test.ts b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.test.ts
new file mode 100644
index 00000000000..bacd4157759
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.test.ts
@@ -0,0 +1,78 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockRandomFloat } = vi.hoisted(() => ({
+  mockRandomFloat: vi.fn<() => number>(),
+}))
+
+vi.mock('@sim/utils/random', () => ({ randomFloat: mockRandomFloat }))
+
+vi.mock('@/lib/sim-search/connectors', () => {
+  const icon = () => null
+  const connector = (type: string, name: string, providerId: string) => ({
+    type,
+    meta: { id: type, name, description: `Sync ${name}`, icon },
+    providerId,
+    requiredScopes: [],
+    serviceName: name,
+    serviceIcon: icon,
+    blockType: type,
+  })
+  return {
+    SEARCH_CONNECTORS: [
+      connector('airtable', 'Airtable', 'airtable'),
+      connector('confluence', 'Confluence', 'confluence'),
+      connector('jira', 'Jira', 'jira'),
+      connector('jsm', 'Jira Service Management', 'jira'),
+      connector('notion', 'Notion', 'notion'),
+      connector('slack', 'Slack', 'slack'),
+    ],
+  }
+})
+
+import { computeConnectorActions } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions'
+
+describe('computeConnectorActions', () => {
+  beforeEach(() => {
+    /** A zero roll always samples the first remaining candidate, so the rotation is catalog order. */
+    mockRandomFloat.mockReturnValue(0)
+  })
+
+  it('pins Confluence, Jira, and JSM first and fills the last slot from the rotation', () => {
+    const actions = computeConnectorActions(new Set())
+
+    expect(actions.map((action) => action.id)).toEqual([
+      'connect-confluence',
+      'connect-jira',
+      'connect-jsm',
+      'connect-airtable',
+    ])
+    expect(actions[0]).toMatchObject({
+      kind: 'connector',
+      label: 'Connect Confluence',
+      target: { providerId: 'confluence', serviceName: 'Confluence' },
+    })
+  })
+
+  it('drops every connector on a connected provider and refills from the rotation', () => {
+    const actions = computeConnectorActions(new Set(['jira', 'airtable']))
+
+    expect(actions.map((action) => action.id)).toEqual([
+      'connect-confluence',
+      'connect-notion',
+      'connect-slack',
+    ])
+  })
+
+  it('returns fewer than four rows once the rotation is exhausted', () => {
+    const actions = computeConnectorActions(new Set(['airtable', 'notion', 'slack']))
+
+    expect(actions.map((action) => action.id)).toEqual([
+      'connect-confluence',
+      'connect-jira',
+      'connect-jsm',
+    ])
+  })
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.ts b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.ts
new file mode 100644
index 00000000000..360ccc8064e
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.ts
@@ -0,0 +1,50 @@
+import { SEARCH_CONNECTORS, type SearchConnector } from '@/lib/sim-search/connectors'
+import type { Action } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/types'
+import { weightedSample } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/weighted-sample'
+
+/** Rows shown in Search mode — the same count as the Build-mode set. */
+const CONNECTOR_ACTION_COUNT = 4
+
+/**
+ * Connectors pinned to the head of the Search-mode list, in this order. Keys
+ * are `CONNECTOR_META_REGISTRY` keys, as on every {@link SearchConnector}.
+ */
+export const PINNED_CONNECTOR_TYPES = ['confluence', 'jira', 'jsm'] as const
+
+const PINNED_TYPES: ReadonlySet<string> = new Set(PINNED_CONNECTOR_TYPES)
+
+/** The pinned connectors, in pinned order. */
+const PINNED: readonly SearchConnector[] = PINNED_CONNECTOR_TYPES.flatMap((type) => {
+  const connector = SEARCH_CONNECTORS.find((candidate) => candidate.type === type)
+  return connector ? [connector] : []
+})
+
+/** Every other Sim Search connector — the pool the remaining slots rotate through. */
+const ROTATING: readonly SearchConnector[] = SEARCH_CONNECTORS.filter(
+  (connector) => !PINNED_TYPES.has(connector.type)
+)
+
+function toConnectorAction(connector: SearchConnector): Action {
+  return {
+    kind: 'connector',
+    id: `connect-${connector.type}`,
+    label: `Connect ${connector.meta.name}`,
+    icon: connector.meta.icon,
+    target: connector,
+  }
+}
+
+/**
+ * Builds the Search-mode rows: the pinned connectors first, then a uniform
+ * sample of the rest to fill four slots. A connector whose provider the viewer
+ * has already connected is dropped from both halves — so Jira and Jira Service
+ * Management, which share one provider, leave together — and a pinned slot
+ * freed that way is taken by the rotation.
+ */
+export function computeConnectorActions(connectedProviderIds: ReadonlySet<string>): Action[] {
+  const isConnected = (connector: SearchConnector) => connectedProviderIds.has(connector.providerId)
+  const pinned = PINNED.filter((connector) => !isConnected(connector))
+  const pool = ROTATING.filter((connector) => !isConnected(connector))
+  const rotating = weightedSample(pool, CONNECTOR_ACTION_COUNT - pinned.length, () => 1)
+  return [...pinned, ...rotating].map(toConnectorAction)
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
new file mode 100644
index 00000000000..e7446072101
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
@@ -0,0 +1,150 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockCaptureEvent, mockUseSearchCredentials } = vi.hoisted(() => ({
+  mockCaptureEvent: vi.fn(),
+  mockUseSearchCredentials: vi.fn(),
+}))
+
+vi.mock('next/navigation', () => ({
+  useParams: () => ({ workspaceId: 'workspace-1' }),
+}))
+vi.mock('posthog-js/react', () => ({ usePostHog: () => null }))
+vi.mock('@/lib/posthog/client', () => ({ captureEvent: mockCaptureEvent }))
+vi.mock('@sim/utils/random', () => ({ randomFloat: () => 0 }))
+
+vi.mock('@/hooks/queries/credentials', () => ({
+  useWorkspaceCredentials: () => ({ data: [] }),
+}))
+vi.mock('@/hooks/queries/oauth/oauth-connections', () => ({
+  useOAuthConnections: () => ({ data: [] }),
+}))
+vi.mock('@/hooks/queries/tables', () => ({
+  useTablesList: () => ({ data: [] }),
+}))
+vi.mock('@/hooks/queries/kb/knowledge', () => ({
+  useKnowledgeBasesQuery: () => ({ data: [] }),
+}))
+vi.mock('@/app/workspace/[workspaceId]/search/hooks/use-search-credentials', () => ({
+  useSearchCredentials: mockUseSearchCredentials,
+}))
+
+/** The Build-mode pool is built from the block catalog at module load; an empty catalog keeps it to the table starters. */
+vi.mock('@/blocks/registry', () => ({ getAllBlockMeta: () => ({}), getAllBlocks: () => [] }))
+
+vi.mock('@/lib/sim-search/connectors', () => {
+  const icon = () => null
+  const connector = (type: string, name: string, providerId: string) => ({
+    type,
+    meta: { id: type, name, description: `Sync ${name}`, icon },
+    providerId,
+    requiredScopes: ['read'],
+    serviceName: name,
+    serviceIcon: icon,
+    blockType: type,
+  })
+  return {
+    SEARCH_CONNECTORS: [
+      connector('airtable', 'Airtable', 'airtable'),
+      connector('confluence', 'Confluence', 'confluence'),
+      connector('jira', 'Jira', 'jira'),
+      connector('jsm', 'Jira Service Management', 'jira'),
+      connector('notion', 'Notion', 'notion'),
+    ],
+  }
+})
+
+vi.mock('@/app/workspace/[workspaceId]/components/connect-oauth-modal', () => ({
+  ConnectOAuthModal: ({ open, providerId }: { open: boolean; providerId: string }) =>
+    open ? <div data-testid='connect-modal'>{providerId}</div> : null,
+}))
+
+import { SuggestedActions } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions'
+import { useMothershipModeStore } from '@/stores/mothership-mode/store'
+
+let root: Root | null = null
+let container: HTMLDivElement | null = null
+const onSelectPrompt = vi.fn()
+
+function mount() {
+  ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+  container = document.createElement('div')
+  document.body.appendChild(container)
+  root = createRoot(container)
+  act(() => root?.render(<SuggestedActions onSelectPrompt={onSelectPrompt} />))
+}
+
+function heading(): string {
+  return container?.querySelector('button[aria-expanded] span')?.textContent ?? ''
+}
+
+function rows(): HTMLButtonElement[] {
+  return Array.from(
+    container?.querySelectorAll<HTMLButtonElement>('button:not([aria-expanded])') ?? []
+  )
+}
+
+function connectModal(): string | null {
+  return document.querySelector('[data-testid="connect-modal"]')?.textContent ?? null
+}
+
+beforeEach(() => {
+  onSelectPrompt.mockClear()
+  mockCaptureEvent.mockClear()
+  mockUseSearchCredentials.mockReturnValue({
+    credentials: [{ id: 'cred-jira', providerId: 'jira' }],
+    isPending: false,
+  })
+  useMothershipModeStore.getState().reset()
+})
+
+afterEach(() => {
+  if (root) act(() => root?.unmount())
+  container?.remove()
+  root = null
+  container = null
+})
+
+describe('SuggestedActions', () => {
+  it('shows the Build starters by default', () => {
+    mount()
+
+    expect(heading()).toBe('Suggested actions')
+    expect(rows().map((row) => row.textContent)).toContain('Integrate with Slack')
+  })
+
+  it('swaps to the connector list in Search mode, minus providers already connected', () => {
+    mount()
+
+    act(() => useMothershipModeStore.getState().setMode('search'))
+
+    expect(heading()).toBe('Connect Sim Search')
+    expect(rows().map((row) => row.textContent)).toEqual([
+      'Connect Confluence',
+      'Connect Airtable',
+      'Connect Notion',
+    ])
+  })
+
+  it('opens the OAuth connect modal for a connector row instead of populating the input', () => {
+    mount()
+    act(() => useMothershipModeStore.getState().setMode('search'))
+    expect(connectModal()).toBeNull()
+
+    act(() => {
+      rows()[0].dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
+    })
+
+    expect(connectModal()).toBe('confluence')
+    expect(onSelectPrompt).not.toHaveBeenCalled()
+    expect(mockCaptureEvent).toHaveBeenCalledWith(
+      null,
+      'suggested_action_clicked',
+      expect.objectContaining({ kind: 'connector', action_id: 'connect-confluence', position: 0 })
+    )
+  })
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
index 32f878c1a27..ac16d620a49 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
@@ -1,21 +1,27 @@
 'use client'
 
-import { type ComponentType, type CSSProperties, useMemo, useState } from 'react'
+import { useMemo, useState } from 'react'
 import { ArrowRight, ChevronDown, cn, Expandable, ExpandableContent } from '@sim/emcn'
 import { Table } from '@sim/emcn/icons'
-import { randomFloat } from '@sim/utils/random'
 import { stripVersionSuffix } from '@sim/utils/string'
 import { useParams } from 'next/navigation'
 import { usePostHog } from 'posthog-js/react'
 import { GmailIcon, SlackIcon } from '@/components/icons'
 import {
   INTEGRATIONS,
-  type OAuthServiceMatch,
   resolveOAuthServiceForIntegration,
   resolveOAuthServiceForSlug,
 } from '@/lib/integrations'
 import { captureEvent } from '@/lib/posthog/client'
 import { ConnectOAuthModal } from '@/app/workspace/[workspaceId]/components/connect-oauth-modal'
+import { computeConnectorActions } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions'
+import type {
+  Action,
+  ActionIcon,
+  OAuthConnectTarget,
+} from '@/app/workspace/[workspaceId]/home/components/suggested-actions/types'
+import { weightedSample } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/weighted-sample'
+import { useSearchCredentials } from '@/app/workspace/[workspaceId]/search/hooks/use-search-credentials'
 import { BrandIcon } from '@/blocks/brand-icon'
 import { getAllBlockMeta } from '@/blocks/registry'
 import type { ModuleTag } from '@/blocks/types'
@@ -23,12 +29,7 @@ import { useWorkspaceCredentials } from '@/hooks/queries/credentials'
 import { useKnowledgeBasesQuery } from '@/hooks/queries/kb/knowledge'
 import { useOAuthConnections } from '@/hooks/queries/oauth/oauth-connections'
 import { useTablesList } from '@/hooks/queries/tables'
-
-type Icon = ComponentType<{ className?: string; style?: CSSProperties }>
-
-type Action =
-  | { kind: 'prompt'; id: string; label: string; prompt: string; icon: Icon }
-  | { kind: 'integration'; id: string; label: string; icon: Icon; slug: string }
+import { type MothershipMode, useMothershipModeStore } from '@/stores/mothership-mode/store'
 
 /** Lookup integration slug by OAuth service display name (case-insensitive). */
 const SLUG_BY_LOWER_NAME: ReadonlyMap<string, string> = new Map(
@@ -51,7 +52,7 @@ interface Candidate {
   blockType: string
   label: string
   prompt: string
-  icon: Icon
+  icon: ActionIcon
   modules: readonly ModuleTag[]
   featured: boolean
   popular: boolean
@@ -101,7 +102,7 @@ const CANDIDATES: readonly Candidate[] = (() => {
         blockType,
         label: template.title,
         prompt: template.prompt,
-        icon: template.icon as Icon,
+        icon: template.icon as ActionIcon,
         modules: template.modules,
         featured: template.featured ?? false,
         popular: template.category === 'popular',
@@ -147,34 +148,13 @@ function scoreCandidate(c: Candidate, signals: Signals): number {
   return weight
 }
 
-/**
- * Weighted sampling without replacement. Each pick's probability is
- * proportional to its weight, so the set stays varied while staying relevant.
- */
-function weightedSample<T>(pool: readonly T[], n: number, weightOf: (item: T) => number): T[] {
-  const remaining = pool.map((item) => ({ item, weight: Math.max(weightOf(item), 0) }))
-  const out: T[] = []
-  while (out.length < n && remaining.length > 0) {
-    const total = remaining.reduce((sum, entry) => sum + entry.weight, 0)
-    if (total <= 0) break
-    let roll = randomFloat() * total
-    const index = remaining.findIndex((entry) => {
-      roll -= entry.weight
-      return roll <= 0
-    })
-    const [picked] = remaining.splice(index === -1 ? remaining.length - 1 : index, 1)
-    out.push(picked.item)
-  }
-  return out
-}
-
 const EMPTY_CREDENTIALS: NonNullable<ReturnType<typeof useWorkspaceCredentials>['data']> = []
 const EMPTY_SERVICES: NonNullable<ReturnType<typeof useOAuthConnections>['data']> = []
 
 type ServiceInfo = NonNullable<ReturnType<typeof useOAuthConnections>['data']>[number]
 
 function toPromptAction(c: Candidate): Action {
-  return { kind: 'prompt', id: c.id, label: c.label, prompt: c.prompt, icon: c.icon }
+  return { kind: 'prompt', id: c.id, label: c.label, icon: c.icon, prompt: c.prompt }
 }
 
 function toIntegrationAction(service: ServiceInfo, slug: string): Action {
@@ -251,6 +231,12 @@ const INITIAL_ACTIONS: Action[] = [
     .map(toPromptAction),
 ]
 
+/** Section heading per composer mode — Search reads as a connect-your-sources list. */
+const HEADINGS: Record<MothershipMode, string> = {
+  build: 'Suggested actions',
+  search: 'Connect Sim Search',
+}
+
 interface SuggestedActionsProps {
   onSelectPrompt: (prompt: string) => void
 }
@@ -258,6 +244,7 @@ interface SuggestedActionsProps {
 export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
   const { workspaceId } = useParams<{ workspaceId: string }>()
   const posthog = usePostHog()
+  const mode = useMothershipModeStore((state) => state.mode)
 
   const { data: credentials = EMPTY_CREDENTIALS } = useWorkspaceCredentials({
     workspaceId,
@@ -268,6 +255,8 @@ export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
   const { data: knowledgeBases = [] } = useKnowledgeBasesQuery(workspaceId, {
     enabled: Boolean(workspaceId),
   })
+  const { credentials: searchCredentials, isPending: searchCredentialsPending } =
+    useSearchCredentials(workspaceId)
 
   const [expanded, setExpanded] = useState(true)
   /**
@@ -282,7 +271,7 @@ export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
    * to `null` (via `onOpenChange(false)`) closes it. Mirrors the local-state
    * pattern used by the integrations detail page.
    */
-  const [oauthTarget, setOAuthTarget] = useState<OAuthServiceMatch | null>(null)
+  const [oauthTarget, setOAuthTarget] = useState<OAuthConnectTarget | null>(null)
 
   const connectedProviders = useMemo(
     () =>
@@ -304,17 +293,39 @@ export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
     [connectedProviders, tables.length, knowledgeBases.length]
   )
 
+  const connectedSearchProviders = useMemo(
+    () =>
+      new Set(
+        searchCredentials
+          .map((credential) => credential.providerId)
+          .filter((providerId): providerId is string => Boolean(providerId))
+      ),
+    [searchCredentials]
+  )
+
   /**
-   * Personalized suggestions, re-sampled whenever signals resolve. Falls back to
+   * Each mode's list is memoized on its own inputs alone, so switching modes —
+   * or the other mode's signals settling — never re-samples it.
+   *
+   * Search lists connectors to attach, and waits for the viewer's credentials:
+   * sampling against an empty set would list connected providers and then
+   * reshuffle when the query lands. Build lists personalized suggestions,
+   * re-sampled whenever signals resolve, and falls back to
    * {@link INITIAL_ACTIONS} until the credential and service queries have loaded
    * — and stays there for users with no connections — so first paint never
-   * flashes.
+   * flashes. The store's default mode is Build, so the server render never
+   * shows the sampled Search list.
    */
-  const actions = useMemo(() => {
+  const searchActions = useMemo(
+    () => (searchCredentialsPending ? [] : computeConnectorActions(connectedSearchProviders)),
+    [searchCredentialsPending, connectedSearchProviders]
+  )
+  const buildActions = useMemo(() => {
     const personalized = services.length > 0 && connectedProviders.size > 0
     if (!personalized) return INITIAL_ACTIONS
     return computeActions(services, signals)
   }, [connectedProviders, services, signals])
+  const actions = mode === 'search' ? searchActions : buildActions
 
   const handleSelect = (action: Action, position: number) => {
     captureEvent(posthog, 'suggested_action_clicked', {
@@ -329,8 +340,9 @@ export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
       onSelectPrompt(action.prompt)
       return
     }
-    const match = resolveOAuthServiceForSlug(action.slug)
-    if (match) setOAuthTarget(match)
+    const target =
+      action.kind === 'connector' ? action.target : resolveOAuthServiceForSlug(action.slug)
+    if (target) setOAuthTarget(target)
   }
 
   const handleToggleExpanded = () => {
@@ -351,7 +363,7 @@ export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
         aria-expanded={expanded}
         className='group/toggle flex w-full cursor-pointer items-center gap-2'
       >
-        <span className='text-[var(--text-muted)] text-caption'>Suggested actions</span>
+        <span className='text-[var(--text-muted)] text-caption'>{HEADINGS[mode]}</span>
         {/*
          * Revealed by hovering anywhere in the section — the group sits on the
          * section wrapper rather than this row, so the action rows below arm it just
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/types.ts b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/types.ts
new file mode 100644
index 00000000000..98c51898c9c
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/types.ts
@@ -0,0 +1,22 @@
+import type { ComponentType, CSSProperties } from 'react'
+
+export type ActionIcon = ComponentType<{ className?: string; style?: CSSProperties }>
+
+/** What the OAuth connect modal needs to start a connection for one service. */
+export interface OAuthConnectTarget {
+  providerId: string
+  requiredScopes: readonly string[]
+  serviceName: string
+  serviceIcon: ComponentType<{ className?: string }>
+}
+
+/**
+ * One suggested-action row. `prompt` rows populate the input with a curated
+ * prompt; `integration` rows resolve their OAuth service from the catalog slug
+ * on click; `connector` rows — the Search-mode "Connect X" rows — carry their
+ * connect target directly. Both connecting kinds open the OAuth connect modal.
+ */
+export type Action =
+  | { kind: 'prompt'; id: string; label: string; icon: ActionIcon; prompt: string }
+  | { kind: 'integration'; id: string; label: string; icon: ActionIcon; slug: string }
+  | { kind: 'connector'; id: string; label: string; icon: ActionIcon; target: OAuthConnectTarget }
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/weighted-sample.ts b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/weighted-sample.ts
new file mode 100644
index 00000000000..b8b6c66607a
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/weighted-sample.ts
@@ -0,0 +1,27 @@
+import { randomFloat } from '@sim/utils/random'
+
+/**
+ * Weighted sampling without replacement. Each pick's probability is
+ * proportional to its weight, so the set stays varied while staying relevant.
+ * A constant weight yields a uniform sample.
+ */
+export function weightedSample<T>(
+  pool: readonly T[],
+  n: number,
+  weightOf: (item: T) => number
+): T[] {
+  const remaining = pool.map((item) => ({ item, weight: Math.max(weightOf(item), 0) }))
+  const out: T[] = []
+  while (out.length < n && remaining.length > 0) {
+    const total = remaining.reduce((sum, entry) => sum + entry.weight, 0)
+    if (total <= 0) break
+    let roll = randomFloat() * total
+    const index = remaining.findIndex((entry) => {
+      roll -= entry.weight
+      return roll <= 0
+    })
+    const [picked] = remaining.splice(index === -1 ? remaining.length - 1 : index, 1)
+    out.push(picked.item)
+  }
+  return out
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/index.ts
index 95d472588c1..7d8bdca03af 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/index.ts
@@ -24,6 +24,7 @@ export {
 export { DropOverlay } from './drop-overlay'
 export { MicButton } from './mic-button'
 export { MicrophonePermissionHelp } from './microphone-permission-help'
+export { ModeSwitcher } from './mode-switcher'
 export { PlusMenuDropdown } from './plus-menu-dropdown'
 export type {
   PromptEditorInstance,
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/index.ts
new file mode 100644
index 00000000000..46800468812
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/index.ts
@@ -0,0 +1 @@
+export { ModeSwitcher } from './mode-switcher'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
new file mode 100644
index 00000000000..f44dbb101a5
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
@@ -0,0 +1,110 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockCaptureEvent } = vi.hoisted(() => ({ mockCaptureEvent: vi.fn() }))
+
+vi.mock('next/navigation', () => ({
+  useParams: () => ({ workspaceId: 'workspace-1' }),
+}))
+vi.mock('posthog-js/react', () => ({ usePostHog: () => null }))
+vi.mock('@/lib/posthog/client', () => ({ captureEvent: mockCaptureEvent }))
+
+import { ModeSwitcher } from '@/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher'
+import { useMothershipModeStore } from '@/stores/mothership-mode/store'
+
+let root: Root | null = null
+let container: HTMLDivElement | null = null
+
+function mount() {
+  ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+  container = document.createElement('div')
+  document.body.appendChild(container)
+  root = createRoot(container)
+  act(() => root?.render(<ModeSwitcher />))
+}
+
+function trigger(): HTMLButtonElement {
+  const node = container?.querySelector('button')
+  if (!node) throw new Error('Switcher trigger did not render')
+  return node
+}
+
+/** Opens the menu the way a pointer does — Radix opens on `pointerdown`. */
+function openMenu() {
+  act(() => {
+    trigger().dispatchEvent(new MouseEvent('pointerdown', { bubbles: true, button: 0 }))
+  })
+}
+
+function items(): HTMLElement[] {
+  return Array.from(document.querySelectorAll<HTMLElement>('[role="menuitem"]'))
+}
+
+beforeEach(() => {
+  mockCaptureEvent.mockClear()
+  useMothershipModeStore.getState().reset()
+})
+
+afterEach(() => {
+  if (root) act(() => root?.unmount())
+  container?.remove()
+  root = null
+  container = null
+})
+
+describe('ModeSwitcher', () => {
+  it('renders the active mode as a label-only round chip and defaults to Build', () => {
+    mount()
+
+    const button = trigger()
+    expect(button.textContent).toBe('Build')
+    expect(button.getAttribute('aria-label')).toBe('Mode: Build')
+    expect(button.className).toContain('h-[30px]')
+    expect(button.className).toContain('rounded-full')
+    expect(button.className).not.toContain('rounded-lg')
+    expect(button.className).toContain('hover-hover:bg-[var(--surface-hover)]')
+    expect(button.querySelector('svg')).toBeNull()
+  })
+
+  it('lists both modes and checks the active one', () => {
+    mount()
+    openMenu()
+
+    const rows = items()
+    expect(rows.map((row) => row.textContent)).toEqual(['Build', 'Search'])
+    expect(rows[0].querySelector('svg')).not.toBeNull()
+    expect(rows[1].querySelector('svg')).toBeNull()
+  })
+
+  it('switches the shared mode and reports the change', () => {
+    mount()
+    openMenu()
+
+    act(() => {
+      items()[1].dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
+    })
+
+    expect(useMothershipModeStore.getState().mode).toBe('search')
+    expect(trigger().textContent).toBe('Search')
+    expect(mockCaptureEvent).toHaveBeenCalledWith(null, 'chat_mode_changed', {
+      workspace_id: 'workspace-1',
+      mode: 'search',
+    })
+  })
+
+  it('does not report re-selecting the active mode', () => {
+    mount()
+    openMenu()
+
+    act(() => {
+      items()[0].dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
+    })
+
+    expect(useMothershipModeStore.getState().mode).toBe('build')
+    expect(mockCaptureEvent).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
new file mode 100644
index 00000000000..60d58ada236
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
@@ -0,0 +1,63 @@
+'use client'
+
+import { memo } from 'react'
+import {
+  Chip,
+  DropdownMenu,
+  DropdownMenuContent,
+  DropdownMenuItem,
+  DropdownMenuItemLabel,
+  DropdownMenuTrigger,
+} from '@sim/emcn'
+import { Check } from '@sim/emcn/icons'
+import { useParams } from 'next/navigation'
+import { usePostHog } from 'posthog-js/react'
+import { captureEvent } from '@/lib/posthog/client'
+import {
+  MOTHERSHIP_MODES,
+  type MothershipMode,
+  useMothershipModeStore,
+} from '@/stores/mothership-mode/store'
+
+const MODE_LABELS: Record<MothershipMode, string> = {
+  build: 'Build',
+  search: 'Search',
+}
+
+/**
+ * The composer's Build / Search switcher: a label-only `Chip` in its `round`
+ * shape — chip chrome throughout (`--text-body` label, `--surface-hover` on
+ * hover, no text-color shift), fully round to sit in the toolbar's row of
+ * round controls — opening a two-row menu that checks the active mode, as
+ * `ChipDropdown` does.
+ */
+export const ModeSwitcher = memo(function ModeSwitcher() {
+  const { workspaceId } = useParams<{ workspaceId: string }>()
+  const posthog = usePostHog()
+  const mode = useMothershipModeStore((state) => state.mode)
+  const setMode = useMothershipModeStore((state) => state.setMode)
+
+  const handleSelect = (next: MothershipMode) => {
+    if (next === mode) return
+    setMode(next)
+    captureEvent(posthog, 'chat_mode_changed', { workspace_id: workspaceId, mode: next })
+  }
+
+  return (
+    <DropdownMenu>
+      <DropdownMenuTrigger asChild>
+        <Chip shape='round' aria-label={`Mode: ${MODE_LABELS[mode]}`}>
+          {MODE_LABELS[mode]}
+        </Chip>
+      </DropdownMenuTrigger>
+      <DropdownMenuContent align='end'>
+        {MOTHERSHIP_MODES.map((option) => (
+          <DropdownMenuItem key={option} onSelect={() => handleSelect(option)}>
+            <DropdownMenuItemLabel label={MODE_LABELS[option]} />
+            {option === mode && <Check className='!ml-auto !size-[16px]' />}
+          </DropdownMenuItem>
+        ))}
+      </DropdownMenuContent>
+    </DropdownMenu>
+  )
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
index 13c23d419cf..3b0bb976a7b 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
@@ -25,6 +25,7 @@ import {
   DropOverlay,
   MicButton,
   MicrophonePermissionHelp,
+  ModeSwitcher,
   PromptEditor,
   SendButton,
   usePromptEditor,
@@ -512,8 +513,12 @@ const UserInputImpl = forwardRef<UserInputHandle, UserInputProps>(function UserI
     return () => window.cancelAnimationFrame(raf)
   }, [textareaRef])
 
+  /**
+   * Menu rows are excluded alongside buttons: the mode switcher's items are
+   * portaled, so their clicks still bubble here through the React tree.
+   */
   const handleContainerClick = (e: React.MouseEvent<HTMLDivElement>) => {
-    if ((e.target as HTMLElement).closest('button, [role="dialog"]')) return
+    if ((e.target as HTMLElement).closest('button, [role="dialog"], [role="menu"]')) return
     textareaRef.current?.focus()
   }
 
@@ -678,6 +683,7 @@ const UserInputImpl = forwardRef<UserInputHandle, UserInputProps>(function UserI
           </Tooltip.Root>
         </div>
         <div className='flex items-center gap-1.5'>
+          <ModeSwitcher />
           {isSttSupported && (
             <MicButton
               audioLevelsRef={audioLevelsRef}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index 0cff110666d..c3c08b406f2 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -52,10 +52,17 @@ import {
   CreditsChip,
   MothershipChat,
   MothershipResourcesProvider,
-  SuggestedActions,
   UserInput,
   type UserInputHandle,
 } from './components'
+/**
+ * Imported from its own folder, not the components barrel: the workflow copilot
+ * panel imports that barrel for the chat pieces, and a barrel edge to this
+ * component would drag the Sim Search connector catalog — every connector
+ * meta — into the workflow editor's graph. See sim-imports.md, "Code-splitting
+ * through barrels".
+ */
+import { SuggestedActions } from './components/suggested-actions'
 import {
   getMothershipUseChatOptions,
   type ResourceEventOptions,
diff --git a/apps/sim/app/workspace/[workspaceId]/search/connected/[credentialId]/page.tsx b/apps/sim/app/workspace/[workspaceId]/search/connected/[credentialId]/page.tsx
new file mode 100644
index 00000000000..3c4d3ddbc94
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/search/connected/[credentialId]/page.tsx
@@ -0,0 +1,15 @@
+import type { Metadata } from 'next'
+import { SearchCredentialDetail } from '@/app/workspace/[workspaceId]/search/connected/[credentialId]/search-credential-detail'
+
+export const metadata: Metadata = {
+  title: 'Connected Sim Search Connector',
+}
+
+export default async function SearchCredentialPage({
+  params,
+}: {
+  params: Promise<{ workspaceId: string; credentialId: string }>
+}) {
+  const { workspaceId, credentialId } = await params
+  return <SearchCredentialDetail workspaceId={workspaceId} credentialId={credentialId} />
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/search/connected/[credentialId]/search-credential-detail.tsx b/apps/sim/app/workspace/[workspaceId]/search/connected/[credentialId]/search-credential-detail.tsx
new file mode 100644
index 00000000000..8f00ee19c60
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/search/connected/[credentialId]/search-credential-detail.tsx
@@ -0,0 +1,240 @@
+'use client'
+
+import { useState } from 'react'
+import {
+  Chip,
+  ChipConfirmModal,
+  ChipCopyInput,
+  ChipInput,
+  ChipLink,
+  ChipTextarea,
+  cn,
+  toast,
+} from '@sim/emcn'
+import { ArrowLeft } from '@sim/emcn/icons'
+import { createLogger } from '@sim/logger'
+import { getErrorMessage } from '@sim/utils/errors'
+import { useRouter } from 'next/navigation'
+import { SaveDiscardChips } from '@/components/settings/save-discard-actions'
+import { writeOAuthReturnContext } from '@/lib/credentials/client-state'
+import { resolveCredentialDisplay } from '@/lib/integrations'
+import {
+  CredentialDetailHeading,
+  CredentialDetailLayout,
+  DetailSection,
+  UnsavedChangesModal,
+  useCredentialDetailForm,
+} from '@/app/workspace/[workspaceId]/components/credential-detail'
+import {
+  RESOURCE_TILE_BASE,
+  RESOURCE_TILE_PLAIN,
+} from '@/app/workspace/[workspaceId]/components/resource-tile'
+import { IntegrationTile } from '@/app/workspace/[workspaceId]/integrations/components/integrations-showcase'
+import { useSearchCredentials } from '@/app/workspace/[workspaceId]/search/hooks/use-search-credentials'
+import { SettingsEmptyState } from '@/app/workspace/[workspaceId]/settings/components/settings-empty-state'
+import { useCreateCredentialDraft, useDeleteWorkspaceCredential } from '@/hooks/queries/credentials'
+import { useConnectOAuthService } from '@/hooks/queries/oauth/oauth-connections'
+import { useOAuthReturnRouter } from '@/hooks/use-oauth-return'
+
+const logger = createLogger('SearchCredentialDetail')
+
+interface SearchCredentialDetailProps {
+  workspaceId: string
+  credentialId: string
+}
+
+/**
+ * A connected Sim Search credential: the integrations connected-credential page
+ * without its sharing. Connections here are personal, so there is no Share
+ * action and no members section — the credential resolves only when the viewer
+ * created it, and anyone else lands on "not found". Reconnect and Disconnect
+ * go through the same credential draft and delete paths as integrations.
+ */
+export function SearchCredentialDetail({ workspaceId, credentialId }: SearchCredentialDetailProps) {
+  const router = useRouter()
+  const searchHref = `/workspace/${workspaceId}/search`
+
+  useOAuthReturnRouter()
+
+  const { credentials, isPending: credentialsLoading } = useSearchCredentials(workspaceId)
+  const connectOAuthService = useConnectOAuthService()
+  const createDraft = useCreateCredentialDraft()
+  const deleteCredential = useDeleteWorkspaceCredential()
+
+  const credential = credentials.find((c) => c.id === credentialId) ?? null
+  const isAdmin = credential?.role === 'admin'
+
+  const [showDeleteConfirmDialog, setShowDeleteConfirmDialog] = useState(false)
+
+  const form = useCredentialDetailForm({ credential, isAdmin, backHref: searchHref })
+
+  const display = credential ? resolveCredentialDisplay(credential) : null
+
+  const handleReconnect = async () => {
+    if (!credential?.providerId) return
+    try {
+      const draft = await createDraft.mutateAsync({
+        workspaceId,
+        providerId: credential.providerId,
+        displayName: credential.displayName,
+        description: credential.description || undefined,
+        credentialId: credential.id,
+      })
+      writeOAuthReturnContext({
+        origin: 'integrations',
+        displayName: credential.displayName,
+        providerId: credential.providerId,
+        preCount: credentials.filter((c) => c.providerId === credential.providerId).length,
+        workspaceId,
+        reconnect: true,
+        requestedAt: Date.now(),
+      })
+      await connectOAuthService.mutateAsync({
+        providerId: credential.providerId,
+        callbackURL: window.location.href,
+        draftId: draft.draftId,
+      })
+    } catch (error: unknown) {
+      toast.error("Couldn't start reconnect", {
+        description: getErrorMessage(error, 'Please try again in a moment.'),
+      })
+      logger.error('Failed to reconnect Sim Search credential', error)
+    }
+  }
+
+  const handleConfirmDelete = async () => {
+    if (!credential) return
+    try {
+      await deleteCredential.mutateAsync(credential.id)
+      setShowDeleteConfirmDialog(false)
+      router.push(searchHref)
+    } catch (error) {
+      toast.error("Couldn't disconnect", {
+        description: getErrorMessage(error, 'Please try again in a moment.'),
+      })
+      logger.error('Failed to disconnect Sim Search credential', error)
+    }
+  }
+
+  const back = (
+    <ChipLink href={searchHref} onClick={form.handleBackClick} leftIcon={ArrowLeft}>
+      Search
+    </ChipLink>
+  )
+
+  const actions =
+    credential && isAdmin ? (
+      <>
+        <Chip
+          onClick={handleReconnect}
+          disabled={createDraft.isPending || connectOAuthService.isPending}
+          leftIcon={display?.icon ?? undefined}
+        >
+          Reconnect
+        </Chip>
+        <Chip
+          onClick={() => setShowDeleteConfirmDialog(true)}
+          disabled={deleteCredential.isPending}
+        >
+          Disconnect
+        </Chip>
+        <SaveDiscardChips
+          dirty={form.isDirty}
+          saving={form.isSaving}
+          onSave={form.save}
+          onDiscard={form.discard}
+        />
+      </>
+    ) : null
+
+  if (credentialsLoading && !credential) {
+    return (
+      <CredentialDetailLayout back={back} actions={actions}>
+        <SettingsEmptyState variant='inline'>Loading…</SettingsEmptyState>
+      </CredentialDetailLayout>
+    )
+  }
+
+  if (!credential) {
+    return (
+      <CredentialDetailLayout back={back} actions={actions}>
+        <SettingsEmptyState variant='inline'>Credential not found.</SettingsEmptyState>
+      </CredentialDetailLayout>
+    )
+  }
+
+  return (
+    <>
+      <CredentialDetailLayout back={back} actions={actions}>
+        <CredentialDetailHeading
+          leading={
+            display?.icon ? (
+              <IntegrationTile blockType={display.blockType} icon={display.icon} />
+            ) : (
+              <div className={cn(RESOURCE_TILE_BASE, RESOURCE_TILE_PLAIN)}>
+                <span className='text-[var(--text-tertiary)] text-small'>
+                  {credential.displayName.slice(0, 1) || '?'}
+                </span>
+              </div>
+            )
+          }
+          title={display?.detailTitle ?? credential.displayName}
+          subtitle={display?.detailSubtitle ?? 'Connected service'}
+        />
+
+        <DetailSection title='Credential ID'>
+          <ChipCopyInput id='credential-id' value={credential.id} copyLabel='Copy credential ID' />
+        </DetailSection>
+
+        <DetailSection title='Display Name'>
+          <ChipInput
+            id='credential-display-name'
+            value={form.displayNameDraft}
+            onChange={(event) => form.setDisplayNameDraft(event.target.value)}
+            autoComplete='off'
+            data-lpignore='true'
+            disabled={!isAdmin}
+          />
+        </DetailSection>
+
+        <DetailSection title='Description'>
+          <ChipTextarea
+            id='credential-description'
+            rows={4}
+            value={form.descriptionDraft}
+            onChange={(event) => form.setDescriptionDraft(event.target.value)}
+            placeholder='Add a description...'
+            maxLength={500}
+            autoComplete='off'
+            data-lpignore='true'
+            disabled={!isAdmin}
+          />
+        </DetailSection>
+      </CredentialDetailLayout>
+
+      <ChipConfirmModal
+        open={showDeleteConfirmDialog}
+        onOpenChange={setShowDeleteConfirmDialog}
+        srTitle='Disconnect Connector'
+        title='Disconnect Connector'
+        text={[
+          'Are you sure you want to disconnect ',
+          { text: credential.displayName, bold: true },
+          '? This action cannot be undone.',
+        ]}
+        confirm={{
+          label: 'Disconnect',
+          onClick: handleConfirmDelete,
+          pending: deleteCredential.isPending,
+          pendingLabel: 'Disconnecting...',
+        }}
+      />
+
+      <UnsavedChangesModal
+        open={form.showUnsavedAlert}
+        onOpenChange={form.setShowUnsavedAlert}
+        onDiscard={form.confirmDiscard}
+      />
+    </>
+  )
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/search/error.tsx b/apps/sim/app/workspace/[workspaceId]/search/error.tsx
new file mode 100644
index 00000000000..d4520d2d64f
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/search/error.tsx
@@ -0,0 +1,15 @@
+'use client'
+
+import { type ErrorBoundaryProps, ErrorState } from '@/app/workspace/[workspaceId]/components'
+
+export default function SearchError({ error, reset }: ErrorBoundaryProps) {
+  return (
+    <ErrorState
+      error={error}
+      reset={reset}
+      title='Failed to load Sim Search'
+      description='Something went wrong while loading your Sim Search connectors. Please try again.'
+      loggerName='SearchError'
+    />
+  )
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/search/hooks/use-search-credentials.ts b/apps/sim/app/workspace/[workspaceId]/search/hooks/use-search-credentials.ts
new file mode 100644
index 00000000000..c298ca4e737
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/search/hooks/use-search-credentials.ts
@@ -0,0 +1,48 @@
+'use client'
+
+import { useMemo } from 'react'
+import { useSession } from '@/lib/auth/auth-client'
+import { isSearchConnectorProvider } from '@/lib/sim-search/connectors'
+import { useWorkspaceCredentials, type WorkspaceCredential } from '@/hooks/queries/credentials'
+
+const EMPTY_CREDENTIALS: readonly WorkspaceCredential[] = []
+
+interface UseSearchCredentialsResult {
+  /** The viewer's own OAuth credentials for Sim Search connector providers. */
+  credentials: readonly WorkspaceCredential[]
+  isPending: boolean
+}
+
+/**
+ * The credentials the Sim Search surface shows as connected. Sim Search
+ * connections are personal: the surface lists only credentials the viewer
+ * created, so a workspace admin — who can see every shared credential — still
+ * sees just their own here. Service accounts are excluded, as they are from the
+ * knowledge-base connector picker: no connector can authenticate with one.
+ *
+ * Reads the same unfiltered workspace credential query the integrations pages
+ * use, so the two surfaces share one cache and one invalidation path.
+ */
+export function useSearchCredentials(workspaceId: string): UseSearchCredentialsResult {
+  const { data: session, isPending: sessionPending } = useSession()
+  const userId = session?.user?.id
+  const { data: allCredentials, isPending: credentialsPending } = useWorkspaceCredentials({
+    workspaceId,
+    enabled: Boolean(workspaceId),
+  })
+
+  const credentials = useMemo(() => {
+    if (!userId || !allCredentials) return EMPTY_CREDENTIALS
+    return allCredentials.filter(
+      (credential) =>
+        credential.type === 'oauth' &&
+        credential.createdBy === userId &&
+        isSearchConnectorProvider(credential.providerId)
+    )
+  }, [allCredentials, userId])
+
+  return {
+    credentials,
+    isPending: sessionPending || (Boolean(workspaceId) && credentialsPending),
+  }
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/search/page.tsx b/apps/sim/app/workspace/[workspaceId]/search/page.tsx
new file mode 100644
index 00000000000..1623fd074e2
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/search/page.tsx
@@ -0,0 +1,30 @@
+import { Suspense } from 'react'
+import type { Metadata } from 'next'
+import { IntegrationTabsHeader } from '@/app/workspace/[workspaceId]/components'
+import { Search } from '@/app/workspace/[workspaceId]/search/search'
+
+export const metadata: Metadata = {
+  title: 'Search',
+}
+
+/**
+ * Sim Search page entry. `Search` reads URL query params via nuqs (which uses
+ * `useSearchParams` internally), so it must sit under a Suspense boundary. The
+ * fallback renders the real page chrome (background + tab header) so a suspend
+ * never shows a blank frame.
+ */
+export default async function SearchPage({ params }: { params: Promise<{ workspaceId: string }> }) {
+  const { workspaceId } = await params
+
+  return (
+    <Suspense
+      fallback={
+        <div className='flex h-full flex-col bg-[var(--bg)]'>
+          <IntegrationTabsHeader active='search' workspaceId={workspaceId} />
+        </div>
+      }
+    >
+      <Search />
+    </Suspense>
+  )
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search-params.ts b/apps/sim/app/workspace/[workspaceId]/search/search-params.ts
new file mode 100644
index 00000000000..c55f7709913
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/search/search-params.ts
@@ -0,0 +1,17 @@
+import { parseAsString } from 'nuqs/server'
+
+/**
+ * `search` filters the Sim Search connector list by name and description. The
+ * input is controlled directly by the instant nuqs value; only its URL write is
+ * debounced via `useDebouncedSearchSetter` — never written on every keystroke.
+ */
+export const connectorSearchParam = {
+  key: 'search',
+  parser: parseAsString.withDefault(''),
+} as const
+
+/** Search is filter view-state: clean URLs, no back-stack churn. */
+export const connectorSearchUrlKeys = {
+  history: 'replace',
+  clearOnDefault: true,
+} as const
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx b/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
new file mode 100644
index 00000000000..37cd5cf59b0
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
@@ -0,0 +1,176 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, describe, expect, it, vi } from 'vitest'
+
+vi.mock('next/navigation', () => ({
+  useParams: () => ({ workspaceId: 'workspace-1' }),
+}))
+vi.mock('nuqs', () => ({
+  useQueryState: () => ['', vi.fn()],
+}))
+vi.mock('@/hooks/use-debounced-search-setter', () => ({
+  useDebouncedSearchSetter: (write: (value: string) => void) => write,
+}))
+vi.mock('@/lib/auth/auth-client', () => ({
+  useSession: () => ({ data: { user: { id: 'user-1' } }, isPending: false }),
+}))
+vi.mock('@/hooks/use-permission-config', () => ({
+  usePermissionConfig: () => ({
+    integrationAvailability: new Map([
+      ['confluence', { state: 'ready', oauthAvailable: true }],
+      /* A service-account-only deployment: the block is usable, the OAuth path is not. */
+      ['slack', { state: 'limited', oauthAvailable: false }],
+    ]),
+  }),
+}))
+vi.mock('@/app/workspace/[workspaceId]/integrations/hooks/use-scroll-restoration', () => ({
+  useScrollRestoration: () => {},
+}))
+vi.mock('@/hooks/use-oauth-return', () => ({
+  useOAuthReturnRouter: () => {},
+}))
+vi.mock('@/app/workspace/[workspaceId]/components', () => ({
+  IntegrationTabsHeader: () => null,
+}))
+vi.mock('@/app/workspace/[workspaceId]/components/connect-oauth-modal', () => ({
+  ConnectOAuthModal: ({ open, providerId }: { open: boolean; providerId: string }) =>
+    open ? <div data-testid='connect-modal'>{providerId}</div> : null,
+}))
+vi.mock('@/blocks', () => ({ getBlock: () => undefined }))
+vi.mock('@/lib/integrations', () => ({
+  resolveCredentialDisplay: () => ({ icon: () => null, blockType: 'confluence', subtitle: 'Sub' }),
+}))
+
+vi.mock('@/lib/sim-search/connectors', () => {
+  const icon = () => null
+  const connector = (type: string, name: string, description: string) => ({
+    type,
+    meta: { id: type, name, description, icon },
+    providerId: type,
+    requiredScopes: [],
+    serviceName: name,
+    serviceIcon: icon,
+    blockType: type,
+  })
+  const providers = new Set(['confluence', 'jira', 'slack'])
+  return {
+    SEARCH_CONNECTORS: [
+      connector('confluence', 'Confluence', 'Sync Confluence pages'),
+      connector('jira', 'Jira', 'Sync Jira issues'),
+      connector('slack', 'Slack', 'Sync Slack messages'),
+    ],
+    isSearchConnectorProvider: (providerId: string | null) =>
+      providerId !== null && providers.has(providerId),
+  }
+})
+
+const credential = (overrides: Record<string, unknown>) => ({
+  id: 'cred',
+  workspaceId: 'workspace-1',
+  type: 'oauth',
+  displayName: 'Credential',
+  description: null,
+  unredacted: false,
+  providerId: 'confluence',
+  accountId: null,
+  envKey: null,
+  envOwnerUserId: null,
+  createdBy: 'user-1',
+  createdAt: '',
+  updatedAt: '',
+  role: 'admin',
+  ...overrides,
+})
+
+vi.mock('@/hooks/queries/credentials', () => ({
+  useWorkspaceCredentials: () => ({
+    isPending: false,
+    data: [
+      credential({ id: 'cred-mine', displayName: 'My Confluence' }),
+      credential({
+        id: 'cred-theirs',
+        displayName: 'Teammate Jira',
+        providerId: 'jira',
+        createdBy: 'user-2',
+      }),
+      credential({ id: 'cred-sa', displayName: 'Service Account', type: 'service_account' }),
+      credential({ id: 'cred-github', displayName: 'My GitHub', providerId: 'github' }),
+    ],
+  }),
+}))
+
+import { Search } from '@/app/workspace/[workspaceId]/search/search'
+
+let root: Root | null = null
+let container: HTMLDivElement | null = null
+
+function mount() {
+  ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+  container = document.createElement('div')
+  document.body.appendChild(container)
+  root = createRoot(container)
+  act(() => root?.render(<Search />))
+}
+
+function sectionLabels(): string[] {
+  return Array.from(container?.querySelectorAll('section > div > span') ?? []).map(
+    (node) => node.textContent ?? ''
+  )
+}
+
+function hrefs(): Array<string | null> {
+  return Array.from(container?.querySelectorAll('a') ?? []).map((a) => a.getAttribute('href'))
+}
+
+function connectButton(name: string): HTMLButtonElement | null {
+  return container?.querySelector<HTMLButtonElement>(`button[aria-label="Connect ${name}"]`) ?? null
+}
+
+afterEach(() => {
+  if (root) act(() => root?.unmount())
+  container?.remove()
+  root = null
+  container = null
+})
+
+describe('Search', () => {
+  it('lists the viewer’s own search-connector credentials under Connected', () => {
+    mount()
+
+    expect(sectionLabels()).toEqual(['Connected', 'Sim Search Connectors'])
+    const text = container?.textContent ?? ''
+    expect(text).toContain('My Confluence')
+    expect(text).not.toContain('Teammate Jira')
+    expect(text).not.toContain('Service Account')
+    expect(text).not.toContain('My GitHub')
+    expect(hrefs()).toContain('/workspace/workspace-1/search/connected/cred-mine')
+  })
+
+  it('opens the connect modal for a connector instead of navigating', () => {
+    mount()
+
+    const connect = connectButton('Confluence')
+    expect(connect).not.toBeNull()
+    expect(hrefs()).not.toContain('/workspace/workspace-1/search/confluence')
+    expect(document.querySelector('[data-testid="connect-modal"]')).toBeNull()
+
+    act(() => {
+      connect?.dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
+    })
+
+    expect(document.querySelector('[data-testid="connect-modal"]')?.textContent).toBe('confluence')
+  })
+
+  it('disables a connector whose OAuth path is unavailable, even when the block is usable', () => {
+    mount()
+
+    expect(connectButton('Jira')).not.toBeNull()
+    expect(connectButton('Slack')).toBeNull()
+    expect(container?.textContent).toContain(
+      'Unavailable in this deployment. Contact your administrator.'
+    )
+  })
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search.tsx b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
new file mode 100644
index 00000000000..a6ff812c978
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
@@ -0,0 +1,210 @@
+'use client'
+
+import { useRef, useState } from 'react'
+import { ChipInput } from '@sim/emcn'
+import { Search as SearchIcon } from '@sim/emcn/icons'
+import { useParams } from 'next/navigation'
+import { useQueryState } from 'nuqs'
+import { resolveCredentialDisplay } from '@/lib/integrations'
+import { SEARCH_CONNECTORS, type SearchConnector } from '@/lib/sim-search/connectors'
+import { IntegrationTabsHeader } from '@/app/workspace/[workspaceId]/components'
+import { ConnectOAuthModal } from '@/app/workspace/[workspaceId]/components/connect-oauth-modal'
+import { IntegrationSection } from '@/app/workspace/[workspaceId]/integrations/components/integration-section'
+import { IntegrationTile } from '@/app/workspace/[workspaceId]/integrations/components/integrations-showcase'
+import { useScrollRestoration } from '@/app/workspace/[workspaceId]/integrations/hooks/use-scroll-restoration'
+import { CONNECTED_LABEL } from '@/app/workspace/[workspaceId]/integrations/search-params'
+import { useSearchCredentials } from '@/app/workspace/[workspaceId]/search/hooks/use-search-credentials'
+import {
+  connectorSearchParam,
+  connectorSearchUrlKeys,
+} from '@/app/workspace/[workspaceId]/search/search-params'
+import { SettingsEmptyState } from '@/app/workspace/[workspaceId]/settings/components/settings-empty-state'
+import { SettingsResourceRow } from '@/app/workspace/[workspaceId]/settings/components/settings-resource-row'
+import type { WorkspaceCredential } from '@/hooks/queries/credentials'
+import { useDebouncedSearchSetter } from '@/hooks/use-debounced-search-setter'
+import { useOAuthReturnRouter } from '@/hooks/use-oauth-return'
+import { usePermissionConfig } from '@/hooks/use-permission-config'
+
+const CONNECTORS_LABEL = 'Sim Search Connectors'
+
+interface ConnectorItemProps {
+  connector: SearchConnector
+  unavailable: boolean
+  onConnect: (connector: SearchConnector) => void
+}
+
+/**
+ * A connector row acts in place — it opens the connect modal — so it carries no
+ * navigation chevron; only a connected credential leads to a page of its own.
+ */
+function ConnectorItem({ connector, unavailable, onConnect }: ConnectorItemProps) {
+  return (
+    <SettingsResourceRow
+      iconVariant='custom'
+      icon={<IntegrationTile blockType={connector.blockType} icon={connector.meta.icon} />}
+      title={connector.meta.name}
+      description={
+        unavailable
+          ? 'Unavailable in this deployment. Contact your administrator.'
+          : connector.meta.description
+      }
+      onClick={unavailable ? undefined : () => onConnect(connector)}
+      clickLabel={`Connect ${connector.meta.name}`}
+      disabled={unavailable}
+    />
+  )
+}
+
+interface ConnectedItemProps {
+  credential: WorkspaceCredential
+  workspaceId: string
+}
+
+function ConnectedItem({ credential, workspaceId }: ConnectedItemProps) {
+  const display = resolveCredentialDisplay(credential)
+  if (!display.icon) return null
+  return (
+    <SettingsResourceRow
+      iconVariant='custom'
+      icon={<IntegrationTile blockType={display.blockType} icon={display.icon} />}
+      title={credential.displayName}
+      description={credential.description || display.subtitle}
+      href={`/workspace/${workspaceId}/search/connected/${credential.id}`}
+      clickLabel={`Open ${credential.displayName}`}
+      navigable
+    />
+  )
+}
+
+/**
+ * The Sim Search connector catalog: the viewer's own connections first, then
+ * every connector a personal OAuth connection can power. Same shell and rows
+ * as the Integrations page, minus its showcase and category filter — the
+ * connector set is small enough that the search box alone narrows it. A
+ * connector row opens the OAuth connect modal right here; the OAuth redirect
+ * lands back on this page, where the return router reports the outcome.
+ */
+export function Search() {
+  const scrollContainerRef = useRef<HTMLDivElement>(null)
+  useOAuthReturnRouter()
+  const params = useParams()
+  const workspaceId = (params?.workspaceId as string) || ''
+  const { integrationAvailability } = usePermissionConfig()
+  const [connectTarget, setConnectTarget] = useState<SearchConnector | null>(null)
+
+  const [searchTerm, setSearchTermParam] = useQueryState(connectorSearchParam.key, {
+    ...connectorSearchParam.parser,
+    ...connectorSearchUrlKeys,
+  })
+  /**
+   * The input is controlled directly by the instant nuqs value; only the URL
+   * write is debounced. Filtering below is cheap in-memory over a static list,
+   * so it reads the instant value too.
+   */
+  const setSearchTerm = useDebouncedSearchSetter(setSearchTermParam)
+
+  const { credentials, isPending: credentialsLoading } = useSearchCredentials(workspaceId)
+
+  useScrollRestoration(scrollContainerRef, { ready: !credentialsLoading })
+
+  const normalizedSearch = searchTerm.trim().toLowerCase()
+
+  const visibleCredentials = normalizedSearch
+    ? credentials.filter((credential) => {
+        const display = resolveCredentialDisplay(credential)
+        return [credential.displayName, credential.description ?? '', display.subtitle].some(
+          (text) => text.toLowerCase().includes(normalizedSearch)
+        )
+      })
+    : credentials
+
+  const visibleConnectors = normalizedSearch
+    ? SEARCH_CONNECTORS.filter(
+        (connector) =>
+          connector.meta.name.toLowerCase().includes(normalizedSearch) ||
+          connector.meta.description.toLowerCase().includes(normalizedSearch)
+      )
+    : SEARCH_CONNECTORS
+
+  const showNoResults =
+    Boolean(normalizedSearch) && visibleCredentials.length === 0 && visibleConnectors.length === 0
+
+  return (
+    <div className='flex h-full flex-col bg-[var(--bg)]'>
+      <IntegrationTabsHeader active='search' workspaceId={workspaceId} />
+      <div
+        ref={scrollContainerRef}
+        className='min-h-0 flex-1 overflow-y-auto px-6 [scrollbar-gutter:stable_both-edges]'
+      >
+        <div className='mx-auto flex max-w-[48rem] flex-col gap-7 pb-3'>
+          <ChipInput
+            icon={SearchIcon}
+            placeholder='Search connectors...'
+            value={searchTerm}
+            onChange={(e) => setSearchTerm(e.target.value)}
+            disabled={credentialsLoading}
+          />
+
+          <div className='flex flex-col gap-7'>
+            {visibleCredentials.length > 0 && (
+              <IntegrationSection label={CONNECTED_LABEL}>
+                {visibleCredentials.map((credential) => (
+                  <ConnectedItem
+                    key={credential.id}
+                    credential={credential}
+                    workspaceId={workspaceId}
+                  />
+                ))}
+              </IntegrationSection>
+            )}
+
+            {visibleConnectors.length > 0 && (
+              <IntegrationSection label={CONNECTORS_LABEL}>
+                {visibleConnectors.map((connector) => {
+                  /**
+                   * The OAuth path specifically: an integration's `state` can
+                   * read `limited` on a service-account-only deployment, but a
+                   * connector authenticates with OAuth alone.
+                   */
+                  const availability = integrationAvailability.get(
+                    connector.blockType.toLowerCase()
+                  )
+                  const unavailable = availability ? !availability.oauthAvailable : false
+                  return (
+                    <ConnectorItem
+                      key={connector.type}
+                      connector={connector}
+                      unavailable={unavailable}
+                      onConnect={setConnectTarget}
+                    />
+                  )
+                })}
+              </IntegrationSection>
+            )}
+
+            {showNoResults && (
+              <SettingsEmptyState variant='inline'>
+                No connectors found matching “{searchTerm}”
+              </SettingsEmptyState>
+            )}
+          </div>
+        </div>
+      </div>
+      {connectTarget && workspaceId && (
+        <ConnectOAuthModal
+          mode='connect'
+          origin='integrations'
+          open
+          onOpenChange={(open) => {
+            if (!open) setConnectTarget(null)
+          }}
+          workspaceId={workspaceId}
+          providerId={connectTarget.providerId}
+          requiredScopes={connectTarget.requiredScopes}
+          serviceName={connectTarget.serviceName}
+          serviceIcon={connectTarget.serviceIcon}
+        />
+      )}
+    </div>
+  )
+}
diff --git a/apps/sim/lib/posthog/events.ts b/apps/sim/lib/posthog/events.ts
index 85da54723a7..71c9643839a 100644
--- a/apps/sim/lib/posthog/events.ts
+++ b/apps/sim/lib/posthog/events.ts
@@ -614,10 +614,19 @@ export interface PostHogEventMap {
     action_id?: string
   }
 
-  /** A home-page suggested action was clicked. `action_id` is the candidate id (e.g. `gmail-0`). */
+  /** The chat composer's mode switcher picked a different mode. */
+  chat_mode_changed: {
+    workspace_id: string
+    mode: 'build' | 'search'
+  }
+
+  /**
+   * A home-page suggested action was clicked. `action_id` is the candidate id
+   * (e.g. `gmail-0`); `connector` rows are the Search-mode "Connect X" rows.
+   */
   suggested_action_clicked: {
     workspace_id: string
-    kind: 'prompt' | 'integration'
+    kind: 'prompt' | 'integration' | 'connector'
     action_id: string
     label: string
     position: number
diff --git a/apps/sim/lib/sim-search/connectors.test.ts b/apps/sim/lib/sim-search/connectors.test.ts
new file mode 100644
index 00000000000..e7c3aa5f641
--- /dev/null
+++ b/apps/sim/lib/sim-search/connectors.test.ts
@@ -0,0 +1,94 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it, vi } from 'vitest'
+
+vi.mock('@/connectors/registry', () => {
+  const icon = () => null
+  return {
+    CONNECTOR_META_REGISTRY: {
+      mintlify: { id: 'mintlify', name: 'Mintlify', auth: { mode: 'apiKey' }, icon },
+      jsm: {
+        id: 'jsm',
+        name: 'Jira Service Management',
+        auth: { mode: 'oauth', provider: 'jira' },
+        icon,
+      },
+      jira: { id: 'jira', name: 'Jira', auth: { mode: 'oauth', provider: 'jira' }, icon },
+      google_drive: {
+        id: 'google_drive',
+        name: 'Google Drive',
+        auth: { mode: 'oauth', provider: 'google-drive' },
+        icon,
+      },
+      gmail: {
+        id: 'gmail',
+        name: 'Gmail',
+        auth: { mode: 'oauth', provider: 'google-email' },
+        icon,
+      },
+      unknown: {
+        id: 'unknown',
+        name: 'Unknown',
+        auth: { mode: 'oauth', provider: 'not-a-service' },
+        icon,
+      },
+    },
+  }
+})
+
+vi.mock('@/lib/oauth', () => {
+  const services = {
+    jira: { providerId: 'jira', name: 'Jira', icon: () => null },
+    'google-drive': { providerId: 'google-drive', name: 'Google Drive', icon: () => null },
+    gmail: { providerId: 'google-email', name: 'Gmail', icon: () => null },
+  }
+  return {
+    getServiceConfigByServiceId: (serviceId: string) =>
+      services[serviceId as keyof typeof services] ?? null,
+    getServiceConfigByProviderId: (providerId: string) =>
+      Object.values(services).find((service) => service.providerId === providerId) ?? null,
+    getCanonicalScopesForProvider: (providerId: string) => [`${providerId}:read`],
+  }
+})
+
+vi.mock('@/lib/integrations/credential-display', () => ({
+  getIntegrationsForCredentialProvider: (providerId: string) =>
+    providerId === 'jira' ? [{ type: 'jira' }] : [],
+}))
+
+import { isSearchConnectorProvider, SEARCH_CONNECTORS } from '@/lib/sim-search/connectors'
+
+describe('SEARCH_CONNECTORS', () => {
+  it('lists OAuth connectors with a registered service, alphabetically', () => {
+    expect(SEARCH_CONNECTORS.map((connector) => connector.type)).toEqual([
+      'gmail',
+      'google_drive',
+      'jira',
+      'jsm',
+    ])
+  })
+
+  it('resolves the provider, scopes, and brand block type per connector', () => {
+    const jsm = SEARCH_CONNECTORS.find((connector) => connector.type === 'jsm')
+    expect(jsm).toMatchObject({
+      providerId: 'jira',
+      requiredScopes: ['jira:read'],
+      serviceName: 'Jira',
+      blockType: 'jira',
+    })
+    const drive = SEARCH_CONNECTORS.find((connector) => connector.type === 'google_drive')
+    expect(drive).toMatchObject({ blockType: 'google_drive' })
+    const gmail = SEARCH_CONNECTORS.find((connector) => connector.type === 'gmail')
+    expect(gmail).toMatchObject({ providerId: 'google-email', serviceName: 'Gmail' })
+  })
+})
+
+describe('isSearchConnectorProvider', () => {
+  it('matches credentials by provider, including shared providers', () => {
+    expect(isSearchConnectorProvider('jira')).toBe(true)
+    expect(isSearchConnectorProvider('google-drive')).toBe(true)
+    expect(isSearchConnectorProvider('slack')).toBe(false)
+    expect(isSearchConnectorProvider(null)).toBe(false)
+  })
+})
diff --git a/apps/sim/lib/sim-search/connectors.ts b/apps/sim/lib/sim-search/connectors.ts
new file mode 100644
index 00000000000..4995ff64717
--- /dev/null
+++ b/apps/sim/lib/sim-search/connectors.ts
@@ -0,0 +1,79 @@
+import type { ComponentType } from 'react'
+import { getIntegrationsForCredentialProvider } from '@/lib/integrations/credential-display'
+import {
+  getCanonicalScopesForProvider,
+  getServiceConfigByProviderId,
+  getServiceConfigByServiceId,
+} from '@/lib/oauth'
+import { CONNECTOR_META_REGISTRY } from '@/connectors/registry'
+import type { ConnectorMeta } from '@/connectors/types'
+
+/**
+ * A knowledge-base connector offered on the Sim Search surface: the connector's
+ * client-safe meta paired with the OAuth service a user connects it through.
+ * Only OAuth connectors qualify — an API-key connector has nowhere to keep a
+ * personal key outside a knowledge base, so it stays a knowledge-base flow.
+ */
+export interface SearchConnector {
+  /** `CONNECTOR_META_REGISTRY` key — the id a knowledge base reports in `connectorTypes`. */
+  type: string
+  meta: ConnectorMeta
+  /** Canonical OAuth provider id the connection is stored under. */
+  providerId: string
+  /**
+   * Scopes listed in the connect modal — the provider's canonical set, which is
+   * what the knowledge-base connector flow requests for the same provider.
+   */
+  requiredScopes: readonly string[]
+  /** The OAuth service's own name and mark, for the connect modal. */
+  serviceName: string
+  serviceIcon: ComponentType<{ className?: string }>
+  /**
+   * Block type lending the brand tile and the deployment-availability lookup:
+   * the first catalog integration on the provider, else the connector type.
+   */
+  blockType: string
+}
+
+/**
+ * Every Sim Search connector, alphabetical by name. Built once at module load.
+ *
+ * A connector names its service by service id (`confluence`) or, for Gmail, by
+ * the provider id (`google-email`); the knowledge-base connector flow accepts
+ * both through `getProviderIdFromServiceId`'s raw fallback, so the lookup here
+ * tries the service id first and the provider id second.
+ */
+export const SEARCH_CONNECTORS: readonly SearchConnector[] = Object.entries(CONNECTOR_META_REGISTRY)
+  .flatMap(([type, meta]): SearchConnector[] => {
+    if (meta.auth.mode !== 'oauth') return []
+    const service =
+      getServiceConfigByServiceId(meta.auth.provider) ??
+      getServiceConfigByProviderId(meta.auth.provider)
+    if (!service) return []
+    return [
+      {
+        type,
+        meta,
+        providerId: service.providerId,
+        requiredScopes: getCanonicalScopesForProvider(service.providerId),
+        serviceName: service.name,
+        serviceIcon: service.icon as ComponentType<{ className?: string }>,
+        blockType: getIntegrationsForCredentialProvider(service.providerId)[0]?.type ?? type,
+      },
+    ]
+  })
+  .sort((a, b) => a.meta.name.localeCompare(b.meta.name))
+
+/**
+ * Provider ids some Sim Search connector connects through. Several connectors
+ * share one (Jira and Jira Service Management both use `jira`), so a credential
+ * is matched to the surface by provider rather than to a single connector.
+ */
+const SEARCH_PROVIDER_IDS: ReadonlySet<string> = new Set(
+  SEARCH_CONNECTORS.map((connector) => connector.providerId)
+)
+
+/** Whether a stored credential's provider powers a Sim Search connector. */
+export function isSearchConnectorProvider(providerId: string | null): boolean {
+  return providerId !== null && SEARCH_PROVIDER_IDS.has(providerId)
+}
diff --git a/apps/sim/stores/mothership-mode/store.ts b/apps/sim/stores/mothership-mode/store.ts
new file mode 100644
index 00000000000..049c2cd16bf
--- /dev/null
+++ b/apps/sim/stores/mothership-mode/store.ts
@@ -0,0 +1,38 @@
+import { create } from 'zustand'
+import { devtools } from 'zustand/middleware'
+
+export const MOTHERSHIP_MODES = ['build', 'search'] as const
+
+export type MothershipMode = (typeof MOTHERSHIP_MODES)[number]
+
+interface MothershipModeState {
+  mode: MothershipMode
+  setMode: (mode: MothershipMode) => void
+  reset: () => void
+}
+
+const initialState: Pick<MothershipModeState, 'mode'> = { mode: 'build' }
+
+/**
+ * The chat composer's mode — Build (default) or Search — read by the input's
+ * mode switcher and by the suggested actions beneath the input.
+ *
+ * A store rather than `Home` state because `Home` remounts per chat
+ * (`key={chatId}`) and the new-chat → `/chat/[chatId]` handoff must carry the
+ * mode across. Not a URL param: that handoff rewrites the path with
+ * `history.replaceState`, which would drop a query key, and the mode is a
+ * composer preference rather than a destination (the same reasoning that keeps
+ * canvas mode out of the URL). Deliberately not persisted, so the server render
+ * and the first client render agree — a persisted `search` would hydrate over
+ * server-rendered Build chrome.
+ */
+export const useMothershipModeStore = create<MothershipModeState>()(
+  devtools(
+    (set) => ({
+      ...initialState,
+      setMode: (mode) => set({ mode }),
+      reset: () => set(initialState),
+    }),
+    { name: 'mothership-mode-store' }
+  )
+)
diff --git a/apps/sim/stores/reset-all-stores.ts b/apps/sim/stores/reset-all-stores.ts
index 9665d01a09f..211d8180377 100644
--- a/apps/sim/stores/reset-all-stores.ts
+++ b/apps/sim/stores/reset-all-stores.ts
@@ -3,6 +3,7 @@
 import { getQueryClient } from '@/app/_shell/providers/get-query-client'
 import { useExecutionStore } from '@/stores/execution'
 import { useMothershipDraftsStore } from '@/stores/mothership-drafts/store'
+import { useMothershipModeStore } from '@/stores/mothership-mode/store'
 import { useMothershipQueueStore } from '@/stores/mothership-queue/store'
 import { useOperationQueueStore } from '@/stores/operation-queue/store'
 import {
@@ -55,5 +56,6 @@ export async function resetAllStores(): Promise<void> {
   clearAllExecutionPointers()
   useMothershipDraftsStore.setState({ drafts: {} })
   useMothershipQueueStore.getState().reset()
+  useMothershipModeStore.getState().reset()
   await consolePersistence.persist({ merge: false })
 }
diff --git a/packages/emcn/src/components/chip-dropdown/chip-dropdown.tsx b/packages/emcn/src/components/chip-dropdown/chip-dropdown.tsx
index 16ab7f0fbf9..7932ebee96e 100644
--- a/packages/emcn/src/components/chip-dropdown/chip-dropdown.tsx
+++ b/packages/emcn/src/components/chip-dropdown/chip-dropdown.tsx
@@ -181,6 +181,7 @@ const ChipDropdown = forwardRef<HTMLButtonElement, ChipDropdownProps>(
       leftIcon: LeftIcon,
       className,
       variant = 'filled',
+      shape,
       active,
       fullWidth,
       'aria-label': ariaLabel,
@@ -325,7 +326,7 @@ const ChipDropdown = forwardRef<HTMLButtonElement, ChipDropdownProps>(
             aria-label={ariaLabel}
             aria-labelledby={ariaLabelledBy}
             className={cn(
-              chipVariants({ variant, active, fullWidth }),
+              chipVariants({ variant, shape, active, fullWidth }),
               hasTriggerBorder && TRIGGER_BORDER_CLASS,
               className
             )}
diff --git a/packages/emcn/src/components/chip/chip-chrome.ts b/packages/emcn/src/components/chip/chip-chrome.ts
index c0ed45f02e6..979076d5682 100644
--- a/packages/emcn/src/components/chip/chip-chrome.ts
+++ b/packages/emcn/src/components/chip/chip-chrome.ts
@@ -15,8 +15,10 @@ export const chipFilledSurfaceTokens = `border border-[var(--border-1)] ${chipFi
  */
 export const chipPrimaryFillTokens =
   'bg-[var(--text-primary)] text-[var(--text-inverse)] dark:bg-white dark:text-[var(--bg)]'
+/** The default chip corner radius. `chipVariants`' `shape: 'round'` swaps it for `rounded-full`. */
+export const chipRadiusClass = 'rounded-lg'
 /** Filled surface shared by the chip text fields ({@link ChipInput}, {@link ChipTextarea}) — aligned with `Chip` / `ChipDropdown`. */
-export const chipFieldSurfaceClass = `rounded-lg ${chipFilledSurfaceTokens} transition-colors`
+export const chipFieldSurfaceClass = `${chipRadiusClass} ${chipFilledSurfaceTokens} transition-colors`
 /**
  * The raised "border + drop shadow" ring of the `border-shadow` chip variant: a
  * 1px hairline ring plus a soft drop shadow, in both light and dark. Single
@@ -47,6 +49,13 @@ export const chipFieldTextClass =
  */
 export const chipContentGap = 'gap-1.5'
 
+/**
+ * Chip pill geometry minus its corner radius — height, centering, gap, padding,
+ * text size. `chipVariants` composes this with its `shape` variant so a raw
+ * (non-`cn`) consumer never emits two competing radii; everything else reads
+ * {@link chipGeometryClass}, which adds the default radius back.
+ */
+export const chipGeometryUnroundedClass = `h-[30px] items-center ${chipContentGap} px-2 text-left text-sm`
 /**
  * Chip pill geometry — height, centering, gap, radius, padding, text size — with
  * NO interactivity (no `cursor-pointer`, no hover). `chipVariants` composes this
@@ -54,7 +63,7 @@ export const chipContentGap = 'gap-1.5'
  * current-location label or a non-navigable breadcrumb) reuse it directly to
  * match a chip's shape without inheriting its hover.
  */
-export const chipGeometryClass = `h-[30px] items-center ${chipContentGap} rounded-lg px-2 text-left text-sm`
+export const chipGeometryClass = `${chipGeometryUnroundedClass} ${chipRadiusClass}`
 /** Chip-content icon (non-inverse): 16px, non-shrinking, `--text-icon`. Inverse chip variants override the color to `currentColor`. */
 export const chipContentIconClass = 'size-[16px] flex-shrink-0 text-[var(--text-icon)]'
 /** Fade-free single-line fallback for rich chip content. Plain text labels should render through `OverflowText`. */
diff --git a/packages/emcn/src/components/chip/chip.tsx b/packages/emcn/src/components/chip/chip.tsx
index 1063e1822c2..f06411da8a6 100644
--- a/packages/emcn/src/components/chip/chip.tsx
+++ b/packages/emcn/src/components/chip/chip.tsx
@@ -16,9 +16,10 @@ import {
   chipContentIconClass,
   chipContentLabelClass,
   chipFilledFillTokens,
-  chipGeometryClass,
+  chipGeometryUnroundedClass,
   chipHoverSurfaceClass,
   chipPrimaryFillTokens,
+  chipRadiusClass,
 } from './chip-chrome'
 
 /**
@@ -40,6 +41,9 @@ import {
  * no CSS border, no fill).
  * `active` renders the default/filled chip in its selected state — `--surface-active`, held through hover.
  * `fullWidth` swaps `inline-flex` for block-level `flex`.
+ * `shape` picks the corner radius: the implicit `default` is the `rounded-lg` pill; `round` is fully round
+ * (`rounded-full`) for a chip sitting in a row of round controls. The radius lives in this variant rather than
+ * in the base string so a raw `chipVariants({ shape: 'round' })` consumer emits exactly one radius.
  *
  * The chip carries NO outer margin — spacing between chips belongs to the parent, as a `gap`. It used to ship a
  * default `mx-0.5` "cluster margin" with a `flush` prop to switch it off, which meant a chip's visual box was not
@@ -55,7 +59,7 @@ import {
  * {@link chipHoverSurfaceClass}.
  */
 const chipVariants = cva(
-  `group cursor-pointer ${chipGeometryClass} transition-colors disabled:cursor-not-allowed disabled:opacity-60`,
+  `group cursor-pointer ${chipGeometryUnroundedClass} transition-colors disabled:cursor-not-allowed disabled:opacity-60`,
   {
     variants: {
       variant: {
@@ -68,6 +72,7 @@ const chipVariants = cva(
           'bg-[var(--surface-2)] shadow-[0_0_0_1px_rgba(28,40,64,0.08),0_1px_3px_0_rgba(28,40,64,0.1)] hover-hover:bg-[var(--surface-3)] dark:shadow-[0_0_0_1px_var(--border-1),0_1px_3px_0_rgba(0,0,0,0.3)] dark:hover-hover:bg-[var(--surface-4)]',
         border: `shadow-[0_0_0_1px_rgba(28,40,64,0.08),0_1px_3px_0_rgba(28,40,64,0.1)] ${chipHoverSurfaceClass} dark:shadow-[0_0_0_1px_var(--border-1),0_1px_3px_0_rgba(0,0,0,0.3)]`,
       },
+      shape: { default: chipRadiusClass, round: 'rounded-full' },
       active: { true: '', false: '' },
       fullWidth: { true: 'flex w-full', false: 'inline-flex' },
     },
@@ -75,7 +80,7 @@ const chipVariants = cva(
       { variant: ['default', 'filled'], active: false, className: chipHoverSurfaceClass },
       { variant: ['default', 'filled'], active: true, className: chipActiveSurfaceClass },
     ],
-    defaultVariants: { variant: 'default', active: false, fullWidth: false },
+    defaultVariants: { variant: 'default', shape: 'default', active: false, fullWidth: false },
   }
 )
 
@@ -141,6 +146,7 @@ const Chip = forwardRef<HTMLButtonElement, ChipProps>(function Chip(
   {
     className,
     variant,
+    shape,
     active,
     fullWidth,
     leftIcon,
@@ -156,7 +162,7 @@ const Chip = forwardRef<HTMLButtonElement, ChipProps>(function Chip(
     <button
       ref={ref}
       type={type ?? 'button'}
-      className={cn(chipVariants({ variant, active, fullWidth }), className)}
+      className={cn(chipVariants({ variant, shape, active, fullWidth }), className)}
       {...props}
     >
       <ChipContent
@@ -180,13 +186,24 @@ interface ChipLinkProps
  * @example <ChipLink href='/integrations' active={isCurrent} leftIcon={ArrowLeft}>Integrations</ChipLink>
  */
 const ChipLink = forwardRef<HTMLAnchorElement, ChipLinkProps>(function ChipLink(
-  { className, variant, active, fullWidth, leftIcon, leftAdornment, rightIcon, children, ...props },
+  {
+    className,
+    variant,
+    shape,
+    active,
+    fullWidth,
+    leftIcon,
+    leftAdornment,
+    rightIcon,
+    children,
+    ...props
+  },
   ref
 ) {
   return (
     <Link
       ref={ref}
-      className={cn(chipVariants({ variant, active, fullWidth }), className)}
+      className={cn(chipVariants({ variant, shape, active, fullWidth }), className)}
       {...props}
     >
       <ChipContent
diff --git a/packages/emcn/src/components/index.ts b/packages/emcn/src/components/index.ts
index 736dce6dd56..039102ac8c2 100644
--- a/packages/emcn/src/components/index.ts
+++ b/packages/emcn/src/components/index.ts
@@ -30,9 +30,11 @@ export {
   chipFilledFillTokens,
   chipFilledSurfaceTokens,
   chipGeometryClass,
+  chipGeometryUnroundedClass,
   chipHoverSurfaceClass,
   chipIconSlotClass,
   chipPrimaryFillTokens,
+  chipRadiusClass,
   disclosureChevronClass,
 } from './chip/chip-chrome'
 export { ChipCombobox } from './chip-combobox/chip-combobox'
diff --git a/scripts/check-tool-registry-boundary.baseline.json b/scripts/check-tool-registry-boundary.baseline.json
index 295695c36c5..07290021a4c 100644
--- a/scripts/check-tool-registry-boundary.baseline.json
+++ b/scripts/check-tool-registry-boundary.baseline.json
@@ -83,12 +83,12 @@
       "gateways": {}
     },
     "app/workspace/[workspaceId]/chat/[chatId]/page.tsx": {
-      "modules": 2872,
+      "modules": 2882,
       "gateways": {
-        "apps/sim/app/workspace/[workspaceId]/home/home.tsx": 1301,
-        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/mothership-view.tsx": 923,
-        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/index.ts": 774,
-        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/resource-content/index.ts": 771,
+        "apps/sim/app/workspace/[workspaceId]/home/home.tsx": 1311,
+        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/mothership-view.tsx": 856,
+        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/index.ts": 707,
+        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/resource-content/index.ts": 704,
         "apps/sim/triggers/registry.ts": 483,
         "apps/sim/blocks/registry.ts": 325,
         "apps/sim/lib/auth/index.ts": 248,
@@ -173,12 +173,12 @@
       "gateways": {}
     },
     "app/workspace/[workspaceId]/home/page.tsx": {
-      "modules": 2872,
+      "modules": 2882,
       "gateways": {
-        "apps/sim/app/workspace/[workspaceId]/home/home.tsx": 1301,
-        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/mothership-view.tsx": 923,
-        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/index.ts": 774,
-        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/resource-content/index.ts": 771,
+        "apps/sim/app/workspace/[workspaceId]/home/home.tsx": 1311,
+        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/mothership-view.tsx": 856,
+        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/index.ts": 707,
+        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/resource-content/index.ts": 704,
         "apps/sim/triggers/registry.ts": 483,
         "apps/sim/blocks/registry.ts": 325,
         "apps/sim/lib/auth/index.ts": 248,
@@ -312,7 +312,7 @@
       }
     },
     "app/workspace/[workspaceId]/layout.tsx": {
-      "modules": 2034,
+      "modules": 2035,
       "gateways": {
         "apps/sim/triggers/registry.ts": 483,
         "apps/sim/blocks/registry.ts": 349,
@@ -341,11 +341,11 @@
       }
     },
     "app/workspace/[workspaceId]/logs/page.tsx": {
-      "modules": 1663,
+      "modules": 1662,
       "gateways": {
-        "apps/sim/app/workspace/[workspaceId]/logs/logs.tsx": 1516,
+        "apps/sim/app/workspace/[workspaceId]/logs/logs.tsx": 1515,
         "apps/sim/triggers/registry.ts": 519,
-        "apps/sim/app/workspace/[workspaceId]/logs/components/log-details/components/execution-snapshot/execution-snapshot.tsx": 410,
+        "apps/sim/app/workspace/[workspaceId]/logs/components/log-details/components/execution-snapshot/execution-snapshot.tsx": 409,
         "apps/sim/app/workspace/[workspaceId]/w/components/preview/components/preview-editor/index.ts": 361,
         "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/index.ts": 355,
         "apps/sim/blocks/registry.ts": 345,
@@ -365,6 +365,40 @@
       "modules": 5,
       "gateways": {}
     },
+    "app/workspace/[workspaceId]/search/connected/[credentialId]/page.tsx": {
+      "modules": 1204,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/search/connected/[credentialId]/search-credential-detail.tsx": 1203,
+        "apps/sim/triggers/registry.ts": 519,
+        "apps/sim/blocks/registry.ts": 368,
+        "apps/sim/blocks/registry-maps.ts": 365,
+        "apps/sim/app/workspace/[workspaceId]/search/hooks/use-search-credentials.ts": 68,
+        "apps/sim/app/workspace/[workspaceId]/components/credential-detail/index.ts": 57,
+        "apps/sim/components/permissions/index.ts": 44,
+        "apps/sim/lib/api/contracts/index.ts": 44
+      }
+    },
+    "app/workspace/[workspaceId]/search/error.tsx": {
+      "modules": 146,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/components/index.ts": 145,
+        "apps/sim/app/workspace/[workspaceId]/components/message-actions/index.ts": 110,
+        "apps/sim/hooks/queries/copilot-feedback.ts": 73
+      }
+    },
+    "app/workspace/[workspaceId]/search/page.tsx": {
+      "modules": 1229,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/search/search.tsx": 1083,
+        "apps/sim/blocks/registry.ts": 923,
+        "apps/sim/triggers/index.ts": 521,
+        "apps/sim/triggers/registry.ts": 519,
+        "apps/sim/lib/sim-search/connectors.ts": 67,
+        "apps/sim/app/workspace/[workspaceId]/components/index.ts": 58,
+        "apps/sim/blocks/blocks/credential-group.ts": 47,
+        "apps/sim/lib/api/contracts/index.ts": 38
+      }
+    },
     "app/workspace/[workspaceId]/settings/[section]/error.tsx": {
       "modules": 146,
       "gateways": {
@@ -382,9 +416,9 @@
       "gateways": {}
     },
     "app/workspace/[workspaceId]/settings/[section]/page.tsx": {
-      "modules": 2199,
+      "modules": 2200,
       "gateways": {
-        "apps/sim/app/workspace/[workspaceId]/settings/[section]/settings.tsx": 576,
+        "apps/sim/app/workspace/[workspaceId]/settings/[section]/settings.tsx": 577,
         "apps/sim/triggers/registry.ts": 483,
         "apps/sim/blocks/registry.ts": 345,
         "apps/sim/lib/auth/index.ts": 309,
@@ -542,11 +576,11 @@
       }
     },
     "app/workspace/[workspaceId]/tables/[tableId]/page.tsx": {
-      "modules": 1768,
+      "modules": 1767,
       "gateways": {
-        "apps/sim/app/workspace/[workspaceId]/tables/[tableId]/table.tsx": 1621,
+        "apps/sim/app/workspace/[workspaceId]/tables/[tableId]/table.tsx": 1620,
         "apps/sim/triggers/registry.ts": 519,
-        "apps/sim/app/workspace/[workspaceId]/w/components/preview/index.ts": 342,
+        "apps/sim/app/workspace/[workspaceId]/w/components/preview/index.ts": 341,
         "apps/sim/blocks/registry.ts": 326,
         "apps/sim/app/workspace/[workspaceId]/w/components/preview/components/preview-editor/index.ts": 295,
         "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/index.ts": 291,
@@ -604,9 +638,9 @@
       }
     },
     "app/workspace/[workspaceId]/w/[workflowId]/page.tsx": {
-      "modules": 2018,
+      "modules": 2022,
       "gateways": {
-        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/workflow.tsx": 2017,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/workflow.tsx": 2021,
         "apps/sim/triggers/registry.ts": 519,
         "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/index.ts": 351,
         "apps/sim/blocks/registry.ts": 345,
@@ -617,16 +651,16 @@
       }
     },
     "app/workspace/[workspaceId]/w/page.tsx": {
-      "modules": 2003,
+      "modules": 2007,
       "gateways": {
-        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/index.ts": 848,
-        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/index.ts": 554,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/index.ts": 852,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/index.ts": 558,
         "apps/sim/triggers/registry.ts": 519,
         "apps/sim/blocks/registry.ts": 345,
-        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/index.ts": 317,
-        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/index.ts": 157,
-        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/sub-block.tsx": 150,
-        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/index.ts": 144
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/index.ts": 322,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/index.ts": 163,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/sub-block.tsx": 156,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/index.ts": 150
       }
     },
     "app/workspace/layout.tsx": {
@@ -643,9 +677,9 @@
       }
     },
     "app/workspace/page.tsx": {
-      "modules": 1082,
+      "modules": 1083,
       "gateways": {
-        "apps/sim/lib/auth/stale-session-recovery.ts": 990,
+        "apps/sim/lib/auth/stale-session-recovery.ts": 991,
         "apps/sim/triggers/index.ts": 521,
         "apps/sim/triggers/registry.ts": 519,
         "apps/sim/blocks/registry.ts": 368,

From 3c319f07139edf7bd277bd889431463f3d312a4b Mon Sep 17 00:00:00 2001
From: Emir Karabeg <emirkarabeg@berkeley.edu>
Date: Tue, 1 Sep 2026 17:36:44 -0700
Subject: [PATCH 02/76] fix(search): harden source parsing, availability, and
 provider matching

- validate <source> urls by parsing them and requiring a host, so a
  malformed value never renders a dead citation link
- gate Search-mode suggestions on deployment OAuth availability, sharing
  the predicate with the Search catalog
- match connected credentials across a service's additional provider ids
  (Salesforce sandbox) and count them in connector telemetry
- collect footer sources from the rendered text segments, covering a
  block-less message's fallback text and excluding subagent lanes
- use a distinctive citation-link sentinel and an absolute import for
  SuggestedActions
- teach the email tokens transcription test the composed chip geometry
---
 .../components/chat-content/chat-content.tsx  | 15 ++++---
 .../special-tags/special-tags.test.ts         | 12 ++---
 .../components/special-tags/special-tags.tsx  | 14 +++++-
 .../message-content/message-content.tsx       | 29 +++++++++---
 .../components/message-content/utils.test.ts  | 29 ++++--------
 .../home/components/message-content/utils.ts  | 20 +++------
 .../connector-actions.test.ts                 | 27 +++++++++--
 .../suggested-actions/connector-actions.ts    | 21 ++++++---
 .../suggested-actions.test.tsx                | 26 +++++++++--
 .../suggested-actions/suggested-actions.tsx   | 15 +++++--
 .../app/workspace/[workspaceId]/home/home.tsx | 16 +++----
 .../[workspaceId]/search/search.test.tsx      |  5 +++
 .../workspace/[workspaceId]/search/search.tsx | 33 ++++++--------
 .../emails/_styles/base.tokens.test.ts        | 12 ++++-
 apps/sim/lib/sim-search/connectors.test.ts    | 45 ++++++++++++++++++-
 apps/sim/lib/sim-search/connectors.ts         | 31 ++++++++++++-
 16 files changed, 249 insertions(+), 101 deletions(-)

diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/chat-content.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/chat-content.tsx
index d1bfce2c1b2..03ccd3c54e0 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/chat-content.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/chat-content.tsx
@@ -128,14 +128,19 @@ function nextInlineSegmentLabel(segment?: ContentSegment): string {
 
 /**
  * The `<source>` payloads of the segment being rendered, in emission order. An
- * inline citation is written into the markdown as `[label](#src-N)` so it flows
- * with its paragraph, and the link renderer resolves `N` back through this
- * context — the component map is static, so it is the one channel from segment
- * data into it.
+ * inline citation is written into the markdown as a link to a sentinel
+ * fragment carrying the payload's index, so it flows with its paragraph, and
+ * the link renderer resolves the index back through this context — the
+ * component map is static, so it is the one channel from segment data into it.
  */
 const SourceRefsContext = createContext<readonly SourceTagData[]>([])
 
-const SOURCE_LINK_PREFIX = '#src-'
+/**
+ * Fragment prefix of a generated citation link. Internal — never navigated —
+ * and deliberately not a name the model would write on its own; an index that
+ * resolves to no parsed source falls back to the link text.
+ */
+const SOURCE_LINK_PREFIX = '#sim-source-ref-'
 
 interface SourceReferenceProps {
   index: number
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.test.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.test.ts
index afddf868ad3..3dab938af28 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.test.ts
@@ -1407,12 +1407,14 @@ describe('source tag', () => {
   })
 
   it('rejects a source without an absolute http(s) url', () => {
-    const { segments } = parseSpecialTags(
-      'See <source>{"url":"docs/internal.md","siteName":"Docs"}</source>.',
-      false
-    )
+    for (const url of ['docs/internal.md', 'https://?', 'ftp://host/x', 'https://a b.example/x']) {
+      const { segments } = parseSpecialTags(
+        `See <source>{"url":"${url}","siteName":"Docs"}</source>.`,
+        false
+      )
 
-    expect(segments.some((segment) => segment.type === 'source')).toBe(false)
+      expect(segments.some((segment) => segment.type === 'source')).toBe(false)
+    }
   })
 
   it('hides a half-arrived source opener while streaming', () => {
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx
index 2527cba6ec7..0328463259a 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx
@@ -556,9 +556,19 @@ function isMothershipErrorTagData(value: unknown): value is MothershipErrorTagDa
   )
 }
 
-/** Only an absolute http(s) URL can be linked; anything else is not a source. */
+/**
+ * Only an absolute http(s) URL with a host can be linked; anything else is not
+ * a source. Parsed rather than pattern-matched so a malformed value such as
+ * `https://?` — which a prefix check would accept — never becomes a dead link.
+ */
 function isHttpUrl(value: unknown): value is string {
-  return typeof value === 'string' && /^https?:\/\/\S+$/i.test(value.trim())
+  if (typeof value !== 'string' || /\s/.test(value)) return false
+  try {
+    const url = new URL(value)
+    return (url.protocol === 'http:' || url.protocol === 'https:') && url.hostname.length > 0
+  } catch {
+    return false
+  }
 }
 
 function isSourceTagData(value: unknown): value is SourceTagData {
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
index 2faa16d3d4e..19ca71fc900 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
@@ -864,7 +864,6 @@ function MessageContentInner({
     () => (blocks.length > 0 ? parseBlocks(blocks) : []),
     [blocks, blockOverlayVersion]
   )
-  const sources = useMemo(() => collectMessageSources(blocks), [blocks])
 
   const [trailingRevealing, setTrailingRevealing] = useState(false)
   const handleTrailingRevealChange = useCallback((revealing: boolean) => {
@@ -880,12 +879,28 @@ function MessageContentInner({
   }, [])
   const [isStreamIdle, setIsStreamIdle] = useState(false)
 
-  const segments: MessageSegment[] =
-    parsed.length > 0
-      ? parsed
-      : fallbackContent?.trim()
-        ? [{ type: 'text' as const, id: 'text-fallback', content: fallbackContent }]
-        : []
+  const segments = useMemo<MessageSegment[]>(
+    () =>
+      parsed.length > 0
+        ? parsed
+        : fallbackContent?.trim()
+          ? [{ type: 'text', id: 'text-fallback', content: fallbackContent }]
+          : [],
+    [parsed, fallbackContent]
+  )
+  /**
+   * Collected from the segments that render, not the raw blocks: that is the
+   * same text the inline chips come from, so the footer agrees with them — it
+   * covers the fallback text of a block-less message and leaves out lane text
+   * that `parseBlocks` folds into agent groups.
+   */
+  const sources = useMemo(
+    () =>
+      collectMessageSources(
+        segments.flatMap((segment) => (segment.type === 'text' ? [segment.content] : []))
+      ),
+    [segments]
+  )
   const visibleStreamActivityKey = getVisibleStreamActivityKey(segments)
 
   // Every visible stream update restarts the quiet-period clock. A layout
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.test.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.test.ts
index c9795080947..de5bd6402fe 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.test.ts
@@ -2,7 +2,6 @@
  * @vitest-environment node
  */
 import { describe, expect, it } from 'vitest'
-import { ContentBlockType } from '@/app/workspace/[workspaceId]/home/types'
 import { collectMessageSources, deriveMessagePhase, resolveToolDisplayState } from './utils'
 
 describe('deriveMessagePhase', () => {
@@ -41,33 +40,21 @@ describe('resolveToolDisplayState', () => {
 describe('collectMessageSources', () => {
   const source = (url: string, extra = '') => `<source>{"url":"${url}"${extra}}</source>`
 
-  it('collects every distinct source across the message text, in first-cited order', () => {
-    const blocks = [
-      {
-        type: ContentBlockType.text,
-        content: `First point. ${source('https://a.example/1', ',"siteName":"A"')} Second. ${source('https://b.example/2')}`,
-      },
-      { type: ContentBlockType.tool_call },
-      {
-        type: ContentBlockType.text,
-        content: `Again. ${source('https://a.example/1')} New. ${source('https://c.example/3')}`,
-      },
+  it('collects every distinct source across the given text, in first-cited order', () => {
+    const texts = [
+      `First point. ${source('https://a.example/1', ',"siteName":"A"')} Second. ${source('https://b.example/2')}`,
+      `Again. ${source('https://a.example/1')} New. ${source('https://c.example/3')}`,
     ]
 
-    expect(collectMessageSources(blocks).map((entry) => entry.url)).toEqual([
+    expect(collectMessageSources(texts).map((entry) => entry.url)).toEqual([
       'https://a.example/1',
       'https://b.example/2',
       'https://c.example/3',
     ])
-    expect(collectMessageSources(blocks)[0].siteName).toBe('A')
+    expect(collectMessageSources(texts)[0].siteName).toBe('A')
   })
 
-  it('ignores subagent lanes and text without sources', () => {
-    const blocks = [
-      { type: ContentBlockType.subagent_text, content: source('https://lane.example/x') },
-      { type: ContentBlockType.text, content: 'Plain prose.' },
-    ]
-
-    expect(collectMessageSources(blocks)).toEqual([])
+  it('returns nothing for prose without sources', () => {
+    expect(collectMessageSources(['Plain prose.', ''])).toEqual([])
   })
 })
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.ts
index 286d997c1d6..166f5fd01c5 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.ts
@@ -25,25 +25,19 @@ import {
   parseSpecialTags,
   type SourceTagData,
 } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
-import {
-  type ContentBlock,
-  ContentBlockType,
-  type ToolCallStatus,
-} from '@/app/workspace/[workspaceId]/home/types'
+import type { ToolCallStatus } from '@/app/workspace/[workspaceId]/home/types'
 
 export type IconComponent = ComponentType<SVGProps<SVGSVGElement>>
 
 /**
- * Every distinct `<source>` cited in the message's own prose, in first-cited
- * order, for the footer strip. Only main-lane text counts: subagent lanes fold
- * into agent groups rather than the answer, and a tool's output is not a
- * citation.
+ * Every distinct `<source>` cited across the given prose, in first-cited order,
+ * for the footer strip. Callers pass the text segments the message actually
+ * renders as its answer.
  */
-export function collectMessageSources(blocks: ContentBlock[]): SourceTagData[] {
+export function collectMessageSources(texts: readonly string[]): SourceTagData[] {
   const byUrl = new Map<string, SourceTagData>()
-  for (const block of blocks) {
-    if (block.type !== ContentBlockType.text || !block.content) continue
-    for (const segment of parseSpecialTags(block.content, false).segments) {
+  for (const text of texts) {
+    for (const segment of parseSpecialTags(text, false).segments) {
       if (segment.type === 'source' && !byUrl.has(segment.data.url)) {
         byUrl.set(segment.data.url, segment.data)
       }
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.test.ts b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.test.ts
index bacd4157759..e1290578c36 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.test.ts
@@ -15,12 +15,17 @@ vi.mock('@/lib/sim-search/connectors', () => {
     type,
     meta: { id: type, name, description: `Sync ${name}`, icon },
     providerId,
+    providerIds: [providerId],
     requiredScopes: [],
     serviceName: name,
     serviceIcon: icon,
     blockType: type,
   })
   return {
+    isSearchConnectorConnected: (
+      candidate: { providerIds: string[] },
+      connected: ReadonlySet<string>
+    ) => candidate.providerIds.some((providerId) => connected.has(providerId)),
     SEARCH_CONNECTORS: [
       connector('airtable', 'Airtable', 'airtable'),
       connector('confluence', 'Confluence', 'confluence'),
@@ -34,6 +39,8 @@ vi.mock('@/lib/sim-search/connectors', () => {
 
 import { computeConnectorActions } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions'
 
+const ALL_AVAILABLE = () => true
+
 describe('computeConnectorActions', () => {
   beforeEach(() => {
     /** A zero roll always samples the first remaining candidate, so the rotation is catalog order. */
@@ -41,7 +48,7 @@ describe('computeConnectorActions', () => {
   })
 
   it('pins Confluence, Jira, and JSM first and fills the last slot from the rotation', () => {
-    const actions = computeConnectorActions(new Set())
+    const actions = computeConnectorActions(new Set(), ALL_AVAILABLE)
 
     expect(actions.map((action) => action.id)).toEqual([
       'connect-confluence',
@@ -57,17 +64,31 @@ describe('computeConnectorActions', () => {
   })
 
   it('drops every connector on a connected provider and refills from the rotation', () => {
-    const actions = computeConnectorActions(new Set(['jira', 'airtable']))
+    const actions = computeConnectorActions(new Set(['jira', 'airtable']), ALL_AVAILABLE)
+
+    expect(actions.map((action) => action.id)).toEqual([
+      'connect-confluence',
+      'connect-notion',
+      'connect-slack',
+    ])
+  })
+
+  it('drops connectors this deployment cannot connect, pinned or not', () => {
+    const actions = computeConnectorActions(
+      new Set(),
+      (connector) => connector.type !== 'jira' && connector.type !== 'airtable'
+    )
 
     expect(actions.map((action) => action.id)).toEqual([
       'connect-confluence',
+      'connect-jsm',
       'connect-notion',
       'connect-slack',
     ])
   })
 
   it('returns fewer than four rows once the rotation is exhausted', () => {
-    const actions = computeConnectorActions(new Set(['airtable', 'notion', 'slack']))
+    const actions = computeConnectorActions(new Set(['airtable', 'notion', 'slack']), ALL_AVAILABLE)
 
     expect(actions.map((action) => action.id)).toEqual([
       'connect-confluence',
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.ts b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.ts
index 360ccc8064e..dfb30c4765b 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.ts
@@ -1,4 +1,8 @@
-import { SEARCH_CONNECTORS, type SearchConnector } from '@/lib/sim-search/connectors'
+import {
+  isSearchConnectorConnected,
+  SEARCH_CONNECTORS,
+  type SearchConnector,
+} from '@/lib/sim-search/connectors'
 import type { Action } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/types'
 import { weightedSample } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/weighted-sample'
 
@@ -39,12 +43,17 @@ function toConnectorAction(connector: SearchConnector): Action {
  * sample of the rest to fill four slots. A connector whose provider the viewer
  * has already connected is dropped from both halves — so Jira and Jira Service
  * Management, which share one provider, leave together — and a pinned slot
- * freed that way is taken by the rotation.
+ * freed that way is taken by the rotation. Connectors this deployment cannot
+ * connect are dropped the same way, so a row never opens a modal that fails.
  */
-export function computeConnectorActions(connectedProviderIds: ReadonlySet<string>): Action[] {
-  const isConnected = (connector: SearchConnector) => connectedProviderIds.has(connector.providerId)
-  const pinned = PINNED.filter((connector) => !isConnected(connector))
-  const pool = ROTATING.filter((connector) => !isConnected(connector))
+export function computeConnectorActions(
+  connectedProviderIds: ReadonlySet<string>,
+  isAvailable: (connector: SearchConnector) => boolean
+): Action[] {
+  const offered = (connector: SearchConnector) =>
+    isAvailable(connector) && !isSearchConnectorConnected(connector, connectedProviderIds)
+  const pinned = PINNED.filter(offered)
+  const pool = ROTATING.filter(offered)
   const rotating = weightedSample(pool, CONNECTOR_ACTION_COUNT - pinned.length, () => 1)
   return [...pinned, ...rotating].map(toConnectorAction)
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
index e7446072101..f997520eaf3 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
@@ -32,6 +32,11 @@ vi.mock('@/hooks/queries/kb/knowledge', () => ({
 vi.mock('@/app/workspace/[workspaceId]/search/hooks/use-search-credentials', () => ({
   useSearchCredentials: mockUseSearchCredentials,
 }))
+vi.mock('@/hooks/use-permission-config', () => ({
+  usePermissionConfig: () => ({
+    integrationAvailability: new Map([['notion', { state: 'unavailable', oauthAvailable: false }]]),
+  }),
+}))
 
 /** The Build-mode pool is built from the block catalog at module load; an empty catalog keeps it to the table starters. */
 vi.mock('@/blocks/registry', () => ({ getAllBlockMeta: () => ({}), getAllBlocks: () => [] }))
@@ -42,18 +47,28 @@ vi.mock('@/lib/sim-search/connectors', () => {
     type,
     meta: { id: type, name, description: `Sync ${name}`, icon },
     providerId,
+    providerIds: [providerId],
     requiredScopes: ['read'],
     serviceName: name,
     serviceIcon: icon,
     blockType: type,
   })
   return {
+    isSearchConnectorConnected: (
+      candidate: { providerIds: string[] },
+      connected: ReadonlySet<string>
+    ) => candidate.providerIds.some((providerId) => connected.has(providerId)),
+    isSearchConnectorAvailable: (
+      candidate: { blockType: string },
+      availability: ReadonlyMap<string, { oauthAvailable: boolean }>
+    ) => availability.get(candidate.blockType)?.oauthAvailable ?? true,
     SEARCH_CONNECTORS: [
       connector('airtable', 'Airtable', 'airtable'),
       connector('confluence', 'Confluence', 'confluence'),
       connector('jira', 'Jira', 'jira'),
       connector('jsm', 'Jira Service Management', 'jira'),
       connector('notion', 'Notion', 'notion'),
+      connector('slack', 'Slack', 'slack'),
     ],
   }
 })
@@ -117,7 +132,7 @@ describe('SuggestedActions', () => {
     expect(rows().map((row) => row.textContent)).toContain('Integrate with Slack')
   })
 
-  it('swaps to the connector list in Search mode, minus providers already connected', () => {
+  it('swaps to the connector list in Search mode, minus connected and unavailable connectors', () => {
     mount()
 
     act(() => useMothershipModeStore.getState().setMode('search'))
@@ -126,7 +141,7 @@ describe('SuggestedActions', () => {
     expect(rows().map((row) => row.textContent)).toEqual([
       'Connect Confluence',
       'Connect Airtable',
-      'Connect Notion',
+      'Connect Slack',
     ])
   })
 
@@ -144,7 +159,12 @@ describe('SuggestedActions', () => {
     expect(mockCaptureEvent).toHaveBeenCalledWith(
       null,
       'suggested_action_clicked',
-      expect.objectContaining({ kind: 'connector', action_id: 'connect-confluence', position: 0 })
+      expect.objectContaining({
+        kind: 'connector',
+        action_id: 'connect-confluence',
+        position: 0,
+        connected_provider_count: 1,
+      })
     )
   })
 })
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
index ac16d620a49..c1f47260b06 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
@@ -13,6 +13,7 @@ import {
   resolveOAuthServiceForSlug,
 } from '@/lib/integrations'
 import { captureEvent } from '@/lib/posthog/client'
+import { isSearchConnectorAvailable } from '@/lib/sim-search/connectors'
 import { ConnectOAuthModal } from '@/app/workspace/[workspaceId]/components/connect-oauth-modal'
 import { computeConnectorActions } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions'
 import type {
@@ -29,6 +30,7 @@ import { useWorkspaceCredentials } from '@/hooks/queries/credentials'
 import { useKnowledgeBasesQuery } from '@/hooks/queries/kb/knowledge'
 import { useOAuthConnections } from '@/hooks/queries/oauth/oauth-connections'
 import { useTablesList } from '@/hooks/queries/tables'
+import { usePermissionConfig } from '@/hooks/use-permission-config'
 import { type MothershipMode, useMothershipModeStore } from '@/stores/mothership-mode/store'
 
 /** Lookup integration slug by OAuth service display name (case-insensitive). */
@@ -245,6 +247,7 @@ export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
   const { workspaceId } = useParams<{ workspaceId: string }>()
   const posthog = usePostHog()
   const mode = useMothershipModeStore((state) => state.mode)
+  const { integrationAvailability } = usePermissionConfig()
 
   const { data: credentials = EMPTY_CREDENTIALS } = useWorkspaceCredentials({
     workspaceId,
@@ -317,8 +320,13 @@ export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
    * shows the sampled Search list.
    */
   const searchActions = useMemo(
-    () => (searchCredentialsPending ? [] : computeConnectorActions(connectedSearchProviders)),
-    [searchCredentialsPending, connectedSearchProviders]
+    () =>
+      searchCredentialsPending
+        ? []
+        : computeConnectorActions(connectedSearchProviders, (connector) =>
+            isSearchConnectorAvailable(connector, integrationAvailability)
+          ),
+    [searchCredentialsPending, connectedSearchProviders, integrationAvailability]
   )
   const buildActions = useMemo(() => {
     const personalized = services.length > 0 && connectedProviders.size > 0
@@ -334,7 +342,8 @@ export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
       action_id: action.id,
       label: action.label,
       position,
-      connected_provider_count: connectedProviders.size,
+      connected_provider_count:
+        action.kind === 'connector' ? connectedSearchProviders.size : connectedProviders.size,
     })
     if (action.kind === 'prompt') {
       onSelectPrompt(action.prompt)
diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index c3c08b406f2..5fed1686752 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -35,6 +35,14 @@ import {
 import { captureEvent } from '@/lib/posthog/client'
 import { persistImportedWorkflow } from '@/lib/workflows/operations/import-export'
 import { RESOURCE_HEADER_CLASSES } from '@/app/workspace/[workspaceId]/home/components/mothership-view/components/resource-tabs/resource-tab-controls'
+/**
+ * Imported from its own folder, not the components barrel: the workflow copilot
+ * panel imports that barrel for the chat pieces, and a barrel edge to this
+ * component would drag the Sim Search connector catalog — every connector
+ * meta — into the workflow editor's graph. See sim-imports.md, "Code-splitting
+ * through barrels".
+ */
+import { SuggestedActions } from '@/app/workspace/[workspaceId]/home/components/suggested-actions'
 import { resolveWorkspaceResourceRef } from '@/app/workspace/[workspaceId]/home/resolve-resource-ref'
 import {
   resolveResourceEventPresentation,
@@ -55,14 +63,6 @@ import {
   UserInput,
   type UserInputHandle,
 } from './components'
-/**
- * Imported from its own folder, not the components barrel: the workflow copilot
- * panel imports that barrel for the chat pieces, and a barrel edge to this
- * component would drag the Sim Search connector catalog — every connector
- * meta — into the workflow editor's graph. See sim-imports.md, "Code-splitting
- * through barrels".
- */
-import { SuggestedActions } from './components/suggested-actions'
 import {
   getMothershipUseChatOptions,
   type ResourceEventOptions,
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx b/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
index 37cd5cf59b0..ad77ad25833 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
@@ -50,6 +50,7 @@ vi.mock('@/lib/sim-search/connectors', () => {
     type,
     meta: { id: type, name, description, icon },
     providerId: type,
+    providerIds: [type],
     requiredScopes: [],
     serviceName: name,
     serviceIcon: icon,
@@ -57,6 +58,10 @@ vi.mock('@/lib/sim-search/connectors', () => {
   })
   const providers = new Set(['confluence', 'jira', 'slack'])
   return {
+    isSearchConnectorAvailable: (
+      candidate: { blockType: string },
+      availability: ReadonlyMap<string, { oauthAvailable: boolean }>
+    ) => availability.get(candidate.blockType)?.oauthAvailable ?? true,
     SEARCH_CONNECTORS: [
       connector('confluence', 'Confluence', 'Sync Confluence pages'),
       connector('jira', 'Jira', 'Sync Jira issues'),
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search.tsx b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
index a6ff812c978..34c629ce2a2 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/search.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
@@ -6,7 +6,11 @@ import { Search as SearchIcon } from '@sim/emcn/icons'
 import { useParams } from 'next/navigation'
 import { useQueryState } from 'nuqs'
 import { resolveCredentialDisplay } from '@/lib/integrations'
-import { SEARCH_CONNECTORS, type SearchConnector } from '@/lib/sim-search/connectors'
+import {
+  isSearchConnectorAvailable,
+  SEARCH_CONNECTORS,
+  type SearchConnector,
+} from '@/lib/sim-search/connectors'
 import { IntegrationTabsHeader } from '@/app/workspace/[workspaceId]/components'
 import { ConnectOAuthModal } from '@/app/workspace/[workspaceId]/components/connect-oauth-modal'
 import { IntegrationSection } from '@/app/workspace/[workspaceId]/integrations/components/integration-section'
@@ -160,25 +164,14 @@ export function Search() {
 
             {visibleConnectors.length > 0 && (
               <IntegrationSection label={CONNECTORS_LABEL}>
-                {visibleConnectors.map((connector) => {
-                  /**
-                   * The OAuth path specifically: an integration's `state` can
-                   * read `limited` on a service-account-only deployment, but a
-                   * connector authenticates with OAuth alone.
-                   */
-                  const availability = integrationAvailability.get(
-                    connector.blockType.toLowerCase()
-                  )
-                  const unavailable = availability ? !availability.oauthAvailable : false
-                  return (
-                    <ConnectorItem
-                      key={connector.type}
-                      connector={connector}
-                      unavailable={unavailable}
-                      onConnect={setConnectTarget}
-                    />
-                  )
-                })}
+                {visibleConnectors.map((connector) => (
+                  <ConnectorItem
+                    key={connector.type}
+                    connector={connector}
+                    unavailable={!isSearchConnectorAvailable(connector, integrationAvailability)}
+                    onConnect={setConnectTarget}
+                  />
+                ))}
               </IntegrationSection>
             )}
 
diff --git a/apps/sim/components/emails/_styles/base.tokens.test.ts b/apps/sim/components/emails/_styles/base.tokens.test.ts
index 0baac25f776..9d4b794a32b 100644
--- a/apps/sim/components/emails/_styles/base.tokens.test.ts
+++ b/apps/sim/components/emails/_styles/base.tokens.test.ts
@@ -91,8 +91,16 @@ describe('email geometry mirrors the platform', () => {
   })
 
   it('the CTA transcribes chipGeometryClass', () => {
-    const geometry = chipChrome.match(/chipGeometryClass = `([^`]+)`/)?.[1]
-    expect(geometry).toBeDefined()
+    // chipGeometryClass composes the unrounded geometry with the default radius,
+    // so the transcription reads both halves rather than one literal.
+    expect(chipChrome).toMatch(
+      /chipGeometryClass = `\$\{chipGeometryUnroundedClass\} \$\{chipRadiusClass\}`/
+    )
+    const unrounded = chipChrome.match(/chipGeometryUnroundedClass = `([^`]+)`/)?.[1]
+    const radius = chipChrome.match(/chipRadiusClass = '([^']+)'/)?.[1]
+    expect(unrounded).toBeDefined()
+    expect(radius).toBeDefined()
+    const geometry = `${unrounded} ${radius}`
     for (const token of ['h-[30px]', 'rounded-lg', 'px-2', 'text-sm']) {
       expect(geometry).toContain(token)
     }
diff --git a/apps/sim/lib/sim-search/connectors.test.ts b/apps/sim/lib/sim-search/connectors.test.ts
index e7c3aa5f641..df5ffbd7ef1 100644
--- a/apps/sim/lib/sim-search/connectors.test.ts
+++ b/apps/sim/lib/sim-search/connectors.test.ts
@@ -33,6 +33,12 @@ vi.mock('@/connectors/registry', () => {
         auth: { mode: 'oauth', provider: 'not-a-service' },
         icon,
       },
+      salesforce: {
+        id: 'salesforce',
+        name: 'Salesforce',
+        auth: { mode: 'oauth', provider: 'salesforce' },
+        icon,
+      },
     },
   }
 })
@@ -42,6 +48,12 @@ vi.mock('@/lib/oauth', () => {
     jira: { providerId: 'jira', name: 'Jira', icon: () => null },
     'google-drive': { providerId: 'google-drive', name: 'Google Drive', icon: () => null },
     gmail: { providerId: 'google-email', name: 'Gmail', icon: () => null },
+    salesforce: {
+      providerId: 'salesforce',
+      name: 'Salesforce',
+      icon: () => null,
+      additionalProviderIds: ['salesforce-sandbox'],
+    },
   }
   return {
     getServiceConfigByServiceId: (serviceId: string) =>
@@ -57,7 +69,12 @@ vi.mock('@/lib/integrations/credential-display', () => ({
     providerId === 'jira' ? [{ type: 'jira' }] : [],
 }))
 
-import { isSearchConnectorProvider, SEARCH_CONNECTORS } from '@/lib/sim-search/connectors'
+import {
+  isSearchConnectorAvailable,
+  isSearchConnectorConnected,
+  isSearchConnectorProvider,
+  SEARCH_CONNECTORS,
+} from '@/lib/sim-search/connectors'
 
 describe('SEARCH_CONNECTORS', () => {
   it('lists OAuth connectors with a registered service, alphabetically', () => {
@@ -66,6 +83,7 @@ describe('SEARCH_CONNECTORS', () => {
       'google_drive',
       'jira',
       'jsm',
+      'salesforce',
     ])
   })
 
@@ -73,6 +91,7 @@ describe('SEARCH_CONNECTORS', () => {
     const jsm = SEARCH_CONNECTORS.find((connector) => connector.type === 'jsm')
     expect(jsm).toMatchObject({
       providerId: 'jira',
+      providerIds: ['jira'],
       requiredScopes: ['jira:read'],
       serviceName: 'Jira',
       blockType: 'jira',
@@ -85,10 +104,32 @@ describe('SEARCH_CONNECTORS', () => {
 })
 
 describe('isSearchConnectorProvider', () => {
-  it('matches credentials by provider, including shared providers', () => {
+  it('matches credentials by provider, including shared and additional providers', () => {
     expect(isSearchConnectorProvider('jira')).toBe(true)
     expect(isSearchConnectorProvider('google-drive')).toBe(true)
+    expect(isSearchConnectorProvider('salesforce-sandbox')).toBe(true)
     expect(isSearchConnectorProvider('slack')).toBe(false)
     expect(isSearchConnectorProvider(null)).toBe(false)
   })
 })
+
+describe('isSearchConnectorConnected', () => {
+  it('counts a credential under any of the service’s provider ids', () => {
+    const salesforce = SEARCH_CONNECTORS.find((connector) => connector.type === 'salesforce')!
+    expect(isSearchConnectorConnected(salesforce, new Set(['salesforce-sandbox']))).toBe(true)
+    expect(isSearchConnectorConnected(salesforce, new Set(['jira']))).toBe(false)
+  })
+})
+
+describe('isSearchConnectorAvailable', () => {
+  it('reads the OAuth path of the connector’s block, defaulting to available', () => {
+    const jira = SEARCH_CONNECTORS.find((connector) => connector.type === 'jira')!
+    expect(isSearchConnectorAvailable(jira, new Map([['jira', { oauthAvailable: false }]]))).toBe(
+      false
+    )
+    expect(isSearchConnectorAvailable(jira, new Map([['jira', { oauthAvailable: true }]]))).toBe(
+      true
+    )
+    expect(isSearchConnectorAvailable(jira, new Map())).toBe(true)
+  })
+})
diff --git a/apps/sim/lib/sim-search/connectors.ts b/apps/sim/lib/sim-search/connectors.ts
index 4995ff64717..fda056d4d27 100644
--- a/apps/sim/lib/sim-search/connectors.ts
+++ b/apps/sim/lib/sim-search/connectors.ts
@@ -20,6 +20,12 @@ export interface SearchConnector {
   meta: ConnectorMeta
   /** Canonical OAuth provider id the connection is stored under. */
   providerId: string
+  /**
+   * Every provider id a credential for this service may carry: the canonical
+   * id plus any additional authorization server (Salesforce sandbox). A
+   * credential under any of them counts as connected.
+   */
+  providerIds: readonly string[]
   /**
    * Scopes listed in the connect modal — the provider's canonical set, which is
    * what the knowledge-base connector flow requests for the same provider.
@@ -55,6 +61,7 @@ export const SEARCH_CONNECTORS: readonly SearchConnector[] = Object.entries(CONN
         type,
         meta,
         providerId: service.providerId,
+        providerIds: [service.providerId, ...(service.additionalProviderIds ?? [])],
         requiredScopes: getCanonicalScopesForProvider(service.providerId),
         serviceName: service.name,
         serviceIcon: service.icon as ComponentType<{ className?: string }>,
@@ -70,10 +77,32 @@ export const SEARCH_CONNECTORS: readonly SearchConnector[] = Object.entries(CONN
  * is matched to the surface by provider rather than to a single connector.
  */
 const SEARCH_PROVIDER_IDS: ReadonlySet<string> = new Set(
-  SEARCH_CONNECTORS.map((connector) => connector.providerId)
+  SEARCH_CONNECTORS.flatMap((connector) => connector.providerIds)
 )
 
 /** Whether a stored credential's provider powers a Sim Search connector. */
 export function isSearchConnectorProvider(providerId: string | null): boolean {
   return providerId !== null && SEARCH_PROVIDER_IDS.has(providerId)
 }
+
+/** Whether the viewer has connected this connector's service under any of its provider ids. */
+export function isSearchConnectorConnected(
+  connector: SearchConnector,
+  connectedProviderIds: ReadonlySet<string>
+): boolean {
+  return connector.providerIds.some((providerId) => connectedProviderIds.has(providerId))
+}
+
+/**
+ * Whether this deployment can connect the connector. The OAuth path
+ * specifically: an integration's `state` can read `limited` on a
+ * service-account-only deployment, but a connector authenticates with OAuth
+ * alone. A connector with no availability entry is assumed connectable.
+ */
+export function isSearchConnectorAvailable(
+  connector: SearchConnector,
+  integrationAvailability: ReadonlyMap<string, { oauthAvailable: boolean }>
+): boolean {
+  const availability = integrationAvailability.get(connector.blockType.toLowerCase())
+  return availability ? availability.oauthAvailable : true
+}

From cf5873fce888b16cf8fc96f48577137e60e2b0d0 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 17:38:14 -0700
Subject: [PATCH 03/76] feat(knowledge): add document ACL schema and
 members-mode tables

Adds document.acl (sorted access tokens, fast default '{ws}') with a partial
GIN index and a token-shape CHECK, source_modified_at, the members-mode
columns and lease on knowledge_connector, a real FK on credential_id (left
NOT VALID until script migration 0011 has remapped legacy account ids), and
three tables: knowledge_connector_member, knowledge_document_observation,
knowledge_connector_member_sync_log.

The document contract stops passing unknown keys through so the new column
and storageKey never reach clients.
---
 .../lib/api/contracts/knowledge/documents.ts  |     7 +-
 .../0317_knowledge_document_acl.sql           |   164 +
 .../db/migrations/meta/0317_snapshot.json     | 21497 ++++++++++++++++
 packages/db/migrations/meta/_journal.json     |     7 +
 packages/db/schema.ts                         |   233 +-
 ...rations-paused-billing-attribution.test.ts |     1 +
 ...cy_knowledge_connector_credentials.test.ts |    72 +
 ..._legacy_knowledge_connector_credentials.ts |   148 +
 packages/db/script-migrations/index.ts        |     2 +
 9 files changed, 22129 insertions(+), 2 deletions(-)
 create mode 100644 packages/db/migrations/0317_knowledge_document_acl.sql
 create mode 100644 packages/db/migrations/meta/0317_snapshot.json
 create mode 100644 packages/db/script-migrations/0011_remap_legacy_knowledge_connector_credentials.test.ts
 create mode 100644 packages/db/script-migrations/0011_remap_legacy_knowledge_connector_credentials.ts

diff --git a/apps/sim/lib/api/contracts/knowledge/documents.ts b/apps/sim/lib/api/contracts/knowledge/documents.ts
index 151cae080e5..9b7508bdbb8 100644
--- a/apps/sim/lib/api/contracts/knowledge/documents.ts
+++ b/apps/sim/lib/api/contracts/knowledge/documents.ts
@@ -286,7 +286,12 @@ export const documentDataSchema = z
     connectorType: z.string().nullable().optional(),
     sourceUrl: z.string().nullable().optional(),
   })
-  .passthrough()
+  /**
+   * Strict allow-list. The single-document presenter spreads the whole
+   * `document` row, so an unlisted column — `storageKey`, and now `acl` —
+   * would otherwise reach every client that can read a document.
+   */
+  .strip()
 export type DocumentData = z.output<typeof documentDataSchema>
 
 export const documentsPaginationSchema = paginationSchema
diff --git a/packages/db/migrations/0317_knowledge_document_acl.sql b/packages/db/migrations/0317_knowledge_document_acl.sql
new file mode 100644
index 00000000000..d47d972da86
--- /dev/null
+++ b/packages/db/migrations/0317_knowledge_document_acl.sql
@@ -0,0 +1,164 @@
+-- Document-level access control for knowledge bases (expand phase).
+--
+-- Every document gains `acl text[]`, the sorted list of access tokens a principal must hold one of
+-- to read it. The column is added with a fast default of '{ws}' ("any workspace member"), which
+-- on PG11+ is stored in pg_attribute.attmissingval and costs no table rewrite; every existing row
+-- therefore keeps today's visibility until a connector opts into members mode. Members mode adds
+-- three tables: one row per (connector, member credential), one row per (document, member) that
+-- observed it, and a run log. The currently deployed application never reads or writes any column
+-- added here and never inserts into the new tables, so this file is backward-compatible with it.
+--
+-- Transaction shape: the runner batches every pending file into ONE transaction and only an
+-- embedded `COMMIT;` ends it (packages/db/scripts/migrate.ts). Everything up to that COMMIT is
+-- cheap metadata work on small or new tables. Everything after it runs in autocommit and must
+-- survive being run twice: constraints are guarded by pg_constraint lookups, indexes use
+-- IF [NOT] EXISTS, and VALIDATE on an already-validated constraint is a no-op.
+ALTER TABLE "document" ADD COLUMN IF NOT EXISTS "acl" text[] DEFAULT '{ws}'::text[] NOT NULL;--> statement-breakpoint
+ALTER TABLE "document" ADD COLUMN IF NOT EXISTS "source_modified_at" timestamp;--> statement-breakpoint
+ALTER TABLE "knowledge_connector" ADD COLUMN IF NOT EXISTS "access_mode" text DEFAULT 'workspace' NOT NULL;--> statement-breakpoint
+ALTER TABLE "knowledge_connector" ADD COLUMN IF NOT EXISTS "credential_group_id" text;--> statement-breakpoint
+ALTER TABLE "knowledge_connector" ADD COLUMN IF NOT EXISTS "credential_group_option_id" text;--> statement-breakpoint
+ALTER TABLE "knowledge_connector" ADD COLUMN IF NOT EXISTS "member_sync_status" text DEFAULT 'idle' NOT NULL;--> statement-breakpoint
+ALTER TABLE "knowledge_connector" ADD COLUMN IF NOT EXISTS "member_sync_lock_token" text;--> statement-breakpoint
+ALTER TABLE "knowledge_connector" ADD COLUMN IF NOT EXISTS "member_sync_lock_lease_at" timestamp;--> statement-breakpoint
+ALTER TABLE "knowledge_connector" ADD COLUMN IF NOT EXISTS "next_member_sync_at" timestamp;--> statement-breakpoint
+ALTER TABLE "knowledge_connector" ADD COLUMN IF NOT EXISTS "last_member_sync_at" timestamp;--> statement-breakpoint
+ALTER TABLE "knowledge_connector" ADD COLUMN IF NOT EXISTS "last_member_sync_error" text;--> statement-breakpoint
+ALTER TABLE "knowledge_connector" ADD COLUMN IF NOT EXISTS "member_sync_consecutive_failures" integer DEFAULT 0 NOT NULL;--> statement-breakpoint
+ALTER TABLE "knowledge_connector" ADD COLUMN IF NOT EXISTS "access_rewrite_pending" boolean DEFAULT false NOT NULL;--> statement-breakpoint
+CREATE TABLE IF NOT EXISTS "knowledge_connector_member" (
+	"id" text PRIMARY KEY NOT NULL,
+	"workspace_id" text NOT NULL,
+	"connector_id" text NOT NULL,
+	"credential_id" text NOT NULL,
+	"subject_token" text NOT NULL,
+	"status" text DEFAULT 'active' NOT NULL,
+	"consecutive_failures" integer DEFAULT 0 NOT NULL,
+	"next_attempt_at" timestamp,
+	"last_started_at" timestamp,
+	"last_complete_listing_at" timestamp,
+	"last_listed_count" integer,
+	"last_error" text,
+	"member_synced_through" timestamp,
+	"suspended_at" timestamp,
+	"created_at" timestamp DEFAULT now() NOT NULL,
+	"updated_at" timestamp DEFAULT now() NOT NULL,
+	CONSTRAINT "kcm_status_check" CHECK ("knowledge_connector_member"."status" IN ('active', 'suspended', 'disabled')),
+	CONSTRAINT "kcm_subject_token_shape_check" CHECK ("knowledge_connector_member"."subject_token" ~ '^s:[^:]+:[^:]+:.+$')
+);--> statement-breakpoint
+CREATE TABLE IF NOT EXISTS "knowledge_connector_member_sync_log" (
+	"id" text PRIMARY KEY NOT NULL,
+	"connector_id" text NOT NULL,
+	"status" text NOT NULL,
+	"started_at" timestamp DEFAULT now() NOT NULL,
+	"completed_at" timestamp,
+	"members_claimed" integer DEFAULT 0 NOT NULL,
+	"members_completed" integer DEFAULT 0 NOT NULL,
+	"members_incomplete" integer DEFAULT 0 NOT NULL,
+	"members_failed" integer DEFAULT 0 NOT NULL,
+	"docs_listed" integer DEFAULT 0 NOT NULL,
+	"docs_added" integer DEFAULT 0 NOT NULL,
+	"docs_updated" integer DEFAULT 0 NOT NULL,
+	"docs_unchanged" integer DEFAULT 0 NOT NULL,
+	"docs_hydrated_once" integer DEFAULT 0 NOT NULL,
+	"observations_added" integer DEFAULT 0 NOT NULL,
+	"observations_removed" integer DEFAULT 0 NOT NULL,
+	"docs_tombstoned" integer DEFAULT 0 NOT NULL,
+	"docs_resurrected" integer DEFAULT 0 NOT NULL,
+	"docs_purged" integer DEFAULT 0 NOT NULL,
+	"credentials_audited" integer DEFAULT 0 NOT NULL,
+	"error_message" text,
+	CONSTRAINT "kcmsl_status_check" CHECK ("knowledge_connector_member_sync_log"."status" IN ('started', 'completed', 'failed'))
+);--> statement-breakpoint
+CREATE TABLE IF NOT EXISTS "knowledge_document_observation" (
+	"document_id" text NOT NULL,
+	"member_id" text NOT NULL,
+	"last_seen_at" timestamp DEFAULT now() NOT NULL,
+	"run_id" text NOT NULL,
+	CONSTRAINT "knowledge_document_observation_document_id_member_id_pk" PRIMARY KEY("document_id","member_id")
+);--> statement-breakpoint
+-- Foreign keys on the tables created above. They have no rows and no live traffic, so plain
+-- ADD CONSTRAINT is safe; the pg_constraint guards only make the file replay-safe.
+DO $$ BEGIN
+  IF NOT EXISTS (SELECT 1 FROM "pg_constraint" WHERE "conname" = 'knowledge_connector_member_workspace_id_workspace_id_fk' AND "conrelid" = '"knowledge_connector_member"'::regclass) THEN
+    ALTER TABLE "knowledge_connector_member" ADD CONSTRAINT "knowledge_connector_member_workspace_id_workspace_id_fk" FOREIGN KEY ("workspace_id") REFERENCES "public"."workspace"("id") ON DELETE cascade ON UPDATE no action;
+  END IF;
+  IF NOT EXISTS (SELECT 1 FROM "pg_constraint" WHERE "conname" = 'knowledge_connector_member_connector_id_knowledge_connector_id_fk' AND "conrelid" = '"knowledge_connector_member"'::regclass) THEN
+    ALTER TABLE "knowledge_connector_member" ADD CONSTRAINT "knowledge_connector_member_connector_id_knowledge_connector_id_fk" FOREIGN KEY ("connector_id") REFERENCES "public"."knowledge_connector"("id") ON DELETE cascade ON UPDATE no action;
+  END IF;
+  IF NOT EXISTS (SELECT 1 FROM "pg_constraint" WHERE "conname" = 'knowledge_connector_member_credential_id_credential_id_fk' AND "conrelid" = '"knowledge_connector_member"'::regclass) THEN
+    ALTER TABLE "knowledge_connector_member" ADD CONSTRAINT "knowledge_connector_member_credential_id_credential_id_fk" FOREIGN KEY ("credential_id") REFERENCES "public"."credential"("id") ON DELETE cascade ON UPDATE no action;
+  END IF;
+  IF NOT EXISTS (SELECT 1 FROM "pg_constraint" WHERE "conname" = 'knowledge_connector_member_sync_log_connector_id_knowledge_connector_id_fk' AND "conrelid" = '"knowledge_connector_member_sync_log"'::regclass) THEN
+    ALTER TABLE "knowledge_connector_member_sync_log" ADD CONSTRAINT "knowledge_connector_member_sync_log_connector_id_knowledge_connector_id_fk" FOREIGN KEY ("connector_id") REFERENCES "public"."knowledge_connector"("id") ON DELETE cascade ON UPDATE no action;
+  END IF;
+  IF NOT EXISTS (SELECT 1 FROM "pg_constraint" WHERE "conname" = 'knowledge_document_observation_document_id_document_id_fk' AND "conrelid" = '"knowledge_document_observation"'::regclass) THEN
+    ALTER TABLE "knowledge_document_observation" ADD CONSTRAINT "knowledge_document_observation_document_id_document_id_fk" FOREIGN KEY ("document_id") REFERENCES "public"."document"("id") ON DELETE cascade ON UPDATE no action;
+  END IF;
+  IF NOT EXISTS (SELECT 1 FROM "pg_constraint" WHERE "conname" = 'knowledge_document_observation_member_id_knowledge_connector_member_id_fk' AND "conrelid" = '"knowledge_document_observation"'::regclass) THEN
+    ALTER TABLE "knowledge_document_observation" ADD CONSTRAINT "knowledge_document_observation_member_id_knowledge_connector_member_id_fk" FOREIGN KEY ("member_id") REFERENCES "public"."knowledge_connector_member"("id") ON DELETE cascade ON UPDATE no action;
+  END IF;
+END $$;--> statement-breakpoint
+CREATE UNIQUE INDEX IF NOT EXISTS "kcm_connector_credential_unique" ON "knowledge_connector_member" USING btree ("connector_id","credential_id");--> statement-breakpoint
+CREATE INDEX IF NOT EXISTS "kcm_connector_queue_idx" ON "knowledge_connector_member" USING btree ("connector_id","next_attempt_at" NULLS FIRST,"last_started_at" NULLS FIRST);--> statement-breakpoint
+CREATE INDEX IF NOT EXISTS "kcm_credential_idx" ON "knowledge_connector_member" USING btree ("credential_id");--> statement-breakpoint
+CREATE INDEX IF NOT EXISTS "kcmsl_connector_started_at_idx" ON "knowledge_connector_member_sync_log" USING btree ("connector_id","started_at" DESC);--> statement-breakpoint
+CREATE INDEX IF NOT EXISTS "kcmsl_started_at_partial_idx" ON "knowledge_connector_member_sync_log" USING btree ("started_at") WHERE "knowledge_connector_member_sync_log"."status" = 'started';--> statement-breakpoint
+CREATE INDEX IF NOT EXISTS "kdo_member_idx" ON "knowledge_document_observation" USING btree ("member_id");--> statement-breakpoint
+-- Ends the runner's batch transaction (a redundant COMMIT is a WARNING, not an error). Every
+-- statement below runs in autocommit so that no scan or index build holds the batch's locks.
+COMMIT;--> statement-breakpoint
+-- CHECK constraints on existing tables: NOT VALID adds them without a scan, then VALIDATE runs in
+-- its own statement under SHARE UPDATE EXCLUSIVE. All four hold trivially today — every row is
+-- '{ws}', 'workspace', 'idle', and has no member lease — so validation cannot fail.
+DO $$ BEGIN
+  IF NOT EXISTS (SELECT 1 FROM "pg_constraint" WHERE "conname" = 'doc_acl_token_shape_check' AND "conrelid" = '"document"'::regclass) THEN
+    ALTER TABLE "document" ADD CONSTRAINT "doc_acl_token_shape_check" CHECK (array_position("document"."acl", NULL) IS NULL AND (cardinality("document"."acl") = 0 OR array_to_string("document"."acl", E'\n') ~ '^((ws|pub|link|u:[^\nA-Z]+@[^\nA-Z]+|[gs]:[^\n:]+:[^\n:]+:[^\n]+)(\n(ws|pub|link|u:[^\nA-Z]+@[^\nA-Z]+|[gs]:[^\n:]+:[^\n:]+:[^\n]+))*)$')) NOT VALID;
+  END IF;
+END $$;--> statement-breakpoint
+ALTER TABLE "document" VALIDATE CONSTRAINT "doc_acl_token_shape_check";--> statement-breakpoint
+DO $$ BEGIN
+  IF NOT EXISTS (SELECT 1 FROM "pg_constraint" WHERE "conname" = 'kc_access_mode_check' AND "conrelid" = '"knowledge_connector"'::regclass) THEN
+    ALTER TABLE "knowledge_connector" ADD CONSTRAINT "kc_access_mode_check" CHECK ("knowledge_connector"."access_mode" IN ('workspace', 'members', 'admin')) NOT VALID;
+  END IF;
+  IF NOT EXISTS (SELECT 1 FROM "pg_constraint" WHERE "conname" = 'kc_member_sync_status_check' AND "conrelid" = '"knowledge_connector"'::regclass) THEN
+    ALTER TABLE "knowledge_connector" ADD CONSTRAINT "kc_member_sync_status_check" CHECK ("knowledge_connector"."member_sync_status" IN ('idle', 'pending', 'running', 'error', 'disabled')) NOT VALID;
+  END IF;
+  IF NOT EXISTS (SELECT 1 FROM "pg_constraint" WHERE "conname" = 'kc_sync_lock_exclusive_check' AND "conrelid" = '"knowledge_connector"'::regclass) THEN
+    ALTER TABLE "knowledge_connector" ADD CONSTRAINT "kc_sync_lock_exclusive_check" CHECK (NOT ("knowledge_connector"."sync_lock_token" IS NOT NULL AND "knowledge_connector"."member_sync_lock_token" IS NOT NULL)) NOT VALID;
+  END IF;
+END $$;--> statement-breakpoint
+ALTER TABLE "knowledge_connector" VALIDATE CONSTRAINT "kc_access_mode_check";--> statement-breakpoint
+ALTER TABLE "knowledge_connector" VALIDATE CONSTRAINT "kc_member_sync_status_check";--> statement-breakpoint
+ALTER TABLE "knowledge_connector" VALIDATE CONSTRAINT "kc_sync_lock_exclusive_check";--> statement-breakpoint
+-- credential_group_id is a new, all-NULL column, so its FK validates instantly.
+DO $$ BEGIN
+  IF NOT EXISTS (SELECT 1 FROM "pg_constraint" WHERE "conname" = 'knowledge_connector_credential_group_id_credential_group_id_fk' AND "conrelid" = '"knowledge_connector"'::regclass) THEN
+    ALTER TABLE "knowledge_connector" ADD CONSTRAINT "knowledge_connector_credential_group_id_credential_group_id_fk" FOREIGN KEY ("credential_group_id") REFERENCES "public"."credential_group"("id") ON DELETE set null ON UPDATE no action NOT VALID;
+  END IF;
+END $$;--> statement-breakpoint
+ALTER TABLE "knowledge_connector" VALIDATE CONSTRAINT "knowledge_connector_credential_group_id_credential_group_id_fk";--> statement-breakpoint
+-- credential_id becomes a real FK but is deliberately left NOT VALID in this release: rows
+-- written before the credential table existed may still hold a raw account.id, which
+-- lib/oauth/credential-service.ts still honours and which script migration 0011 remaps. A later
+-- migration validates it once 0011 has run in production (see the contract-pending marker on
+-- knowledgeConnector.credentialId in schema.ts). ON DELETE SET NULL matches what
+-- lib/credentials/deletion.ts already does by hand.
+DO $$ BEGIN
+  IF NOT EXISTS (SELECT 1 FROM "pg_constraint" WHERE "conname" = 'knowledge_connector_credential_id_credential_id_fk' AND "conrelid" = '"knowledge_connector"'::regclass) THEN
+    ALTER TABLE "knowledge_connector" ADD CONSTRAINT "knowledge_connector_credential_id_credential_id_fk" FOREIGN KEY ("credential_id") REFERENCES "public"."credential"("id") ON DELETE set null ON UPDATE no action NOT VALID;
+  END IF;
+END $$;--> statement-breakpoint
+SET lock_timeout = 0;--> statement-breakpoint
+-- The access predicate's index on the large table, built without blocking writes.
+-- migration-safe: replay removes an invalid build created by this migration; concurrent operations preserve row writes.
+DROP INDEX CONCURRENTLY IF EXISTS "doc_acl_gin_idx";--> statement-breakpoint
+CREATE INDEX CONCURRENTLY IF NOT EXISTS "doc_acl_gin_idx" ON "document" USING gin ("acl" array_ops) WHERE "document"."deleted_at" IS NULL;--> statement-breakpoint
+-- migration-safe: replay removes an invalid build created by this migration; concurrent operations preserve row writes.
+DROP INDEX CONCURRENTLY IF EXISTS "kc_member_sync_due_idx";--> statement-breakpoint
+CREATE INDEX CONCURRENTLY IF NOT EXISTS "kc_member_sync_due_idx" ON "knowledge_connector" USING btree ("member_sync_status","next_member_sync_at") WHERE "knowledge_connector"."access_mode" = 'members' AND "knowledge_connector"."deleted_at" IS NULL;--> statement-breakpoint
+SET lock_timeout = '5s';--> statement-breakpoint
+-- The fast default leaves `acl` with no statistics; without them the planner estimates the
+-- predicate's selectivity blind and may prefer the GIN bitmap path for the common '{ws,pub}'
+-- token set. ANALYZE is sample-based and cheap; it is not a backfill.
+ANALYZE "document";
diff --git a/packages/db/migrations/meta/0317_snapshot.json b/packages/db/migrations/meta/0317_snapshot.json
new file mode 100644
index 00000000000..90b7096d644
--- /dev/null
+++ b/packages/db/migrations/meta/0317_snapshot.json
@@ -0,0 +1,21497 @@
+{
+  "id": "ac384ad5-c081-4e8c-ae77-4e0db2a786eb",
+  "prevId": "1fafbd78-3e0f-4cc8-9a51-053a3b11af9e",
+  "version": "7",
+  "dialect": "postgresql",
+  "tables": {
+    "public.academy_certificate": {
+      "name": "academy_certificate",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
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+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_chats_user_workflow_idx": {
+          "name": "copilot_chats_user_workflow_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_chats_user_workspace_idx": {
+          "name": "copilot_chats_user_workspace_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_chats_created_at_idx": {
+          "name": "copilot_chats_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_chats_updated_at_idx": {
+          "name": "copilot_chats_updated_at_idx",
+          "columns": [
+            {
+              "expression": "updated_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_chats_workspace_created_at_id_idx": {
+          "name": "copilot_chats_workspace_created_at_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "date_trunc('milliseconds', \"created_at\")",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_chats_user_workspace_deleted_partial_idx": {
+          "name": "copilot_chats_user_workspace_deleted_partial_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"copilot_chats\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_chats_user_id_user_id_fk": {
+          "name": "copilot_chats_user_id_user_id_fk",
+          "tableFrom": "copilot_chats",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_chats_workflow_id_workflow_id_fk": {
+          "name": "copilot_chats_workflow_id_workflow_id_fk",
+          "tableFrom": "copilot_chats",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_chats_workspace_id_workspace_id_fk": {
+          "name": "copilot_chats_workspace_id_workspace_id_fk",
+          "tableFrom": "copilot_chats",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_feedback": {
+      "name": "copilot_feedback",
+      "schema": "",
+      "columns": {
+        "feedback_id": {
+          "name": "feedback_id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_query": {
+          "name": "user_query",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "agent_response": {
+          "name": "agent_response",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "is_positive": {
+          "name": "is_positive",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "feedback": {
+          "name": "feedback",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workflow_yaml": {
+          "name": "workflow_yaml",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "copilot_feedback_user_id_idx": {
+          "name": "copilot_feedback_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_feedback_chat_id_idx": {
+          "name": "copilot_feedback_chat_id_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_feedback_user_chat_idx": {
+          "name": "copilot_feedback_user_chat_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_feedback_is_positive_idx": {
+          "name": "copilot_feedback_is_positive_idx",
+          "columns": [
+            {
+              "expression": "is_positive",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_feedback_created_at_idx": {
+          "name": "copilot_feedback_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_feedback_user_id_user_id_fk": {
+          "name": "copilot_feedback_user_id_user_id_fk",
+          "tableFrom": "copilot_feedback",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_feedback_chat_id_copilot_chats_id_fk": {
+          "name": "copilot_feedback_chat_id_copilot_chats_id_fk",
+          "tableFrom": "copilot_feedback",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_messages": {
+      "name": "copilot_messages",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "message_id": {
+          "name": "message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "role": {
+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "content": {
+          "name": "content",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "stream_id": {
+          "name": "stream_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "parent_message_id": {
+          "name": "parent_message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "model": {
+          "name": "model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tokens_in": {
+          "name": "tokens_in",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tokens_out": {
+          "name": "tokens_out",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "seq": {
+          "name": "seq",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "copilot_messages_chat_message_unique": {
+          "name": "copilot_messages_chat_message_unique",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "message_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_messages_chat_created_at_idx": {
+          "name": "copilot_messages_chat_created_at_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"copilot_messages\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_messages_chat_seq_idx": {
+          "name": "copilot_messages_chat_seq_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "seq",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"copilot_messages\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_messages_chat_stream_idx": {
+          "name": "copilot_messages_chat_stream_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "stream_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"copilot_messages\".\"stream_id\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_messages_user_created_at_idx": {
+          "name": "copilot_messages_user_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "message_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"copilot_messages\".\"role\" = 'user' AND \"copilot_messages\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_messages_chat_id_copilot_chats_id_fk": {
+          "name": "copilot_messages_chat_id_copilot_chats_id_fk",
+          "tableFrom": "copilot_messages",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_run_checkpoints": {
+      "name": "copilot_run_checkpoints",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "run_id": {
+          "name": "run_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "pending_tool_call_id": {
+          "name": "pending_tool_call_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "conversation_snapshot": {
+          "name": "conversation_snapshot",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "agent_state": {
+          "name": "agent_state",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "provider_request": {
+          "name": "provider_request",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "copilot_run_checkpoints_run_id_idx": {
+          "name": "copilot_run_checkpoints_run_id_idx",
+          "columns": [
+            {
+              "expression": "run_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_run_checkpoints_pending_tool_call_id_idx": {
+          "name": "copilot_run_checkpoints_pending_tool_call_id_idx",
+          "columns": [
+            {
+              "expression": "pending_tool_call_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_run_checkpoints_run_pending_tool_unique": {
+          "name": "copilot_run_checkpoints_run_pending_tool_unique",
+          "columns": [
+            {
+              "expression": "run_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "pending_tool_call_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_run_checkpoints_run_id_copilot_runs_id_fk": {
+          "name": "copilot_run_checkpoints_run_id_copilot_runs_id_fk",
+          "tableFrom": "copilot_run_checkpoints",
+          "tableTo": "copilot_runs",
+          "columnsFrom": ["run_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_runs": {
+      "name": "copilot_runs",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "execution_id": {
+          "name": "execution_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "parent_run_id": {
+          "name": "parent_run_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "stream_id": {
+          "name": "stream_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "agent": {
+          "name": "agent",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "model": {
+          "name": "model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider": {
+          "name": "provider",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "copilot_run_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'active'"
+        },
+        "request_context": {
+          "name": "request_context",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "started_at": {
+          "name": "started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "error": {
+          "name": "error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "copilot_runs_execution_id_idx": {
+          "name": "copilot_runs_execution_id_idx",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_parent_run_id_idx": {
+          "name": "copilot_runs_parent_run_id_idx",
+          "columns": [
+            {
+              "expression": "parent_run_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_chat_id_idx": {
+          "name": "copilot_runs_chat_id_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_user_id_idx": {
+          "name": "copilot_runs_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_workflow_id_idx": {
+          "name": "copilot_runs_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_workspace_id_idx": {
+          "name": "copilot_runs_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_status_idx": {
+          "name": "copilot_runs_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_chat_execution_idx": {
+          "name": "copilot_runs_chat_execution_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_execution_started_at_idx": {
+          "name": "copilot_runs_execution_started_at_idx",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_workspace_completed_at_id_idx": {
+          "name": "copilot_runs_workspace_completed_at_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "date_trunc('milliseconds', \"completed_at\")",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_stream_id_unique": {
+          "name": "copilot_runs_stream_id_unique",
+          "columns": [
+            {
+              "expression": "stream_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_runs_chat_id_copilot_chats_id_fk": {
+          "name": "copilot_runs_chat_id_copilot_chats_id_fk",
+          "tableFrom": "copilot_runs",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_runs_user_id_user_id_fk": {
+          "name": "copilot_runs_user_id_user_id_fk",
+          "tableFrom": "copilot_runs",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_runs_workflow_id_workflow_id_fk": {
+          "name": "copilot_runs_workflow_id_workflow_id_fk",
+          "tableFrom": "copilot_runs",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_runs_workspace_id_workspace_id_fk": {
+          "name": "copilot_runs_workspace_id_workspace_id_fk",
+          "tableFrom": "copilot_runs",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_workflow_read_hashes": {
+      "name": "copilot_workflow_read_hashes",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "hash": {
+          "name": "hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "copilot_workflow_read_hashes_chat_id_idx": {
+          "name": "copilot_workflow_read_hashes_chat_id_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_workflow_read_hashes_workflow_id_idx": {
+          "name": "copilot_workflow_read_hashes_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_workflow_read_hashes_chat_workflow_unique": {
+          "name": "copilot_workflow_read_hashes_chat_workflow_unique",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_workflow_read_hashes_chat_id_copilot_chats_id_fk": {
+          "name": "copilot_workflow_read_hashes_chat_id_copilot_chats_id_fk",
+          "tableFrom": "copilot_workflow_read_hashes",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_workflow_read_hashes_workflow_id_workflow_id_fk": {
+          "name": "copilot_workflow_read_hashes_workflow_id_workflow_id_fk",
+          "tableFrom": "copilot_workflow_read_hashes",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.credential": {
+      "name": "credential",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "credential_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "display_name": {
+          "name": "display_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "unredacted": {
+          "name": "unredacted",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "account_id": {
+          "name": "account_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "env_key": {
+          "name": "env_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "env_owner_user_id": {
+          "name": "env_owner_user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "encrypted_service_account_key": {
+          "name": "encrypted_service_account_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "authorization_app_id": {
+          "name": "authorization_app_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "credential_group_enrollment_id": {
+          "name": "credential_group_enrollment_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "credential_group_option_id": {
+          "name": "credential_group_option_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "managed_oauth_scope_version": {
+          "name": "managed_oauth_scope_version",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider_subject_id": {
+          "name": "provider_subject_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider_tenant_id": {
+          "name": "provider_tenant_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "managed_oauth_status": {
+          "name": "managed_oauth_status",
+          "type": "managed_oauth_credential_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "granted_scopes": {
+          "name": "granted_scopes",
+          "type": "text[]",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider_metadata": {
+          "name": "provider_metadata",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "encrypted_oauth_token_set": {
+          "name": "encrypted_oauth_token_set",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "granted_at": {
+          "name": "granted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "revoked_at": {
+          "name": "revoked_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "access_token_expires_at": {
+          "name": "access_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "refresh_token_expires_at": {
+          "name": "refresh_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_refreshed_at": {
+          "name": "last_refreshed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "credential_workspace_id_idx": {
+          "name": "credential_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_type_idx": {
+          "name": "credential_type_idx",
+          "columns": [
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_provider_id_idx": {
+          "name": "credential_provider_id_idx",
+          "columns": [
+            {
+              "expression": "provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_account_id_idx": {
+          "name": "credential_account_id_idx",
+          "columns": [
+            {
+              "expression": "account_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_env_owner_user_id_idx": {
+          "name": "credential_env_owner_user_id_idx",
+          "columns": [
+            {
+              "expression": "env_owner_user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_group_enrollment_idx": {
+          "name": "credential_group_enrollment_idx",
+          "columns": [
+            {
+              "expression": "credential_group_enrollment_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_group_option_unique": {
+          "name": "credential_group_option_unique",
+          "columns": [
+            {
+              "expression": "credential_group_enrollment_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "credential_group_option_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"credential\".\"type\" = 'managed_oauth'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_workspace_account_unique": {
+          "name": "credential_workspace_account_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "account_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "account_id IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_workspace_env_unique": {
+          "name": "credential_workspace_env_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "env_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "type = 'env_workspace'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_workspace_personal_env_unique": {
+          "name": "credential_workspace_personal_env_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "env_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "env_owner_user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "type = 'env_personal'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "credential_workspace_id_workspace_id_fk": {
+          "name": "credential_workspace_id_workspace_id_fk",
+          "tableFrom": "credential",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_account_id_account_id_fk": {
+          "name": "credential_account_id_account_id_fk",
+          "tableFrom": "credential",
+          "tableTo": "account",
+          "columnsFrom": ["account_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_env_owner_user_id_user_id_fk": {
+          "name": "credential_env_owner_user_id_user_id_fk",
+          "tableFrom": "credential",
+          "tableTo": "user",
+          "columnsFrom": ["env_owner_user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_credential_group_enrollment_id_credential_group_enrollment_id_fk": {
+          "name": "credential_credential_group_enrollment_id_credential_group_enrollment_id_fk",
+          "tableFrom": "credential",
+          "tableTo": "credential_group_enrollment",
+          "columnsFrom": ["credential_group_enrollment_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_created_by_user_id_fk": {
+          "name": "credential_created_by_user_id_fk",
+          "tableFrom": "credential",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "credential_oauth_source_check": {
+          "name": "credential_oauth_source_check",
+          "value": "(type <> 'oauth') OR (account_id IS NOT NULL AND provider_id IS NOT NULL)"
+        },
+        "credential_managed_oauth_source_check": {
+          "name": "credential_managed_oauth_source_check",
+          "value": "(type::text <> 'managed_oauth') OR (\n        account_id IS NULL\n        AND provider_id IS NOT NULL\n        AND authorization_app_id IS NOT NULL\n        AND provider_subject_id IS NOT NULL\n        AND managed_oauth_status IS NOT NULL\n        AND granted_scopes IS NOT NULL\n        AND cardinality(granted_scopes) > 0\n        AND encrypted_oauth_token_set IS NOT NULL\n        AND granted_at IS NOT NULL\n      )"
+        },
+        "credential_managed_oauth_group_binding_check": {
+          "name": "credential_managed_oauth_group_binding_check",
+          "value": "(type::text <> 'managed_oauth') OR (\n        credential_group_enrollment_id IS NOT NULL\n        AND credential_group_option_id IS NOT NULL\n        AND managed_oauth_scope_version IS NOT NULL\n        AND managed_oauth_scope_version > 0\n      )"
+        },
+        "credential_workspace_env_source_check": {
+          "name": "credential_workspace_env_source_check",
+          "value": "(type <> 'env_workspace') OR (env_key IS NOT NULL AND env_owner_user_id IS NULL)"
+        },
+        "credential_personal_env_source_check": {
+          "name": "credential_personal_env_source_check",
+          "value": "(type <> 'env_personal') OR (env_key IS NOT NULL AND env_owner_user_id IS NOT NULL)"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.credential_group": {
+      "name": "credential_group",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "public_id": {
+          "name": "public_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "options": {
+          "name": "options",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "encrypted_provider_configuration": {
+          "name": "encrypted_provider_configuration",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "credential_group_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'active'"
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "credential_group_public_id_unique": {
+          "name": "credential_group_public_id_unique",
+          "columns": [
+            {
+              "expression": "public_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_group_workspace_status_idx": {
+          "name": "credential_group_workspace_status_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_group_workspace_name_unique": {
+          "name": "credential_group_workspace_name_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "lower(\"name\")",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "credential_group_workspace_id_workspace_id_fk": {
+          "name": "credential_group_workspace_id_workspace_id_fk",
+          "tableFrom": "credential_group",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_group_created_by_user_id_fk": {
+          "name": "credential_group_created_by_user_id_fk",
+          "tableFrom": "credential_group",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.credential_group_enrollment": {
+      "name": "credential_group_enrollment",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "credential_group_id": {
+          "name": "credential_group_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "credential_group_enrollment_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'invited'"
+        },
+        "invitation_token_hash": {
+          "name": "invitation_token_hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "invitation_expires_at": {
+          "name": "invitation_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "invited_at": {
+          "name": "invited_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "sent_at": {
+          "name": "sent_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "revoked_at": {
+          "name": "revoked_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_delivery_error": {
+          "name": "last_delivery_error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "credential_group_enrollment_group_email_unique": {
+          "name": "credential_group_enrollment_group_email_unique",
+          "columns": [
+            {
+              "expression": "credential_group_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "email",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_group_enrollment_invitation_token_hash_unique": {
+          "name": "credential_group_enrollment_invitation_token_hash_unique",
+          "columns": [
+            {
+              "expression": "invitation_token_hash",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_group_enrollment_group_status_idx": {
+          "name": "credential_group_enrollment_group_status_idx",
+          "columns": [
+            {
+              "expression": "credential_group_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_group_enrollment_group_invited_at_id_idx": {
+          "name": "credential_group_enrollment_group_invited_at_id_idx",
+          "columns": [
+            {
+              "expression": "credential_group_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "invited_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "credential_group_enrollment_credential_group_id_credential_group_id_fk": {
+          "name": "credential_group_enrollment_credential_group_id_credential_group_id_fk",
+          "tableFrom": "credential_group_enrollment",
+          "tableTo": "credential_group",
+          "columnsFrom": ["credential_group_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_group_enrollment_created_by_user_id_fk": {
+          "name": "credential_group_enrollment_created_by_user_id_fk",
+          "tableFrom": "credential_group_enrollment",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "credential_group_enrollment_normalized_email_check": {
+          "name": "credential_group_enrollment_normalized_email_check",
+          "value": "\"credential_group_enrollment\".\"email\" = lower(btrim(\"credential_group_enrollment\".\"email\")) AND length(\"credential_group_enrollment\".\"email\") BETWEEN 3 AND 320"
+        },
+        "credential_group_enrollment_invitation_token_hash_length_check": {
+          "name": "credential_group_enrollment_invitation_token_hash_length_check",
+          "value": "length(\"credential_group_enrollment\".\"invitation_token_hash\") = 64"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.credential_member": {
+      "name": "credential_member",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "credential_id": {
+          "name": "credential_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "role": {
+          "name": "role",
+          "type": "credential_member_role",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'member'"
+        },
+        "status": {
+          "name": "status",
+          "type": "credential_member_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'active'"
+        },
+        "joined_at": {
+          "name": "joined_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "invited_by": {
+          "name": "invited_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "credential_member_user_id_idx": {
+          "name": "credential_member_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_member_role_idx": {
+          "name": "credential_member_role_idx",
+          "columns": [
+            {
+              "expression": "role",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_member_status_idx": {
+          "name": "credential_member_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_member_unique": {
+          "name": "credential_member_unique",
+          "columns": [
+            {
+              "expression": "credential_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "credential_member_credential_id_credential_id_fk": {
+          "name": "credential_member_credential_id_credential_id_fk",
+          "tableFrom": "credential_member",
+          "tableTo": "credential",
+          "columnsFrom": ["credential_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_member_user_id_user_id_fk": {
+          "name": "credential_member_user_id_user_id_fk",
+          "tableFrom": "credential_member",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_member_invited_by_user_id_fk": {
+          "name": "credential_member_invited_by_user_id_fk",
+          "tableFrom": "credential_member",
+          "tableTo": "user",
+          "columnsFrom": ["invited_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.custom_block": {
+      "name": "custom_block",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "''"
+        },
+        "icon_url": {
+          "name": "icon_url",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "inputs": {
+          "name": "inputs",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "outputs": {
+          "name": "outputs",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "enabled": {
+          "name": "enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "trace_child_runs": {
+          "name": "trace_child_runs",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "custom_block_organization_id_idx": {
+          "name": "custom_block_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "custom_block_workflow_id_idx": {
+          "name": "custom_block_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "custom_block_organization_type_unique": {
+          "name": "custom_block_organization_type_unique",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "custom_block_organization_id_organization_id_fk": {
+          "name": "custom_block_organization_id_organization_id_fk",
+          "tableFrom": "custom_block",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "custom_block_workflow_id_workflow_id_fk": {
+          "name": "custom_block_workflow_id_workflow_id_fk",
+          "tableFrom": "custom_block",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "custom_block_created_by_user_id_fk": {
+          "name": "custom_block_created_by_user_id_fk",
+          "tableFrom": "custom_block",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.custom_tools": {
+      "name": "custom_tools",
+      "schema": "",
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+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tag7": {
+          "name": "tag7",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "number1": {
+          "name": "number1",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "number2": {
+          "name": "number2",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "number3": {
+          "name": "number3",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "number4": {
+          "name": "number4",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "number5": {
+          "name": "number5",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "date1": {
+          "name": "date1",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "date2": {
+          "name": "date2",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "boolean1": {
+          "name": "boolean1",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "boolean2": {
+          "name": "boolean2",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "boolean3": {
+          "name": "boolean3",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "connector_id": {
+          "name": "connector_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "content_hash": {
+          "name": "content_hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "source_url": {
+          "name": "source_url",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "secret_provenance_version": {
+          "name": "secret_provenance_version",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "uploaded_by": {
+          "name": "uploaded_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "acl": {
+          "name": "acl",
+          "type": "text[]",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{ws}'::text[]"
+        },
+        "source_modified_at": {
+          "name": "source_modified_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "uploaded_at": {
+          "name": "uploaded_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "doc_kb_id_idx": {
+          "name": "doc_kb_id_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_acl_gin_idx": {
+          "name": "doc_acl_gin_idx",
+          "columns": [
+            {
+              "expression": "acl",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last",
+              "opclass": "array_ops"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"document\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "gin",
+          "with": {}
+        },
+        "doc_filename_idx": {
+          "name": "doc_filename_idx",
+          "columns": [
+            {
+              "expression": "filename",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_processing_status_idx": {
+          "name": "doc_processing_status_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "processing_status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_connector_external_id_idx": {
+          "name": "doc_connector_external_id_idx",
+          "columns": [
+            {
+              "expression": "connector_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "external_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"document\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_connector_id_idx": {
+          "name": "doc_connector_id_idx",
+          "columns": [
+            {
+              "expression": "connector_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_active_kb_token_count_idx": {
+          "name": "doc_active_kb_token_count_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "token_count",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"document\".\"user_excluded\" = false AND \"document\".\"archived_at\" IS NULL AND \"document\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_storage_key_idx": {
+          "name": "doc_storage_key_idx",
+          "columns": [
+            {
+              "expression": "storage_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"document\".\"storage_key\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_archived_at_partial_idx": {
+          "name": "doc_archived_at_partial_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"document\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_deleted_at_partial_idx": {
+          "name": "doc_deleted_at_partial_idx",
+          "columns": [
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"document\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_tag1_idx": {
+          "name": "doc_tag1_idx",
+          "columns": [
+            {
+              "expression": "tag1",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_tag2_idx": {
+          "name": "doc_tag2_idx",
+          "columns": [
+            {
+              "expression": "tag2",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_tag3_idx": {
+          "name": "doc_tag3_idx",
+          "columns": [
+            {
+              "expression": "tag3",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_tag4_idx": {
+          "name": "doc_tag4_idx",
+          "columns": [
+            {
+              "expression": "tag4",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_tag5_idx": {
+          "name": "doc_tag5_idx",
+          "columns": [
+            {
+              "expression": "tag5",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_tag6_idx": {
+          "name": "doc_tag6_idx",
+          "columns": [
+            {
+              "expression": "tag6",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_tag7_idx": {
+          "name": "doc_tag7_idx",
+          "columns": [
+            {
+              "expression": "tag7",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_number1_idx": {
+          "name": "doc_number1_idx",
+          "columns": [
+            {
+              "expression": "number1",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_number2_idx": {
+          "name": "doc_number2_idx",
+          "columns": [
+            {
+              "expression": "number2",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_number3_idx": {
+          "name": "doc_number3_idx",
+          "columns": [
+            {
+              "expression": "number3",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_number4_idx": {
+          "name": "doc_number4_idx",
+          "columns": [
+            {
+              "expression": "number4",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_number5_idx": {
+          "name": "doc_number5_idx",
+          "columns": [
+            {
+              "expression": "number5",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_date1_idx": {
+          "name": "doc_date1_idx",
+          "columns": [
+            {
+              "expression": "date1",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_date2_idx": {
+          "name": "doc_date2_idx",
+          "columns": [
+            {
+              "expression": "date2",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_boolean1_idx": {
+          "name": "doc_boolean1_idx",
+          "columns": [
+            {
+              "expression": "boolean1",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_boolean2_idx": {
+          "name": "doc_boolean2_idx",
+          "columns": [
+            {
+              "expression": "boolean2",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_boolean3_idx": {
+          "name": "doc_boolean3_idx",
+          "columns": [
+            {
+              "expression": "boolean3",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "document_knowledge_base_id_knowledge_base_id_fk": {
+          "name": "document_knowledge_base_id_knowledge_base_id_fk",
+          "tableFrom": "document",
+          "tableTo": "knowledge_base",
+          "columnsFrom": ["knowledge_base_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "document_connector_id_knowledge_connector_id_fk": {
+          "name": "document_connector_id_knowledge_connector_id_fk",
+          "tableFrom": "document",
+          "tableTo": "knowledge_connector",
+          "columnsFrom": ["connector_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "document_uploaded_by_user_id_fk": {
+          "name": "document_uploaded_by_user_id_fk",
+          "tableFrom": "document",
+          "tableTo": "user",
+          "columnsFrom": ["uploaded_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "doc_acl_token_shape_check": {
+          "name": "doc_acl_token_shape_check",
+          "value": "array_position(\"document\".\"acl\", NULL) IS NULL AND (cardinality(\"document\".\"acl\") = 0 OR array_to_string(\"document\".\"acl\", E'\\n') ~ '^((ws|pub|link|u:[^\\nA-Z]+@[^\\nA-Z]+|[gs]:[^\\n:]+:[^\\n:]+:[^\\n]+)(\\n(ws|pub|link|u:[^\\nA-Z]+@[^\\nA-Z]+|[gs]:[^\\n:]+:[^\\n:]+:[^\\n]+))*)$')"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.document_secret_provenance": {
+      "name": "document_secret_provenance",
+      "schema": "",
+      "columns": {
+        "document_id": {
+          "name": "document_id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "source_hash": {
+          "name": "source_hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "entries": {
+          "name": "entries",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "document_secret_provenance_document_id_document_id_fk": {
+          "name": "document_secret_provenance_document_id_document_id_fk",
+          "tableFrom": "document_secret_provenance",
+          "tableTo": "document",
+          "columnsFrom": ["document_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "document_secret_provenance_status_check": {
+          "name": "document_secret_provenance_status_check",
+          "value": "\"document_secret_provenance\".\"status\" IN ('exact', 'unknown')"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.embedding": {
+      "name": "embedding",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "knowledge_base_id": {
+          "name": "knowledge_base_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "document_id": {
+          "name": "document_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "chunk_index": {
+          "name": "chunk_index",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "chunk_hash": {
+          "name": "chunk_hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "content": {
+          "name": "content",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "secret_provenance_version": {
+          "name": "secret_provenance_version",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "content_length": {
+          "name": "content_length",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "token_count": {
+          "name": "token_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "embedding": {
+          "name": "embedding",
+          "type": "vector(1536)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "embedding_model": {
+          "name": "embedding_model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'text-embedding-3-small'"
+        },
+        "start_offset": {
+          "name": "start_offset",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "end_offset": {
+          "name": "end_offset",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "tag1": {
+          "name": "tag1",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tag2": {
+          "name": "tag2",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tag3": {
+          "name": "tag3",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tag4": {
+          "name": "tag4",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tag5": {
+          "name": "tag5",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tag6": {
+          "name": "tag6",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tag7": {
+          "name": "tag7",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "number1": {
+          "name": "number1",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "number2": {
+          "name": "number2",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "number3": {
+          "name": "number3",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "number4": {
+          "name": "number4",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "number5": {
+          "name": "number5",
+          "type": "double precision",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "date1": {
+          "name": "date1",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "date2": {
+          "name": "date2",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "boolean1": {
+          "name": "boolean1",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "boolean2": {
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+          "default": "now()"
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+          "default": "now()"
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+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "job_execution_logs_workspace_started_at_idx": {
+          "name": "job_execution_logs_workspace_started_at_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "job_execution_logs_workspace_ended_at_id_idx": {
+          "name": "job_execution_logs_workspace_ended_at_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "date_trunc('milliseconds', \"ended_at\")",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "job_execution_logs_execution_id_unique": {
+          "name": "job_execution_logs_execution_id_unique",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "job_execution_logs_trigger_idx": {
+          "name": "job_execution_logs_trigger_idx",
+          "columns": [
+            {
+              "expression": "trigger",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "job_execution_logs_schedule_id_workflow_schedule_id_fk": {
+          "name": "job_execution_logs_schedule_id_workflow_schedule_id_fk",
+          "tableFrom": "job_execution_logs",
+          "tableTo": "workflow_schedule",
+          "columnsFrom": ["schedule_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "job_execution_logs_workspace_id_workspace_id_fk": {
+          "name": "job_execution_logs_workspace_id_workspace_id_fk",
+          "tableFrom": "job_execution_logs",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.knowledge_base": {
+      "name": "knowledge_base",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "folder_id": {
+          "name": "folder_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "token_count": {
+          "name": "token_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "embedding_model": {
+          "name": "embedding_model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'text-embedding-3-small'"
+        },
+        "embedding_dimension": {
+          "name": "embedding_dimension",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 1536
+        },
+        "chunking_config": {
+          "name": "chunking_config",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{\"maxSize\": 1024, \"minSize\": 1, \"overlap\": 200}'"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "kb_user_id_idx": {
+          "name": "kb_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_workspace_id_idx": {
+          "name": "kb_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_user_workspace_idx": {
+          "name": "kb_user_workspace_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_folder_id_idx": {
+          "name": "kb_folder_id_idx",
+          "columns": [
+            {
+              "expression": "folder_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_deleted_at_idx": {
+          "name": "kb_deleted_at_idx",
+          "columns": [
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_workspace_deleted_partial_idx": {
+          "name": "kb_workspace_deleted_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"knowledge_base\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_workspace_name_active_unique": {
+          "name": "kb_workspace_name_active_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"knowledge_base\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "knowledge_base_user_id_user_id_fk": {
+          "name": "knowledge_base_user_id_user_id_fk",
+          "tableFrom": "knowledge_base",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "knowledge_base_workspace_id_workspace_id_fk": {
+          "name": "knowledge_base_workspace_id_workspace_id_fk",
+          "tableFrom": "knowledge_base",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "knowledge_base_folder_id_folder_id_fk": {
+          "name": "knowledge_base_folder_id_folder_id_fk",
+          "tableFrom": "knowledge_base",
+          "tableTo": "folder",
+          "columnsFrom": ["folder_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.knowledge_base_tag_definitions": {
+      "name": "knowledge_base_tag_definitions",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "knowledge_base_id": {
+          "name": "knowledge_base_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "tag_slot": {
+          "name": "tag_slot",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "display_name": {
+          "name": "display_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "field_type": {
+          "name": "field_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'text'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "kb_tag_definitions_kb_slot_idx": {
+          "name": "kb_tag_definitions_kb_slot_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "tag_slot",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_tag_definitions_kb_display_name_idx": {
+          "name": "kb_tag_definitions_kb_display_name_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "display_name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_tag_definitions_kb_id_idx": {
+          "name": "kb_tag_definitions_kb_id_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "knowledge_base_tag_definitions_knowledge_base_id_knowledge_base_id_fk": {
+          "name": "knowledge_base_tag_definitions_knowledge_base_id_knowledge_base_id_fk",
+          "tableFrom": "knowledge_base_tag_definitions",
+          "tableTo": "knowledge_base",
+          "columnsFrom": ["knowledge_base_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.knowledge_connector": {
+      "name": "knowledge_connector",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "knowledge_base_id": {
+          "name": "knowledge_base_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "connector_type": {
+          "name": "connector_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "credential_id": {
+          "name": "credential_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "encrypted_api_key": {
+          "name": "encrypted_api_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "source_config": {
+          "name": "source_config",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "sync_mode": {
+          "name": "sync_mode",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'full'"
+        },
+        "sync_interval_minutes": {
+          "name": "sync_interval_minutes",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 1440
+        },
+        "access_mode": {
+          "name": "access_mode",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'workspace'"
+        },
+        "credential_group_id": {
+          "name": "credential_group_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "credential_group_option_id": {
+          "name": "credential_group_option_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "member_sync_status": {
+          "name": "member_sync_status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'idle'"
+        },
+        "member_sync_lock_token": {
+          "name": "member_sync_lock_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "member_sync_lock_lease_at": {
+          "name": "member_sync_lock_lease_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "next_member_sync_at": {
+          "name": "next_member_sync_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_member_sync_at": {
+          "name": "last_member_sync_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_member_sync_error": {
+          "name": "last_member_sync_error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "member_sync_consecutive_failures": {
+          "name": "member_sync_consecutive_failures",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "access_rewrite_pending": {
+          "name": "access_rewrite_pending",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'active'"
+        },
+        "last_sync_at": {
+          "name": "last_sync_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_sync_error": {
+          "name": "last_sync_error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_sync_doc_count": {
+          "name": "last_sync_doc_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "next_sync_at": {
+          "name": "next_sync_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "consecutive_failures": {
+          "name": "consecutive_failures",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "sync_lock_token": {
+          "name": "sync_lock_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "sync_lock_lease_at": {
+          "name": "sync_lock_lease_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "kc_knowledge_base_id_idx": {
+          "name": "kc_knowledge_base_id_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kc_status_next_sync_idx": {
+          "name": "kc_status_next_sync_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "next_sync_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kc_archived_at_partial_idx": {
+          "name": "kc_archived_at_partial_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"knowledge_connector\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kc_deleted_at_partial_idx": {
+          "name": "kc_deleted_at_partial_idx",
+          "columns": [
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"knowledge_connector\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kc_member_sync_due_idx": {
+          "name": "kc_member_sync_due_idx",
+          "columns": [
+            {
+              "expression": "member_sync_status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "next_member_sync_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"knowledge_connector\".\"access_mode\" = 'members' AND \"knowledge_connector\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "knowledge_connector_knowledge_base_id_knowledge_base_id_fk": {
+          "name": "knowledge_connector_knowledge_base_id_knowledge_base_id_fk",
+          "tableFrom": "knowledge_connector",
+          "tableTo": "knowledge_base",
+          "columnsFrom": ["knowledge_base_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "knowledge_connector_credential_id_credential_id_fk": {
+          "name": "knowledge_connector_credential_id_credential_id_fk",
+          "tableFrom": "knowledge_connector",
+          "tableTo": "credential",
+          "columnsFrom": ["credential_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "knowledge_connector_credential_group_id_credential_group_id_fk": {
+          "name": "knowledge_connector_credential_group_id_credential_group_id_fk",
+          "tableFrom": "knowledge_connector",
+          "tableTo": "credential_group",
+          "columnsFrom": ["credential_group_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "kc_access_mode_check": {
+          "name": "kc_access_mode_check",
+          "value": "\"knowledge_connector\".\"access_mode\" IN ('workspace', 'members', 'admin')"
+        },
+        "kc_member_sync_status_check": {
+          "name": "kc_member_sync_status_check",
+          "value": "\"knowledge_connector\".\"member_sync_status\" IN ('idle', 'pending', 'running', 'error', 'disabled')"
+        },
+        "kc_sync_lock_exclusive_check": {
+          "name": "kc_sync_lock_exclusive_check",
+          "value": "NOT (\"knowledge_connector\".\"sync_lock_token\" IS NOT NULL AND \"knowledge_connector\".\"member_sync_lock_token\" IS NOT NULL)"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.knowledge_connector_member": {
+      "name": "knowledge_connector_member",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "connector_id": {
+          "name": "connector_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "credential_id": {
+          "name": "credential_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "subject_token": {
+          "name": "subject_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'active'"
+        },
+        "consecutive_failures": {
+          "name": "consecutive_failures",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "next_attempt_at": {
+          "name": "next_attempt_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_started_at": {
+          "name": "last_started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_complete_listing_at": {
+          "name": "last_complete_listing_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_listed_count": {
+          "name": "last_listed_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_error": {
+          "name": "last_error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "member_synced_through": {
+          "name": "member_synced_through",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "suspended_at": {
+          "name": "suspended_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "kcm_connector_credential_unique": {
+          "name": "kcm_connector_credential_unique",
+          "columns": [
+            {
+              "expression": "connector_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "credential_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kcm_connector_queue_idx": {
+          "name": "kcm_connector_queue_idx",
+          "columns": [
+            {
+              "expression": "connector_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "next_attempt_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "first"
+            },
+            {
+              "expression": "last_started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "first"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kcm_credential_idx": {
+          "name": "kcm_credential_idx",
+          "columns": [
+            {
+              "expression": "credential_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "knowledge_connector_member_workspace_id_workspace_id_fk": {
+          "name": "knowledge_connector_member_workspace_id_workspace_id_fk",
+          "tableFrom": "knowledge_connector_member",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "knowledge_connector_member_connector_id_knowledge_connector_id_fk": {
+          "name": "knowledge_connector_member_connector_id_knowledge_connector_id_fk",
+          "tableFrom": "knowledge_connector_member",
+          "tableTo": "knowledge_connector",
+          "columnsFrom": ["connector_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "knowledge_connector_member_credential_id_credential_id_fk": {
+          "name": "knowledge_connector_member_credential_id_credential_id_fk",
+          "tableFrom": "knowledge_connector_member",
+          "tableTo": "credential",
+          "columnsFrom": ["credential_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "kcm_status_check": {
+          "name": "kcm_status_check",
+          "value": "\"knowledge_connector_member\".\"status\" IN ('active', 'suspended', 'disabled')"
+        },
+        "kcm_subject_token_shape_check": {
+          "name": "kcm_subject_token_shape_check",
+          "value": "\"knowledge_connector_member\".\"subject_token\" ~ '^s:[^:]+:[^:]+:.+$'"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.knowledge_connector_member_sync_log": {
+      "name": "knowledge_connector_member_sync_log",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "connector_id": {
+          "name": "connector_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "started_at": {
+          "name": "started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "members_claimed": {
+          "name": "members_claimed",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "members_completed": {
+          "name": "members_completed",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "members_incomplete": {
+          "name": "members_incomplete",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "members_failed": {
+          "name": "members_failed",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_listed": {
+          "name": "docs_listed",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_added": {
+          "name": "docs_added",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_updated": {
+          "name": "docs_updated",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_unchanged": {
+          "name": "docs_unchanged",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_hydrated_once": {
+          "name": "docs_hydrated_once",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "observations_added": {
+          "name": "observations_added",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "observations_removed": {
+          "name": "observations_removed",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_tombstoned": {
+          "name": "docs_tombstoned",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_resurrected": {
+          "name": "docs_resurrected",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_purged": {
+          "name": "docs_purged",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "credentials_audited": {
+          "name": "credentials_audited",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "error_message": {
+          "name": "error_message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "kcmsl_connector_started_at_idx": {
+          "name": "kcmsl_connector_started_at_idx",
+          "columns": [
+            {
+              "expression": "connector_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "\"started_at\" DESC",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kcmsl_started_at_partial_idx": {
+          "name": "kcmsl_started_at_partial_idx",
+          "columns": [
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"knowledge_connector_member_sync_log\".\"status\" = 'started'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "knowledge_connector_member_sync_log_connector_id_knowledge_connector_id_fk": {
+          "name": "knowledge_connector_member_sync_log_connector_id_knowledge_connector_id_fk",
+          "tableFrom": "knowledge_connector_member_sync_log",
+          "tableTo": "knowledge_connector",
+          "columnsFrom": ["connector_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "kcmsl_status_check": {
+          "name": "kcmsl_status_check",
+          "value": "\"knowledge_connector_member_sync_log\".\"status\" IN ('started', 'completed', 'failed')"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.knowledge_connector_sync_log": {
+      "name": "knowledge_connector_sync_log",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "connector_id": {
+          "name": "connector_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "started_at": {
+          "name": "started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "docs_added": {
+          "name": "docs_added",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_updated": {
+          "name": "docs_updated",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_deleted": {
+          "name": "docs_deleted",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_unchanged": {
+          "name": "docs_unchanged",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_skipped": {
+          "name": "docs_skipped",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_failed": {
+          "name": "docs_failed",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "error_message": {
+          "name": "error_message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "kcsl_connector_started_at_idx": {
+          "name": "kcsl_connector_started_at_idx",
+          "columns": [
+            {
+              "expression": "connector_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "\"started_at\" DESC",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kcsl_started_at_partial_idx": {
+          "name": "kcsl_started_at_partial_idx",
+          "columns": [
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"knowledge_connector_sync_log\".\"status\" = 'started'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "knowledge_connector_sync_log_connector_id_knowledge_connector_id_fk": {
+          "name": "knowledge_connector_sync_log_connector_id_knowledge_connector_id_fk",
+          "tableFrom": "knowledge_connector_sync_log",
+          "tableTo": "knowledge_connector",
+          "columnsFrom": ["connector_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.knowledge_document_observation": {
+      "name": "knowledge_document_observation",
+      "schema": "",
+      "columns": {
+        "document_id": {
+          "name": "document_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "member_id": {
+          "name": "member_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "last_seen_at": {
+          "name": "last_seen_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "run_id": {
+          "name": "run_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "indexes": {
+        "kdo_member_idx": {
+          "name": "kdo_member_idx",
+          "columns": [
+            {
+              "expression": "member_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "knowledge_document_observation_document_id_document_id_fk": {
+          "name": "knowledge_document_observation_document_id_document_id_fk",
+          "tableFrom": "knowledge_document_observation",
+          "tableTo": "document",
+          "columnsFrom": ["document_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "knowledge_document_observation_member_id_knowledge_connector_member_id_fk": {
+          "name": "knowledge_document_observation_member_id_knowledge_connector_member_id_fk",
+          "tableFrom": "knowledge_document_observation",
+          "tableTo": "knowledge_connector_member",
+          "columnsFrom": ["member_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {
+        "knowledge_document_observation_document_id_member_id_pk": {
+          "name": "knowledge_document_observation_document_id_member_id_pk",
+          "columns": ["document_id", "member_id"]
+        }
+      },
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.mcp_server_oauth": {
+      "name": "mcp_server_oauth",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "mcp_server_id": {
+          "name": "mcp_server_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "client_information": {
+          "name": "client_information",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tokens": {
+          "name": "tokens",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "code_verifier": {
+          "name": "code_verifier",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "state": {
+          "name": "state",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "state_created_at": {
+          "name": "state_created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_refreshed_at": {
+          "name": "last_refreshed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "mcp_server_oauth_server_unique": {
+          "name": "mcp_server_oauth_server_unique",
+          "columns": [
+            {
+              "expression": "mcp_server_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "mcp_server_oauth_state_idx": {
+          "name": "mcp_server_oauth_state_idx",
+          "columns": [
+            {
+              "expression": "state",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "mcp_server_oauth_mcp_server_id_mcp_servers_id_fk": {
+          "name": "mcp_server_oauth_mcp_server_id_mcp_servers_id_fk",
+          "tableFrom": "mcp_server_oauth",
+          "tableTo": "mcp_servers",
+          "columnsFrom": ["mcp_server_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "mcp_server_oauth_user_id_user_id_fk": {
+          "name": "mcp_server_oauth_user_id_user_id_fk",
+          "tableFrom": "mcp_server_oauth",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "mcp_server_oauth_workspace_id_workspace_id_fk": {
+          "name": "mcp_server_oauth_workspace_id_workspace_id_fk",
+          "tableFrom": "mcp_server_oauth",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.mcp_servers": {
+      "name": "mcp_servers",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "transport": {
+          "name": "transport",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "url": {
+          "name": "url",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "auth_type": {
+          "name": "auth_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'headers'"
+        },
+        "oauth_client_id": {
+          "name": "oauth_client_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "oauth_client_secret": {
+          "name": "oauth_client_secret",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "headers": {
+          "name": "headers",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'{}'"
+        },
+        "timeout": {
+          "name": "timeout",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false,
+          "default": 30000
+        },
+        "retries": {
+          "name": "retries",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false,
+          "default": 3
+        },
+        "enabled": {
+          "name": "enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "last_connected": {
+          "name": "last_connected",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "connection_status": {
+          "name": "connection_status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'disconnected'"
+        },
+        "last_error": {
+          "name": "last_error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status_config": {
+          "name": "status_config",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'{}'"
+        },
+        "tool_count": {
+          "name": "tool_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false,
+          "default": 0
+        },
+        "last_tools_refresh": {
+          "name": "last_tools_refresh",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "total_requests": {
+          "name": "total_requests",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false,
+          "default": 0
+        },
+        "last_used": {
+          "name": "last_used",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
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+          "name": "mcp_servers_workspace_enabled_idx",
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+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "enabled",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "mcp_servers_workspace_deleted_partial_idx": {
+          "name": "mcp_servers_workspace_deleted_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          ],
+          "isUnique": false,
+          "where": "\"mcp_servers\".\"deleted_at\" IS NOT NULL",
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+          "method": "btree",
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+        }
+      },
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+          "name": "mcp_servers_workspace_id_workspace_id_fk",
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+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "mcp_servers_created_by_user_id_fk": {
+          "name": "mcp_servers_created_by_user_id_fk",
+          "tableFrom": "mcp_servers",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.member": {
+      "name": "member",
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+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "role": {
+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
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+          "name": "member_user_id_unique",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "member_organization_id_idx": {
+          "name": "member_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
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+        }
+      },
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+        "member_user_id_user_id_fk": {
+          "name": "member_user_id_user_id_fk",
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+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "member_organization_id_organization_id_fk": {
+          "name": "member_organization_id_organization_id_fk",
+          "tableFrom": "member",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
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+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.memory": {
+      "name": "memory",
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+      "columns": {
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
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+          "primaryKey": false,
+          "notNull": true
+        },
+        "key": {
+          "name": "key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "data": {
+          "name": "data",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "secret_provenance_version": {
+          "name": "secret_provenance_version",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
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+              "expression": "key",
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+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "memory_workspace_idx": {
+          "name": "memory_workspace_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
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+              "asc": true,
+              "nulls": "last"
+            }
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+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
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+        },
+        "memory_workspace_key_idx": {
+          "name": "memory_workspace_key_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "key",
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+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "memory_workspace_deleted_partial_idx": {
+          "name": "memory_workspace_deleted_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"memory\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "memory_workspace_id_workspace_id_fk": {
+          "name": "memory_workspace_id_workspace_id_fk",
+          "tableFrom": "memory",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.memory_secret_provenance": {
+      "name": "memory_secret_provenance",
+      "schema": "",
+      "columns": {
+        "memory_id": {
+          "name": "memory_id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "content_hash": {
+          "name": "content_hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "entries": {
+          "name": "entries",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "memory_secret_provenance_memory_id_memory_id_fk": {
+          "name": "memory_secret_provenance_memory_id_memory_id_fk",
+          "tableFrom": "memory_secret_provenance",
+          "tableTo": "memory",
+          "columnsFrom": ["memory_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
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+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "memory_secret_provenance_status_check": {
+          "name": "memory_secret_provenance_status_check",
+          "value": "\"memory_secret_provenance\".\"status\" IN ('exact', 'unknown')"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.mothership_inbox_allowed_sender": {
+      "name": "mothership_inbox_allowed_sender",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "label": {
+          "name": "label",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "added_by": {
+          "name": "added_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "inbox_sender_ws_email_idx": {
+          "name": "inbox_sender_ws_email_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "email",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "mothership_inbox_allowed_sender_workspace_id_workspace_id_fk": {
+          "name": "mothership_inbox_allowed_sender_workspace_id_workspace_id_fk",
+          "tableFrom": "mothership_inbox_allowed_sender",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "mothership_inbox_allowed_sender_added_by_user_id_fk": {
+          "name": "mothership_inbox_allowed_sender_added_by_user_id_fk",
+          "tableFrom": "mothership_inbox_allowed_sender",
+          "tableTo": "user",
+          "columnsFrom": ["added_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.mothership_inbox_task": {
+      "name": "mothership_inbox_task",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "from_email": {
+          "name": "from_email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "from_name": {
+          "name": "from_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "subject": {
+          "name": "subject",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "body_preview": {
+          "name": "body_preview",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "body_text": {
+          "name": "body_text",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "body_html": {
+          "name": "body_html",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "email_message_id": {
+          "name": "email_message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "in_reply_to": {
+          "name": "in_reply_to",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "response_message_id": {
+          "name": "response_message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "agentmail_message_id": {
+          "name": "agentmail_message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'received'"
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "trigger_job_id": {
+          "name": "trigger_job_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "result_summary": {
+          "name": "result_summary",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "error_message": {
+          "name": "error_message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "rejection_reason": {
+          "name": "rejection_reason",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "has_attachments": {
+          "name": "has_attachments",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "cc_recipients": {
+          "name": "cc_recipients",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "processing_started_at": {
+          "name": "processing_started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "inbox_task_ws_created_at_idx": {
+          "name": "inbox_task_ws_created_at_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
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+    },
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+        },
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+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "paused_executions_execution_id_unique": {
+          "name": "paused_executions_execution_id_unique",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "paused_executions_next_resume_at_idx": {
+          "name": "paused_executions_next_resume_at_idx",
+          "columns": [
+            {
+              "expression": "next_resume_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "status = 'paused' AND next_resume_at IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "paused_executions_workflow_id_workflow_id_fk": {
+          "name": "paused_executions_workflow_id_workflow_id_fk",
+          "tableFrom": "paused_executions",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.pending_credential_draft": {
+      "name": "pending_credential_draft",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
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+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "display_name": {
+          "name": "display_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "credential_id": {
+          "name": "credential_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "pending_draft_user_provider_ws": {
+          "name": "pending_draft_user_provider_ws",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
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+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
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+        "pending_credential_draft_user_id_user_id_fk": {
+          "name": "pending_credential_draft_user_id_user_id_fk",
+          "tableFrom": "pending_credential_draft",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "pending_credential_draft_workspace_id_workspace_id_fk": {
+          "name": "pending_credential_draft_workspace_id_workspace_id_fk",
+          "tableFrom": "pending_credential_draft",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "pending_credential_draft_credential_id_credential_id_fk": {
+          "name": "pending_credential_draft_credential_id_credential_id_fk",
+          "tableFrom": "pending_credential_draft",
+          "tableTo": "credential",
+          "columnsFrom": ["credential_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
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+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.permission_group": {
+      "name": "permission_group",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "config": {
+          "name": "config",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "is_default": {
+          "name": "is_default",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        }
+      },
+      "indexes": {
+        "permission_group_created_by_idx": {
+          "name": "permission_group_created_by_idx",
+          "columns": [
+            {
+              "expression": "created_by",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permission_group_organization_name_unique": {
+          "name": "permission_group_organization_name_unique",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permission_group_organization_default_unique": {
+          "name": "permission_group_organization_default_unique",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "is_default = true",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "permission_group_organization_id_organization_id_fk": {
+          "name": "permission_group_organization_id_organization_id_fk",
+          "tableFrom": "permission_group",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "permission_group_created_by_user_id_fk": {
+          "name": "permission_group_created_by_user_id_fk",
+          "tableFrom": "permission_group",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.permission_group_member": {
+      "name": "permission_group_member",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "permission_group_id": {
+          "name": "permission_group_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "assigned_by": {
+          "name": "assigned_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "assigned_at": {
+          "name": "assigned_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
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+        "permission_group_member_group_id_idx": {
+          "name": "permission_group_member_group_id_idx",
+          "columns": [
+            {
+              "expression": "permission_group_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permission_group_member_group_user_unique": {
+          "name": "permission_group_member_group_user_unique",
+          "columns": [
+            {
+              "expression": "permission_group_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permission_group_member_organization_user_idx": {
+          "name": "permission_group_member_organization_user_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "permission_group_member_permission_group_id_permission_group_id_fk": {
+          "name": "permission_group_member_permission_group_id_permission_group_id_fk",
+          "tableFrom": "permission_group_member",
+          "tableTo": "permission_group",
+          "columnsFrom": ["permission_group_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "permission_group_member_organization_id_organization_id_fk": {
+          "name": "permission_group_member_organization_id_organization_id_fk",
+          "tableFrom": "permission_group_member",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "permission_group_member_user_id_user_id_fk": {
+          "name": "permission_group_member_user_id_user_id_fk",
+          "tableFrom": "permission_group_member",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "permission_group_member_assigned_by_user_id_fk": {
+          "name": "permission_group_member_assigned_by_user_id_fk",
+          "tableFrom": "permission_group_member",
+          "tableTo": "user",
+          "columnsFrom": ["assigned_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.permission_group_workspace": {
+      "name": "permission_group_workspace",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "permission_group_id": {
+          "name": "permission_group_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "permission_group_workspace_workspace_id_idx": {
+          "name": "permission_group_workspace_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permission_group_workspace_group_workspace_unique": {
+          "name": "permission_group_workspace_group_workspace_unique",
+          "columns": [
+            {
+              "expression": "permission_group_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "permission_group_workspace_permission_group_id_permission_group_id_fk": {
+          "name": "permission_group_workspace_permission_group_id_permission_group_id_fk",
+          "tableFrom": "permission_group_workspace",
+          "tableTo": "permission_group",
+          "columnsFrom": ["permission_group_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "permission_group_workspace_workspace_id_workspace_id_fk": {
+          "name": "permission_group_workspace_workspace_id_workspace_id_fk",
+          "tableFrom": "permission_group_workspace",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "permission_group_workspace_organization_id_organization_id_fk": {
+          "name": "permission_group_workspace_organization_id_organization_id_fk",
+          "tableFrom": "permission_group_workspace",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.permissions": {
+      "name": "permissions",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "entity_type": {
+          "name": "entity_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "entity_id": {
+          "name": "entity_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "permission_type": {
+          "name": "permission_type",
+          "type": "permission_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "permissions_user_id_idx": {
+          "name": "permissions_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permissions_entity_idx": {
+          "name": "permissions_entity_idx",
+          "columns": [
+            {
+              "expression": "entity_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "entity_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permissions_user_entity_type_idx": {
+          "name": "permissions_user_entity_type_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "entity_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permissions_user_entity_permission_idx": {
+          "name": "permissions_user_entity_permission_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "entity_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "permission_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permissions_unique_constraint": {
+          "name": "permissions_unique_constraint",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "entity_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "entity_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "permissions_user_id_user_id_fk": {
+          "name": "permissions_user_id_user_id_fk",
+          "tableFrom": "permissions",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.pinned_item": {
+      "name": "pinned_item",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "resource_type": {
+          "name": "resource_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "resource_id": {
+          "name": "resource_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "pinned_at": {
+          "name": "pinned_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
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+          "type": "jsonb",
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+          "default": "'{}'"
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+          "default": "''"
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+          "type": "timestamp",
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+          "default": "now()"
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+          "tableTo": "workflow",
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+      "policies": {},
+      "checkConstraints": {},
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+    },
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+          "name": "id",
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+          "primaryKey": true,
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+        },
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+          "default": "now()"
+        }
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+          "tableTo": "user",
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+    },
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
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+        },
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+        },
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+          "notNull": false
+        },
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+          "notNull": true,
+          "default": "now()"
+        },
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+          "default": "now()"
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+        },
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+            },
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+            }
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+        }
+      },
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+          "columnsTo": ["id"],
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+        },
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+          "tableTo": "user",
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+      "checkConstraints": {},
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+    },
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+      "columns": {
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
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+          "type": "text",
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+          "notNull": true
+        },
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+          "name": "domain",
+          "type": "text",
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+          "notNull": true
+        },
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+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
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+          "name": "verification_token",
+          "type": "text",
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+          "notNull": true
+        },
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+          "type": "timestamp",
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+        },
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+          "name": "created_by",
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+        },
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+          "type": "timestamp",
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+          "default": "now()"
+        },
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+          "notNull": true,
+          "default": "now()"
+        }
+      },
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+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+          "concurrently": false,
+          "method": "btree",
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+        },
+        "sso_domain_domain_idx": {
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+              "expression": "domain",
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+              "asc": true,
+              "nulls": "last"
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+          "method": "btree",
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+        },
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+              "expression": "organization_id",
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+              "asc": true,
+              "nulls": "last"
+            },
+            {
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+              "nulls": "last"
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+          ],
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+          "method": "btree",
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+        },
+        "sso_domain_verified_unique": {
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+          "columns": [
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+              "expression": "domain",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "status = 'verified'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
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+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "sso_domain_created_by_user_id_fk": {
+          "name": "sso_domain_created_by_user_id_fk",
+          "tableFrom": "sso_domain",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.sso_provider": {
+      "name": "sso_provider",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "issuer": {
+          "name": "issuer",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "domain": {
+          "name": "domain",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "oidc_config": {
+          "name": "oidc_config",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "saml_config": {
+          "name": "saml_config",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "domain_verified": {
+          "name": "domain_verified",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "jit_provisioning_enabled": {
+          "name": "jit_provisioning_enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        }
+      },
+      "indexes": {
+        "sso_provider_provider_id_unique": {
+          "name": "sso_provider_provider_id_unique",
+          "columns": [
+            {
+              "expression": "provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "sso_provider_domain_idx": {
+          "name": "sso_provider_domain_idx",
+          "columns": [
+            {
+              "expression": "domain",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "sso_provider_user_id_idx": {
+          "name": "sso_provider_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "sso_provider_organization_id_idx": {
+          "name": "sso_provider_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "sso_provider_user_id_user_id_fk": {
+          "name": "sso_provider_user_id_user_id_fk",
+          "tableFrom": "sso_provider",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "sso_provider_organization_id_organization_id_fk": {
+          "name": "sso_provider_organization_id_organization_id_fk",
+          "tableFrom": "sso_provider",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.subscription": {
+      "name": "subscription",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "plan": {
+          "name": "plan",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "reference_id": {
+          "name": "reference_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "stripe_customer_id": {
+          "name": "stripe_customer_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "stripe_subscription_id": {
+          "name": "stripe_subscription_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "period_start": {
+          "name": "period_start",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "period_end": {
+          "name": "period_end",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "cancel_at_period_end": {
+          "name": "cancel_at_period_end",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "cancel_at": {
+          "name": "cancel_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "canceled_at": {
+          "name": "canceled_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "ended_at": {
+          "name": "ended_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "seats": {
+          "name": "seats",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "trial_start": {
+          "name": "trial_start",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "trial_end": {
+          "name": "trial_end",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "billing_interval": {
+          "name": "billing_interval",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "stripe_schedule_id": {
+          "name": "stripe_schedule_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_closed_period_start": {
+          "name": "last_closed_period_start",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "subscription_reference_status_idx": {
+          "name": "subscription_reference_status_idx",
+          "columns": [
+            {
+              "expression": "reference_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "subscription_cycle_close_lagging_idx": {
+          "name": "subscription_cycle_close_lagging_idx",
+          "columns": [
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"subscription\".\"status\" in ('active', 'past_due') and \"subscription\".\"period_start\" is not null and (\"subscription\".\"last_closed_period_start\" is null or \"subscription\".\"last_closed_period_start\" < \"subscription\".\"period_start\")",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "check_enterprise_metadata": {
+          "name": "check_enterprise_metadata",
+          "value": "plan != 'enterprise' OR metadata IS NOT NULL"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.table_jobs": {
+      "name": "table_jobs",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "table_id": {
+          "name": "table_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'running'"
+        },
+        "payload": {
+          "name": "payload",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "rows_processed": {
+          "name": "rows_processed",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "error": {
+          "name": "error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "started_at": {
+          "name": "started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
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+          "name": "table_jobs_one_active_per_table",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"table_jobs\".\"status\" = 'running' AND \"table_jobs\".\"type\" <> 'export'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "table_jobs_watchdog_idx": {
+          "name": "table_jobs_watchdog_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "updated_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "table_jobs_table_started_idx": {
+          "name": "table_jobs_table_started_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "table_jobs_table_id_user_table_definitions_id_fk": {
+          "name": "table_jobs_table_id_user_table_definitions_id_fk",
+          "tableFrom": "table_jobs",
+          "tableTo": "user_table_definitions",
+          "columnsFrom": ["table_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "table_jobs_workspace_id_workspace_id_fk": {
+          "name": "table_jobs_workspace_id_workspace_id_fk",
+          "tableFrom": "table_jobs",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.table_row_executions": {
+      "name": "table_row_executions",
+      "schema": "",
+      "columns": {
+        "table_id": {
+          "name": "table_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "row_id": {
+          "name": "row_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "group_id": {
+          "name": "group_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "execution_id": {
+          "name": "execution_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "job_id": {
+          "name": "job_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "error": {
+          "name": "error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "running_block_ids": {
+          "name": "running_block_ids",
+          "type": "text[]",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'::text[]"
+        },
+        "block_errors": {
+          "name": "block_errors",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'::jsonb"
+        },
+        "cancelled_at": {
+          "name": "cancelled_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "capability_governed_user_id": {
+          "name": "capability_governed_user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "enrichment_details": {
+          "name": "enrichment_details",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
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+          "name": "table_row_executions_table_status_idx",
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+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"table_row_executions\".\"status\" IN ('queued', 'running', 'pending')",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "table_row_executions_execution_id_idx": {
+          "name": "table_row_executions_execution_id_idx",
+          "columns": [
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+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"table_row_executions\".\"execution_id\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
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+        },
+        "table_row_executions_table_group_idx": {
+          "name": "table_row_executions_table_group_idx",
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+              "expression": "table_id",
+              "isExpression": false,
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+              "nulls": "last"
+            },
+            {
+              "expression": "group_id",
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+              "nulls": "last"
+            }
+          ],
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+          "concurrently": false,
+          "method": "btree",
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+        }
+      },
+      "foreignKeys": {
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+          "tableTo": "user_table_definitions",
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+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "table_row_executions_row_id_user_table_rows_id_fk": {
+          "name": "table_row_executions_row_id_user_table_rows_id_fk",
+          "tableFrom": "table_row_executions",
+          "tableTo": "user_table_rows",
+          "columnsFrom": ["row_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "table_row_executions_capability_governed_user_id_user_id_fk": {
+          "name": "table_row_executions_capability_governed_user_id_user_id_fk",
+          "tableFrom": "table_row_executions",
+          "tableTo": "user",
+          "columnsFrom": ["capability_governed_user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {
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+          "name": "table_row_executions_row_id_group_id_pk",
+          "columns": ["row_id", "group_id"]
+        }
+      },
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.table_run_dispatches": {
+      "name": "table_run_dispatches",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "table_id": {
+          "name": "table_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "request_id": {
+          "name": "request_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "mode": {
+          "name": "mode",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "scope": {
+          "name": "scope",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "cursor": {
+          "name": "cursor",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "limit": {
+          "name": "limit",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "processed_count": {
+          "name": "processed_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "is_manual_run": {
+          "name": "is_manual_run",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "triggered_by_user_id": {
+          "name": "triggered_by_user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "capability_governed_user_id": {
+          "name": "capability_governed_user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "requested_at": {
+          "name": "requested_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "heartbeat_at": {
+          "name": "heartbeat_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "cancelled_at": {
+          "name": "cancelled_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
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+          "concurrently": false,
+          "method": "btree",
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+        },
+        "table_run_dispatches_watchdog_idx": {
+          "name": "table_run_dispatches_watchdog_idx",
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+              "expression": "status",
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+          "name": "table_run_dispatches_governed_active_idx",
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+              "expression": "capability_governed_user_id",
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+          "default": "now()"
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+          "onUpdate": "no action"
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+      "checkConstraints": {},
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+          "name": "id",
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+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "source",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "cost",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"usage_log\".\"billing_entity_type\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_workspace_created_at_idx": {
+          "name": "usage_log_workspace_created_at_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_execution_id_idx": {
+          "name": "usage_log_execution_id_idx",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "usage_log_user_id_user_id_fk": {
+          "name": "usage_log_user_id_user_id_fk",
+          "tableFrom": "usage_log",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "usage_log_workspace_id_workspace_id_fk": {
+          "name": "usage_log_workspace_id_workspace_id_fk",
+          "tableFrom": "usage_log",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "usage_log_workflow_id_workflow_id_fk": {
+          "name": "usage_log_workflow_id_workflow_id_fk",
+          "tableFrom": "usage_log",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "usage_log_billing_scope_all_or_none": {
+          "name": "usage_log_billing_scope_all_or_none",
+          "value": "(\n        (\"usage_log\".\"billing_entity_type\" IS NULL AND \"usage_log\".\"billing_entity_id\" IS NULL AND \"usage_log\".\"billing_period_start\" IS NULL AND \"usage_log\".\"billing_period_end\" IS NULL)\n        OR\n        (\"usage_log\".\"billing_entity_type\" IS NOT NULL AND \"usage_log\".\"billing_entity_id\" IS NOT NULL AND \"usage_log\".\"billing_period_start\" IS NOT NULL AND \"usage_log\".\"billing_period_end\" IS NOT NULL AND \"usage_log\".\"billing_period_start\" < \"usage_log\".\"billing_period_end\")\n      )"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.user": {
+      "name": "user",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "normalized_email": {
+          "name": "normalized_email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "email_verified": {
+          "name": "email_verified",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "image": {
+          "name": "image",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "stripe_customer_id": {
+          "name": "stripe_customer_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "role": {
+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'user'"
+        },
+        "banned": {
+          "name": "banned",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": false,
+          "default": false
+        },
+        "ban_reason": {
+          "name": "ban_reason",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "ban_expires": {
+          "name": "ban_expires",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "user_email_unique": {
+          "name": "user_email_unique",
+          "nullsNotDistinct": false,
+          "columns": ["email"]
+        },
+        "user_normalized_email_unique": {
+          "name": "user_normalized_email_unique",
+          "nullsNotDistinct": false,
+          "columns": ["normalized_email"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.user_stats": {
+      "name": "user_stats",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "total_manual_executions": {
+          "name": "total_manual_executions",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_api_calls": {
+          "name": "total_api_calls",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_webhook_triggers": {
+          "name": "total_webhook_triggers",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_scheduled_executions": {
+          "name": "total_scheduled_executions",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_chat_executions": {
+          "name": "total_chat_executions",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_mcp_executions": {
+          "name": "total_mcp_executions",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_tokens_used": {
+          "name": "total_tokens_used",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_cost": {
+          "name": "total_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "current_usage_limit": {
+          "name": "current_usage_limit",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'5'"
+        },
+        "usage_limit_updated_at": {
+          "name": "usage_limit_updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "now()"
+        },
+        "current_period_cost": {
+          "name": "current_period_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "last_period_cost": {
+          "name": "last_period_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'0'"
+        },
+        "billed_overage_this_period": {
+          "name": "billed_overage_this_period",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "pro_period_cost_snapshot": {
+          "name": "pro_period_cost_snapshot",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'0'"
+        },
+        "pro_period_cost_snapshot_at": {
+          "name": "pro_period_cost_snapshot_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "credit_balance": {
+          "name": "credit_balance",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "total_copilot_cost": {
+          "name": "total_copilot_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "current_period_copilot_cost": {
+          "name": "current_period_copilot_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "last_period_copilot_cost": {
+          "name": "last_period_copilot_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'0'"
+        },
+        "total_copilot_tokens": {
+          "name": "total_copilot_tokens",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_copilot_calls": {
+          "name": "total_copilot_calls",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_mcp_copilot_calls": {
+          "name": "total_mcp_copilot_calls",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_mcp_copilot_cost": {
+          "name": "total_mcp_copilot_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "current_period_mcp_copilot_cost": {
+          "name": "current_period_mcp_copilot_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "storage_used_bytes": {
+          "name": "storage_used_bytes",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "last_active": {
+          "name": "last_active",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "billing_blocked": {
+          "name": "billing_blocked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "billing_blocked_reason": {
+          "name": "billing_blocked_reason",
+          "type": "billing_blocked_reason",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "limit_notifications": {
+          "name": "limit_notifications",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'::jsonb"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "user_stats_user_id_user_id_fk": {
+          "name": "user_stats_user_id_user_id_fk",
+          "tableFrom": "user_stats",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "user_stats_user_id_unique": {
+          "name": "user_stats_user_id_unique",
+          "nullsNotDistinct": false,
+          "columns": ["user_id"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.user_table_definitions": {
+      "name": "user_table_definitions",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "folder_id": {
+          "name": "folder_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "schema": {
+          "name": "schema",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "max_rows": {
+          "name": "max_rows",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 10000
+        },
+        "row_count": {
+          "name": "row_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "rows_version": {
+          "name": "rows_version",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "schema_locked": {
+          "name": "schema_locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "insert_locked": {
+          "name": "insert_locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "update_locked": {
+          "name": "update_locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "delete_locked": {
+          "name": "delete_locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "user_table_def_workspace_id_idx": {
+          "name": "user_table_def_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_def_folder_id_idx": {
+          "name": "user_table_def_folder_id_idx",
+          "columns": [
+            {
+              "expression": "folder_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_def_workspace_name_unique": {
+          "name": "user_table_def_workspace_name_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"user_table_definitions\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_def_archived_at_idx": {
+          "name": "user_table_def_archived_at_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_def_workspace_archived_partial_idx": {
+          "name": "user_table_def_workspace_archived_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"user_table_definitions\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "user_table_definitions_workspace_id_workspace_id_fk": {
+          "name": "user_table_definitions_workspace_id_workspace_id_fk",
+          "tableFrom": "user_table_definitions",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "user_table_definitions_folder_id_folder_id_fk": {
+          "name": "user_table_definitions_folder_id_folder_id_fk",
+          "tableFrom": "user_table_definitions",
+          "tableTo": "folder",
+          "columnsFrom": ["folder_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "user_table_definitions_created_by_user_id_fk": {
+          "name": "user_table_definitions_created_by_user_id_fk",
+          "tableFrom": "user_table_definitions",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.user_table_row_secret_provenance": {
+      "name": "user_table_row_secret_provenance",
+      "schema": "",
+      "columns": {
+        "row_id": {
+          "name": "row_id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "content_updated_at": {
+          "name": "content_updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "entries": {
+          "name": "entries",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "user_table_row_secret_provenance_row_id_user_table_rows_id_fk": {
+          "name": "user_table_row_secret_provenance_row_id_user_table_rows_id_fk",
+          "tableFrom": "user_table_row_secret_provenance",
+          "tableTo": "user_table_rows",
+          "columnsFrom": ["row_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "user_table_row_secret_provenance_status_check": {
+          "name": "user_table_row_secret_provenance_status_check",
+          "value": "\"user_table_row_secret_provenance\".\"status\" IN ('exact', 'unknown')"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.user_table_rows": {
+      "name": "user_table_rows",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "table_id": {
+          "name": "table_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "data": {
+          "name": "data",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "position": {
+          "name": "position",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "order_key": {
+          "name": "order_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "secret_provenance_version": {
+          "name": "secret_provenance_version",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
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+        "user_table_rows_tenant_data_gin_idx": {
+          "name": "user_table_rows_tenant_data_gin_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "\"data\" jsonb_path_ops",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "gin",
+          "with": {}
+        },
+        "user_table_rows_workspace_table_idx": {
+          "name": "user_table_rows_workspace_table_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_rows_table_position_idx": {
+          "name": "user_table_rows_table_position_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "position",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_rows_table_order_key_idx": {
+          "name": "user_table_rows_table_order_key_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "order_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_rows_table_created_id_idx": {
+          "name": "user_table_rows_table_created_id_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_rows_table_id_id_idx": {
+          "name": "user_table_rows_table_id_id_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
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+        "user_table_rows_table_id_user_table_definitions_id_fk": {
+          "name": "user_table_rows_table_id_user_table_definitions_id_fk",
+          "tableFrom": "user_table_rows",
+          "tableTo": "user_table_definitions",
+          "columnsFrom": ["table_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "user_table_rows_workspace_id_workspace_id_fk": {
+          "name": "user_table_rows_workspace_id_workspace_id_fk",
+          "tableFrom": "user_table_rows",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "user_table_rows_created_by_user_id_fk": {
+          "name": "user_table_rows_created_by_user_id_fk",
+          "tableFrom": "user_table_rows",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.verification": {
+      "name": "verification",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "identifier": {
+          "name": "identifier",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "value": {
+          "name": "value",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
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+        "verification_identifier_idx": {
+          "name": "verification_identifier_idx",
+          "columns": [
+            {
+              "expression": "identifier",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
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+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "verification_expires_at_idx": {
+          "name": "verification_expires_at_idx",
+          "columns": [
+            {
+              "expression": "expires_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.waitlist": {
+      "name": "waitlist",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "waitlist_email_unique": {
+          "name": "waitlist_email_unique",
+          "nullsNotDistinct": false,
+          "columns": ["email"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.webhook": {
+      "name": "webhook",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "deployment_version_id": {
+          "name": "deployment_version_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "registration_status": {
+          "name": "registration_status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "registration_generation": {
+          "name": "registration_generation",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "config_fingerprint": {
+          "name": "config_fingerprint",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "prepared_at": {
+          "name": "prepared_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "block_id": {
+          "name": "block_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "path": {
+          "name": "path",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "routing_key": {
+          "name": "routing_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider": {
+          "name": "provider",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider_config": {
+          "name": "provider_config",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "is_active": {
+          "name": "is_active",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "failed_count": {
+          "name": "failed_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false,
+          "default": 0
+        },
+        "last_failed_at": {
+          "name": "last_failed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "path_deployment_unique": {
+          "name": "path_deployment_unique",
+          "columns": [
+            {
+              "expression": "path",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deployment_version_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"webhook\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_workflow_deployment_idx": {
+          "name": "webhook_workflow_deployment_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deployment_version_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_routing_key_active_idx": {
+          "name": "webhook_routing_key_active_idx",
+          "columns": [
+            {
+              "expression": "routing_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "provider",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"webhook\".\"archived_at\" IS NULL AND \"webhook\".\"routing_key\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_archived_at_partial_idx": {
+          "name": "webhook_archived_at_partial_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"webhook\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "idx_webhook_on_provider_is_active_workflow_id_deploym_bdeed5468": {
+          "name": "idx_webhook_on_provider_is_active_workflow_id_deploym_bdeed5468",
+          "columns": [
+            {
+              "expression": "provider",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "is_active",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deployment_version_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "idx_webhook_on_workflow_id_block_id_updated_at_desc": {
+          "name": "idx_webhook_on_workflow_id_block_id_updated_at_desc",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "block_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "updated_at",
+              "isExpression": false,
+              "asc": false,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_active_registration_unique": {
+          "name": "webhook_active_registration_unique",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "block_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"webhook\".\"registration_status\" = 'active' AND \"webhook\".\"block_id\" IS NOT NULL AND \"webhook\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_candidate_registration_unique": {
+          "name": "webhook_candidate_registration_unique",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "block_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"webhook\".\"registration_status\" = 'candidate' AND \"webhook\".\"block_id\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_registration_status_generation_idx": {
+          "name": "webhook_registration_status_generation_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "registration_status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "registration_generation",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "webhook_workflow_id_workflow_id_fk": {
+          "name": "webhook_workflow_id_workflow_id_fk",
+          "tableFrom": "webhook",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "webhook_deployment_version_id_workflow_deployment_version_id_fk": {
+          "name": "webhook_deployment_version_id_workflow_deployment_version_id_fk",
+          "tableFrom": "webhook",
+          "tableTo": "workflow_deployment_version",
+          "columnsFrom": ["deployment_version_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "webhook_registration_status_check": {
+          "name": "webhook_registration_status_check",
+          "value": "\"webhook\".\"registration_status\" IS NULL OR \"webhook\".\"registration_status\" IN ('active', 'candidate', 'retired', 'orphaned')"
+        },
+        "webhook_registration_generation_check": {
+          "name": "webhook_registration_generation_check",
+          "value": "\"webhook\".\"registration_generation\" IS NULL OR \"webhook\".\"registration_generation\" >= 0"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.webhook_path_claim": {
+      "name": "webhook_path_claim",
+      "schema": "",
+      "columns": {
+        "path": {
+          "name": "path",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "generation": {
+          "name": "generation",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "webhook_path_claim_workflow_idx": {
+          "name": "webhook_path_claim_workflow_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "webhook_path_claim_workflow_id_workflow_id_fk": {
+          "name": "webhook_path_claim_workflow_id_workflow_id_fk",
+          "tableFrom": "webhook_path_claim",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "webhook_path_claim_generation_check": {
+          "name": "webhook_path_claim_generation_check",
+          "value": "\"webhook_path_claim\".\"generation\" >= 0"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.workflow": {
+      "name": "workflow",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "folder_id": {
+          "name": "folder_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "sort_order": {
+          "name": "sort_order",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_synced": {
+          "name": "last_synced",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "is_deployed": {
+          "name": "is_deployed",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "deployed_at": {
+          "name": "deployed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "is_public_api": {
+          "name": "is_public_api",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "locked": {
+          "name": "locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "fork_sync_excluded": {
+          "name": "fork_sync_excluded",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "run_count": {
+          "name": "run_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "last_run_at": {
+          "name": "last_run_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "variables": {
+          "name": "variables",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'{}'"
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "workflow_user_id_idx": {
+          "name": "workflow_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_workspace_id_idx": {
+          "name": "workflow_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_user_workspace_idx": {
+          "name": "workflow_user_workspace_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_workspace_folder_name_active_unique": {
+          "name": "workflow_workspace_folder_name_active_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "coalesce(\"folder_id\", '')",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"workflow\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_folder_sort_idx": {
+          "name": "workflow_folder_sort_idx",
+          "columns": [
+            {
+              "expression": "folder_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "sort_order",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_active_workspace_sort_idx": {
+          "name": "workflow_active_workspace_sort_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "sort_order",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workflow\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_archived_at_idx": {
+          "name": "workflow_archived_at_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_workspace_archived_partial_idx": {
+          "name": "workflow_workspace_archived_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workflow\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_user_id_user_id_fk": {
+          "name": "workflow_user_id_user_id_fk",
+          "tableFrom": "workflow",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_workspace_id_workspace_id_fk": {
+          "name": "workflow_workspace_id_workspace_id_fk",
+          "tableFrom": "workflow",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_folder_id_folder_id_fk": {
+          "name": "workflow_folder_id_folder_id_fk",
+          "tableFrom": "workflow",
+          "tableTo": "folder",
+          "columnsFrom": ["folder_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_blocks": {
+      "name": "workflow_blocks",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "position_x": {
+          "name": "position_x",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "position_y": {
+          "name": "position_y",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "enabled": {
+          "name": "enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "horizontal_handles": {
+          "name": "horizontal_handles",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "is_wide": {
+          "name": "is_wide",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "advanced_mode": {
+          "name": "advanced_mode",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "trigger_mode": {
+          "name": "trigger_mode",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "error_enabled": {
+          "name": "error_enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "retry": {
+          "name": "retry",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "locked": {
+          "name": "locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "height": {
+          "name": "height",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "sub_blocks": {
+          "name": "sub_blocks",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "outputs": {
+          "name": "outputs",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "data": {
+          "name": "data",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'{}'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workflow_blocks_workflow_id_idx": {
+          "name": "workflow_blocks_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_blocks_type_idx": {
+          "name": "workflow_blocks_type_idx",
+          "columns": [
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_blocks_workflow_id_workflow_id_fk": {
+          "name": "workflow_blocks_workflow_id_workflow_id_fk",
+          "tableFrom": "workflow_blocks",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_checkpoints": {
+      "name": "workflow_checkpoints",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "message_id": {
+          "name": "message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workflow_state": {
+          "name": "workflow_state",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workflow_checkpoints_user_id_idx": {
+          "name": "workflow_checkpoints_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_checkpoints_workflow_id_idx": {
+          "name": "workflow_checkpoints_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_checkpoints_chat_id_idx": {
+          "name": "workflow_checkpoints_chat_id_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_checkpoints_message_id_idx": {
+          "name": "workflow_checkpoints_message_id_idx",
+          "columns": [
+            {
+              "expression": "message_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_checkpoints_user_workflow_idx": {
+          "name": "workflow_checkpoints_user_workflow_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_checkpoints_workflow_chat_idx": {
+          "name": "workflow_checkpoints_workflow_chat_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_checkpoints_created_at_idx": {
+          "name": "workflow_checkpoints_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_checkpoints_chat_created_at_idx": {
+          "name": "workflow_checkpoints_chat_created_at_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_checkpoints_user_id_user_id_fk": {
+          "name": "workflow_checkpoints_user_id_user_id_fk",
+          "tableFrom": "workflow_checkpoints",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_checkpoints_workflow_id_workflow_id_fk": {
+          "name": "workflow_checkpoints_workflow_id_workflow_id_fk",
+          "tableFrom": "workflow_checkpoints",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_checkpoints_chat_id_copilot_chats_id_fk": {
+          "name": "workflow_checkpoints_chat_id_copilot_chats_id_fk",
+          "tableFrom": "workflow_checkpoints",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_deployment_operation": {
+      "name": "workflow_deployment_operation",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "deployment_version_id": {
+          "name": "deployment_version_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "version": {
+          "name": "version",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "previous_active_version_id": {
+          "name": "previous_active_version_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "action": {
+          "name": "action",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "protocol_version": {
+          "name": "protocol_version",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "generation": {
+          "name": "generation",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'preparing'"
+        },
+        "component_readiness": {
+          "name": "component_readiness",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'::jsonb"
+        },
+        "error_code": {
+          "name": "error_code",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "error_message": {
+          "name": "error_message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "idempotency_key": {
+          "name": "idempotency_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "request_hash": {
+          "name": "request_hash",
+          "type": "text",
+          "primaryKey": false,
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+        },
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+        },
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+        "max_runs": {
+          "name": "max_runs",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "run_count": {
+          "name": "run_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "source_chat_id": {
+          "name": "source_chat_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "source_task_name": {
+          "name": "source_task_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "source_user_id": {
+          "name": "source_user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "source_workspace_id": {
+          "name": "source_workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "secret_scope": {
+          "name": "secret_scope",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'all'"
+        },
+        "mounted_secrets": {
+          "name": "mounted_secrets",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "job_history": {
+          "name": "job_history",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "contexts": {
+          "name": "contexts",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "excluded_dates": {
+          "name": "excluded_dates",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "ends_at": {
+          "name": "ends_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workflow_schedule_workflow_block_deployment_unique": {
+          "name": "workflow_schedule_workflow_block_deployment_unique",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "block_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deployment_version_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"workflow_schedule\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_schedule_workflow_deployment_idx": {
+          "name": "workflow_schedule_workflow_deployment_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deployment_version_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_schedule_archived_at_partial_idx": {
+          "name": "workflow_schedule_archived_at_partial_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workflow_schedule\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "idx_workflow_schedule_on_source_workspace_id_source_t_c07f3bba6": {
+          "name": "idx_workflow_schedule_on_source_workspace_id_source_t_c07f3bba6",
+          "columns": [
+            {
+              "expression": "source_workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "source_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_schedule_due_workflow_idx": {
+          "name": "workflow_schedule_due_workflow_idx",
+          "columns": [
+            {
+              "expression": "next_run_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "last_queued_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deployment_version_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workflow_schedule\".\"archived_at\" IS NULL AND \"workflow_schedule\".\"status\" NOT IN ('disabled', 'completed') AND (\"workflow_schedule\".\"source_type\" = 'workflow' OR \"workflow_schedule\".\"source_type\" IS NULL)",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_schedule_due_job_idx": {
+          "name": "workflow_schedule_due_job_idx",
+          "columns": [
+            {
+              "expression": "next_run_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "last_queued_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workflow_schedule\".\"archived_at\" IS NULL AND \"workflow_schedule\".\"status\" NOT IN ('disabled', 'completed') AND \"workflow_schedule\".\"source_type\" = 'job'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_schedule_workflow_id_workflow_id_fk": {
+          "name": "workflow_schedule_workflow_id_workflow_id_fk",
+          "tableFrom": "workflow_schedule",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_schedule_deployment_version_id_workflow_deployment_version_id_fk": {
+          "name": "workflow_schedule_deployment_version_id_workflow_deployment_version_id_fk",
+          "tableFrom": "workflow_schedule",
+          "tableTo": "workflow_deployment_version",
+          "columnsFrom": ["deployment_version_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_schedule_deployment_operation_id_workflow_deployment_operation_id_fk": {
+          "name": "workflow_schedule_deployment_operation_id_workflow_deployment_operation_id_fk",
+          "tableFrom": "workflow_schedule",
+          "tableTo": "workflow_deployment_operation",
+          "columnsFrom": ["deployment_operation_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "workflow_schedule_source_user_id_user_id_fk": {
+          "name": "workflow_schedule_source_user_id_user_id_fk",
+          "tableFrom": "workflow_schedule",
+          "tableTo": "user",
+          "columnsFrom": ["source_user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_schedule_source_workspace_id_workspace_id_fk": {
+          "name": "workflow_schedule_source_workspace_id_workspace_id_fk",
+          "tableFrom": "workflow_schedule",
+          "tableTo": "workspace",
+          "columnsFrom": ["source_workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_subflows": {
+      "name": "workflow_subflows",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "config": {
+          "name": "config",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workflow_subflows_workflow_id_idx": {
+          "name": "workflow_subflows_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_subflows_workflow_type_idx": {
+          "name": "workflow_subflows_workflow_type_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_subflows_workflow_id_workflow_id_fk": {
+          "name": "workflow_subflows_workflow_id_workflow_id_fk",
+          "tableFrom": "workflow_subflows",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace": {
+      "name": "workspace",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "color": {
+          "name": "color",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'#33C482'"
+        },
+        "logo_url": {
+          "name": "logo_url",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "owner_id": {
+          "name": "owner_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workspace_mode": {
+          "name": "workspace_mode",
+          "type": "workspace_mode",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'grandfathered_shared'"
+        },
+        "billed_account_user_id": {
+          "name": "billed_account_user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "storage_used_bytes": {
+          "name": "storage_used_bytes",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "allow_personal_api_keys": {
+          "name": "allow_personal_api_keys",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "inbox_enabled": {
+          "name": "inbox_enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "inbox_address": {
+          "name": "inbox_address",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "inbox_provider_id": {
+          "name": "inbox_provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "inbox_secret_scope": {
+          "name": "inbox_secret_scope",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'all'"
+        },
+        "inbox_mounted_secrets": {
+          "name": "inbox_mounted_secrets",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "organization_assigned_at": {
+          "name": "organization_assigned_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "forked_from_workspace_id": {
+          "name": "forked_from_workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_owner_id_idx": {
+          "name": "workspace_owner_id_idx",
+          "columns": [
+            {
+              "expression": "owner_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_organization_id_idx": {
+          "name": "workspace_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_mode_idx": {
+          "name": "workspace_mode_idx",
+          "columns": [
+            {
+              "expression": "workspace_mode",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_forked_from_workspace_id_idx": {
+          "name": "workspace_forked_from_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "forked_from_workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_inbox_provider_id_idx": {
+          "name": "workspace_inbox_provider_id_idx",
+          "columns": [
+            {
+              "expression": "inbox_provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"workspace\".\"inbox_provider_id\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_owner_id_user_id_fk": {
+          "name": "workspace_owner_id_user_id_fk",
+          "tableFrom": "workspace",
+          "tableTo": "user",
+          "columnsFrom": ["owner_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_organization_id_organization_id_fk": {
+          "name": "workspace_organization_id_organization_id_fk",
+          "tableFrom": "workspace",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "workspace_billed_account_user_id_user_id_fk": {
+          "name": "workspace_billed_account_user_id_user_id_fk",
+          "tableFrom": "workspace",
+          "tableTo": "user",
+          "columnsFrom": ["billed_account_user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "workspace_forked_from_workspace_id_workspace_id_fk": {
+          "name": "workspace_forked_from_workspace_id_workspace_id_fk",
+          "tableFrom": "workspace",
+          "tableTo": "workspace",
+          "columnsFrom": ["forked_from_workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "workspace_storage_used_bytes_non_negative": {
+          "name": "workspace_storage_used_bytes_non_negative",
+          "value": "\"workspace\".\"storage_used_bytes\" >= 0"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.workspace_byok_keys": {
+      "name": "workspace_byok_keys",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "encrypted_api_key": {
+          "name": "encrypted_api_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_byok_workspace_provider_idx": {
+          "name": "workspace_byok_workspace_provider_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_byok_keys_workspace_id_workspace_id_fk": {
+          "name": "workspace_byok_keys_workspace_id_workspace_id_fk",
+          "tableFrom": "workspace_byok_keys",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_byok_keys_created_by_user_id_fk": {
+          "name": "workspace_byok_keys_created_by_user_id_fk",
+          "tableFrom": "workspace_byok_keys",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_environment": {
+      "name": "workspace_environment",
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+      "columns": {
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "variables": {
+          "name": "variables",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
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+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
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+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
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+          "name": "workspace_environment_workspace_unique",
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+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
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+          "tableFrom": "workspace_environment",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
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+      },
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+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_file": {
+      "name": "workspace_file",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "text",
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+          "notNull": true
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+          "primaryKey": false,
+          "notNull": true
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+          "name": "name",
+          "type": "text",
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+          "notNull": true
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+          "name": "key",
+          "type": "text",
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+          "type": "integer",
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+          "notNull": true
+        },
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+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
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+        "uploaded_by": {
+          "name": "uploaded_by",
+          "type": "text",
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+          "notNull": true
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "uploaded_at": {
+          "name": "uploaded_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
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+          "method": "btree",
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+        },
+        "workspace_file_deleted_at_idx": {
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+          "columns": [
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+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+        },
+        "workspace_file_workspace_deleted_partial_idx": {
+          "name": "workspace_file_workspace_deleted_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+            {
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+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          "where": "\"workspace_file\".\"deleted_at\" IS NOT NULL",
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+          "method": "btree",
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+        }
+      },
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+          "tableFrom": "workspace_file",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_file_uploaded_by_user_id_fk": {
+          "name": "workspace_file_uploaded_by_user_id_fk",
+          "tableFrom": "workspace_file",
+          "tableTo": "user",
+          "columnsFrom": ["uploaded_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "workspace_file_key_unique": {
+          "name": "workspace_file_key_unique",
+          "nullsNotDistinct": false,
+          "columns": ["key"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_file_collab_state": {
+      "name": "workspace_file_collab_state",
+      "schema": "",
+      "columns": {
+        "file_id": {
+          "name": "file_id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "doc_state": {
+          "name": "doc_state",
+          "type": "bytea",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "source_hash": {
+          "name": "source_hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
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+          "name": "workspace_file_collab_state_file_id_workspace_files_id_fk",
+          "tableFrom": "workspace_file_collab_state",
+          "tableTo": "workspace_files",
+          "columnsFrom": ["file_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
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+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_file_search_backfill": {
+      "name": "workspace_file_search_backfill",
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+      "columns": {
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+          "name": "id",
+          "type": "text",
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+          "notNull": true
+        },
+        "after_workspace_id": {
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+          "type": "text",
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+          "notNull": false
+        },
+        "after_file_id": {
+          "name": "after_file_id",
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+          "primaryKey": false,
+          "notNull": false
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
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+          "notNull": true,
+          "default": "now()"
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+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_file_search_dispatch_queue": {
+      "name": "workspace_file_search_dispatch_queue",
+      "schema": "",
+      "columns": {
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+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
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+        "enqueued_at": {
+          "name": "enqueued_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
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+        "last_dispatched_at": {
+          "name": "last_dispatched_at",
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+          "primaryKey": false,
+          "notNull": false
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+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
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+              "expression": "last_dispatched_at",
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+              "nulls": "first"
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+          "method": "btree",
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+          "tableFrom": "workspace_file_search_dispatch_queue",
+          "tableTo": "workspace",
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+    },
+    "public.workspace_file_search_index": {
+      "name": "workspace_file_search_index",
+      "schema": "",
+      "columns": {
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+          "name": "file_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
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+          "notNull": true
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+        "source_content_updated_at": {
+          "name": "source_content_updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "workspace_file_search_index_status",
+          "typeSchema": "public",
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+          "notNull": true,
+          "default": "'pending'"
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+          "default": false
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+        "failure_reason": {
+          "name": "failure_reason",
+          "type": "text",
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+          "notNull": false
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+        "line_count": {
+          "name": "line_count",
+          "type": "integer",
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+          "notNull": true,
+          "default": 0
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+        "indexed_bytes": {
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+          "type": "integer",
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+          "notNull": true,
+          "default": 0
+        },
+        "dispatched_at": {
+          "name": "dispatched_at",
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+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
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+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
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+              "asc": true,
+              "nulls": "last"
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+            {
+              "expression": "source_content_updated_at",
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+              "asc": true,
+              "nulls": "last"
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+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
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+        },
+        "workspace_file_search_index_pending_dispatch_idx": {
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+              "nulls": "last"
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+              "nulls": "last"
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+            {
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+              "nulls": "last"
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+          ],
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+          "where": "\"workspace_file_search_index\".\"status\" = 'pending' AND \"workspace_file_search_index\".\"dispatched_at\" IS NULL",
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+          "method": "btree",
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+              "nulls": "last"
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+          "method": "btree",
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+        }
+      },
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+          "onUpdate": "no action"
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+          "tableTo": "workspace",
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+          "onUpdate": "no action"
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+      },
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+      },
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+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_file_search_segment": {
+      "name": "workspace_file_search_segment",
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+        },
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+        },
+        "line_number": {
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+        },
+        "segment_number": {
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+          "type": "integer",
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+        },
+        "segment_start": {
+          "name": "segment_start",
+          "type": "integer",
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+        },
+        "line_length": {
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+          "type": "integer",
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+        },
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+          "name": "content",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
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+              "expression": "workspace_id",
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+              "expression": "source_content_updated_at",
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+              "asc": true,
+              "nulls": "last"
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+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
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+        },
+        "workspace_file_search_segment_workspace_content_trgm_idx": {
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+            {
+              "expression": "workspace_id",
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+              "asc": true,
+              "nulls": "last",
+              "opclass": "text_ops"
+            },
+            {
+              "expression": "content",
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+              "asc": true,
+              "nulls": "last",
+              "opclass": "gin_trgm_ops"
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+          ],
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+          "concurrently": false,
+          "method": "gin",
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+        }
+      },
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+          "tableFrom": "workspace_file_search_segment",
+          "tableTo": "workspace_files",
+          "columnsFrom": ["file_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_file_search_segment_workspace_fk": {
+          "name": "workspace_file_search_segment_workspace_fk",
+          "tableFrom": "workspace_file_search_segment",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {
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+          "name": "workspace_file_search_segment_pk",
+          "columns": ["file_id", "source_content_updated_at", "line_number", "segment_number"]
+        }
+      },
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_file_secret_provenance": {
+      "name": "workspace_file_secret_provenance",
+      "schema": "",
+      "columns": {
+        "file_id": {
+          "name": "file_id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "content_updated_at": {
+          "name": "content_updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "entries": {
+          "name": "entries",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "workspace_file_secret_provenance_file_id_workspace_files_id_fk": {
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+          "tableFrom": "workspace_file_secret_provenance",
+          "tableTo": "workspace_files",
+          "columnsFrom": ["file_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "workspace_file_secret_provenance_status_check": {
+          "name": "workspace_file_secret_provenance_status_check",
+          "value": "\"workspace_file_secret_provenance\".\"status\" IN ('exact', 'unknown', 'unrecorded')"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.workspace_files": {
+      "name": "workspace_files",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
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+          "notNull": true
+        },
+        "key": {
+          "name": "key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
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+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "name": "folder_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "context": {
+          "name": "context",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
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+          "name": "chat_id",
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+          "notNull": false
+        },
+        "message_id": {
+          "name": "message_id",
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+          "primaryKey": false,
+          "notNull": false
+        },
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+          "name": "original_name",
+          "type": "text",
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+          "notNull": true
+        },
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+          "name": "display_name",
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+        },
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+          "name": "content_type",
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+          "notNull": true
+        },
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+          "name": "size",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "size_bytes": {
+          "name": "size_bytes",
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+          "notNull": false
+        },
+        "width": {
+          "name": "width",
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+          "notNull": false
+        },
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+          "name": "height",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "uploaded_at": {
+          "name": "uploaded_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "content_updated_at": {
+          "name": "content_updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "secret_provenance_version": {
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+          "type": "integer",
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+          "notNull": false
+        }
+      },
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+          "name": "workspace_files_key_active_unique",
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+          "method": "btree",
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+              "expression": "workspace_id",
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+              "expression": "original_name",
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+              "expression": "chat_id",
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+          "where": "\"workspace_files\".\"context\" = 'mothership' AND \"workspace_files\".\"chat_id\" IS NOT NULL",
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+          "method": "btree",
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+        },
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+              "expression": "user_id",
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+          "method": "btree",
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+              "nulls": "last"
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+              "expression": "folder_id",
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+              "nulls": "last"
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+          "method": "btree",
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+              "expression": "context",
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+              "nulls": "last"
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+          "name": "workspace_files_chat_id_idx",
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+              "expression": "chat_id",
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+              "nulls": "last"
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+              "expression": "workspace_id",
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+          "tableTo": "folder",
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+          "columnsTo": ["id"],
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+          "name": "workspace_files_chat_id_copilot_chats_id_fk",
+          "tableFrom": "workspace_files",
+          "tableTo": "copilot_chats",
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+          "columnsTo": ["id"],
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+      "isRLSEnabled": false
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+          "name": "parent_workflow_id",
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+          "default": "now()"
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+          "notNull": true,
+          "default": "now()"
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+          "notNull": true
+        },
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+        },
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+          "type": "text",
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+          "notNull": true
+        },
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+          "name": "value",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
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+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
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+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+          "concurrently": false,
+          "method": "btree",
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+              "expression": "child_workspace_id",
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+              "nulls": "last"
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+              "expression": "target_block_id",
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+            {
+              "expression": "sub_block_key",
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+          "concurrently": false,
+          "method": "btree",
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+        }
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+          "tableTo": "workspace",
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+          "onUpdate": "no action"
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+      "isRLSEnabled": false
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+      "name": "workspace_fork_promote_run",
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+          "name": "id",
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+        },
+        "source_workspace_id": {
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+        },
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+        },
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+          "name": "direction",
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+        },
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+          "name": "snapshot",
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+          "name": "created_by",
+          "type": "text",
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+          "notNull": true,
+          "default": "now()"
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+              "nulls": "last"
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+        },
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+          "tableFrom": "workspace_fork_promote_run",
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+        },
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+          "type": "workspace_fork_resource_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "parent_resource_id": {
+          "name": "parent_resource_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "child_resource_id": {
+          "name": "child_resource_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_fork_resource_map_child_ws_idx": {
+          "name": "workspace_fork_resource_map_child_ws_idx",
+          "columns": [
+            {
+              "expression": "child_workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_fork_resource_map_child_ws_type_idx": {
+          "name": "workspace_fork_resource_map_child_ws_type_idx",
+          "columns": [
+            {
+              "expression": "child_workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "resource_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_fork_resource_map_child_type_parent_unique": {
+          "name": "workspace_fork_resource_map_child_type_parent_unique",
+          "columns": [
+            {
+              "expression": "child_workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "resource_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "parent_resource_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_fork_resource_map_child_workspace_id_workspace_id_fk": {
+          "name": "workspace_fork_resource_map_child_workspace_id_workspace_id_fk",
+          "tableFrom": "workspace_fork_resource_map",
+          "tableTo": "workspace",
+          "columnsFrom": ["child_workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_fork_resource_map_created_by_user_id_fk": {
+          "name": "workspace_fork_resource_map_created_by_user_id_fk",
+          "tableFrom": "workspace_fork_resource_map",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_sandbox": {
+      "name": "workspace_sandbox",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "language": {
+          "name": "language",
+          "type": "sandbox_language",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "dependencies": {
+          "name": "dependencies",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "cli_tools": {
+          "name": "cli_tools",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "system_packages": {
+          "name": "system_packages",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "spec_hash": {
+          "name": "spec_hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_sandbox_workspace_name_unique": {
+          "name": "workspace_sandbox_workspace_name_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_sandbox_workspace_idx": {
+          "name": "workspace_sandbox_workspace_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_sandbox_spec_hash_idx": {
+          "name": "workspace_sandbox_spec_hash_idx",
+          "columns": [
+            {
+              "expression": "spec_hash",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_sandbox_workspace_id_workspace_id_fk": {
+          "name": "workspace_sandbox_workspace_id_workspace_id_fk",
+          "tableFrom": "workspace_sandbox",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_sandbox_created_by_user_id_fk": {
+          "name": "workspace_sandbox_created_by_user_id_fk",
+          "tableFrom": "workspace_sandbox",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    }
+  },
+  "enums": {
+    "public.academy_cert_status": {
+      "name": "academy_cert_status",
+      "schema": "public",
+      "values": ["active", "revoked", "expired"]
+    },
+    "public.background_work_kind": {
+      "name": "background_work_kind",
+      "schema": "public",
+      "values": ["deployment_side_effects", "fork_content_copy", "fork_sync", "fork_rollback"]
+    },
+    "public.background_work_status_value": {
+      "name": "background_work_status_value",
+      "schema": "public",
+      "values": ["pending", "processing", "completed", "completed_with_warnings", "failed"]
+    },
+    "public.billing_blocked_reason": {
+      "name": "billing_blocked_reason",
+      "schema": "public",
+      "values": ["payment_failed", "dispute"]
+    },
+    "public.billing_entity_type": {
+      "name": "billing_entity_type",
+      "schema": "public",
+      "values": ["user", "organization"]
+    },
+    "public.chat_type": {
+      "name": "chat_type",
+      "schema": "public",
+      "values": ["mothership", "copilot"]
+    },
+    "public.copilot_async_tool_status": {
+      "name": "copilot_async_tool_status",
+      "schema": "public",
+      "values": ["pending", "running", "completed", "failed", "cancelled", "delivered"]
+    },
+    "public.copilot_run_status": {
+      "name": "copilot_run_status",
+      "schema": "public",
+      "values": ["active", "paused_waiting_for_tool", "resuming", "complete", "error", "cancelled"]
+    },
+    "public.copilot_tool_permission_decision": {
+      "name": "copilot_tool_permission_decision",
+      "schema": "public",
+      "values": ["allow", "allow_chat", "always_allow", "skip"]
+    },
+    "public.credential_group_enrollment_status": {
+      "name": "credential_group_enrollment_status",
+      "schema": "public",
+      "values": ["invited", "delivery_failed", "in_progress", "completed", "revoked"]
+    },
+    "public.credential_group_status": {
+      "name": "credential_group_status",
+      "schema": "public",
+      "values": ["active", "disabled"]
+    },
+    "public.credential_member_role": {
+      "name": "credential_member_role",
+      "schema": "public",
+      "values": ["admin", "member"]
+    },
+    "public.credential_member_status": {
+      "name": "credential_member_status",
+      "schema": "public",
+      "values": ["active", "pending", "revoked"]
+    },
+    "public.credential_type": {
+      "name": "credential_type",
+      "schema": "public",
+      "values": ["oauth", "managed_oauth", "env_workspace", "env_personal", "service_account"]
+    },
+    "public.data_drain_cadence": {
+      "name": "data_drain_cadence",
+      "schema": "public",
+      "values": ["hourly", "daily"]
+    },
+    "public.data_drain_destination": {
+      "name": "data_drain_destination",
+      "schema": "public",
+      "values": ["s3", "gcs", "azure_blob", "datadog", "bigquery", "snowflake", "webhook"]
+    },
+    "public.data_drain_run_status": {
+      "name": "data_drain_run_status",
+      "schema": "public",
+      "values": ["running", "success", "failed"]
+    },
+    "public.data_drain_run_trigger": {
+      "name": "data_drain_run_trigger",
+      "schema": "public",
+      "values": ["cron", "manual"]
+    },
+    "public.data_drain_source": {
+      "name": "data_drain_source",
+      "schema": "public",
+      "values": ["workflow_logs", "job_logs", "audit_logs", "copilot_chats", "copilot_runs"]
+    },
+    "public.execution_large_value_reference_source": {
+      "name": "execution_large_value_reference_source",
+      "schema": "public",
+      "values": ["execution_log", "paused_snapshot"]
+    },
+    "public.folder_resource_type": {
+      "name": "folder_resource_type",
+      "schema": "public",
+      "values": ["workflow", "file", "knowledge_base", "table"]
+    },
+    "public.invitation_kind": {
+      "name": "invitation_kind",
+      "schema": "public",
+      "values": ["organization", "workspace"]
+    },
+    "public.invitation_membership_intent": {
+      "name": "invitation_membership_intent",
+      "schema": "public",
+      "values": ["internal", "external"]
+    },
+    "public.invitation_status": {
+      "name": "invitation_status",
+      "schema": "public",
+      "values": ["pending", "accepted", "rejected", "cancelled", "expired"]
+    },
+    "public.managed_oauth_credential_status": {
+      "name": "managed_oauth_credential_status",
+      "schema": "public",
+      "values": ["active", "needs_reauth", "revoked"]
+    },
+    "public.permission_type": {
+      "name": "permission_type",
+      "schema": "public",
+      "values": ["admin", "write", "read"]
+    },
+    "public.sandbox_image_status": {
+      "name": "sandbox_image_status",
+      "schema": "public",
+      "values": ["pending", "building", "ready", "failed"]
+    },
+    "public.sandbox_language": {
+      "name": "sandbox_language",
+      "schema": "public",
+      "values": ["javascript", "python"]
+    },
+    "public.secret_usage_scope": {
+      "name": "secret_usage_scope",
+      "schema": "public",
+      "values": ["workspace", "personal"]
+    },
+    "public.secret_usage_source": {
+      "name": "secret_usage_source",
+      "schema": "public",
+      "values": ["workflow", "copilot", "mcp"]
+    },
+    "public.upload_session_method": {
+      "name": "upload_session_method",
+      "schema": "public",
+      "values": ["put", "multipart"]
+    },
+    "public.upload_session_provider": {
+      "name": "upload_session_provider",
+      "schema": "public",
+      "values": ["local", "s3", "blob", "gcs"]
+    },
+    "public.upload_session_purpose": {
+      "name": "upload_session_purpose",
+      "schema": "public",
+      "values": [
+        "workspace_file",
+        "table_import",
+        "knowledge_document",
+        "profile_picture",
+        "workspace_logo",
+        "mothership_attachment",
+        "execution_attachment"
+      ]
+    },
+    "public.upload_session_status": {
+      "name": "upload_session_status",
+      "schema": "public",
+      "values": [
+        "uploading",
+        "completing",
+        "finalizing",
+        "completed",
+        "aborting",
+        "aborted",
+        "failed",
+        "expired"
+      ]
+    },
+    "public.usage_log_category": {
+      "name": "usage_log_category",
+      "schema": "public",
+      "values": ["model", "fixed", "tool", "model_unbilled"]
+    },
+    "public.usage_log_source": {
+      "name": "usage_log_source",
+      "schema": "public",
+      "values": [
+        "workflow",
+        "wand",
+        "copilot",
+        "workspace-chat",
+        "mcp_copilot",
+        "mothership_block",
+        "knowledge-base",
+        "voice-input",
+        "enrichment",
+        "voice-output"
+      ]
+    },
+    "public.workspace_file_search_index_status": {
+      "name": "workspace_file_search_index_status",
+      "schema": "public",
+      "values": ["pending", "ready", "skipped", "failed"]
+    },
+    "public.workspace_fork_promote_direction": {
+      "name": "workspace_fork_promote_direction",
+      "schema": "public",
+      "values": ["push", "pull"]
+    },
+    "public.workspace_fork_resource_type": {
+      "name": "workspace_fork_resource_type",
+      "schema": "public",
+      "values": [
+        "workflow",
+        "oauth_credential",
+        "service_account_credential",
+        "env_var",
+        "table",
+        "knowledge_base",
+        "knowledge_document",
+        "file",
+        "mcp_server",
+        "workflow_mcp_server",
+        "custom_block",
+        "custom_tool",
+        "skill"
+      ]
+    },
+    "public.workspace_mode": {
+      "name": "workspace_mode",
+      "schema": "public",
+      "values": ["personal", "organization", "grandfathered_shared"]
+    }
+  },
+  "schemas": {},
+  "sequences": {},
+  "roles": {},
+  "policies": {},
+  "views": {},
+  "_meta": {
+    "columns": {},
+    "schemas": {},
+    "tables": {}
+  }
+}
diff --git a/packages/db/migrations/meta/_journal.json b/packages/db/migrations/meta/_journal.json
index 286f0463fbf..72d8cfeaefd 100644
--- a/packages/db/migrations/meta/_journal.json
+++ b/packages/db/migrations/meta/_journal.json
@@ -2213,6 +2213,13 @@
       "when": 1788229583797,
       "tag": "0316_table_row_execution_capability_subject",
       "breakpoints": true
+    },
+    {
+      "idx": 317,
+      "version": "7",
+      "when": 1788308819434,
+      "tag": "0317_knowledge_document_acl",
+      "breakpoints": true
     }
   ]
 }
diff --git a/packages/db/schema.ts b/packages/db/schema.ts
index c7aa581629e..cf0843adf38 100644
--- a/packages/db/schema.ts
+++ b/packages/db/schema.ts
@@ -2820,12 +2820,42 @@ export const document = pgTable(
      *  falls back to the workspace billed account. */
     uploadedBy: text('uploaded_by').references(() => user.id, { onDelete: 'set null' }),
 
+    /**
+     * Sorted access-token list applied by every document read; the vocabulary
+     * is owned by `apps/sim/lib/knowledge/access/tokens.ts`. `{ws}` (the
+     * default) is any workspace member and `{}` is nobody. Uploads, API-created
+     * documents, and workspace-mode connectors keep the default; a members-mode
+     * connector materialises it from `knowledge_document_observation`.
+     */
+    acl: text('acl').array().notNull().default(sql`'{ws}'::text[]`),
+    /** Source last-modified time when the connector reports one; NULL for uploads. */
+    sourceModifiedAt: timestamp('source_modified_at'),
+
     // Timestamps
     uploadedAt: timestamp('uploaded_at').notNull().defaultNow(),
   },
   (table) => ({
     // Primary access pattern - filter by knowledge base
     knowledgeBaseIdIdx: index('doc_kb_id_idx').on(table.knowledgeBaseId),
+    /**
+     * Serves the access predicate (`acl && tokens`) when a token set is
+     * selective — one member's subject over a large base — and the
+     * rematerialisation by token (`acl && ARRAY[token]`) a member change
+     * triggers. Partial on live rows: every reader already carries
+     * `deleted_at IS NULL`.
+     */
+    aclGinIdx: index('doc_acl_gin_idx')
+      .using('gin', table.acl.op('array_ops'))
+      .where(sql`${table.deletedAt} IS NULL`),
+    /**
+     * Every element is a well-formed token. A malformed token never matches a
+     * principal, so a write that slipped past the token builder would deny
+     * access silently instead of failing loudly here.
+     */
+    aclTokenShapeCheck: check(
+      'doc_acl_token_shape_check',
+      sql`array_position(${table.acl}, NULL) IS NULL AND (cardinality(${table.acl}) = 0 OR array_to_string(${table.acl}, E'\\n') ~ '^((ws|pub|link|u:[^\\nA-Z]+@[^\\nA-Z]+|[gs]:[^\\n:]+:[^\\n:]+:[^\\n]+)(\\n(ws|pub|link|u:[^\\nA-Z]+@[^\\nA-Z]+|[gs]:[^\\n:]+:[^\\n:]+:[^\\n]+))*)$')`
+    ),
     // Search by filename
     filenameIdx: index('doc_filename_idx').on(table.filename),
     // Processing status filtering
@@ -4606,11 +4636,51 @@ export const knowledgeConnector = pgTable(
       .notNull()
       .references(() => knowledgeBase.id, { onDelete: 'cascade' }),
     connectorType: text('connector_type').notNull(),
-    credentialId: text('credential_id'),
+    /**
+     * The credential a workspace-mode connector syncs as. NULL for a
+     * members-mode connector, whose members are the credentials. The FK is
+     * added NOT VALID: rows written before the `credential` table existed may
+     * still hold a raw `account.id`, which script migration 0011 remaps.
+     * contract-pending(after 0011 has run in production): VALIDATE CONSTRAINT
+     * knowledge_connector_credential_id_credential_id_fk and remove the raw
+     * account-id fallback in lib/oauth/credential-service.ts.
+     */
+    credentialId: text('credential_id').references(() => credential.id, { onDelete: 'set null' }),
     encryptedApiKey: text('encrypted_api_key'),
     sourceConfig: json('source_config').notNull(),
     syncMode: text('sync_mode').notNull().default('full'),
     syncIntervalMinutes: integer('sync_interval_minutes').notNull().default(1440),
+    /**
+     * How document access is derived. `workspace`: every synced document is
+     * `{ws}`. `members`: the source is crawled once per credential-group
+     * member with their own token and a document's ACL is the members whose
+     * crawl returned it. `admin` is reserved for the service-account mirror.
+     */
+    accessMode: text('access_mode').notNull().default('workspace'),
+    /** Members mode: the credential group whose option supplies the member credentials. */
+    credentialGroupId: text('credential_group_id').references(() => credentialGroup.id, {
+      onDelete: 'set null',
+    }),
+    /** Members mode: the option within the group; must map to this connector's provider. */
+    credentialGroupOptionId: text('credential_group_option_id'),
+    /**
+     * Members-mode run state. Mirrors `status` for the content engine but is
+     * independent of it: the two engines never run for the same connector
+     * (`kc_sync_lock_exclusive_check`), yet share no columns so neither can
+     * misread the other's lease.
+     */
+    memberSyncStatus: text('member_sync_status').notNull().default('idle'),
+    memberSyncLockToken: text('member_sync_lock_token'),
+    memberSyncLockLeaseAt: timestamp('member_sync_lock_lease_at'),
+    nextMemberSyncAt: timestamp('next_member_sync_at'),
+    lastMemberSyncAt: timestamp('last_member_sync_at'),
+    lastMemberSyncError: text('last_member_sync_error'),
+    memberSyncConsecutiveFailures: integer('member_sync_consecutive_failures').notNull().default(0),
+    /**
+     * Set by a mode switch whose ACL rewrite exceeded the request budget; the
+     * member-sync job finishes the rewrite before the mode takes effect.
+     */
+    accessRewritePending: boolean('access_rewrite_pending').notNull().default(false),
     /**
      * One of `active`, `pending`, `syncing`, `error`, `paused`, `disabled`.
      *
@@ -4667,6 +4737,167 @@ export const knowledgeConnector = pgTable(
     deletedAtPartialIdx: index('kc_deleted_at_partial_idx')
       .on(table.deletedAt)
       .where(sql`${table.deletedAt} IS NOT NULL`),
+    /** Member-sync scheduler due sweep; partial so workspace-mode rows cost nothing. */
+    memberSyncDueIdx: index('kc_member_sync_due_idx')
+      .on(table.memberSyncStatus, table.nextMemberSyncAt)
+      .where(sql`${table.accessMode} = 'members' AND ${table.deletedAt} IS NULL`),
+    accessModeCheck: check(
+      'kc_access_mode_check',
+      sql`${table.accessMode} IN ('workspace', 'members', 'admin')`
+    ),
+    memberSyncStatusCheck: check(
+      'kc_member_sync_status_check',
+      sql`${table.memberSyncStatus} IN ('idle', 'pending', 'running', 'error', 'disabled')`
+    ),
+    /** The content engine and the member engine are mutually exclusive on a connector. */
+    syncLockExclusiveCheck: check(
+      'kc_sync_lock_exclusive_check',
+      sql`NOT (${table.syncLockToken} IS NOT NULL AND ${table.memberSyncLockToken} IS NOT NULL)`
+    ),
+  })
+)
+
+/**
+ * One row per (members-mode connector, member credential). Membership is
+ * derived from the credential-group option on every run: `active` while the
+ * managed credential is usable and the enrollment live, `suspended` otherwise
+ * (needs re-auth, enrollment revoked, option disabled). Suspension drops the
+ * member's token from every ACL immediately but keeps their observations, so a
+ * routine scope-version bump never wipes the observation graph. A row is
+ * deleted only when the credential row is gone (cascade), the option no longer
+ * references it, or it has stayed suspended past the purge window.
+ */
+export const knowledgeConnectorMember = pgTable(
+  'knowledge_connector_member',
+  {
+    id: text('id').primaryKey(),
+    workspaceId: text('workspace_id')
+      .notNull()
+      .references(() => workspace.id, { onDelete: 'cascade' }),
+    connectorId: text('connector_id')
+      .notNull()
+      .references(() => knowledgeConnector.id, { onDelete: 'cascade' }),
+    credentialId: text('credential_id')
+      .notNull()
+      .references(() => credential.id, { onDelete: 'cascade' }),
+    /**
+     * Snapshot of the member's identity token, derived from the credential
+     * row by `lib/knowledge/access/tokens.ts`. Reconciliation rewrites it and
+     * rematerialises the member's documents if the credential's subject
+     * changes.
+     */
+    subjectToken: text('subject_token').notNull(),
+    /** `active`, `suspended`, or `disabled`. */
+    status: text('status').notNull().default('active'),
+    consecutiveFailures: integer('consecutive_failures').notNull().default(0),
+    /** Back-off gate for the per-member queue; NULL means due now. */
+    nextAttemptAt: timestamp('next_attempt_at'),
+    lastStartedAt: timestamp('last_started_at'),
+    /** Last listing that was full, complete, and not suspect — the only kind that may remove observations. */
+    lastCompleteListingAt: timestamp('last_complete_listing_at'),
+    lastListedCount: integer('last_listed_count'),
+    lastError: text('last_error'),
+    /** Incremental watermark; advances only on a complete, non-suspect full listing. */
+    memberSyncedThrough: timestamp('member_synced_through'),
+    suspendedAt: timestamp('suspended_at'),
+    createdAt: timestamp('created_at').notNull().defaultNow(),
+    updatedAt: timestamp('updated_at').notNull().defaultNow(),
+  },
+  (table) => ({
+    connectorCredentialUnique: uniqueIndex('kcm_connector_credential_unique').on(
+      table.connectorId,
+      table.credentialId
+    ),
+    /** Drain-loop claim order: due first (NULL = never gated), then least recently started. */
+    connectorQueueIdx: index('kcm_connector_queue_idx').on(
+      table.connectorId,
+      table.nextAttemptAt.asc().nullsFirst(),
+      table.lastStartedAt.asc().nullsFirst()
+    ),
+    credentialIdx: index('kcm_credential_idx').on(table.credentialId),
+    statusCheck: check(
+      'kcm_status_check',
+      sql`${table.status} IN ('active', 'suspended', 'disabled')`
+    ),
+    subjectTokenShapeCheck: check(
+      'kcm_subject_token_shape_check',
+      sql`${table.subjectToken} ~ '^s:[^:]+:[^:]+:.+$'`
+    ),
+  })
+)
+
+/**
+ * "Member M's crawl returned document D." A members-mode document's ACL is
+ * exactly the subject tokens of its active observers; a document with no
+ * observation of any status is tombstoned and, after the purge window, hard
+ * deleted.
+ */
+export const knowledgeDocumentObservation = pgTable(
+  'knowledge_document_observation',
+  {
+    documentId: text('document_id')
+      .notNull()
+      .references(() => document.id, { onDelete: 'cascade' }),
+    memberId: text('member_id')
+      .notNull()
+      .references(() => knowledgeConnectorMember.id, { onDelete: 'cascade' }),
+    lastSeenAt: timestamp('last_seen_at').notNull().defaultNow(),
+    /** Member-sync run (`knowledge_connector_member_sync_log.id`) that last asserted this observation. */
+    runId: text('run_id').notNull(),
+  },
+  (table) => ({
+    pk: primaryKey({ columns: [table.documentId, table.memberId] }),
+    /** Per-member removal after a complete listing, and the staleness sweep. */
+    memberIdx: index('kdo_member_idx').on(table.memberId),
+  })
+)
+
+/**
+ * Audit trail for members-mode runs; the content sync log is untouched. The
+ * row id doubles as the run's lease token so the scheduler can tell an
+ * orphaned `started` row from one a live run still holds.
+ */
+export const knowledgeConnectorMemberSyncLog = pgTable(
+  'knowledge_connector_member_sync_log',
+  {
+    id: text('id').primaryKey(),
+    connectorId: text('connector_id')
+      .notNull()
+      .references(() => knowledgeConnector.id, { onDelete: 'cascade' }),
+    /** `started`, `completed`, or `failed`. */
+    status: text('status').notNull(),
+    startedAt: timestamp('started_at').notNull().defaultNow(),
+    completedAt: timestamp('completed_at'),
+    membersClaimed: integer('members_claimed').notNull().default(0),
+    membersCompleted: integer('members_completed').notNull().default(0),
+    membersIncomplete: integer('members_incomplete').notNull().default(0),
+    membersFailed: integer('members_failed').notNull().default(0),
+    docsListed: integer('docs_listed').notNull().default(0),
+    docsAdded: integer('docs_added').notNull().default(0),
+    docsUpdated: integer('docs_updated').notNull().default(0),
+    docsUnchanged: integer('docs_unchanged').notNull().default(0),
+    docsHydratedOnce: integer('docs_hydrated_once').notNull().default(0),
+    observationsAdded: integer('observations_added').notNull().default(0),
+    observationsRemoved: integer('observations_removed').notNull().default(0),
+    docsTombstoned: integer('docs_tombstoned').notNull().default(0),
+    docsResurrected: integer('docs_resurrected').notNull().default(0),
+    docsPurged: integer('docs_purged').notNull().default(0),
+    credentialsAudited: integer('credentials_audited').notNull().default(0),
+    errorMessage: text('error_message'),
+  },
+  (table) => ({
+    connectorStartedAtIdx: index('kcmsl_connector_started_at_idx').on(
+      table.connectorId,
+      sql`${table.startedAt} DESC`
+    ),
+    /** Scheduler sweep for orphaned `started` rows; see `kcsl_started_at_partial_idx`. */
+    startedPartialIdx: index('kcmsl_started_at_partial_idx')
+      .on(table.startedAt)
+      .where(sql`${table.status} = 'started'`),
+    statusCheck: check(
+      'kcmsl_status_check',
+      sql`${table.status} IN ('started', 'completed', 'failed')`
+    ),
   })
 )
 
diff --git a/packages/db/script-migrations-paused-billing-attribution.test.ts b/packages/db/script-migrations-paused-billing-attribution.test.ts
index 7eefcc25604..3cc79859f74 100644
--- a/packages/db/script-migrations-paused-billing-attribution.test.ts
+++ b/packages/db/script-migrations-paused-billing-attribution.test.ts
@@ -447,6 +447,7 @@ describe('script migration registry', () => {
       '0008_backfill_workspace_file_size_bytes',
       '0009_backfill_wel_residual_cost_total',
       '0010_backfill_credential_group_resource_policies',
+      '0011_remap_legacy_knowledge_connector_credentials',
     ])
   })
 })
diff --git a/packages/db/script-migrations/0011_remap_legacy_knowledge_connector_credentials.test.ts b/packages/db/script-migrations/0011_remap_legacy_knowledge_connector_credentials.test.ts
new file mode 100644
index 00000000000..0e77e479582
--- /dev/null
+++ b/packages/db/script-migrations/0011_remap_legacy_knowledge_connector_credentials.test.ts
@@ -0,0 +1,72 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it, vi } from 'vitest'
+import {
+  LEGACY_CONNECTOR_CREDENTIAL_BATCH_SIZE,
+  remapLegacyKnowledgeConnectorCredentials,
+} from './0011_remap_legacy_knowledge_connector_credentials'
+
+/** A store whose pages are served in order and whose ids encode their outcome by prefix. */
+function createStore(pages: string[][]) {
+  const queue = [...pages]
+  const store = {
+    remapped: [] as string[][],
+    disconnected: [] as string[][],
+    listUnmappedConnectorIds: vi.fn(async () => queue.shift() ?? []),
+    remapToWorkspaceCredential: vi.fn(async (ids: readonly string[]) => {
+      store.remapped.push([...ids])
+      return ids.filter((id) => id.startsWith('map')).length
+    }),
+    disconnectUnmapped: vi.fn(async (ids: readonly string[]) => {
+      store.disconnected.push([...ids])
+      return ids.filter((id) => id.startsWith('drop')).length
+    }),
+  }
+  return store
+}
+
+describe('remapLegacyKnowledgeConnectorCredentials', () => {
+  it('walks pages by keyset cursor, remapping before disconnecting each page', async () => {
+    const store = createStore([['drop-a', 'map-b'], ['map-c']])
+
+    const result = await remapLegacyKnowledgeConnectorCredentials(store, { batchSize: 2 })
+
+    expect(result).toEqual({ remapped: 2, disconnected: 1 })
+    expect(store.listUnmappedConnectorIds.mock.calls).toEqual([
+      ['', 2],
+      ['map-b', 2],
+      ['map-c', 2],
+    ])
+    expect(store.remapped).toEqual([['drop-a', 'map-b'], ['map-c']])
+    expect(store.disconnected).toEqual([['drop-a', 'map-b'], ['map-c']])
+    expect(store.remapToWorkspaceCredential.mock.invocationCallOrder[0]).toBeLessThan(
+      store.disconnectUnmapped.mock.invocationCallOrder[0]
+    )
+  })
+
+  it('is a no-op when nothing is unmapped', async () => {
+    const store = createStore([])
+    await expect(remapLegacyKnowledgeConnectorCredentials(store)).resolves.toEqual({
+      remapped: 0,
+      disconnected: 0,
+    })
+    expect(store.listUnmappedConnectorIds).toHaveBeenCalledWith(
+      '',
+      LEGACY_CONNECTOR_CREDENTIAL_BATCH_SIZE
+    )
+    expect(store.remapToWorkspaceCredential).not.toHaveBeenCalled()
+  })
+
+  it('fails fast on a non-advancing or oversized page instead of looping', async () => {
+    await expect(
+      remapLegacyKnowledgeConnectorCredentials(createStore([['b'], ['a']]), { batchSize: 1 })
+    ).rejects.toThrow('non-advancing page')
+    await expect(
+      remapLegacyKnowledgeConnectorCredentials(createStore([['a', 'b']]), { batchSize: 1 })
+    ).rejects.toThrow('oversized page')
+    await expect(
+      remapLegacyKnowledgeConnectorCredentials(createStore([]), { batchSize: 0 })
+    ).rejects.toThrow('positive integer')
+  })
+})
diff --git a/packages/db/script-migrations/0011_remap_legacy_knowledge_connector_credentials.ts b/packages/db/script-migrations/0011_remap_legacy_knowledge_connector_credentials.ts
new file mode 100644
index 00000000000..ca60f09b126
--- /dev/null
+++ b/packages/db/script-migrations/0011_remap_legacy_knowledge_connector_credentials.ts
@@ -0,0 +1,148 @@
+import { createLogger } from '@sim/logger'
+import type { Sql } from 'postgres'
+import type { ScriptMigration } from './types'
+
+const logger = createLogger('LegacyKnowledgeConnectorCredentialRemap')
+
+export const LEGACY_CONNECTOR_CREDENTIAL_BATCH_SIZE = 500
+
+/** Message written to connectors whose legacy credential could not be remapped. */
+export const LEGACY_CONNECTOR_CREDENTIAL_DISCONNECTED_ERROR =
+  'Credential must be reconnected before this connector can sync'
+
+export interface LegacyKnowledgeConnectorCredentialStore {
+  /**
+   * Connectors whose `credential_id` matches no `credential` row, in keyset
+   * order. `afterId` is an opaque cursor over `knowledge_connector.id`.
+   */
+  listUnmappedConnectorIds(afterId: string, limit: number): Promise<string[]>
+  /**
+   * Points each connector at the live workspace credential wrapping the
+   * `account` row its legacy id names, when exactly such a credential exists.
+   * Returns the number of connectors remapped.
+   */
+  remapToWorkspaceCredential(ids: readonly string[]): Promise<number>
+  /**
+   * Clears the legacy id on connectors that still match no credential row and
+   * parks them in `error` so the UI asks for a reconnect. Returns the count.
+   */
+  disconnectUnmapped(ids: readonly string[]): Promise<number>
+}
+
+export interface LegacyKnowledgeConnectorCredentialResult {
+  remapped: number
+  disconnected: number
+}
+
+interface RemapOptions {
+  batchSize?: number
+}
+
+/**
+ * Makes every `knowledge_connector.credential_id` a real `credential.id` so the
+ * foreign key added NOT VALID by migration 0317 can be validated later.
+ * Rows written before the `credential` table existed hold a raw `account.id`;
+ * each is remapped to the workspace credential that wraps that account, and
+ * anything that still resolves to nothing is disconnected rather than left to
+ * fail the validation. Pages commit independently and re-running is a no-op.
+ */
+export async function remapLegacyKnowledgeConnectorCredentials(
+  store: LegacyKnowledgeConnectorCredentialStore,
+  options: RemapOptions = {}
+): Promise<LegacyKnowledgeConnectorCredentialResult> {
+  const batchSize = options.batchSize ?? LEGACY_CONNECTOR_CREDENTIAL_BATCH_SIZE
+  if (!Number.isInteger(batchSize) || batchSize <= 0) {
+    throw new Error('Legacy connector credential remap batch size must be a positive integer')
+  }
+
+  let afterId = ''
+  const result: LegacyKnowledgeConnectorCredentialResult = { remapped: 0, disconnected: 0 }
+  for (;;) {
+    const ids = await store.listUnmappedConnectorIds(afterId, batchSize)
+    if (ids.length === 0) return result
+    if (ids.length > batchSize) {
+      throw new Error('Legacy connector credential remap store returned an oversized page')
+    }
+    const lastId = ids.at(-1)
+    if (!lastId || lastId <= afterId) {
+      throw new Error('Legacy connector credential remap store returned a non-advancing page')
+    }
+    result.remapped += await store.remapToWorkspaceCredential(ids)
+    result.disconnected += await store.disconnectUnmapped(ids)
+    afterId = lastId
+  }
+}
+
+/** Creates the PostgreSQL store used by the deploy-time remap. */
+export function createPostgresLegacyKnowledgeConnectorCredentialStore(
+  sql: Sql
+): LegacyKnowledgeConnectorCredentialStore {
+  return {
+    async listUnmappedConnectorIds(afterId, limit) {
+      const rows = await sql<Array<{ id: string }>>`
+        SELECT kc.id
+        FROM knowledge_connector kc
+        WHERE kc.id > ${afterId}
+          AND kc.credential_id IS NOT NULL
+          AND NOT EXISTS (SELECT 1 FROM credential c WHERE c.id = kc.credential_id)
+        ORDER BY kc.id
+        LIMIT ${limit}
+      `
+      return rows.map((row) => row.id)
+    },
+    async remapToWorkspaceCredential(ids) {
+      const rows = await sql<Array<{ id: string }>>`
+        UPDATE knowledge_connector kc
+        SET credential_id = mapped.credential_id,
+            updated_at = now()
+        FROM (
+          SELECT kc2.id AS connector_id,
+                 (
+                   SELECT c.id
+                   FROM credential c
+                   WHERE c.account_id = kc2.credential_id
+                     AND c.workspace_id = kb.workspace_id
+                     AND c.type = 'oauth'
+                     AND c.revoked_at IS NULL
+                   ORDER BY c.created_at ASC
+                   LIMIT 1
+                 ) AS credential_id
+          FROM knowledge_connector kc2
+          JOIN knowledge_base kb ON kb.id = kc2.knowledge_base_id
+          WHERE kc2.id = ANY(${sql.array([...ids])})
+            AND kc2.credential_id IS NOT NULL
+            AND NOT EXISTS (SELECT 1 FROM credential c WHERE c.id = kc2.credential_id)
+        ) mapped
+        WHERE kc.id = mapped.connector_id
+          AND mapped.credential_id IS NOT NULL
+        RETURNING kc.id
+      `
+      return rows.length
+    },
+    async disconnectUnmapped(ids) {
+      const rows = await sql<Array<{ id: string }>>`
+        UPDATE knowledge_connector kc
+        SET credential_id = NULL,
+            status = 'error',
+            last_sync_error = ${LEGACY_CONNECTOR_CREDENTIAL_DISCONNECTED_ERROR},
+            next_sync_at = NULL,
+            updated_at = now()
+        WHERE kc.id = ANY(${sql.array([...ids])})
+          AND kc.credential_id IS NOT NULL
+          AND NOT EXISTS (SELECT 1 FROM credential c WHERE c.id = kc.credential_id)
+        RETURNING kc.id
+      `
+      return rows.length
+    },
+  }
+}
+
+export const remapLegacyKnowledgeConnectorCredentialsMigration: ScriptMigration = {
+  name: '0011_remap_legacy_knowledge_connector_credentials',
+  async up(sql) {
+    const result = await remapLegacyKnowledgeConnectorCredentials(
+      createPostgresLegacyKnowledgeConnectorCredentialStore(sql)
+    )
+    logger.info('Legacy knowledge connector credential remap completed', result)
+  },
+}
diff --git a/packages/db/script-migrations/index.ts b/packages/db/script-migrations/index.ts
index e82e0617756..78e3b7c9f9b 100644
--- a/packages/db/script-migrations/index.ts
+++ b/packages/db/script-migrations/index.ts
@@ -9,6 +9,7 @@ import { repairUnknownWorkspaceFileProvenance } from './0007_repair_unknown_work
 import { backfillWorkspaceFileSizeBytesMigration } from './0008_backfill_workspace_file_size_bytes'
 import { backfillWelResidualCostTotalMigration } from './0009_backfill_wel_residual_cost_total'
 import { backfillCredentialGroupResourcePolicies } from './0010_backfill_credential_group_resource_policies'
+import { remapLegacyKnowledgeConnectorCredentialsMigration } from './0011_remap_legacy_knowledge_connector_credentials'
 import type { ScriptMigration } from './types'
 
 export type { ScriptMigration } from './types'
@@ -29,6 +30,7 @@ export const scriptMigrations: readonly ScriptMigration[] = [
   backfillWorkspaceFileSizeBytesMigration,
   backfillWelResidualCostTotalMigration,
   backfillCredentialGroupResourcePolicies,
+  remapLegacyKnowledgeConnectorCredentialsMigration,
 ]
 
 /**

From 70beb00742927ae8e12159cea666c0876288768d Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 17:42:41 -0700
Subject: [PATCH 04/76] feat(knowledge): add access scope, token, and predicate
 libraries

Pure building blocks for document-level access: the token vocabulary and
its single sorting/validation site, the subject token derived from a managed
credential row, the read-side predicate (scalar binds, literal ARRAY), the
per-principal scope resolver with a lazy memoising provider, the branded
system scope, and the members-mode sync limits. Nothing consumes them yet.
---
 apps/sim/lib/knowledge/access/index.ts        |  28 +++
 .../lib/knowledge/access/predicate.test.ts    |  56 ++++++
 apps/sim/lib/knowledge/access/predicate.ts    |  23 +++
 apps/sim/lib/knowledge/access/scope.test.ts   | 186 ++++++++++++++++++
 apps/sim/lib/knowledge/access/scope.ts        | 131 ++++++++++++
 apps/sim/lib/knowledge/access/system.ts       |  16 ++
 apps/sim/lib/knowledge/access/tokens.test.ts  | 113 +++++++++++
 apps/sim/lib/knowledge/access/tokens.ts       |  80 ++++++++
 apps/sim/lib/knowledge/access/types.ts        |  40 ++++
 .../lib/knowledge/connectors/sync-limits.ts   |  57 ++++++
 10 files changed, 730 insertions(+)
 create mode 100644 apps/sim/lib/knowledge/access/index.ts
 create mode 100644 apps/sim/lib/knowledge/access/predicate.test.ts
 create mode 100644 apps/sim/lib/knowledge/access/predicate.ts
 create mode 100644 apps/sim/lib/knowledge/access/scope.test.ts
 create mode 100644 apps/sim/lib/knowledge/access/scope.ts
 create mode 100644 apps/sim/lib/knowledge/access/system.ts
 create mode 100644 apps/sim/lib/knowledge/access/tokens.test.ts
 create mode 100644 apps/sim/lib/knowledge/access/tokens.ts
 create mode 100644 apps/sim/lib/knowledge/access/types.ts

diff --git a/apps/sim/lib/knowledge/access/index.ts b/apps/sim/lib/knowledge/access/index.ts
new file mode 100644
index 00000000000..50012883772
--- /dev/null
+++ b/apps/sim/lib/knowledge/access/index.ts
@@ -0,0 +1,28 @@
+export { knowledgeAccessCondition } from '@/lib/knowledge/access/predicate'
+export {
+  createKnowledgeAccessProvider,
+  type KnowledgeAccessScopeContext,
+  resolveKnowledgeAccessScope,
+  WORKSPACE_ACCESS_SCOPE,
+} from '@/lib/knowledge/access/scope'
+export {
+  ACCESS_TOKEN_PATTERN,
+  buildAclFromObservers,
+  EMPTY_ACL,
+  isAccessToken,
+  isWorkspaceOnlyTokenSet,
+  NO_TENANT_SEGMENT,
+  type SubjectCredential,
+  sortAccessTokens,
+  subjectToken,
+  WORKSPACE_ACL,
+} from '@/lib/knowledge/access/tokens'
+export {
+  type KnowledgeAccessProvider,
+  type KnowledgeAccessScope,
+  PUBLIC_ACCESS_TOKEN,
+  type UserAccessScope,
+  WORKSPACE_ACCESS_TOKEN,
+  WORKSPACE_ACCESS_TOKENS,
+  type WorkspaceAccessScope,
+} from '@/lib/knowledge/access/types'
diff --git a/apps/sim/lib/knowledge/access/predicate.test.ts b/apps/sim/lib/knowledge/access/predicate.test.ts
new file mode 100644
index 00000000000..8dd48a9bf0d
--- /dev/null
+++ b/apps/sim/lib/knowledge/access/predicate.test.ts
@@ -0,0 +1,56 @@
+/**
+ * @vitest-environment node
+ */
+
+// Renders the real predicate against the real drizzle dialect and schema. The
+// shared client sets `fetch_types: false` (packages/db/db.ts), under which an
+// array bound as one parameter fails at execution with 22P02, so the assertion
+// that matters is that every bind is a scalar.
+import { describe, expect, it, vi } from 'vitest'
+
+vi.unmock('drizzle-orm')
+vi.unmock('@sim/db')
+vi.unmock('@sim/db/schema')
+
+process.env.DATABASE_URL ??= 'postgresql://user:pass@localhost:5432/test'
+
+const { PgDialect } = await import('drizzle-orm/pg-core')
+const { knowledgeAccessCondition } = await import('@/lib/knowledge/access/predicate')
+const { SYSTEM_ACCESS_SCOPE } = await import('@/lib/knowledge/access/system')
+
+function render(condition: ReturnType<typeof knowledgeAccessCondition>) {
+  return new PgDialect().sqlToQuery(condition)
+}
+
+describe('knowledgeAccessCondition', () => {
+  it('overlaps the ACL with the tokens as a literal array of scalar binds', () => {
+    const { sql, params } = render(
+      knowledgeAccessCondition({
+        kind: 'user',
+        userId: 'user-1',
+        tokens: ['pub', 's:confluence:-:557058:abc', 'ws'],
+      })
+    )
+    expect(sql).toBe('"document"."acl" && ARRAY[$1, $2, $3]::text[]')
+    expect(params).toEqual(['pub', 's:confluence:-:557058:abc', 'ws'])
+    for (const param of params) expect(Array.isArray(param)).toBe(false)
+  })
+
+  it('renders the workspace pair for actorless callers', () => {
+    const { sql, params } = render(
+      knowledgeAccessCondition({ kind: 'workspace', tokens: ['pub', 'ws'] })
+    )
+    expect(sql).toBe('"document"."acl" && ARRAY[$1, $2]::text[]')
+    expect(params).toEqual(['pub', 'ws'])
+  })
+
+  it('denies everything for an empty token set', () => {
+    expect(render(knowledgeAccessCondition({ kind: 'user', userId: 'u', tokens: [] })).sql).toBe(
+      'false'
+    )
+  })
+
+  it('exempts only the branded system scope', () => {
+    expect(render(knowledgeAccessCondition(SYSTEM_ACCESS_SCOPE)).sql).toBe('true')
+  })
+})
diff --git a/apps/sim/lib/knowledge/access/predicate.ts b/apps/sim/lib/knowledge/access/predicate.ts
new file mode 100644
index 00000000000..9524a6ac7c4
--- /dev/null
+++ b/apps/sim/lib/knowledge/access/predicate.ts
@@ -0,0 +1,23 @@
+import { document } from '@sim/db/schema'
+import { type SQL, sql } from 'drizzle-orm'
+import type { SystemAccessScope } from '@/lib/knowledge/access/system'
+import type { KnowledgeAccessScope } from '@/lib/knowledge/access/types'
+
+/**
+ * The single read-side access predicate: the document's ACL overlaps the
+ * caller's token set. Tokens are bound as scalars and assembled with
+ * `ARRAY[...]` because the shared pool runs with `fetch_types: false`, under
+ * which a JS array bound as one parameter fails at execution (see
+ * packages/db/db.ts). A literal array also keeps the planner's statistics on
+ * `acl` usable, which is what lets it choose the GIN index for a selective set.
+ *
+ * The system scope is the only exemption and renders as `true`.
+ */
+export function knowledgeAccessCondition(scope: KnowledgeAccessScope | SystemAccessScope): SQL {
+  if (scope.kind === 'system') return sql`true`
+  if (scope.tokens.length === 0) return sql`false`
+  return sql`${document.acl} && ARRAY[${sql.join(
+    scope.tokens.map((token) => sql`${token}`),
+    sql`, `
+  )}]::text[]`
+}
diff --git a/apps/sim/lib/knowledge/access/scope.test.ts b/apps/sim/lib/knowledge/access/scope.test.ts
new file mode 100644
index 00000000000..f5a5a547061
--- /dev/null
+++ b/apps/sim/lib/knowledge/access/scope.test.ts
@@ -0,0 +1,186 @@
+/**
+ * @vitest-environment node
+ */
+import type { Principal } from '@sim/auth/principal'
+import { dbChainMockFns, queueTableRows, resetDbChainMock, schemaMock } from '@sim/testing'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+import {
+  createKnowledgeAccessProvider,
+  resolveKnowledgeAccessScope,
+  WORKSPACE_ACCESS_SCOPE,
+} from '@/lib/knowledge/access/scope'
+
+const SESSION: Principal = { kind: 'session', userId: 'user-1', sessionId: 'session-1' }
+const WORKSPACE = { workspaceId: 'ws-1' }
+
+function queueSubjects(rows: Array<Record<string, string | null>>) {
+  queueTableRows(schemaMock.user, rows)
+}
+
+describe('resolveKnowledgeAccessScope', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+  })
+
+  it('gives a person the workspace pair plus one token per active managed credential', async () => {
+    queueSubjects([
+      { providerId: 'confluence', providerTenantId: null, providerSubjectId: '557058:abc' },
+      { providerId: 'google-drive', providerTenantId: 'acme.com', providerSubjectId: '42' },
+      { providerId: 'confluence', providerTenantId: null, providerSubjectId: '557058:abc' },
+    ])
+
+    const scope = await resolveKnowledgeAccessScope(SESSION, WORKSPACE)
+
+    expect(scope).toEqual({
+      kind: 'user',
+      userId: 'user-1',
+      tokens: ['pub', 's:confluence:-:557058:abc', 's:google-drive:acme.com:42', 'ws'],
+    })
+    expect(dbChainMockFns.leftJoin).toHaveBeenCalledTimes(2)
+  })
+
+  it('falls back to the workspace pair for a person with no credential, and for one who is unverified or unknown', async () => {
+    queueSubjects([{ providerId: null, providerTenantId: null, providerSubjectId: null }])
+    await expect(resolveKnowledgeAccessScope(SESSION, WORKSPACE)).resolves.toEqual({
+      kind: 'user',
+      userId: 'user-1',
+      tokens: ['pub', 'ws'],
+    })
+
+    resetDbChainMock()
+    queueSubjects([])
+    await expect(resolveKnowledgeAccessScope(SESSION, WORKSPACE)).resolves.toEqual({
+      kind: 'user',
+      userId: 'user-1',
+      tokens: ['pub', 'ws'],
+    })
+  })
+
+  it('skips a malformed credential row instead of failing the read', async () => {
+    queueSubjects([
+      { providerId: 'a:b', providerTenantId: null, providerSubjectId: 'x' },
+      { providerId: 'slack', providerTenantId: 'T1', providerSubjectId: 'U1' },
+    ])
+    await expect(resolveKnowledgeAccessScope(SESSION, WORKSPACE)).resolves.toEqual({
+      kind: 'user',
+      userId: 'user-1',
+      tokens: ['pub', 's:slack:T1:U1', 'ws'],
+    })
+  })
+
+  it('does not query for a legacy personal knowledge base', async () => {
+    await expect(resolveKnowledgeAccessScope(SESSION, {})).resolves.toEqual({
+      kind: 'user',
+      userId: 'user-1',
+      tokens: ['pub', 'ws'],
+    })
+    expect(dbChainMockFns.select).not.toHaveBeenCalled()
+  })
+
+  it.each<[string, Principal]>([
+    ['a workspace API key', { kind: 'workspace_api_key', workspaceId: 'ws-1', keyId: 'key-1' }],
+    [
+      'a scheduled run',
+      { kind: 'system', serviceId: 'schedule', workspaceId: 'ws-1', workflowId: 'wf-1' },
+    ],
+    [
+      'a webhook run with an external subject',
+      {
+        kind: 'system',
+        serviceId: 'webhook',
+        workspaceId: 'ws-1',
+        workflowId: 'wf-1',
+        webhookId: 'wh-1',
+        provider: 'slack',
+        subject: { kind: 'external_user', provider: 'slack', tenantId: 'T1', subjectId: 'U1' },
+      },
+    ],
+    [
+      'an executor run whose trigger was a workspace key',
+      {
+        kind: 'delegated',
+        serviceId: 'executor',
+        workspaceId: 'ws-1',
+        delegationId: 'd-1',
+        audience: 'sim:knowledge',
+        issuedAt: 0,
+        expiresAt: 1,
+        delegationContext: {
+          principal: { kind: 'workspace_api_key', workspaceId: 'ws-1', keyId: 'key-1' },
+          compatibilityActor: { userId: 'deployer' },
+          currentWorkflow: { workflowId: 'wf-1', mode: 'deployment' },
+        },
+      } as unknown as Principal,
+    ],
+  ])('resolves %s to the workspace scope without a lookup', async (_label, principal) => {
+    await expect(resolveKnowledgeAccessScope(principal, WORKSPACE)).resolves.toBe(
+      WORKSPACE_ACCESS_SCOPE
+    )
+    expect(dbChainMockFns.select).not.toHaveBeenCalled()
+  })
+
+  it('follows an executor delegation back to the person who triggered it', async () => {
+    queueSubjects([])
+    const executor = {
+      kind: 'delegated',
+      serviceId: 'executor',
+      workspaceId: 'ws-1',
+      delegationId: 'd-1',
+      audience: 'sim:knowledge',
+      issuedAt: 0,
+      expiresAt: 1,
+      delegationContext: {
+        principal: SESSION,
+        currentWorkflow: { workflowId: 'wf-1', mode: 'draft' },
+      },
+    } as unknown as Principal
+
+    await expect(resolveKnowledgeAccessScope(executor, WORKSPACE)).resolves.toMatchObject({
+      kind: 'user',
+      userId: 'user-1',
+    })
+  })
+
+  it('refuses a Credential Group enrollment principal', async () => {
+    await expect(
+      resolveKnowledgeAccessScope(
+        {
+          kind: 'credential_group_enrollment',
+          workspaceId: 'ws-1',
+          credentialGroupId: 'g',
+          enrollmentId: 'e',
+          email: 'a@b.c',
+          invitationTokenHash: 'h',
+        } as Principal,
+        WORKSPACE
+      )
+    ).rejects.toThrow('cannot read knowledge documents')
+  })
+})
+
+describe('createKnowledgeAccessProvider', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+  })
+
+  it('resolves once per operation and shares the result', async () => {
+    queueSubjects([{ providerId: 'slack', providerTenantId: 'T1', providerSubjectId: 'U1' }])
+    const provider = createKnowledgeAccessProvider(SESSION, WORKSPACE)
+
+    const [first, second] = await Promise.all([provider.get(), provider.get()])
+
+    expect(first).toBe(second)
+    expect(dbChainMockFns.select).toHaveBeenCalledTimes(1)
+  })
+
+  it('retries after a failed lookup rather than caching the failure', async () => {
+    dbChainMockFns.where.mockRejectedValueOnce(new Error('connection reset'))
+    const provider = createKnowledgeAccessProvider(SESSION, WORKSPACE)
+
+    await expect(provider.get()).rejects.toThrow('connection reset')
+    queueSubjects([])
+    await expect(provider.get()).resolves.toMatchObject({ kind: 'user', tokens: ['pub', 'ws'] })
+  })
+})
diff --git a/apps/sim/lib/knowledge/access/scope.ts b/apps/sim/lib/knowledge/access/scope.ts
new file mode 100644
index 00000000000..a7cd850f6b5
--- /dev/null
+++ b/apps/sim/lib/knowledge/access/scope.ts
@@ -0,0 +1,131 @@
+import { type Principal, resolvePrincipalSubject } from '@sim/auth/principal'
+import { db } from '@sim/db'
+import { credential, credentialGroupEnrollment, user } from '@sim/db/schema'
+import { createLogger } from '@sim/logger'
+import { getErrorMessage } from '@sim/utils/errors'
+import { and, eq, inArray, sql } from 'drizzle-orm'
+import { OrchestrationError } from '@/lib/core/orchestration/types'
+import { sortAccessTokens, subjectToken } from '@/lib/knowledge/access/tokens'
+import {
+  type KnowledgeAccessProvider,
+  type KnowledgeAccessScope,
+  WORKSPACE_ACCESS_TOKENS,
+  type WorkspaceAccessScope,
+} from '@/lib/knowledge/access/types'
+
+const logger = createLogger('KnowledgeAccessScope')
+
+export const WORKSPACE_ACCESS_SCOPE: WorkspaceAccessScope = Object.freeze({
+  kind: 'workspace',
+  tokens: WORKSPACE_ACCESS_TOKENS,
+})
+
+/** Enrollment states under which a credential-group membership counts as live. */
+const LIVE_ENROLLMENT_STATUSES = ['in_progress', 'completed'] as const
+
+export interface KnowledgeAccessScopeContext {
+  /** Undefined only for a legacy personal knowledge base, which cannot own connectors. */
+  workspaceId?: string
+}
+
+/**
+ * The tokens a person holds in a workspace: the workspace pair plus one `s:`
+ * token per active managed credential bound to them through a credential-group
+ * enrollment. The person must be email-verified — the enrollment binding is by
+ * email, and an unverified address must not inherit grants made to whoever
+ * really owns it. Nothing here is cached: revoking or suspending a credential
+ * is visible on the next read.
+ */
+async function loadUserAccessTokens(
+  userId: string,
+  workspaceId: string | undefined
+): Promise<string[]> {
+  if (!workspaceId) return [...WORKSPACE_ACCESS_TOKENS]
+
+  const rows = await db
+    .select({
+      providerId: credential.providerId,
+      providerTenantId: credential.providerTenantId,
+      providerSubjectId: credential.providerSubjectId,
+    })
+    .from(user)
+    .leftJoin(
+      credentialGroupEnrollment,
+      and(
+        eq(
+          credentialGroupEnrollment.email,
+          sql`COALESCE(${user.normalizedEmail}, lower(btrim(${user.email})))`
+        ),
+        inArray(credentialGroupEnrollment.status, [...LIVE_ENROLLMENT_STATUSES])
+      )
+    )
+    .leftJoin(
+      credential,
+      and(
+        eq(credential.credentialGroupEnrollmentId, credentialGroupEnrollment.id),
+        eq(credential.workspaceId, workspaceId),
+        eq(credential.type, 'managed_oauth'),
+        eq(credential.managedOauthStatus, 'active')
+      )
+    )
+    .where(and(eq(user.id, userId), eq(user.emailVerified, true)))
+
+  const tokens = new Set<string>(WORKSPACE_ACCESS_TOKENS)
+  for (const row of rows) {
+    if (!row.providerSubjectId) continue
+    try {
+      tokens.add(subjectToken(row))
+    } catch (error) {
+      logger.warn('Skipping malformed managed credential subject', {
+        userId,
+        workspaceId,
+        providerId: row.providerId,
+        error: getErrorMessage(error),
+      })
+    }
+  }
+  return sortAccessTokens(tokens)
+}
+
+/**
+ * Resolves what a principal may read. A principal with a person behind it gets
+ * that person's tokens; everything actorless — workspace API keys, scheduled,
+ * webhook, chat, and MCP runs — gets the workspace pair, by policy. Never
+ * consults a compatibility actor: a scheduled run must not inherit its
+ * deployer's private documents.
+ */
+export async function resolveKnowledgeAccessScope(
+  principal: Principal,
+  context: KnowledgeAccessScopeContext
+): Promise<KnowledgeAccessScope> {
+  if (principal.kind === 'credential_group_enrollment') {
+    throw new OrchestrationError(
+      'forbidden',
+      'Credential Group enrollments cannot read knowledge documents'
+    )
+  }
+  const subject = resolvePrincipalSubject(principal)
+  if (subject?.kind !== 'sim_user') return WORKSPACE_ACCESS_SCOPE
+  return {
+    kind: 'user',
+    userId: subject.userId,
+    tokens: await loadUserAccessTokens(subject.userId, context.workspaceId),
+  }
+}
+
+/** Memoises {@link resolveKnowledgeAccessScope} for one operation; a failed lookup is retried on the next call. */
+export function createKnowledgeAccessProvider(
+  principal: Principal,
+  context: KnowledgeAccessScopeContext
+): KnowledgeAccessProvider {
+  let pending: Promise<KnowledgeAccessScope> | undefined
+  return {
+    get() {
+      pending ??= resolveKnowledgeAccessScope(principal, context).catch((error: unknown) => {
+        pending = undefined
+        throw error
+      })
+      return pending
+    },
+  }
+}
diff --git a/apps/sim/lib/knowledge/access/system.ts b/apps/sim/lib/knowledge/access/system.ts
new file mode 100644
index 00000000000..566162ca591
--- /dev/null
+++ b/apps/sim/lib/knowledge/access/system.ts
@@ -0,0 +1,16 @@
+declare const systemAccessScopeBrand: unique symbol
+
+/**
+ * The one exemption from access filtering: a background job acting on rows it
+ * owns (document processing, connector sync). It is a branded type so it cannot
+ * be assembled from a literal, and this module is its only source, so every
+ * caller is one grep away. Never construct it on a request path.
+ */
+export interface SystemAccessScope {
+  readonly kind: 'system'
+  readonly [systemAccessScopeBrand]: true
+}
+
+export const SYSTEM_ACCESS_SCOPE: SystemAccessScope = Object.freeze({
+  kind: 'system',
+}) as SystemAccessScope
diff --git a/apps/sim/lib/knowledge/access/tokens.test.ts b/apps/sim/lib/knowledge/access/tokens.test.ts
new file mode 100644
index 00000000000..282710b1a69
--- /dev/null
+++ b/apps/sim/lib/knowledge/access/tokens.test.ts
@@ -0,0 +1,113 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import {
+  ACCESS_TOKEN_PATTERN,
+  buildAclFromObservers,
+  isAccessToken,
+  isWorkspaceOnlyTokenSet,
+  sortAccessTokens,
+  subjectToken,
+} from '@/lib/knowledge/access/tokens'
+
+describe('access token shape', () => {
+  it.each([
+    'ws',
+    'pub',
+    'link',
+    'u:alice@acme.com',
+    's:confluence:-:557058:9f2b-uuid',
+    's:google-drive:acme.com:1029384756',
+    'g:sharepoint:tid-guid:sp:host,site,web:12',
+  ])('accepts %s', (token) => {
+    expect(isAccessToken(token)).toBe(true)
+  })
+
+  it.each([
+    'u:Alice@acme.com',
+    's:confluence:557058',
+    'x:foo',
+    '',
+    'ws\npub',
+    's::-:subject',
+    'u:alice',
+  ])('rejects %j', (token) => {
+    expect(isAccessToken(token)).toBe(false)
+  })
+
+  it('mirrors the database check constraint per element', () => {
+    expect(ACCESS_TOKEN_PATTERN.source).toContain('[gs]:[^\\n:]+:[^\\n:]+:[^\\n]+')
+  })
+})
+
+describe('subjectToken', () => {
+  it('derives the token from the credential row, substituting the no-tenant segment', () => {
+    expect(
+      subjectToken({
+        providerId: 'confluence',
+        providerTenantId: null,
+        providerSubjectId: '557058:9f2b-uuid',
+      })
+    ).toBe('s:confluence:-:557058:9f2b-uuid')
+    expect(
+      subjectToken({
+        providerId: 'google-drive',
+        providerTenantId: 'acme.com',
+        providerSubjectId: '1029384756',
+      })
+    ).toBe('s:google-drive:acme.com:1029384756')
+  })
+
+  it('treats an empty tenant like a missing one', () => {
+    expect(
+      subjectToken({ providerId: 'slack', providerTenantId: '', providerSubjectId: 'U1' })
+    ).toBe('s:slack:-:U1')
+  })
+
+  it('fails loudly on a credential that cannot identify a person', () => {
+    expect(() =>
+      subjectToken({ providerId: 'confluence', providerTenantId: null, providerSubjectId: null })
+    ).toThrow('requires a provider id')
+    expect(() =>
+      subjectToken({ providerId: null, providerTenantId: null, providerSubjectId: 'x' })
+    ).toThrow('requires a provider id')
+    expect(() =>
+      subjectToken({ providerId: 'a:b', providerTenantId: null, providerSubjectId: 'x' })
+    ).toThrow('cannot contain ":"')
+    expect(() =>
+      subjectToken({ providerId: 'slack', providerTenantId: 'T:1', providerSubjectId: 'x' })
+    ).toThrow('cannot contain ":"')
+  })
+})
+
+describe('sortAccessTokens / buildAclFromObservers', () => {
+  it('sorts by code unit and dedupes', () => {
+    expect(sortAccessTokens(['ws', 'pub', 's:b:-:1', 'pub', 's:B:-:1'])).toEqual([
+      'pub',
+      's:B:-:1',
+      's:b:-:1',
+      'ws',
+    ])
+  })
+
+  it('never uses locale ordering', () => {
+    expect(sortAccessTokens(['s:x:-:b', 's:x:-:B'])).toEqual(['s:x:-:B', 's:x:-:b'])
+  })
+
+  it('builds an empty ACL from no observers and rejects malformed tokens', () => {
+    expect(buildAclFromObservers([])).toEqual([])
+    expect(buildAclFromObservers(['s:confluence:-:2', 's:confluence:-:1'])).toEqual([
+      's:confluence:-:1',
+      's:confluence:-:2',
+    ])
+    expect(() => buildAclFromObservers(['s:confluence:-:1', 'bogus'])).toThrow('malformed')
+  })
+})
+
+describe('isWorkspaceOnlyTokenSet', () => {
+  it('distinguishes the workspace pair from a personal set', () => {
+    expect(isWorkspaceOnlyTokenSet(['pub', 'ws'])).toBe(true)
+    expect(isWorkspaceOnlyTokenSet(['pub', 's:confluence:-:1', 'ws'])).toBe(false)
+  })
+})
diff --git a/apps/sim/lib/knowledge/access/tokens.ts b/apps/sim/lib/knowledge/access/tokens.ts
new file mode 100644
index 00000000000..bb6b5d0c9ab
--- /dev/null
+++ b/apps/sim/lib/knowledge/access/tokens.ts
@@ -0,0 +1,80 @@
+import { PUBLIC_ACCESS_TOKEN, WORKSPACE_ACCESS_TOKEN } from '@/lib/knowledge/access/types'
+
+/**
+ * Shape of one access token, mirroring `doc_acl_token_shape_check` in the
+ * database. `u:` carries a lowercase email; `s:` and `g:` carry three
+ * colon-separated segments — provider, tenant, subject or group id — where only
+ * the last may itself contain colons (Atlassian account ids do).
+ */
+export const ACCESS_TOKEN_PATTERN =
+  /^(ws|pub|link|u:[^\nA-Z]+@[^\nA-Z]+|[gs]:[^\n:]+:[^\n:]+:[^\n]+)$/
+
+/** Stands in for a provider that reports no tenant, so the token keeps four segments. */
+export const NO_TENANT_SEGMENT = '-'
+
+/** The ACL of a document only the workspace's uploads path or a workspace-mode connector wrote. */
+export const WORKSPACE_ACL: readonly string[] = Object.freeze([WORKSPACE_ACCESS_TOKEN])
+
+/** The ACL of a document nobody may read. */
+export const EMPTY_ACL: readonly string[] = Object.freeze([])
+
+export function isAccessToken(value: string): boolean {
+  return ACCESS_TOKEN_PATTERN.test(value)
+}
+
+export interface SubjectCredential {
+  providerId: string | null
+  providerTenantId: string | null
+  providerSubjectId: string | null
+}
+
+/**
+ * The identity token of a person by the provider-attested subject on their
+ * managed credential. Both the writer (a members-mode crawl) and the reader
+ * (scope resolution) derive it from the same `credential` row, so no
+ * source-side id format is ever compared to another.
+ */
+export function subjectToken(credential: SubjectCredential): string {
+  const { providerId, providerSubjectId } = credential
+  if (!providerId || !providerSubjectId) {
+    throw new Error('A subject token requires a provider id and a provider subject id')
+  }
+  const tenant = credential.providerTenantId || NO_TENANT_SEGMENT
+  if (providerId.includes(':') || tenant.includes(':')) {
+    throw new Error('Provider and tenant segments of a subject token cannot contain ":"')
+  }
+  const token = `s:${providerId}:${tenant}:${providerSubjectId}`
+  if (!isAccessToken(token)) {
+    throw new Error(`Subject token is malformed: ${token}`)
+  }
+  return token
+}
+
+/**
+ * Canonical ordering for every ACL and token set: code-unit order, never
+ * locale-aware, so two writers produce byte-identical arrays and Postgres array
+ * comparison stays meaningful.
+ */
+export function sortAccessTokens(tokens: Iterable<string>): string[] {
+  const unique = [...new Set(tokens)]
+  unique.sort((left, right) => (left < right ? -1 : left > right ? 1 : 0))
+  return unique
+}
+
+/**
+ * The ACL of a members-mode document: the sorted subject tokens of its active
+ * observers. Rejects anything that is not a well-formed token so a malformed
+ * value fails here rather than denying access silently.
+ */
+export function buildAclFromObservers(tokens: Iterable<string>): string[] {
+  const sorted = sortAccessTokens(tokens)
+  for (const token of sorted) {
+    if (!isAccessToken(token)) throw new Error(`Access token is malformed: ${token}`)
+  }
+  return sorted
+}
+
+/** Whether a scope's token set grants nothing beyond what every workspace member holds. */
+export function isWorkspaceOnlyTokenSet(tokens: readonly string[]): boolean {
+  return tokens.every((token) => token === WORKSPACE_ACCESS_TOKEN || token === PUBLIC_ACCESS_TOKEN)
+}
diff --git a/apps/sim/lib/knowledge/access/types.ts b/apps/sim/lib/knowledge/access/types.ts
new file mode 100644
index 00000000000..e44b8bfdcbb
--- /dev/null
+++ b/apps/sim/lib/knowledge/access/types.ts
@@ -0,0 +1,40 @@
+/** Held by every principal in the workspace; the default ACL of an upload. */
+export const WORKSPACE_ACCESS_TOKEN = 'ws' as const
+
+/** Held by every principal; a document the source itself makes public. */
+export const PUBLIC_ACCESS_TOKEN = 'pub' as const
+
+/**
+ * The token set of a caller with no person behind it — a workspace API key, a
+ * scheduled or webhook run, chat, MCP — and the base every person's set
+ * extends. Sorted, like every ACL, so array comparisons are meaningful.
+ */
+export const WORKSPACE_ACCESS_TOKENS = [PUBLIC_ACCESS_TOKEN, WORKSPACE_ACCESS_TOKEN] as const
+
+export interface WorkspaceAccessScope {
+  kind: 'workspace'
+  tokens: typeof WORKSPACE_ACCESS_TOKENS
+}
+
+export interface UserAccessScope {
+  kind: 'user'
+  userId: string
+  /** `pub`, `ws`, and one `s:` token per active managed credential the person holds here. */
+  tokens: readonly string[]
+}
+
+/**
+ * What the calling principal may read, expressed as the tokens it holds. Every
+ * document loader takes one; there is no way to read a document without it.
+ */
+export type KnowledgeAccessScope = WorkspaceAccessScope | UserAccessScope
+
+/**
+ * Lazily resolves the scope for one authorized operation. Created by the
+ * knowledge context resolvers and attached to the use-case context, so a
+ * write-only operation never pays for the membership lookup and a read
+ * resolves it exactly once.
+ */
+export interface KnowledgeAccessProvider {
+  get(): Promise<KnowledgeAccessScope>
+}
diff --git a/apps/sim/lib/knowledge/connectors/sync-limits.ts b/apps/sim/lib/knowledge/connectors/sync-limits.ts
index 31f4ce2edab..16bc407d52a 100644
--- a/apps/sim/lib/knowledge/connectors/sync-limits.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-limits.ts
@@ -92,3 +92,60 @@ export function connectorFailureBackoffMinutes(failures: number): number {
  * negligible against the work a sync does between beats.
  */
 export const SYNC_LOCK_HEARTBEAT_INTERVAL_MS = 5 * 60 * 1000
+
+/**
+ * Wall-clock ceiling for one members-mode run, which crawls the source once per
+ * member. It does not have to cover every member: the run claims members one at
+ * a time until {@link MEMBER_SYNC_SOFT_BUDGET_SECONDS} and re-dispatches itself
+ * while any remain due, so a large group drains across consecutive runs.
+ */
+export const MEMBER_SYNC_MAX_DURATION_SECONDS = 3600
+
+/**
+ * When a members-mode run stops claiming new members. Leaves headroom below
+ * {@link MEMBER_SYNC_MAX_DURATION_SECONDS} for the member in flight to finish
+ * its page, write observations, and rematerialise ACLs before the platform
+ * kills the run.
+ */
+export const MEMBER_SYNC_SOFT_BUDGET_SECONDS = 2700
+
+/** Reclaim TTL for a members-mode lease; the same reasoning as {@link CONNECTOR_SYNC_STALE_LOCK_TTL_MS}. */
+export const MEMBER_SYNC_STALE_LOCK_TTL_MS = MEMBER_SYNC_MAX_DURATION_SECONDS * 2 * 1000
+
+/**
+ * Pages one member's listing may consume in one run. A member whose corpus
+ * exceeds it is recorded as incomplete — additions are kept, removals are
+ * withheld — and retried without back-off, so a single huge member can never
+ * monopolise a run or silently lose access.
+ */
+export const MEMBER_SYNC_MAX_PAGES_PER_MEMBER = 200
+
+/**
+ * How often each member gets a full (non-incremental) listing. Only a full
+ * listing can grant access to a document newly shared with the member or
+ * remove access to one unshared, because permission changes do not move the
+ * source's modified timestamps.
+ */
+export const MEMBER_FULL_RECRAWL_MINUTES = 720
+
+/**
+ * A member whose crawls have neither started nor completed for this long is
+ * treated as gone: their observations are removed and the documents only they
+ * observed go dark. Measured against the schedule, not the wall clock, so
+ * queue lag in a large group never triggers it.
+ */
+export const MEMBER_OBSERVATION_STALE_AFTER_HOURS = 24
+
+/**
+ * How long a suspended member (credential needs re-auth, enrollment revoked,
+ * option disabled) keeps their observations before the row is purged.
+ * Suspension already removes their token from every ACL; this window exists so
+ * a routine re-auth restores access without re-crawling and re-hydrating.
+ */
+export const MEMBER_SUSPENDED_PURGE_DAYS = 30
+
+/** Days a members-mode document stays tombstoned with no observer before it is hard deleted. */
+export const MEMBER_TOMBSTONE_PURGE_DAYS = 7
+
+/** Hard deletes one members-mode run may perform; bounds the blast radius of a bad run. */
+export const MEMBER_PURGE_MAX_PER_RUN = 1000

From ee8958b9d9c274cf1c7ee26528b7051ce0ae5e8a Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 18:06:59 -0700
Subject: [PATCH 05/76] feat(knowledge): enforce document access scope on every
 read path

Every document loader, chunk list, tag usage, search leg, metadata lookup,
and knowledge-base file serve now takes a required access scope and applies
the shared ACL predicate. Context resolvers attach a lazy, memoised scope
provider derived from the acting principal and load documents through it,
so a document the caller may not read is absent from the first read. Raw v1
routes and legacy helpers resolve the same scope; the outbox handler is the
one branded system-scope caller. Vector legs run inside a transaction that
enables pgvector's relaxed iterative scan (with a 42704 fallback) so a
narrow ACL still fills topK. Forked workspaces copy documents as '{ws}'.

Behaviour is identical today: every row carries the default '{ws}' token.
---
 apps/sim/app/api/files/authorization.ts       |  46 +++-
 .../app/api/files/export/[id]/route.test.ts   |   5 +-
 apps/sim/app/api/files/export/[id]/route.ts   |  15 +-
 .../api/files/serve/[...path]/route.test.ts   |   3 +-
 .../app/api/files/serve/[...path]/route.ts    |  37 ++-
 apps/sim/app/api/files/view/[id]/route.ts     |   6 +-
 .../app/api/knowledge/search/utils.test.ts    |  30 +-
 apps/sim/app/api/knowledge/utils.ts           |  13 +-
 .../[id]/documents/[documentId]/route.ts      |  74 ++---
 .../api/v1/knowledge/[id]/documents/route.ts  |  10 +-
 .../app/api/v1/knowledge/search/route.test.ts |   3 +
 apps/sim/app/api/v1/knowledge/search/route.ts |   7 +-
 apps/sim/app/api/v1/knowledge/utils.ts        |  18 ++
 .../lib/copy/copy-resources.ts                |   6 +
 apps/sim/lib/core/telemetry.ts                |   3 +
 .../payloads/materialization.server.ts        |  13 +-
 apps/sim/lib/knowledge/access/index.ts        |   2 +
 apps/sim/lib/knowledge/access/scope.ts        |  13 +
 .../application/add-workspace-files.ts        |   4 +-
 apps/sim/lib/knowledge/application/bulk.ts    |  28 +-
 .../lib/knowledge/application/chunks.test.ts  |   7 +-
 apps/sim/lib/knowledge/application/chunks.ts  |  52 +++-
 .../lib/knowledge/application/connectors.ts   |  73 +++--
 .../knowledge/application/contexts.test.ts    |  75 +++--
 .../sim/lib/knowledge/application/contexts.ts | 175 ++++++++----
 .../knowledge/application/documents.test.ts   |  17 +-
 .../lib/knowledge/application/documents.ts    | 110 ++++++--
 .../knowledge/application/knowledge-bases.ts  |  68 +++--
 apps/sim/lib/knowledge/application/search.ts  |  27 +-
 .../lib/knowledge/application/tags.test.ts    |   8 +-
 apps/sim/lib/knowledge/application/tags.ts    |  84 ++++--
 .../knowledge/application/upload-sessions.ts  |  87 ++++--
 .../lib/knowledge/chunks/keyset-sql.test.ts   |  15 +-
 apps/sim/lib/knowledge/chunks/service.ts      |  14 +-
 .../processing-outbox-handler.test.ts         |   7 +-
 .../documents/processing-outbox-handler.ts    |   8 +-
 apps/sim/lib/knowledge/documents/service.ts   |  30 +-
 .../knowledge/documents/tag-filter.test.ts    |   4 +-
 apps/sim/lib/knowledge/search/queries.ts      | 258 +++++++++---------
 apps/sim/lib/knowledge/tags/service.ts        |   6 +-
 40 files changed, 1019 insertions(+), 442 deletions(-)

diff --git a/apps/sim/app/api/files/authorization.ts b/apps/sim/app/api/files/authorization.ts
index 77d087bc859..c3eb0f50f7e 100644
--- a/apps/sim/app/api/files/authorization.ts
+++ b/apps/sim/app/api/files/authorization.ts
@@ -4,6 +4,12 @@ import { createLogger } from '@sim/logger'
 import { permissionSatisfies } from '@sim/platform-authz/workspace'
 import { and, eq, isNull } from 'drizzle-orm'
 import { NextResponse } from 'next/server'
+import { knowledgeAccessCondition } from '@/lib/knowledge/access/predicate'
+import {
+  resolveUserKnowledgeAccessScope,
+  WORKSPACE_ACCESS_SCOPE,
+} from '@/lib/knowledge/access/scope'
+import type { KnowledgeAccessScope } from '@/lib/knowledge/access/types'
 import { getFileMetadata } from '@/lib/uploads'
 import type { StorageContext } from '@/lib/uploads/config'
 import type { StorageConfig } from '@/lib/uploads/core/storage-client'
@@ -141,7 +147,7 @@ export async function verifyFileAccess(
   customConfig?: StorageConfig,
   context?: StorageContext | 'general',
   isLocal?: boolean,
-  options?: { requireWrite?: boolean }
+  options?: { requireWrite?: boolean; knowledgeAccess?: KnowledgeFileAccess }
 ): Promise<boolean> {
   const requireWrite = options?.requireWrite ?? false
   try {
@@ -182,7 +188,7 @@ export async function verifyFileAccess(
 
     // 4. KB files: kb/filename
     if (inferredContext === 'knowledge-base') {
-      return await verifyKBFileAccess(cloudKey, userId, customConfig)
+      return await verifyKBFileAccess(cloudKey, userId, customConfig, options?.knowledgeAccess)
     }
 
     // 5. Chat files: chat/filename
@@ -485,7 +491,11 @@ async function verifyCopilotFileAccess(
  * signal only: it reflects whether the file is still part of a live KB, not who
  * owns it (ownership comes from the binding).
  */
-async function hasActiveKbDocumentForKey(cloudKey: string, workspaceId: string): Promise<boolean> {
+async function hasActiveKbDocumentForKey(
+  cloudKey: string,
+  workspaceId: string,
+  access: KnowledgeAccessScope
+): Promise<boolean> {
   const rows = await db
     .select({ id: document.id })
     .from(document)
@@ -497,7 +507,8 @@ async function hasActiveKbDocumentForKey(cloudKey: string, workspaceId: string):
         eq(document.userExcluded, false),
         isNull(document.archivedAt),
         isNull(document.deletedAt),
-        isNull(knowledgeBase.deletedAt)
+        isNull(knowledgeBase.deletedAt),
+        knowledgeAccessCondition(access)
       )
     )
     .limit(1)
@@ -505,6 +516,24 @@ async function hasActiveKbDocumentForKey(cloudKey: string, workspaceId: string):
   return rows.length > 0
 }
 
+/**
+ * How a KB file read identifies the reader for document access. `'user'` is
+ * for a session-authenticated person; a resolved scope is for a caller that
+ * already holds one (an execution with a principal). Anything else — an
+ * internal token, a tool running with the workflow owner's id — reads as the
+ * workspace, never as the person whose id it happens to carry.
+ */
+export type KnowledgeFileAccess = 'user' | KnowledgeAccessScope
+
+async function resolveKnowledgeFileAccess(
+  knowledgeAccess: KnowledgeFileAccess | undefined,
+  userId: string,
+  workspaceId: string
+): Promise<KnowledgeAccessScope> {
+  if (knowledgeAccess === 'user') return resolveUserKnowledgeAccessScope(userId, workspaceId)
+  return knowledgeAccess ?? WORKSPACE_ACCESS_SCOPE
+}
+
 /**
  * Verify access to KB files (`kb/<key>`).
  *
@@ -522,7 +551,8 @@ async function hasActiveKbDocumentForKey(cloudKey: string, workspaceId: string):
 async function verifyKBFileAccess(
   cloudKey: string,
   userId: string,
-  customConfig?: StorageConfig
+  customConfig?: StorageConfig,
+  knowledgeAccess?: KnowledgeFileAccess
 ): Promise<boolean> {
   try {
     const binding = await getFileMetadataByKey(cloudKey, 'knowledge-base', {
@@ -552,10 +582,12 @@ async function verifyKBFileAccess(
       return false
     }
 
-    if (!(await hasActiveKbDocumentForKey(cloudKey, binding.workspaceId))) {
-      logger.warn('KB file access denied: no active document references the file', {
+    const access = await resolveKnowledgeFileAccess(knowledgeAccess, userId, binding.workspaceId)
+    if (!(await hasActiveKbDocumentForKey(cloudKey, binding.workspaceId, access))) {
+      logger.warn('KB file access denied: no readable document references the file', {
         userId,
         cloudKey,
+        accessScopeKind: access.kind,
       })
       return false
     }
diff --git a/apps/sim/app/api/files/export/[id]/route.test.ts b/apps/sim/app/api/files/export/[id]/route.test.ts
index 7d796a624e8..d28279f83f0 100644
--- a/apps/sim/app/api/files/export/[id]/route.test.ts
+++ b/apps/sim/app/api/files/export/[id]/route.test.ts
@@ -25,7 +25,10 @@ function embeds(...ids: string[]) {
   mockExtractEmbeddedFileRefs.mockReturnValue({ keys: [], ids })
 }
 
-vi.mock('@/lib/auth/hybrid', () => ({ checkSessionOrInternalAuth: mockCheckAuth }))
+vi.mock('@/lib/auth/hybrid', () => ({
+  AuthType: { SESSION: 'session', API_KEY: 'api_key', INTERNAL_JWT: 'internal_jwt' },
+  checkSessionOrInternalAuth: mockCheckAuth,
+}))
 vi.mock('@/lib/uploads/server/metadata', () => ({
   getFileMetadataById: mockGetFileMetadataById,
 }))
diff --git a/apps/sim/app/api/files/export/[id]/route.ts b/apps/sim/app/api/files/export/[id]/route.ts
index f36104475aa..1d4b918e692 100644
--- a/apps/sim/app/api/files/export/[id]/route.ts
+++ b/apps/sim/app/api/files/export/[id]/route.ts
@@ -7,7 +7,7 @@ import type { NextRequest } from 'next/server'
 import { NextResponse } from 'next/server'
 import { fileExportContract } from '@/lib/api/contracts/storage-transfer'
 import { parseRequest } from '@/lib/api/server'
-import { checkSessionOrInternalAuth } from '@/lib/auth/hybrid'
+import { AuthType, checkSessionOrInternalAuth } from '@/lib/auth/hybrid'
 import { MATERIALIZE_CONCURRENCY, mapWithConcurrency } from '@/lib/core/utils/concurrency'
 import { isPayloadSizeLimitError } from '@/lib/core/utils/stream-limits'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
@@ -81,7 +81,10 @@ export const GET = withRouteHandler(
       return NextResponse.json({ error: 'Not found' }, { status: 404 })
     }
 
-    const hasAccess = await verifyFileAccess(record.key, userId)
+    const knowledgeAccess = authResult.authType === AuthType.SESSION ? 'user' : undefined
+    const hasAccess = await verifyFileAccess(record.key, userId, undefined, undefined, undefined, {
+      knowledgeAccess,
+    })
     if (!hasAccess) {
       logger.warn('Unauthorized file export attempt', { id, userId })
       return NextResponse.json({ error: 'Forbidden' }, { status: 403 })
@@ -164,7 +167,13 @@ export const GET = withRouteHandler(
         try {
           const imgRecord = await getFileMetadataById(storedFileId(imageId))
           if (!imgRecord) return null
-          if (!(await verifyFileAccess(imgRecord.key, userId))) return null
+          if (
+            !(await verifyFileAccess(imgRecord.key, userId, undefined, undefined, undefined, {
+              knowledgeAccess,
+            }))
+          ) {
+            return null
+          }
           return { imageId, record: imgRecord, size: getWorkspaceFileSize(imgRecord) }
         } catch (error) {
           logger.warn('Failed to resolve asset for export', {
diff --git a/apps/sim/app/api/files/serve/[...path]/route.test.ts b/apps/sim/app/api/files/serve/[...path]/route.test.ts
index 6bdae38ab55..0adf30b1f5f 100644
--- a/apps/sim/app/api/files/serve/[...path]/route.test.ts
+++ b/apps/sim/app/api/files/serve/[...path]/route.test.ts
@@ -397,7 +397,8 @@ describe('File Serve API Route', () => {
       'test-user-id',
       undefined,
       'mothership',
-      false
+      false,
+      { knowledgeAccess: undefined }
     )
     expect(storageServiceMockFns.mockDownloadFile).toHaveBeenCalledWith({
       key: 'workspace/test-workspace-id/1234567890-photo.png',
diff --git a/apps/sim/app/api/files/serve/[...path]/route.ts b/apps/sim/app/api/files/serve/[...path]/route.ts
index 71fdb72a46f..ffb8845aeff 100644
--- a/apps/sim/app/api/files/serve/[...path]/route.ts
+++ b/apps/sim/app/api/files/serve/[...path]/route.ts
@@ -8,7 +8,7 @@ import {
   concealCrossTenantResourceError,
   InternalUnauthenticatedError,
 } from '@/lib/api/server/routes'
-import { checkSessionOrInternalAuth } from '@/lib/auth/hybrid'
+import { AuthType, checkSessionOrInternalAuth } from '@/lib/auth/hybrid'
 import { resolveServableDocBytes } from '@/lib/copilot/tools/server/files/doc-compile'
 import { DocCompileUserError } from '@/lib/copilot/tools/server/files/doc-compile-error'
 import { asOrchestrationError } from '@/lib/core/orchestration/types'
@@ -26,7 +26,7 @@ import { internalWorkspaceFileServeAuth } from '@/lib/workspace-files/api'
 import { readWorkspaceFileContentByKey } from '@/lib/workspace-files/application/read-workspace-file-content-by-key'
 import { isSimPageSource, SIM_PAGE_CONTENT_TYPE } from '@/lib/workspace-files/page-compile'
 import { renderSimPageDocumentWithAssets } from '@/lib/workspace-files/page-document.server'
-import { verifyFileAccess } from '@/app/api/files/authorization'
+import { type KnowledgeFileAccess, verifyFileAccess } from '@/app/api/files/authorization'
 import {
   createErrorResponse,
   createFileResponse,
@@ -271,12 +271,29 @@ export const GET = withRouteHandler(
 
       const userId = legacyAuthResult?.userId
       if (!userId) throw new Error('Authenticated file serve request is missing a user ID')
+      /** Only a session identifies a person; an internal token's user id reads as the workspace. */
+      const knowledgeAccess =
+        legacyAuthResult?.authType === AuthType.SESSION ? ('user' as const) : undefined
 
       if (isUsingCloudStorage()) {
-        return await handleCloudProxy(cloudKey, userId, options, request.signal, storageContext)
+        return await handleCloudProxy(
+          cloudKey,
+          userId,
+          options,
+          request.signal,
+          storageContext,
+          knowledgeAccess
+        )
       }
 
-      return await handleLocalFile(cloudKey, userId, options, request.signal, storageContext)
+      return await handleLocalFile(
+        cloudKey,
+        userId,
+        options,
+        request.signal,
+        storageContext,
+        knowledgeAccess
+      )
     } catch (error) {
       if (error instanceof InternalUnauthenticatedError) {
         logger.warn('Unauthorized file access attempt', { error: error.message })
@@ -359,7 +376,8 @@ async function handleLocalFile(
   userId: string,
   options: ServeOptions,
   signal: AbortSignal | undefined,
-  context: StorageContext
+  context: StorageContext,
+  knowledgeAccess: KnowledgeFileAccess | undefined
 ): Promise<NextResponse> {
   const ownerKey = `user:${userId}`
   try {
@@ -368,7 +386,8 @@ async function handleLocalFile(
       userId,
       undefined, // customConfig
       context,
-      true // isLocal
+      true, // isLocal
+      { knowledgeAccess }
     )
 
     if (!hasAccess) {
@@ -419,7 +438,8 @@ async function handleCloudProxy(
   userId: string,
   options: ServeOptions,
   signal: AbortSignal | undefined,
-  context: StorageContext
+  context: StorageContext,
+  knowledgeAccess: KnowledgeFileAccess | undefined
 ): Promise<NextResponse> {
   const ownerKey = `user:${userId}`
   try {
@@ -430,7 +450,8 @@ async function handleCloudProxy(
       userId,
       undefined, // customConfig
       context, // context
-      false // isLocal
+      false, // isLocal
+      { knowledgeAccess }
     )
 
     if (!hasAccess) {
diff --git a/apps/sim/app/api/files/view/[id]/route.ts b/apps/sim/app/api/files/view/[id]/route.ts
index 55ddedcef3a..47ab06d164f 100644
--- a/apps/sim/app/api/files/view/[id]/route.ts
+++ b/apps/sim/app/api/files/view/[id]/route.ts
@@ -3,7 +3,7 @@ import type { NextRequest } from 'next/server'
 import { NextResponse } from 'next/server'
 import { fileViewContract } from '@/lib/api/contracts/storage-transfer'
 import { parseRequest } from '@/lib/api/server'
-import { checkSessionOrInternalAuth } from '@/lib/auth/hybrid'
+import { AuthType, checkSessionOrInternalAuth } from '@/lib/auth/hybrid'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { getServeStoragePrefix, type StorageContext } from '@/lib/uploads/config'
 import { getFileMetadataById } from '@/lib/uploads/server/metadata'
@@ -37,7 +37,9 @@ export const GET = withRouteHandler(
       record.key,
       authResult.userId,
       undefined,
-      record.context as StorageContext | 'general'
+      record.context as StorageContext | 'general',
+      undefined,
+      { knowledgeAccess: authResult.authType === AuthType.SESSION ? 'user' : undefined }
     )
     if (!hasAccess) {
       logger.warn('Unauthorized file view attempt', { id, userId: authResult.userId })
diff --git a/apps/sim/app/api/knowledge/search/utils.test.ts b/apps/sim/app/api/knowledge/search/utils.test.ts
index a14e55dcf3b..c281de0902d 100644
--- a/apps/sim/app/api/knowledge/search/utils.test.ts
+++ b/apps/sim/app/api/knowledge/search/utils.test.ts
@@ -47,6 +47,7 @@ afterEach(() => {
   Object.assign(env, envSnapshot)
 })
 
+import { WORKSPACE_ACCESS_SCOPE } from '@/lib/knowledge/access/scope'
 import {
   executeKeywordSearch,
   executeKnowledgeSearch,
@@ -117,6 +118,7 @@ describe('Knowledge Search Utils', () => {
     it('should throw error when no filters provided', async () => {
       const params = {
         knowledgeBaseIds: ['kb-123'],
+        access: WORKSPACE_ACCESS_SCOPE,
         topK: 10,
         structuredFilters: [],
       }
@@ -129,6 +131,7 @@ describe('Knowledge Search Utils', () => {
     it('should accept valid parameters for tag-only search', async () => {
       const params = {
         knowledgeBaseIds: ['kb-123'],
+        access: WORKSPACE_ACCESS_SCOPE,
         topK: 10,
         structuredFilters: [{ tagSlot: 'tag1', fieldType: 'text', operator: 'eq', value: 'api' }],
       }
@@ -145,6 +148,7 @@ describe('Knowledge Search Utils', () => {
     it('should throw error when queryVector not provided', async () => {
       const params = {
         knowledgeBaseIds: ['kb-123'],
+        access: WORKSPACE_ACCESS_SCOPE,
         topK: 10,
         distanceThreshold: 0.8,
       }
@@ -157,6 +161,7 @@ describe('Knowledge Search Utils', () => {
     it('should throw error when distanceThreshold not provided', async () => {
       const params = {
         knowledgeBaseIds: ['kb-123'],
+        access: WORKSPACE_ACCESS_SCOPE,
         topK: 10,
         queryVector: JSON.stringify([0.1, 0.2, 0.3]),
       }
@@ -169,6 +174,7 @@ describe('Knowledge Search Utils', () => {
     it('should accept valid parameters for vector-only search', async () => {
       const params = {
         knowledgeBaseIds: ['kb-123'],
+        access: WORKSPACE_ACCESS_SCOPE,
         topK: 10,
         queryVector: JSON.stringify([0.1, 0.2, 0.3]),
         distanceThreshold: 0.8,
@@ -186,6 +192,7 @@ describe('Knowledge Search Utils', () => {
     it('should throw error when no filters provided', async () => {
       const params = {
         knowledgeBaseIds: ['kb-123'],
+        access: WORKSPACE_ACCESS_SCOPE,
         topK: 10,
         structuredFilters: [],
         queryVector: JSON.stringify([0.1, 0.2, 0.3]),
@@ -200,6 +207,7 @@ describe('Knowledge Search Utils', () => {
     it('should throw error when queryVector not provided', async () => {
       const params = {
         knowledgeBaseIds: ['kb-123'],
+        access: WORKSPACE_ACCESS_SCOPE,
         topK: 10,
         structuredFilters: [{ tagSlot: 'tag1', fieldType: 'text', operator: 'eq', value: 'api' }],
         distanceThreshold: 0.8,
@@ -213,6 +221,7 @@ describe('Knowledge Search Utils', () => {
     it('should throw error when distanceThreshold not provided', async () => {
       const params = {
         knowledgeBaseIds: ['kb-123'],
+        access: WORKSPACE_ACCESS_SCOPE,
         topK: 10,
         structuredFilters: [{ tagSlot: 'tag1', fieldType: 'text', operator: 'eq', value: 'api' }],
         queryVector: JSON.stringify([0.1, 0.2, 0.3]),
@@ -226,6 +235,7 @@ describe('Knowledge Search Utils', () => {
     it('should accept valid parameters for tag and vector search', async () => {
       const params = {
         knowledgeBaseIds: ['kb-123'],
+        access: WORKSPACE_ACCESS_SCOPE,
         topK: 10,
         structuredFilters: [{ tagSlot: 'tag1', fieldType: 'text', operator: 'eq', value: 'api' }],
         queryVector: JSON.stringify([0.1, 0.2, 0.3]),
@@ -382,6 +392,7 @@ describe('Knowledge Search Utils', () => {
     it('returns nothing for a whitespace-only query without touching the database', async () => {
       const results = await executeKeywordSearch({
         knowledgeBaseIds: ['kb-123'],
+        access: WORKSPACE_ACCESS_SCOPE,
         topK: 10,
         query: '   ',
         queryVector: JSON.stringify([0.1, 0.2, 0.3]),
@@ -397,6 +408,7 @@ describe('Knowledge Search Utils', () => {
 
       await executeKeywordSearch({
         knowledgeBaseIds,
+        access: WORKSPACE_ACCESS_SCOPE,
         topK: 10,
         query: 'PROJ-1234',
         queryVector: JSON.stringify([0.1, 0.2, 0.3]),
@@ -416,6 +428,7 @@ describe('Knowledge Search Utils', () => {
 
       const results = await executeKeywordSearch({
         knowledgeBaseIds: ['kb-1'],
+        access: WORKSPACE_ACCESS_SCOPE,
         topK: 10,
         query: 'PROJ-1234',
         queryVector: JSON.stringify([0.1, 0.2, 0.3]),
@@ -441,6 +454,7 @@ describe('Knowledge Search Utils', () => {
 
       await executeKeywordSearch({
         knowledgeBaseIds,
+        access: WORKSPACE_ACCESS_SCOPE,
         topK: 10,
         query: 'PROJ-1234',
         queryVector: JSON.stringify([0.1, 0.2, 0.3]),
@@ -459,6 +473,7 @@ describe('Knowledge Search Utils', () => {
       await expect(
         executeKnowledgeSearch({
           knowledgeBaseIds: ['kb-123'],
+          access: WORKSPACE_ACCESS_SCOPE,
           topK: 10,
           searchMode: 'hybrid',
         })
@@ -469,6 +484,7 @@ describe('Knowledge Search Utils', () => {
       await expect(
         executeKnowledgeSearch({
           knowledgeBaseIds: ['kb-123'],
+          access: WORKSPACE_ACCESS_SCOPE,
           topK: 10,
           searchMode: 'hybrid',
           query: 'PROJ-1234',
@@ -481,6 +497,7 @@ describe('Knowledge Search Utils', () => {
 
       const results = await executeKnowledgeSearch({
         knowledgeBaseIds: ['kb-123'],
+        access: WORKSPACE_ACCESS_SCOPE,
         topK: 10,
         searchMode: 'vector',
         query: 'PROJ-1234',
@@ -492,13 +509,18 @@ describe('Knowledge Search Utils', () => {
     })
 
     it('runs both legs and fuses them in hybrid mode', async () => {
-      // Vector leg, then the keyword leg's ranking pass, then its hydration pass.
-      queueTableRows(schemaMock.embedding, [makeResult('vector-hit')])
+      /**
+       * Chains dequeue in creation order. The vector leg opens its transaction
+       * and applies the scan settings before selecting, so the keyword leg's
+       * ranking pass is built first, then the vector select, then hydration.
+       */
       queueTableRows(schemaMock.embedding, [{ id: 'keyword-hit', keywordRank: 0.9 }])
+      queueTableRows(schemaMock.embedding, [makeResult('vector-hit')])
       queueTableRows(schemaMock.embedding, [makeResult('keyword-hit')])
 
       const results = await executeKnowledgeSearch({
         knowledgeBaseIds: ['kb-123'],
+        access: WORKSPACE_ACCESS_SCOPE,
         topK: 10,
         searchMode: 'hybrid',
         query: 'PROJ-1234',
@@ -510,6 +532,8 @@ describe('Knowledge Search Utils', () => {
     })
 
     it('falls back to vector results when the keyword leg fails', async () => {
+      /** The failing ranking chain is still built first and takes the first queued set. */
+      queueTableRows(schemaMock.embedding, [{ id: 'never-ranked', keywordRank: 0 }])
       queueTableRows(schemaMock.embedding, [makeResult('vector-hit')])
 
       /**
@@ -529,6 +553,7 @@ describe('Knowledge Search Utils', () => {
 
       const results = await executeKnowledgeSearch({
         knowledgeBaseIds: ['kb-123'],
+        access: WORKSPACE_ACCESS_SCOPE,
         topK: 10,
         searchMode: 'hybrid',
         query: 'PROJ-1234',
@@ -543,6 +568,7 @@ describe('Knowledge Search Utils', () => {
 
       const results = await executeKnowledgeSearch({
         knowledgeBaseIds: ['kb-123'],
+        access: WORKSPACE_ACCESS_SCOPE,
         topK: 10,
         searchMode: 'hybrid',
         structuredFilters: [
diff --git a/apps/sim/app/api/knowledge/utils.ts b/apps/sim/app/api/knowledge/utils.ts
index e92dc49f419..bf66bdfaf64 100644
--- a/apps/sim/app/api/knowledge/utils.ts
+++ b/apps/sim/app/api/knowledge/utils.ts
@@ -1,6 +1,7 @@
 import { db } from '@sim/db'
 import { embedding, knowledgeBase } from '@sim/db/schema'
 import { and, eq, isNull } from 'drizzle-orm'
+import { resolveUserKnowledgeAccessScope } from '@/lib/knowledge/access/scope'
 import { getKnowledgeDocument } from '@/lib/knowledge/documents/service'
 import { getUserEntityPermissions } from '@/lib/workspaces/permissions/utils'
 
@@ -244,7 +245,11 @@ async function resolveDocumentAccess(
     }
   }
 
-  const doc = await getKnowledgeDocument(knowledgeBaseId, documentId)
+  const doc = await getKnowledgeDocument(
+    knowledgeBaseId,
+    documentId,
+    await resolveUserKnowledgeAccessScope(userId, kbAccess.knowledgeBase?.workspaceId ?? undefined)
+  )
   if (!doc) {
     return { hasAccess: false, notFound: true, reason: 'Document not found' }
   }
@@ -301,7 +306,11 @@ async function resolveChunkAccess(
     }
   }
 
-  const doc = await getKnowledgeDocument(knowledgeBaseId, documentId)
+  const doc = await getKnowledgeDocument(
+    knowledgeBaseId,
+    documentId,
+    await resolveUserKnowledgeAccessScope(userId, kbAccess.knowledgeBase?.workspaceId ?? undefined)
+  )
   if (!doc) {
     return { hasAccess: false, notFound: true, reason: 'Document not found' }
   }
diff --git a/apps/sim/app/api/v1/knowledge/[id]/documents/[documentId]/route.ts b/apps/sim/app/api/v1/knowledge/[id]/documents/[documentId]/route.ts
index b7a363fc11c..7ad5558439e 100644
--- a/apps/sim/app/api/v1/knowledge/[id]/documents/[documentId]/route.ts
+++ b/apps/sim/app/api/v1/knowledge/[id]/documents/[documentId]/route.ts
@@ -1,6 +1,3 @@
-import { db } from '@sim/db'
-import { document, knowledgeConnector } from '@sim/db/schema'
-import { and, eq, isNull } from 'drizzle-orm'
 import { type NextRequest, NextResponse } from 'next/server'
 import {
   v1DeleteKnowledgeDocumentContract,
@@ -12,8 +9,14 @@ import {
   statusForOrchestrationError,
 } from '@/lib/core/orchestration/types'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
+import { getKnowledgeDocument } from '@/lib/knowledge/documents/service'
 import { performDeleteKnowledgeDocument } from '@/lib/knowledge/orchestration'
-import { handleError, resolveKnowledgeBase, serializeDate } from '@/app/api/v1/knowledge/utils'
+import {
+  handleError,
+  resolveKnowledgeBase,
+  resolveV1KnowledgeAccessScope,
+  serializeDate,
+} from '@/app/api/v1/knowledge/utils'
 import { authenticateRequest, v1ValidationErrorResponse } from '@/app/api/v1/middleware'
 
 export const dynamic = 'force-dynamic'
@@ -46,45 +49,16 @@ export const GET = withRouteHandler(
       )
       if (result instanceof NextResponse) return result
 
-      const docs = await db
-        .select({
-          id: document.id,
-          knowledgeBaseId: document.knowledgeBaseId,
-          filename: document.filename,
-          fileSize: document.fileSize,
-          mimeType: document.mimeType,
-          processingStatus: document.processingStatus,
-          processingError: document.processingError,
-          processingStartedAt: document.processingStartedAt,
-          processingCompletedAt: document.processingCompletedAt,
-          chunkCount: document.chunkCount,
-          tokenCount: document.tokenCount,
-          characterCount: document.characterCount,
-          enabled: document.enabled,
-          uploadedAt: document.uploadedAt,
-          connectorId: document.connectorId,
-          connectorType: knowledgeConnector.connectorType,
-          sourceUrl: document.sourceUrl,
-        })
-        .from(document)
-        .leftJoin(knowledgeConnector, eq(document.connectorId, knowledgeConnector.id))
-        .where(
-          and(
-            eq(document.id, documentId),
-            eq(document.knowledgeBaseId, knowledgeBaseId),
-            eq(document.userExcluded, false),
-            isNull(document.archivedAt),
-            isNull(document.deletedAt)
-          )
-        )
-        .limit(1)
+      const doc = await getKnowledgeDocument(
+        knowledgeBaseId,
+        documentId,
+        await resolveV1KnowledgeAccessScope(userId, rateLimit, parsed.data.query.workspaceId)
+      )
 
-      if (docs.length === 0) {
+      if (!doc) {
         return NextResponse.json({ error: 'Document not found' }, { status: 404 })
       }
 
-      const doc = docs[0]
-
       return NextResponse.json({
         success: true,
         data: {
@@ -139,21 +113,13 @@ export const DELETE = withRouteHandler(
       )
       if (result instanceof NextResponse) return result
 
-      const docs = await db
-        .select({ id: document.id, filename: document.filename })
-        .from(document)
-        .where(
-          and(
-            eq(document.id, documentId),
-            eq(document.knowledgeBaseId, knowledgeBaseId),
-            eq(document.userExcluded, false),
-            isNull(document.archivedAt),
-            isNull(document.deletedAt)
-          )
-        )
-        .limit(1)
+      const doc = await getKnowledgeDocument(
+        knowledgeBaseId,
+        documentId,
+        await resolveV1KnowledgeAccessScope(userId, rateLimit, parsed.data.query.workspaceId)
+      )
 
-      if (docs.length === 0) {
+      if (!doc) {
         return NextResponse.json({ error: 'Document not found' }, { status: 404 })
       }
 
@@ -163,7 +129,7 @@ export const DELETE = withRouteHandler(
           name: result.kb.name,
           workspaceId: parsed.data.query.workspaceId,
         },
-        document: { id: documentId, filename: docs[0].filename },
+        document: { id: documentId, filename: doc.filename },
         userId,
         source: 'api',
         requestId,
diff --git a/apps/sim/app/api/v1/knowledge/[id]/documents/route.ts b/apps/sim/app/api/v1/knowledge/[id]/documents/route.ts
index e04b3370cbc..ba403a072e8 100644
--- a/apps/sim/app/api/v1/knowledge/[id]/documents/route.ts
+++ b/apps/sim/app/api/v1/knowledge/[id]/documents/route.ts
@@ -26,7 +26,12 @@ import { performUploadKnowledgeDocument } from '@/lib/knowledge/orchestration'
 import { uploadWorkspaceFile } from '@/lib/uploads/contexts/workspace'
 import { EXACT_EMPTY_WORKSPACE_FILE_SECRET_PROVENANCE } from '@/lib/uploads/contexts/workspace/workspace-file-secret-provenance'
 import { validateFileType } from '@/lib/uploads/utils/validation'
-import { handleError, resolveKnowledgeBase, serializeDate } from '@/app/api/v1/knowledge/utils'
+import {
+  handleError,
+  resolveKnowledgeBase,
+  resolveV1KnowledgeAccessScope,
+  serializeDate,
+} from '@/app/api/v1/knowledge/utils'
 import { authenticateRequest, v1ValidationErrorResponse } from '@/app/api/v1/middleware'
 
 export const dynamic = 'force-dynamic'
@@ -73,7 +78,8 @@ export const GET = withRouteHandler(async (request: NextRequest, context: Docume
         sortBy: sortBy as DocumentSortField,
         sortOrder: sortOrder as SortOrder,
       },
-      requestId
+      requestId,
+      await resolveV1KnowledgeAccessScope(userId, rateLimit, workspaceId)
     )
 
     return NextResponse.json({
diff --git a/apps/sim/app/api/v1/knowledge/search/route.test.ts b/apps/sim/app/api/v1/knowledge/search/route.test.ts
index 7c5cbc2fc23..484b8f39739 100644
--- a/apps/sim/app/api/v1/knowledge/search/route.test.ts
+++ b/apps/sim/app/api/v1/knowledge/search/route.test.ts
@@ -74,6 +74,9 @@ vi.mock('@/app/api/v1/middleware', () => ({
 }))
 
 vi.mock('@/app/api/v1/knowledge/utils', () => ({
+  resolveV1KnowledgeAccessScope: vi
+    .fn()
+    .mockResolvedValue({ kind: 'workspace', tokens: ['pub', 'ws'] }),
   handleError: (e: unknown) =>
     new Response(JSON.stringify({ error: getErrorMessage(e, 'error') }), {
       status: 500,
diff --git a/apps/sim/app/api/v1/knowledge/search/route.ts b/apps/sim/app/api/v1/knowledge/search/route.ts
index 7f331dbe0a4..b59ef5dea44 100644
--- a/apps/sim/app/api/v1/knowledge/search/route.ts
+++ b/apps/sim/app/api/v1/knowledge/search/route.ts
@@ -19,7 +19,7 @@ import { getDocumentTagDefinitions } from '@/lib/knowledge/tags/service'
 import { buildUndefinedTagsError, validateTagValue } from '@/lib/knowledge/tags/utils'
 import type { StructuredFilter } from '@/lib/knowledge/types'
 import { checkKnowledgeBaseAccess, type KnowledgeBaseAccessResult } from '@/app/api/knowledge/utils'
-import { handleError } from '@/app/api/v1/knowledge/utils'
+import { handleError, resolveV1KnowledgeAccessScope } from '@/app/api/v1/knowledge/utils'
 import {
   authenticateRequest,
   v1ValidationErrorResponse,
@@ -190,11 +190,13 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
 
     let results: SearchResult[]
     let queryEmbeddingIsBYOK: boolean | null = null
+    const access = await resolveV1KnowledgeAccessScope(userId, rateLimit, workspaceId)
 
     if (!hasQuery && hasFilters) {
       results = await executeKnowledgeSearch({
         knowledgeBaseIds: accessibleKbIds,
         topK,
+        access,
         searchMode,
         structuredFilters,
       })
@@ -209,6 +211,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
       results = await executeKnowledgeSearch({
         knowledgeBaseIds: accessibleKbIds,
         topK,
+        access,
         searchMode,
         query,
         queryVector,
@@ -253,7 +256,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
     })
 
     const documentIds = results.map((r) => r.documentId)
-    const documentMetadataMap = await getDocumentMetadataByIds(documentIds)
+    const documentMetadataMap = await getDocumentMetadataByIds(documentIds, access)
 
     return NextResponse.json({
       success: true,
diff --git a/apps/sim/app/api/v1/knowledge/utils.ts b/apps/sim/app/api/v1/knowledge/utils.ts
index 9995f7a3144..3a26f17ca45 100644
--- a/apps/sim/app/api/v1/knowledge/utils.ts
+++ b/apps/sim/app/api/v1/knowledge/utils.ts
@@ -1,6 +1,11 @@
 import { createLogger } from '@sim/logger'
 import { NextResponse } from 'next/server'
 import { validationErrorResponseFromError } from '@/lib/api/server'
+import {
+  resolveUserKnowledgeAccessScope,
+  WORKSPACE_ACCESS_SCOPE,
+} from '@/lib/knowledge/access/scope'
+import type { KnowledgeAccessScope } from '@/lib/knowledge/access/types'
 import { getKnowledgeBaseById } from '@/lib/knowledge/service'
 import type { KnowledgeBaseWithCounts } from '@/lib/knowledge/types'
 import {
@@ -50,6 +55,19 @@ export async function resolveKnowledgeBase(
 /**
  * Serializes a date value for JSON responses.
  */
+/**
+ * The document-access scope of a v1 API caller. A personal key acts as its
+ * user; a workspace key has no person behind it and reads as the workspace.
+ */
+export async function resolveV1KnowledgeAccessScope(
+  userId: string,
+  rateLimit: { keyType?: 'personal' | 'workspace' },
+  workspaceId: string | undefined
+): Promise<KnowledgeAccessScope> {
+  if (rateLimit.keyType === 'workspace') return WORKSPACE_ACCESS_SCOPE
+  return resolveUserKnowledgeAccessScope(userId, workspaceId)
+}
+
 export function serializeDate(date: Date | string | null | undefined): string | null {
   if (date === null || date === undefined) return null
   if (date instanceof Date) return date.toISOString()
diff --git a/apps/sim/ee/workspace-forking/lib/copy/copy-resources.ts b/apps/sim/ee/workspace-forking/lib/copy/copy-resources.ts
index 54d01bc3b32..bbb32d2cdff 100644
--- a/apps/sim/ee/workspace-forking/lib/copy/copy-resources.ts
+++ b/apps/sim/ee/workspace-forking/lib/copy/copy-resources.ts
@@ -47,6 +47,7 @@ import {
   type DurableSecretProvenance,
   hashDurableSecretProvenanceValue,
 } from '@/lib/execution/durable-secret-provenance'
+import { WORKSPACE_ACCESS_TOKEN } from '@/lib/knowledge/access/types'
 import {
   createKnowledgeDocumentSourceValue,
   type KnowledgeDocumentSourceValue,
@@ -886,6 +887,7 @@ async function createForkDocumentPlaceholders(params: {
       fileSize: 0,
       deletedAt: null,
       archivedAt: now,
+      acl: [WORKSPACE_ACCESS_TOKEN],
     })
     record('knowledge_document', doc.id, childDocId)
     kbEntry.documentIdMap[doc.id] = childDocId
@@ -995,6 +997,7 @@ export async function planForkMappedKbDocumentCopies(params: {
         fileSize: 0,
         deletedAt: null,
         archivedAt: now,
+        acl: [WORKSPACE_ACCESS_TOKEN],
       })
     }
     docIdMap.set(doc.id, childDocId)
@@ -1597,6 +1600,7 @@ async function ensureKbDocumentPlaceholder(
       archivedAt: new Date(),
       deletedAt: null,
       uploadedBy: userId,
+      acl: [WORKSPACE_ACCESS_TOKEN],
     })
     .onConflictDoNothing({ target: document.id })
 }
@@ -1764,6 +1768,8 @@ async function copyKbDocument(params: {
     deletedAt: null,
     uploadedBy: userId,
     secretProvenanceVersion: sourceSecretContext.tracked ? 1 : null,
+    /** A copy has no connector and therefore no source-derived access; it is a workspace document. */
+    acl: [WORKSPACE_ACCESS_TOKEN],
   }
   const copiedSource = createKnowledgeDocumentSourceValue(copiedValues)
   const finalizedStorageKey = await finalizeKbDocument({
diff --git a/apps/sim/lib/core/telemetry.ts b/apps/sim/lib/core/telemetry.ts
index 3d1ca1b39a7..e5aa1c8a965 100644
--- a/apps/sim/lib/core/telemetry.ts
+++ b/apps/sim/lib/core/telemetry.ts
@@ -684,11 +684,14 @@ export const PlatformEvents = {
     knowledgeBaseId: string
     resultsCount: number
     workspaceId?: string
+    /** Whether the search ran as a person (`user`) or as the workspace (`workspace`). */
+    accessScopeKind?: 'user' | 'workspace'
   }) => {
     trackPlatformEvent('platform.knowledge_base.searched', {
       'knowledge_base.id': attrs.knowledgeBaseId,
       'search.results_count': attrs.resultsCount,
       ...(attrs.workspaceId && { 'workspace.id': attrs.workspaceId }),
+      ...(attrs.accessScopeKind && { 'search.access_scope_kind': attrs.accessScopeKind }),
     })
   },
 
diff --git a/apps/sim/lib/execution/payloads/materialization.server.ts b/apps/sim/lib/execution/payloads/materialization.server.ts
index ec3f7ef2509..e05e5766938 100644
--- a/apps/sim/lib/execution/payloads/materialization.server.ts
+++ b/apps/sim/lib/execution/payloads/materialization.server.ts
@@ -17,6 +17,7 @@ import {
   MAX_INLINE_MATERIALIZATION_BYTES,
 } from '@/lib/execution/payloads/limits'
 import { ExecutionResourceLimitError } from '@/lib/execution/resource-errors'
+import { resolveKnowledgeAccessScope } from '@/lib/knowledge/access/scope'
 import type { StorageContext } from '@/lib/uploads'
 import type { WorkspaceFileSecretProvenanceIdentity } from '@/lib/uploads/contexts/workspace/workspace-file-secret-provenance'
 import {
@@ -313,7 +314,17 @@ export async function assertUserFileContentAccess(
   }
 
   const { verifyFileAccess } = await import('@/app/api/files/authorization')
-  const hasAccess = await verifyFileAccess(file.key, options.userId, undefined, context, false)
+  /**
+   * A knowledge-base file is read as the principal behind the run, when there
+   * is one; `options.userId` alone may be the workflow owner standing in for an
+   * actorless run and must not widen what the run can read.
+   */
+  const knowledgeAccess = options.principal
+    ? await resolveKnowledgeAccessScope(options.principal, { workspaceId: options.workspaceId })
+    : undefined
+  const hasAccess = await verifyFileAccess(file.key, options.userId, undefined, context, false, {
+    knowledgeAccess,
+  })
   if (!hasAccess) {
     throw new Error('File is not available in this execution.')
   }
diff --git a/apps/sim/lib/knowledge/access/index.ts b/apps/sim/lib/knowledge/access/index.ts
index 50012883772..df2d0aec960 100644
--- a/apps/sim/lib/knowledge/access/index.ts
+++ b/apps/sim/lib/knowledge/access/index.ts
@@ -3,8 +3,10 @@ export {
   createKnowledgeAccessProvider,
   type KnowledgeAccessScopeContext,
   resolveKnowledgeAccessScope,
+  resolveUserKnowledgeAccessScope,
   WORKSPACE_ACCESS_SCOPE,
 } from '@/lib/knowledge/access/scope'
+export { SYSTEM_ACCESS_SCOPE, type SystemAccessScope } from '@/lib/knowledge/access/system'
 export {
   ACCESS_TOKEN_PATTERN,
   buildAclFromObservers,
diff --git a/apps/sim/lib/knowledge/access/scope.ts b/apps/sim/lib/knowledge/access/scope.ts
index a7cd850f6b5..40b235f267c 100644
--- a/apps/sim/lib/knowledge/access/scope.ts
+++ b/apps/sim/lib/knowledge/access/scope.ts
@@ -113,6 +113,19 @@ export async function resolveKnowledgeAccessScope(
   }
 }
 
+/**
+ * The scope of a person identified only by user id — the shape session-backed
+ * routes outside the application layer have in hand. Never call this with a
+ * user id that stands in for an actorless run (a workflow owner, a billing
+ * owner); those callers use {@link WORKSPACE_ACCESS_SCOPE}.
+ */
+export async function resolveUserKnowledgeAccessScope(
+  userId: string,
+  workspaceId: string | undefined
+): Promise<KnowledgeAccessScope> {
+  return { kind: 'user', userId, tokens: await loadUserAccessTokens(userId, workspaceId) }
+}
+
 /** Memoises {@link resolveKnowledgeAccessScope} for one operation; a failed lookup is retried on the next call. */
 export function createKnowledgeAccessProvider(
   principal: Principal,
diff --git a/apps/sim/lib/knowledge/application/add-workspace-files.ts b/apps/sim/lib/knowledge/application/add-workspace-files.ts
index f7deb79d44d..584f9f52834 100644
--- a/apps/sim/lib/knowledge/application/add-workspace-files.ts
+++ b/apps/sim/lib/knowledge/application/add-workspace-files.ts
@@ -122,8 +122,10 @@ async function prepareWorkspaceFile(
 export const addWorkspaceFilesToKnowledgeBase = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.addWorkspaceFiles,
   async resolveContext({
+    principal,
     input,
   }: {
+    principal: Principal
     input: AddWorkspaceFilesToKnowledgeBaseInput
   }): Promise<AddWorkspaceFilesContext> {
     const fileReferences = requireBoundedKnowledgeBatch(
@@ -132,7 +134,7 @@ export const addWorkspaceFilesToKnowledgeBase = defineAuthorizedKnowledgeUseCase
       ADD_WORKSPACE_FILES_COST_POLICY.maxItems
     )
     return {
-      ...(await resolveActiveKnowledgeBaseContext(input)),
+      ...(await resolveActiveKnowledgeBaseContext(input, principal)),
       fileReferences,
     }
   },
diff --git a/apps/sim/lib/knowledge/application/bulk.ts b/apps/sim/lib/knowledge/application/bulk.ts
index f838260ad78..6ae49caaa83 100644
--- a/apps/sim/lib/knowledge/application/bulk.ts
+++ b/apps/sim/lib/knowledge/application/bulk.ts
@@ -1,4 +1,5 @@
 import { AuditAction, AuditResourceType } from '@sim/audit'
+import type { Principal } from '@sim/auth/principal'
 import { createLogger } from '@sim/logger'
 import { authorizeWorkspaceOperation } from '@/lib/core/application'
 import { classifyBulkItemError } from '@/lib/core/application/bulk-items'
@@ -120,6 +121,7 @@ async function resolveBulkKnowledgeContext(
 async function runKnowledgeItems(
   knowledgeBaseIds: readonly string[],
   workspace: KnowledgeWorkspaceContext,
+  principal: Principal,
   covered: ReadonlySet<string>,
   authorize: (canonical: ActiveKnowledgeBaseContext) => Promise<void>,
   apply: (canonical: ActiveKnowledgeBaseContext) => Promise<string>,
@@ -129,7 +131,11 @@ async function runKnowledgeItems(
   for (const knowledgeBaseId of knowledgeBaseIds) {
     let knowledgeBaseName = knowledgeBaseId
     try {
-      const canonical = await resolveActiveKnowledgeBaseInWorkspace(knowledgeBaseId, workspace)
+      const canonical = await resolveActiveKnowledgeBaseInWorkspace(
+        knowledgeBaseId,
+        workspace,
+        principal
+      )
       knowledgeBaseName = canonical.knowledgeBase.name
       const folderId = canonical.knowledgeBase.folderId
       if (folderId && covered.has(folderId)) {
@@ -169,8 +175,13 @@ async function runKnowledgeItems(
 
 export const bulkMoveKnowledgeItems = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.bulkMoveItems,
-  resolveContext: ({ input }: { input: BulkMoveKnowledgeItemsInput }) =>
-    resolveBulkKnowledgeContext(input, BULK_MOVE_KNOWLEDGE_ITEMS_COST_POLICY.maxItems),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: BulkMoveKnowledgeItemsInput
+  }) => resolveBulkKnowledgeContext(input, BULK_MOVE_KNOWLEDGE_ITEMS_COST_POLICY.maxItems),
   async execute({ principal, input, context }): Promise<BulkMoveKnowledgeItemsExecutionResult> {
     /**
      * The destination check and the folder plan read different rows and share
@@ -219,6 +230,7 @@ export const bulkMoveKnowledgeItems = defineAuthorizedKnowledgeUseCase({
     const terminalError = await runKnowledgeItems(
       context.knowledgeBaseIds,
       context,
+      principal,
       plan.covered,
       (canonical) =>
         authorizeWorkspaceOperation(principal, knowledgeOperations.bulkMoveItems, canonical, {
@@ -305,8 +317,13 @@ export const bulkMoveKnowledgeItems = defineAuthorizedKnowledgeUseCase({
 
 export const bulkDeleteKnowledgeItems = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.bulkDeleteItems,
-  resolveContext: ({ input }: { input: BulkDeleteKnowledgeItemsInput }) =>
-    resolveBulkKnowledgeContext(input, BULK_DELETE_KNOWLEDGE_ITEMS_COST_POLICY.maxItems),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: BulkDeleteKnowledgeItemsInput
+  }) => resolveBulkKnowledgeContext(input, BULK_DELETE_KNOWLEDGE_ITEMS_COST_POLICY.maxItems),
   async execute({ principal, context }): Promise<BulkDeleteKnowledgeItemsExecutionResult> {
     const plan = await planFolderSelection(
       context.workspaceId,
@@ -321,6 +338,7 @@ export const bulkDeleteKnowledgeItems = defineAuthorizedKnowledgeUseCase({
     const terminalError = await runKnowledgeItems(
       context.knowledgeBaseIds,
       context,
+      principal,
       plan.covered,
       (canonical) =>
         authorizeWorkspaceOperation(principal, knowledgeOperations.bulkDeleteItems, canonical, {
diff --git a/apps/sim/lib/knowledge/application/chunks.test.ts b/apps/sim/lib/knowledge/application/chunks.test.ts
index fffc0cf7d06..6e1a0177b75 100644
--- a/apps/sim/lib/knowledge/application/chunks.test.ts
+++ b/apps/sim/lib/knowledge/application/chunks.test.ts
@@ -45,6 +45,7 @@ vi.mock('@/lib/knowledge/model-input-provenance', () => ({
 vi.mock('@/providers/utils', () => ({ calculateCost: vi.fn() }))
 
 import { ForbiddenOperationError } from '@/lib/core/application/forbidden'
+import { WORKSPACE_ACCESS_SCOPE } from '@/lib/knowledge/access/scope'
 import { KnowledgeDocumentNotReadyError } from '@/lib/knowledge/application/chunk-errors'
 import { bulkUpdateKnowledgeChunks, listKnowledgeChunks } from '@/lib/knowledge/application/chunks'
 
@@ -57,6 +58,7 @@ describe('knowledge chunk application use cases', () => {
       workspaceOrganizationId: null,
       allowPersonalApiKeys: true,
       billedAccountUserId: 'billing-owner-1',
+      access: { get: async () => WORKSPACE_ACCESS_SCOPE },
       knowledgeBaseId: 'knowledge-1',
       knowledgeBase: { id: 'knowledge-1' },
       documentId: 'document-1',
@@ -85,6 +87,7 @@ describe('knowledge chunk application use cases', () => {
       workspaceOrganizationId: null,
       allowPersonalApiKeys: true,
       billedAccountUserId: 'billing-owner-1',
+      access: { get: async () => WORKSPACE_ACCESS_SCOPE },
       knowledgeBaseId: 'knowledge-1',
       knowledgeBase: { id: 'knowledge-1' },
       documentId: 'document-1',
@@ -108,7 +111,8 @@ describe('knowledge chunk application use cases', () => {
     expect(mocks.queryChunks).toHaveBeenCalledWith(
       'document-1',
       expect.objectContaining({ cursorKeys: [3, 'chunk-3'] }),
-      expect.any(String)
+      expect.any(String),
+      WORKSPACE_ACCESS_SCOPE
     )
     expect(result.nextCursorKeys).toBeNull()
   })
@@ -125,6 +129,7 @@ describe('knowledge chunk application use cases', () => {
       workspaceOrganizationId: null,
       allowPersonalApiKeys: true,
       billedAccountUserId: 'billing-owner-1',
+      access: { get: async () => WORKSPACE_ACCESS_SCOPE },
       knowledgeBaseId: 'knowledge-1',
       knowledgeBase: { id: 'knowledge-1' },
       documentId: 'document-1',
diff --git a/apps/sim/lib/knowledge/application/chunks.ts b/apps/sim/lib/knowledge/application/chunks.ts
index 9e22dbddf0f..9da76b789f8 100644
--- a/apps/sim/lib/knowledge/application/chunks.ts
+++ b/apps/sim/lib/knowledge/application/chunks.ts
@@ -1,3 +1,4 @@
+import type { Principal } from '@sim/auth/principal'
 import { createLogger } from '@sim/logger'
 import { ForbiddenOperationError } from '@/lib/core/application/forbidden'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
@@ -102,8 +103,13 @@ function documentTags(context: ActiveKnowledgeDocumentContext) {
 
 export const listKnowledgeChunks = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.listChunks,
-  resolveContext: ({ input }: { input: ListKnowledgeChunksInput }) =>
-    resolveCanonicalActiveKnowledgeDocumentContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: ListKnowledgeChunksInput
+  }) => resolveCanonicalActiveKnowledgeDocumentContext(input, principal),
   async execute({ input, context }) {
     requireChunkReadable(context)
     const {
@@ -112,15 +118,20 @@ export const listKnowledgeChunks = defineAuthorizedKnowledgeUseCase({
       assertedWorkspaceId: _scope,
       ...filters
     } = input
-    const result = await queryChunks(documentId, filters, generateRequestId())
+    const result = await queryChunks(
+      documentId,
+      filters,
+      generateRequestId(),
+      await context.access.get()
+    )
     return { ...result, workspaceId: context.workspaceId, documentId }
   },
 })
 
 export const readKnowledgeChunk = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.readChunk,
-  resolveContext: ({ input }: { input: KnowledgeChunkInput }) =>
-    resolveActiveKnowledgeChunkContext(input),
+  resolveContext: ({ principal, input }: { principal: Principal; input: KnowledgeChunkInput }) =>
+    resolveActiveKnowledgeChunkContext(input, principal),
   async execute({ context }) {
     requireChunkReadable(context)
     return {
@@ -133,8 +144,13 @@ export const readKnowledgeChunk = defineAuthorizedKnowledgeUseCase({
 
 export const createKnowledgeChunk = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.createChunk,
-  resolveContext: ({ input }: { input: CreateKnowledgeChunkInput }) =>
-    resolveCanonicalActiveKnowledgeDocumentContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: CreateKnowledgeChunkInput
+  }) => resolveCanonicalActiveKnowledgeDocumentContext(input, principal),
   async execute({ principal, input, context }) {
     requireChunkWritable(context)
     if (context.document.processingStatus === 'failed') {
@@ -195,8 +211,13 @@ export const createKnowledgeChunk = defineAuthorizedKnowledgeUseCase({
 
 export const updateKnowledgeChunk = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.updateChunk,
-  resolveContext: ({ input }: { input: UpdateKnowledgeChunkInput }) =>
-    resolveActiveKnowledgeChunkContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: UpdateKnowledgeChunkInput
+  }) => resolveActiveKnowledgeChunkContext(input, principal),
   async execute({ principal, input, context }) {
     requireChunkReadable(context)
     requireChunkWritable(context)
@@ -226,8 +247,8 @@ export const updateKnowledgeChunk = defineAuthorizedKnowledgeUseCase({
 
 export const deleteKnowledgeChunk = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.deleteChunk,
-  resolveContext: ({ input }: { input: KnowledgeChunkInput }) =>
-    resolveActiveKnowledgeChunkContext(input),
+  resolveContext: ({ principal, input }: { principal: Principal; input: KnowledgeChunkInput }) =>
+    resolveActiveKnowledgeChunkContext(input, principal),
   async execute({ context }) {
     requireChunkReadable(context)
     requireChunkWritable(context)
@@ -238,8 +259,13 @@ export const deleteKnowledgeChunk = defineAuthorizedKnowledgeUseCase({
 
 export const bulkUpdateKnowledgeChunks = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.bulkChunks,
-  resolveContext: ({ input }: { input: BulkKnowledgeChunksInput }) =>
-    resolveCanonicalActiveKnowledgeDocumentContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: BulkKnowledgeChunksInput
+  }) => resolveCanonicalActiveKnowledgeDocumentContext(input, principal),
   async execute({ input, context }) {
     requireChunkWritable(context)
     const result = await batchChunkOperation(
diff --git a/apps/sim/lib/knowledge/application/connectors.ts b/apps/sim/lib/knowledge/application/connectors.ts
index 5e704149b80..ed60b972165 100644
--- a/apps/sim/lib/knowledge/application/connectors.ts
+++ b/apps/sim/lib/knowledge/application/connectors.ts
@@ -1,4 +1,5 @@
 import { AuditAction, AuditResourceType } from '@sim/audit'
+import type { Principal } from '@sim/auth/principal'
 import { resolvePrincipalSubjectUserId } from '@sim/auth/principal'
 import { db } from '@sim/db'
 import { document, knowledgeConnector, knowledgeConnectorSyncLog } from '@sim/db/schema'
@@ -270,8 +271,13 @@ async function validateConnectorSourceConfig(input: {
 
 export const listKnowledgeConnectors = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.listConnectors,
-  resolveContext: ({ input }: { input: ListKnowledgeConnectorsInput }) =>
-    resolveActiveKnowledgeResourceContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: ListKnowledgeConnectorsInput
+  }) => resolveActiveKnowledgeResourceContext(input, principal),
   async execute({ input, context }) {
     const sortOrder = input.sortOrder === 'asc' ? asc : desc
     const sortColumn =
@@ -309,8 +315,13 @@ export const listKnowledgeConnectors = defineAuthorizedKnowledgeUseCase({
 
 export const readKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.readConnector,
-  resolveContext: ({ input }: { input: ReadKnowledgeConnectorInput }) =>
-    resolveActiveKnowledgeConnectorContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: ReadKnowledgeConnectorInput
+  }) => resolveActiveKnowledgeConnectorContext(input, principal),
   async execute({ context }) {
     const connector = await getKnowledgeConnector(context.knowledgeBaseId, context.connectorId)
     if (!connector) throw new OrchestrationError('not_found', 'Connector not found')
@@ -327,8 +338,13 @@ export const readKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
 
 export const createKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.createConnector,
-  resolveContext: ({ input }: { input: CreateKnowledgeConnectorInput }) =>
-    resolveActiveKnowledgeResourceContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: CreateKnowledgeConnectorInput
+  }) => resolveActiveKnowledgeResourceContext(input, principal),
   async execute({ principal, input, context, request }) {
     const requestId = generateRequestId()
     const workspaceId = requireConnectorWorkspaceId(context)
@@ -392,8 +408,13 @@ export const createKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
  */
 export const updateKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.updateConnector,
-  resolveContext: ({ input }: { input: UpdateKnowledgeConnectorInput }) =>
-    resolveActiveKnowledgeConnectorContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: UpdateKnowledgeConnectorInput
+  }) => resolveActiveKnowledgeConnectorContext(input, principal),
   async execute({ principal, input, context, request }) {
     const requestId = generateRequestId()
     const actingUserId = resolveKnowledgeAttributedUserId(principal, context)
@@ -451,8 +472,13 @@ export const updateKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
 
 export const deleteKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.deleteConnector,
-  resolveContext: ({ input }: { input: DeleteKnowledgeConnectorInput }) =>
-    resolveActiveKnowledgeConnectorContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: DeleteKnowledgeConnectorInput
+  }) => resolveActiveKnowledgeConnectorContext(input, principal),
   async execute({ principal, input, context, request }) {
     const outcome = await performDeleteKnowledgeConnector({
       knowledgeBase: connectorTarget(context),
@@ -510,8 +536,13 @@ export const deleteKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
  */
 export const syncKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.syncConnector,
-  resolveContext: ({ input }: { input: SyncKnowledgeConnectorInput }) =>
-    resolveActiveKnowledgeConnectorContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: SyncKnowledgeConnectorInput
+  }) => resolveActiveKnowledgeConnectorContext(input, principal),
   async execute({ principal, input, context, request }) {
     const workspaceId = requireConnectorWorkspaceId(context)
     // permission-group-enforced: knowledge.connectors — needs the persisted connector type, which the funnel never sees
@@ -572,8 +603,13 @@ const connectorDocumentSelection = {
 
 export const listKnowledgeConnectorDocuments = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.listConnectorDocuments,
-  resolveContext: ({ input }: { input: ListKnowledgeConnectorDocumentsInput }) =>
-    resolveActiveKnowledgeConnectorContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: ListKnowledgeConnectorDocumentsInput
+  }) => resolveActiveKnowledgeConnectorContext(input, principal),
   async execute({ input, context }) {
     const limit = input.limit ?? DEFAULT_KNOWLEDGE_CONNECTOR_DOCUMENT_PAGE_SIZE
     const offset = input.offset ?? 0
@@ -634,8 +670,13 @@ export const listKnowledgeConnectorDocuments = defineAuthorizedKnowledgeUseCase(
 
 export const updateKnowledgeConnectorDocuments = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.updateConnectorDocuments,
-  resolveContext: ({ input }: { input: UpdateKnowledgeConnectorDocumentsInput }) =>
-    resolveActiveKnowledgeConnectorContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: UpdateKnowledgeConnectorDocumentsInput
+  }) => resolveActiveKnowledgeConnectorContext(input, principal),
   async execute({ input, context }) {
     if (input.documentIds.length === 0) {
       throw new OrchestrationError('validation', 'At least one connector document is required')
diff --git a/apps/sim/lib/knowledge/application/contexts.test.ts b/apps/sim/lib/knowledge/application/contexts.test.ts
index 7e3a30440fd..37c9b444f39 100644
--- a/apps/sim/lib/knowledge/application/contexts.test.ts
+++ b/apps/sim/lib/knowledge/application/contexts.test.ts
@@ -12,6 +12,13 @@ const mocks = vi.hoisted(() => ({
   getConnector: vi.fn(),
   loadWorkspace: vi.fn(),
   loadWorkspaceIncludingArchived: vi.fn(),
+  createAccessProvider: vi.fn(() => ({
+    get: async () => ({ kind: 'workspace', tokens: ['pub', 'ws'] }),
+  })),
+}))
+
+vi.mock('@/lib/knowledge/access/scope', () => ({
+  createKnowledgeAccessProvider: mocks.createAccessProvider,
 }))
 
 vi.mock('@/lib/knowledge/service', () => ({
@@ -53,6 +60,7 @@ const workspace = {
   billedAccountUserId: 'billing-user-1',
 }
 const knowledgeBase = { id: 'knowledge-1', workspaceId: 'workspace-1' }
+const principal = { kind: 'session' as const, userId: 'user-1', sessionId: 'session-1' }
 
 describe('knowledge application contexts', () => {
   beforeEach(() => {
@@ -82,7 +90,7 @@ describe('knowledge application contexts', () => {
     mocks.loadWorkspace.mockResolvedValueOnce(null)
 
     await expect(
-      resolveActiveKnowledgeBaseContext({ knowledgeBaseId: 'knowledge-1' })
+      resolveActiveKnowledgeBaseContext({ knowledgeBaseId: 'knowledge-1' }, principal)
     ).rejects.toMatchObject({ code: 'not_found', message: 'Knowledge base not found' })
   })
 
@@ -91,7 +99,7 @@ describe('knowledge application contexts', () => {
     mocks.loadWorkspace.mockRejectedValueOnce(failure)
 
     await expect(
-      resolveActiveKnowledgeBaseContext({ knowledgeBaseId: 'knowledge-1' })
+      resolveActiveKnowledgeBaseContext({ knowledgeBaseId: 'knowledge-1' }, principal)
     ).rejects.toBe(failure)
   })
 
@@ -103,7 +111,7 @@ describe('knowledge application contexts', () => {
     })
 
     await expect(
-      resolveActiveKnowledgeResourceContext({ knowledgeBaseId: 'legacy-knowledge' })
+      resolveActiveKnowledgeResourceContext({ knowledgeBaseId: 'legacy-knowledge' }, principal)
     ).resolves.toMatchObject({
       knowledgeBaseId: 'legacy-knowledge',
       workspaceId: undefined,
@@ -120,10 +128,13 @@ describe('knowledge application contexts', () => {
     })
 
     await expect(
-      resolveActiveKnowledgeResourceContext({
-        knowledgeBaseId: 'legacy-knowledge',
-        assertedWorkspaceId: 'workspace-1',
-      })
+      resolveActiveKnowledgeResourceContext(
+        {
+          knowledgeBaseId: 'legacy-knowledge',
+          assertedWorkspaceId: 'workspace-1',
+        },
+        principal
+      )
     ).rejects.toMatchObject({ code: 'not_found' })
   })
 
@@ -139,10 +150,13 @@ describe('knowledge application contexts', () => {
     })
 
     await expect(
-      resolveCanonicalActiveKnowledgeDocumentContext({
-        knowledgeBaseId: 'legacy-knowledge',
-        documentId: 'legacy-document',
-      })
+      resolveCanonicalActiveKnowledgeDocumentContext(
+        {
+          knowledgeBaseId: 'legacy-knowledge',
+          documentId: 'legacy-document',
+        },
+        principal
+      )
     ).resolves.toMatchObject({
       documentId: 'legacy-document',
       knowledgeBaseId: 'legacy-knowledge',
@@ -174,25 +188,31 @@ describe('knowledge application contexts', () => {
       })
     })
 
-    it('resolves a document parent canonically before comparing the trusted workspace', async () => {
+    it('resolves the asserted parent and conceals a foreign document without loading it', async () => {
       await expect(
-        resolveCanonicalActiveKnowledgeDocumentContext({
-          knowledgeBaseId: 'knowledge-b',
-          documentId: 'document-b',
-          assertedWorkspaceId: 'workspace-a',
-        })
+        resolveCanonicalActiveKnowledgeDocumentContext(
+          {
+            knowledgeBaseId: 'knowledge-b',
+            documentId: 'document-b',
+            assertedWorkspaceId: 'workspace-a',
+          },
+          principal
+        )
       ).rejects.toMatchObject({ code: 'not_found' })
 
-      expect(mocks.getDocumentById).toHaveBeenCalledWith('document-b')
       expect(mocks.getKnowledgeBase).toHaveBeenCalledWith('knowledge-b')
+      expect(mocks.getDocumentById).not.toHaveBeenCalled()
     })
 
     it('resolves a tag parent canonically before comparing the trusted workspace', async () => {
       await expect(
-        resolveActiveKnowledgeTagContext({
-          tagDefinitionId: 'tag-b',
-          assertedWorkspaceId: 'workspace-a',
-        })
+        resolveActiveKnowledgeTagContext(
+          {
+            tagDefinitionId: 'tag-b',
+            assertedWorkspaceId: 'workspace-a',
+          },
+          principal
+        )
       ).rejects.toMatchObject({ code: 'not_found' })
 
       expect(mocks.getTag).toHaveBeenCalledWith('tag-b')
@@ -201,10 +221,13 @@ describe('knowledge application contexts', () => {
 
     it('resolves a connector parent canonically before comparing the trusted workspace', async () => {
       await expect(
-        resolveActiveKnowledgeConnectorContext({
-          connectorId: 'connector-b',
-          assertedWorkspaceId: 'workspace-a',
-        })
+        resolveActiveKnowledgeConnectorContext(
+          {
+            connectorId: 'connector-b',
+            assertedWorkspaceId: 'workspace-a',
+          },
+          principal
+        )
       ).rejects.toMatchObject({ code: 'not_found' })
 
       expect(mocks.getConnector).toHaveBeenCalledWith('connector-b')
diff --git a/apps/sim/lib/knowledge/application/contexts.ts b/apps/sim/lib/knowledge/application/contexts.ts
index a6df12a0dc4..c707b630933 100644
--- a/apps/sim/lib/knowledge/application/contexts.ts
+++ b/apps/sim/lib/knowledge/application/contexts.ts
@@ -1,7 +1,10 @@
+import type { Principal } from '@sim/auth/principal'
 import { db } from '@sim/db'
 import { embedding } from '@sim/db/schema'
 import { and, eq } from 'drizzle-orm'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
+import { createKnowledgeAccessProvider } from '@/lib/knowledge/access/scope'
+import type { KnowledgeAccessProvider } from '@/lib/knowledge/access/types'
 import type {
   KnowledgeAuthorizationContext,
   LegacyPersonalKnowledgeAuthorizationContext,
@@ -35,16 +38,30 @@ export interface LegacyPersonalKnowledgeContext
 
 export type KnowledgeResourceContext = KnowledgeWorkspaceContext | LegacyPersonalKnowledgeContext
 
-export interface ActiveKnowledgeBaseContext extends KnowledgeWorkspaceContext {
-  knowledgeBaseId: string
-  knowledgeBase: KnowledgeBaseWithCounts
+/**
+ * What the calling principal may read within this knowledge base, resolved
+ * lazily so a write-only operation never pays for it. Every document loader
+ * requires the resolved scope; the resolvers below await it before loading a
+ * document, so a document the caller may not read is reported as absent from
+ * the very first read.
+ */
+interface KnowledgeAccessBearingContext {
+  access: KnowledgeAccessProvider
 }
 
-export type ActiveKnowledgeResourceBaseContext = KnowledgeResourceContext & {
+export interface ActiveKnowledgeBaseContext
+  extends KnowledgeWorkspaceContext,
+    KnowledgeAccessBearingContext {
   knowledgeBaseId: string
   knowledgeBase: KnowledgeBaseWithCounts
 }
 
+export type ActiveKnowledgeResourceBaseContext = KnowledgeResourceContext &
+  KnowledgeAccessBearingContext & {
+    knowledgeBaseId: string
+    knowledgeBase: KnowledgeBaseWithCounts
+  }
+
 export type ActiveKnowledgeDocumentContext = ActiveKnowledgeResourceBaseContext & {
   documentId: string
   document: ActiveKnowledgeDocument
@@ -116,10 +133,13 @@ async function requireKnowledgeBase(knowledgeBaseId: string, workspaceId: string
   return knowledgeBase as typeof knowledgeBase & { workspaceId: string }
 }
 
-export async function resolveActiveKnowledgeBaseContext(input: {
-  knowledgeBaseId: string
-  assertedWorkspaceId?: string
-}): Promise<ActiveKnowledgeBaseContext> {
+export async function resolveActiveKnowledgeBaseContext(
+  input: {
+    knowledgeBaseId: string
+    assertedWorkspaceId?: string
+  },
+  principal: Principal
+): Promise<ActiveKnowledgeBaseContext> {
   const knowledgeBase = await requireKnowledgeBase(input.knowledgeBaseId, input.assertedWorkspaceId)
   const workspaceContext = await loadKnowledgeWorkspaceContext(knowledgeBase.workspaceId)
   if (!workspaceContext) throw new OrchestrationError('not_found', 'Knowledge base not found')
@@ -127,6 +147,7 @@ export async function resolveActiveKnowledgeBaseContext(input: {
     ...workspaceContext,
     knowledgeBaseId: knowledgeBase.id,
     knowledgeBase,
+    access: createKnowledgeAccessProvider(principal, { workspaceId: knowledgeBase.workspaceId }),
   }
 }
 
@@ -139,10 +160,16 @@ export async function resolveActiveKnowledgeBaseContext(input: {
  */
 export async function resolveActiveKnowledgeBaseInWorkspace(
   knowledgeBaseId: string,
-  workspaceContext: KnowledgeWorkspaceContext
+  workspaceContext: KnowledgeWorkspaceContext,
+  principal: Principal
 ): Promise<ActiveKnowledgeBaseContext> {
   const knowledgeBase = await requireKnowledgeBase(knowledgeBaseId, workspaceContext.workspaceId)
-  return { ...workspaceContext, knowledgeBaseId: knowledgeBase.id, knowledgeBase }
+  return {
+    ...workspaceContext,
+    knowledgeBaseId: knowledgeBase.id,
+    knowledgeBase,
+    access: createKnowledgeAccessProvider(principal, { workspaceId: workspaceContext.workspaceId }),
+  }
 }
 
 /**
@@ -181,10 +208,13 @@ export async function resolveArchivedKnowledgeBaseContext(input: {
   }
 }
 
-export async function resolveActiveKnowledgeResourceContext(input: {
-  knowledgeBaseId: string
-  assertedWorkspaceId?: string
-}): Promise<ActiveKnowledgeResourceBaseContext> {
+export async function resolveActiveKnowledgeResourceContext(
+  input: {
+    knowledgeBaseId: string
+    assertedWorkspaceId?: string
+  },
+  principal: Principal
+): Promise<ActiveKnowledgeResourceBaseContext> {
   const knowledgeBase = await getKnowledgeBaseById(input.knowledgeBaseId)
   if (
     !knowledgeBase ||
@@ -199,6 +229,7 @@ export async function resolveActiveKnowledgeResourceContext(input: {
       legacyPersonalOwnerUserId: knowledgeBase.userId,
       knowledgeBaseId: knowledgeBase.id,
       knowledgeBase,
+      access: createKnowledgeAccessProvider(principal, {}),
     }
   }
   const workspaceContext = await loadKnowledgeWorkspaceContext(knowledgeBase.workspaceId)
@@ -207,16 +238,24 @@ export async function resolveActiveKnowledgeResourceContext(input: {
     ...workspaceContext,
     knowledgeBaseId: knowledgeBase.id,
     knowledgeBase,
+    access: createKnowledgeAccessProvider(principal, { workspaceId: knowledgeBase.workspaceId }),
   }
 }
 
-export async function resolveActiveKnowledgeDocumentContext(input: {
-  knowledgeBaseId: string
-  documentId: string
-  assertedWorkspaceId?: string
-}): Promise<ActiveKnowledgeDocumentContext> {
-  const context = await resolveActiveKnowledgeResourceContext(input)
-  const document = await getKnowledgeDocument(context.knowledgeBaseId, input.documentId)
+export async function resolveActiveKnowledgeDocumentContext(
+  input: {
+    knowledgeBaseId: string
+    documentId: string
+    assertedWorkspaceId?: string
+  },
+  principal: Principal
+): Promise<ActiveKnowledgeDocumentContext> {
+  const context = await resolveActiveKnowledgeResourceContext(input, principal)
+  const document = await getKnowledgeDocument(
+    context.knowledgeBaseId,
+    input.documentId,
+    await context.access.get()
+  )
   if (!document) throw new OrchestrationError('not_found', 'Document not found')
   return {
     ...context,
@@ -225,19 +264,26 @@ export async function resolveActiveKnowledgeDocumentContext(input: {
   }
 }
 
-export async function resolveCanonicalActiveKnowledgeDocumentContext(input: {
-  knowledgeBaseId: string
-  documentId: string
-  assertedWorkspaceId?: string
-}): Promise<ActiveKnowledgeDocumentContext> {
-  const document = await getKnowledgeDocumentById(input.documentId)
-  if (!document || document.knowledgeBaseId !== input.knowledgeBaseId) {
+/**
+ * Resolves a document by its canonical id and only then trusts the asserted
+ * parent. The access scope needs the workspace, which is only known once the
+ * asserted knowledge base is loaded, so the base is resolved first and the
+ * document is then required to belong to it — a mismatch is concealed as
+ * not-found exactly as before.
+ */
+export async function resolveCanonicalActiveKnowledgeDocumentContext(
+  input: {
+    knowledgeBaseId: string
+    documentId: string
+    assertedWorkspaceId?: string
+  },
+  principal: Principal
+): Promise<ActiveKnowledgeDocumentContext> {
+  const context = await resolveActiveKnowledgeResourceContext(input, principal)
+  const document = await getKnowledgeDocumentById(input.documentId, await context.access.get())
+  if (!document || document.knowledgeBaseId !== context.knowledgeBaseId) {
     throw new OrchestrationError('not_found', 'Document not found')
   }
-  const context = await resolveActiveKnowledgeResourceContext({
-    knowledgeBaseId: document.knowledgeBaseId,
-    assertedWorkspaceId: input.assertedWorkspaceId,
-  })
   return {
     ...context,
     documentId: document.id,
@@ -245,12 +291,15 @@ export async function resolveCanonicalActiveKnowledgeDocumentContext(input: {
   }
 }
 
-export async function resolveActiveKnowledgeChunkContext(input: {
-  knowledgeBaseId: string
-  documentId: string
-  chunkId: string
-  assertedWorkspaceId?: string
-}): Promise<ActiveKnowledgeChunkContext> {
+export async function resolveActiveKnowledgeChunkContext(
+  input: {
+    knowledgeBaseId: string
+    documentId: string
+    chunkId: string
+    assertedWorkspaceId?: string
+  },
+  principal: Principal
+): Promise<ActiveKnowledgeChunkContext> {
   const [chunk] = await db
     .select()
     .from(embedding)
@@ -259,7 +308,7 @@ export async function resolveActiveKnowledgeChunkContext(input: {
   if (!chunk || chunk.knowledgeBaseId !== input.knowledgeBaseId) {
     throw new OrchestrationError('not_found', 'Chunk not found')
   }
-  const context = await resolveCanonicalActiveKnowledgeDocumentContext(input)
+  const context = await resolveCanonicalActiveKnowledgeDocumentContext(input, principal)
   return {
     ...context,
     chunkId: chunk.id,
@@ -267,11 +316,14 @@ export async function resolveActiveKnowledgeChunkContext(input: {
   }
 }
 
-export async function resolveActiveKnowledgeTagContext(input: {
-  tagDefinitionId: string
-  knowledgeBaseId?: string
-  assertedWorkspaceId?: string
-}): Promise<ActiveKnowledgeTagContext> {
+export async function resolveActiveKnowledgeTagContext(
+  input: {
+    tagDefinitionId: string
+    knowledgeBaseId?: string
+    assertedWorkspaceId?: string
+  },
+  principal: Principal
+): Promise<ActiveKnowledgeTagContext> {
   const tagDefinition = await getTagDefinitionById(input.tagDefinitionId)
   if (
     !tagDefinition ||
@@ -279,10 +331,13 @@ export async function resolveActiveKnowledgeTagContext(input: {
   ) {
     throw new OrchestrationError('not_found', 'Tag definition not found')
   }
-  const context = await resolveActiveKnowledgeResourceContext({
-    knowledgeBaseId: tagDefinition.knowledgeBaseId,
-    assertedWorkspaceId: input.assertedWorkspaceId,
-  })
+  const context = await resolveActiveKnowledgeResourceContext(
+    {
+      knowledgeBaseId: tagDefinition.knowledgeBaseId,
+      assertedWorkspaceId: input.assertedWorkspaceId,
+    },
+    principal
+  )
   return {
     ...context,
     tagDefinitionId: tagDefinition.id,
@@ -290,11 +345,14 @@ export async function resolveActiveKnowledgeTagContext(input: {
   }
 }
 
-export async function resolveActiveKnowledgeConnectorContext(input: {
-  connectorId: string
-  knowledgeBaseId?: string
-  assertedWorkspaceId?: string
-}): Promise<ActiveKnowledgeConnectorContext> {
+export async function resolveActiveKnowledgeConnectorContext(
+  input: {
+    connectorId: string
+    knowledgeBaseId?: string
+    assertedWorkspaceId?: string
+  },
+  principal: Principal
+): Promise<ActiveKnowledgeConnectorContext> {
   const connector = await getActiveKnowledgeConnectorReference(input.connectorId)
   if (
     !connector ||
@@ -302,10 +360,13 @@ export async function resolveActiveKnowledgeConnectorContext(input: {
   ) {
     throw new OrchestrationError('not_found', 'Connector not found')
   }
-  const context = await resolveActiveKnowledgeResourceContext({
-    knowledgeBaseId: connector.knowledgeBaseId,
-    assertedWorkspaceId: input.assertedWorkspaceId,
-  })
+  const context = await resolveActiveKnowledgeResourceContext(
+    {
+      knowledgeBaseId: connector.knowledgeBaseId,
+      assertedWorkspaceId: input.assertedWorkspaceId,
+    },
+    principal
+  )
   return {
     ...context,
     connectorId: connector.id,
diff --git a/apps/sim/lib/knowledge/application/documents.test.ts b/apps/sim/lib/knowledge/application/documents.test.ts
index 2fed1fc8d9a..cbad2a97702 100644
--- a/apps/sim/lib/knowledge/application/documents.test.ts
+++ b/apps/sim/lib/knowledge/application/documents.test.ts
@@ -103,6 +103,7 @@ vi.mock('@/lib/uploads/server/metadata', () => ({
 vi.mock('@/lib/posthog/server', () => ({ captureServerEvent: mocks.captureServerEvent }))
 
 import { OrchestrationError } from '@/lib/core/orchestration/types'
+import { WORKSPACE_ACCESS_SCOPE } from '@/lib/knowledge/access/scope'
 import {
   bulkDeleteKnowledgeDocuments,
   createKnowledgeDocuments,
@@ -113,7 +114,11 @@ import {
   upsertKnowledgeDocument,
 } from '@/lib/knowledge/application/documents'
 
+/** Every mocked context carries the workspace read scope the resolvers would attach. */
+const knowledgeAccess = { get: async () => WORKSPACE_ACCESS_SCOPE }
+
 const context = {
+  access: knowledgeAccess,
   workspaceId: 'workspace-1',
   workspaceOrganizationId: null,
   allowPersonalApiKeys: true,
@@ -262,7 +267,8 @@ describe('knowledge document application use cases', () => {
     })
 
     expect(mocks.resolveKnowledgeBase).toHaveBeenCalledWith(
-      expect.objectContaining({ assertedWorkspaceId: 'workspace-1' })
+      expect.objectContaining({ assertedWorkspaceId: 'workspace-1' }),
+      expect.objectContaining({ kind: 'session' })
     )
     expect(mocks.resolvePermission.mock.invocationCallOrder[0]).toBeLessThan(
       mocks.getDocuments.mock.invocationCallOrder[0]
@@ -271,6 +277,7 @@ describe('knowledge document application use cases', () => {
 
   it('lets the owner list documents in a legacy personal knowledge base', async () => {
     mocks.resolveKnowledgeBase.mockResolvedValueOnce({
+      access: knowledgeAccess,
       workspaceId: undefined,
       legacyPersonalOwnerUserId: 'user-1',
       knowledgeBaseId: 'legacy-knowledge',
@@ -288,13 +295,15 @@ describe('knowledge document application use cases', () => {
     expect(mocks.getDocuments).toHaveBeenCalledWith(
       'legacy-knowledge',
       expect.any(Object),
-      expect.any(String)
+      expect.any(String),
+      WORKSPACE_ACCESS_SCOPE
     )
     expect(mocks.recordAudit).not.toHaveBeenCalled()
   })
 
   it('projects mutation audit entries for an owning legacy personal principal', async () => {
     mocks.resolveDocument.mockResolvedValueOnce({
+      access: knowledgeAccess,
       workspaceId: undefined,
       legacyPersonalOwnerUserId: 'user-1',
       knowledgeBaseId: 'legacy-knowledge',
@@ -326,6 +335,7 @@ describe('knowledge document application use cases', () => {
 
   it('conceals legacy personal documents from a non-owner', async () => {
     mocks.resolveKnowledgeBase.mockResolvedValueOnce({
+      access: knowledgeAccess,
       workspaceId: undefined,
       legacyPersonalOwnerUserId: 'user-1',
       knowledgeBaseId: 'legacy-knowledge',
@@ -511,7 +521,8 @@ describe('knowledge document application use cases', () => {
     expect(mocks.deleteDocument).toHaveBeenCalledWith(
       'knowledge-1',
       'document-1',
-      expect.any(String)
+      expect.any(String),
+      WORKSPACE_ACCESS_SCOPE
     )
     expect(mocks.recordAudit).toHaveBeenCalledWith(
       expect.objectContaining({
diff --git a/apps/sim/lib/knowledge/application/documents.ts b/apps/sim/lib/knowledge/application/documents.ts
index 1cefe262fe2..89e6af871df 100644
--- a/apps/sim/lib/knowledge/application/documents.ts
+++ b/apps/sim/lib/knowledge/application/documents.ts
@@ -1,4 +1,5 @@
 import { AuditAction, AuditResourceType } from '@sim/audit'
+import type { Principal } from '@sim/auth/principal'
 import { db } from '@sim/db'
 import { document as documentTable } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
@@ -285,8 +286,13 @@ export interface UpsertKnowledgeDocumentInput extends UploadKnowledgeDocumentAdm
  */
 export const listKnowledgeDocuments = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.listDocuments,
-  resolveContext: ({ input }: { input: ListKnowledgeDocumentsInput }) =>
-    resolveActiveKnowledgeResourceContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: ListKnowledgeDocumentsInput
+  }) => resolveActiveKnowledgeResourceContext(input, principal),
   async execute({ input, context }) {
     const limit = input.limit ?? 50
     const offset = input.offset ?? 0
@@ -316,7 +322,8 @@ export const listKnowledgeDocuments = defineAuthorizedKnowledgeUseCase({
         sortOrder: input.sortOrder,
         tagFilters: tagFilters.length > 0 ? tagFilters : undefined,
       },
-      generateRequestId()
+      generateRequestId(),
+      await context.access.get()
     )
     return {
       ...result,
@@ -330,8 +337,13 @@ export const listKnowledgeDocuments = defineAuthorizedKnowledgeUseCase({
 
 export const readKnowledgeDocument = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.readDocument,
-  resolveContext: ({ input }: { input: ReadKnowledgeDocumentInput }) =>
-    resolveActiveKnowledgeDocumentContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: ReadKnowledgeDocumentInput
+  }) => resolveActiveKnowledgeDocumentContext(input, principal),
   async execute({ context }: { context: ActiveKnowledgeDocumentContext }) {
     return {
       document: context.document,
@@ -343,8 +355,13 @@ export const readKnowledgeDocument = defineAuthorizedKnowledgeUseCase({
 
 export const admitKnowledgeDocumentUpload = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.uploadDocument,
-  resolveContext: ({ input }: { input: UploadKnowledgeDocumentAdmissionInput }) =>
-    resolveActiveKnowledgeBaseContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: UploadKnowledgeDocumentAdmissionInput
+  }) => resolveActiveKnowledgeBaseContext(input, principal),
   async execute({ principal, context }) {
     const billingAttribution = await resolveKnowledgeBillingAttribution(principal, context)
     const usage = await checkAttributedUsageLimits(billingAttribution)
@@ -363,8 +380,13 @@ export const admitKnowledgeDocumentUpload = defineAuthorizedKnowledgeUseCase({
 
 export const uploadKnowledgeDocument = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.uploadDocument,
-  resolveContext: ({ input }: { input: UploadKnowledgeDocumentInput }) =>
-    resolveActiveKnowledgeBaseContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: UploadKnowledgeDocumentInput
+  }) => resolveActiveKnowledgeBaseContext(input, principal),
   async execute({ principal, input, context }) {
     if (input.file.fileSize < 0 || input.file.fileSize > MAX_KNOWLEDGE_DOCUMENT_FILE_SIZE) {
       throw new OrchestrationError(
@@ -416,7 +438,7 @@ export const uploadKnowledgeDocument = defineAuthorizedKnowledgeUseCase({
       throw new Error('Knowledge document storage returned a path with an unexpected query')
     }
 
-    const registrationContext = await resolveActiveKnowledgeBaseContext(input)
+    const registrationContext = await resolveActiveKnowledgeBaseContext(input, principal)
     await authorizeWorkspaceOperation(
       principal,
       knowledgeOperations.uploadDocument,
@@ -476,8 +498,13 @@ export const uploadKnowledgeDocument = defineAuthorizedKnowledgeUseCase({
 
 export const createKnowledgeDocuments = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.uploadDocument,
-  resolveContext: ({ input }: { input: CreateKnowledgeDocumentsInput }) =>
-    resolveActiveKnowledgeResourceContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: CreateKnowledgeDocumentsInput
+  }) => resolveActiveKnowledgeResourceContext(input, principal),
   async execute({ principal, input, context, request }) {
     if (input.documents.length === 0) {
       throw new OrchestrationError('validation', 'No documents specified')
@@ -611,8 +638,13 @@ export const createKnowledgeDocuments = defineAuthorizedKnowledgeUseCase({
 
 export const upsertKnowledgeDocument = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.uploadDocument,
-  resolveContext: ({ input }: { input: UpsertKnowledgeDocumentInput }) =>
-    resolveActiveKnowledgeResourceContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: UpsertKnowledgeDocumentInput
+  }) => resolveActiveKnowledgeResourceContext(input, principal),
   async execute({ principal, input, context }) {
     const { billingAttribution, usage, userId } = await resolveKnowledgeUsageAdmission(
       principal,
@@ -731,13 +763,19 @@ export const upsertKnowledgeDocument = defineAuthorizedKnowledgeUseCase({
 
 export const deleteKnowledgeDocument = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.deleteDocument,
-  resolveContext: ({ input }: { input: DeleteKnowledgeDocumentInput }) =>
-    resolveActiveKnowledgeDocumentContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: DeleteKnowledgeDocumentInput
+  }) => resolveActiveKnowledgeDocumentContext(input, principal),
   async execute({ context }: { context: ActiveKnowledgeDocumentContext }) {
     await deleteKnowledgeDocumentInKnowledgeBase(
       context.knowledgeBaseId,
       context.documentId,
-      generateRequestId()
+      generateRequestId(),
+      await context.access.get()
     )
     return {
       id: context.documentId,
@@ -768,8 +806,10 @@ export const deleteKnowledgeDocument = defineAuthorizedKnowledgeUseCase({
 export const bulkDeleteKnowledgeDocuments = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.bulkDeleteDocuments,
   async resolveContext({
+    principal,
     input,
   }: {
+    principal: Principal
     input: BulkDeleteKnowledgeDocumentsInput
   }): Promise<BulkDeleteKnowledgeDocumentsContext> {
     const documentIds = requireBoundedKnowledgeBatch(
@@ -778,7 +818,7 @@ export const bulkDeleteKnowledgeDocuments = defineAuthorizedKnowledgeUseCase({
       BULK_DELETE_KNOWLEDGE_DOCUMENTS_COST_POLICY.maxItems
     )
     return {
-      ...(await resolveActiveKnowledgeResourceContext(input)),
+      ...(await resolveActiveKnowledgeResourceContext(input, principal)),
       documentIds,
     }
   },
@@ -794,11 +834,14 @@ export const bulkDeleteKnowledgeDocuments = defineAuthorizedKnowledgeUseCase({
     for (const documentId of context.documentIds) {
       if (input.cancellationSignal?.aborted) break
       try {
-        const canonical = await resolveCanonicalActiveKnowledgeDocumentContext({
-          knowledgeBaseId: context.knowledgeBaseId,
-          documentId,
-          assertedWorkspaceId: context.workspaceId,
-        })
+        const canonical = await resolveCanonicalActiveKnowledgeDocumentContext(
+          {
+            knowledgeBaseId: context.knowledgeBaseId,
+            documentId,
+            assertedWorkspaceId: context.workspaceId,
+          },
+          principal
+        )
         if (canonical.workspaceId) {
           await authorizeWorkspaceOperation(
             principal,
@@ -811,7 +854,8 @@ export const bulkDeleteKnowledgeDocuments = defineAuthorizedKnowledgeUseCase({
         await deleteKnowledgeDocumentInKnowledgeBase(
           canonical.knowledgeBaseId,
           canonical.documentId,
-          generateRequestId()
+          generateRequestId(),
+          await context.access.get()
         )
         deletedDocuments.push({
           id: canonical.documentId,
@@ -860,8 +904,13 @@ export const bulkDeleteKnowledgeDocuments = defineAuthorizedKnowledgeUseCase({
 
 export const updateKnowledgeDocument = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.updateDocument,
-  resolveContext: ({ input }: { input: UpdateKnowledgeDocumentInput }) =>
-    resolveCanonicalActiveKnowledgeDocumentContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: UpdateKnowledgeDocumentInput
+  }) => resolveCanonicalActiveKnowledgeDocumentContext(input, principal),
   async execute({ principal, input, context }) {
     if (input.markFailedDueToTimeout || input.retryProcessing) {
       const outcome = input.markFailedDueToTimeout
@@ -940,8 +989,13 @@ export const updateKnowledgeDocument = defineAuthorizedKnowledgeUseCase({
 
 export const bulkUpdateKnowledgeDocuments = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.bulkDocuments,
-  resolveContext: ({ input }: { input: BulkKnowledgeDocumentsInput }) =>
-    resolveActiveKnowledgeResourceContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: BulkKnowledgeDocumentsInput
+  }) => resolveActiveKnowledgeResourceContext(input, principal),
   async execute({ input, context }) {
     const result = input.selectAll
       ? await bulkDocumentOperationByFilter(
diff --git a/apps/sim/lib/knowledge/application/knowledge-bases.ts b/apps/sim/lib/knowledge/application/knowledge-bases.ts
index 7768e23e6d3..13c5cca04df 100644
--- a/apps/sim/lib/knowledge/application/knowledge-bases.ts
+++ b/apps/sim/lib/knowledge/application/knowledge-bases.ts
@@ -397,15 +397,25 @@ async function executeDeleteKnowledgeBase(args: {
 
 export const listKnowledgeBases = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.list,
-  resolveContext: ({ input }: { input: ListKnowledgeBasesInput }) =>
-    resolveKnowledgeWorkspaceContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: ListKnowledgeBasesInput
+  }) => resolveKnowledgeWorkspaceContext(input),
   execute: executeListKnowledgeBases,
 })
 
 export const listKnowledgeBaseCatalog = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.list,
-  resolveContext: ({ input }: { input: ListKnowledgeBasesInput }) =>
-    resolveKnowledgeWorkspaceContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: ListKnowledgeBasesInput
+  }) => resolveKnowledgeWorkspaceContext(input),
   async execute({ input, context }): Promise<ListKnowledgeBaseCatalogResult> {
     const result = await executeListKnowledgeBases({ input, context })
     const knowledgeBaseIds = result.knowledgeBases.map(({ knowledgeBase }) => knowledgeBase.id)
@@ -453,7 +463,13 @@ export const listKnowledgeBaseCatalog = defineAuthorizedKnowledgeUseCase({
  */
 export const restoreKnowledgeBase = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.restore,
-  resolveContext: ({ input }: { input: RestoreKnowledgeBaseInput }) =>
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: RestoreKnowledgeBaseInput
+  }) =>
     resolveArchivedKnowledgeBaseContext({
       knowledgeBaseId: input.knowledgeBaseId,
       assertedWorkspaceId: input.assertedWorkspaceId,
@@ -539,8 +555,13 @@ export const listInternalKnowledgeBases = {
 
 export const createKnowledgeBase = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.create,
-  resolveContext: ({ input }: { input: CreateKnowledgeBaseInput }) =>
-    resolveKnowledgeWorkspaceContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: CreateKnowledgeBaseInput
+  }) => resolveKnowledgeWorkspaceContext(input),
   execute: executeCreateKnowledgeBase,
   projectAudit: ({ input, result }) => ({
     action: AuditAction.KNOWLEDGE_BASE_CREATED,
@@ -561,15 +582,20 @@ export const createKnowledgeBase = defineAuthorizedKnowledgeUseCase({
 
 export const readKnowledgeBase = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.read,
-  resolveContext: ({ input }: { input: ReadKnowledgeBaseInput }) =>
-    resolveActiveKnowledgeBaseContext(input),
+  resolveContext: ({ principal, input }: { principal: Principal; input: ReadKnowledgeBaseInput }) =>
+    resolveActiveKnowledgeBaseContext(input, principal),
   execute: executeReadKnowledgeBase,
 })
 
 export const updateKnowledgeBaseOperation = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.update,
-  resolveContext: ({ input }: { input: UpdateKnowledgeBaseInput }) =>
-    resolveActiveKnowledgeBaseContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: UpdateKnowledgeBaseInput
+  }) => resolveActiveKnowledgeBaseContext(input, principal),
   execute: executeUpdateKnowledgeBase,
   projectAudit: ({ input, result }) => ({
     action: AuditAction.KNOWLEDGE_BASE_UPDATED,
@@ -588,8 +614,13 @@ export const updateKnowledgeBaseOperation = defineAuthorizedKnowledgeUseCase({
 
 export const deleteKnowledgeBaseOperation = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.delete,
-  resolveContext: ({ input }: { input: DeleteKnowledgeBaseInput }) =>
-    resolveActiveKnowledgeBaseContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: DeleteKnowledgeBaseInput
+  }) => resolveActiveKnowledgeBaseContext(input, principal),
   execute: executeDeleteKnowledgeBase,
   projectAudit: ({ input, result }) => ({
     action: AuditAction.KNOWLEDGE_BASE_DELETED,
@@ -628,10 +659,13 @@ export const bulkDeleteKnowledgeBases = defineAuthorizedKnowledgeUseCase({
       if (input.cancellationSignal?.aborted) break
       let knowledgeBaseName = knowledgeBaseId
       try {
-        const canonical = await resolveActiveKnowledgeBaseContext({
-          knowledgeBaseId,
-          assertedWorkspaceId: context.workspaceId,
-        })
+        const canonical = await resolveActiveKnowledgeBaseContext(
+          {
+            knowledgeBaseId,
+            assertedWorkspaceId: context.workspaceId,
+          },
+          principal
+        )
         knowledgeBaseName = canonical.knowledgeBase.name
         await authorizeWorkspaceOperation(principal, knowledgeOperations.bulkDelete, canonical, {
           delegation: knowledgeDelegationPolicy,
diff --git a/apps/sim/lib/knowledge/application/search.ts b/apps/sim/lib/knowledge/application/search.ts
index c4d492820ac..9654e20007d 100644
--- a/apps/sim/lib/knowledge/application/search.ts
+++ b/apps/sim/lib/knowledge/application/search.ts
@@ -1,3 +1,4 @@
+import type { Principal } from '@sim/auth/principal'
 import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
 import { checkActorUsageLimits } from '@/lib/billing/calculations/usage-monitor'
@@ -19,6 +20,8 @@ import {
   isDurableSecretProvenanceEnforced,
   reportUnrecordedDurableProvenance,
 } from '@/lib/execution/durable-secret-provenance-enforcement'
+import { createKnowledgeAccessProvider } from '@/lib/knowledge/access/scope'
+import type { KnowledgeAccessProvider } from '@/lib/knowledge/access/types'
 import { defineAuthorizedKnowledgeUseCase } from '@/lib/knowledge/application/authorized-knowledge-use-case'
 import {
   KnowledgeUsageLimitExceededError,
@@ -101,6 +104,8 @@ export interface SearchKnowledgeInput {
 
 type KnowledgeSearchContext = KnowledgeResourceContext & {
   knowledgeBases: KnowledgeBaseWithCounts[]
+  /** What the caller may read across the searched bases; resolved from the principal, never from input. */
+  access: KnowledgeAccessProvider
 }
 
 export interface KnowledgeSearchItem {
@@ -141,11 +146,14 @@ export interface SearchKnowledgeResult {
   cost?: KnowledgeSearchCost
   workspaceId?: string
   userId: string
+  /** Whether results were filtered as a person or as the workspace; telemetry only, never presented. */
+  accessScopeKind: 'user' | 'workspace'
   resultSecretRegistry?: ResolvedSecretTraceRegistry
 }
 
 async function resolveKnowledgeSearchContext(
-  input: SearchKnowledgeInput
+  input: SearchKnowledgeInput,
+  principal: Principal
 ): Promise<KnowledgeSearchContext> {
   if (
     input.knowledgeBaseIds.length < 1 ||
@@ -202,6 +210,7 @@ async function resolveKnowledgeSearchContext(
       workspaceId: undefined,
       legacyPersonalOwnerUserId,
       knowledgeBases: knowledgeBases as KnowledgeBaseWithCounts[],
+      access: createKnowledgeAccessProvider(principal, {}),
     }
   }
   const workspaceContext = await resolveKnowledgeWorkspaceContext({
@@ -210,13 +219,14 @@ async function resolveKnowledgeSearchContext(
   return {
     ...workspaceContext,
     knowledgeBases: knowledgeBases as KnowledgeBaseWithCounts[],
+    access: createKnowledgeAccessProvider(principal, { workspaceId: canonicalWorkspaceId }),
   }
 }
 
 export const searchKnowledge = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.search,
-  resolveContext: ({ input }: { input: SearchKnowledgeInput }) =>
-    resolveKnowledgeSearchContext(input),
+  resolveContext: ({ principal, input }: { principal: Principal; input: SearchKnowledgeInput }) =>
+    resolveKnowledgeSearchContext(input, principal),
   async execute({ principal, input, context }) {
     const requestId = generateRequestId()
     const hasQuery = Boolean(input.query?.trim())
@@ -276,6 +286,8 @@ export const searchKnowledge = defineAuthorizedKnowledgeUseCase({
           generateSearchEmbedding(input.query!, embeddingModel, context.workspaceId)
         )
       : Promise.resolve(null)
+    /** Resolved alongside the embedding call; both are needed before the first leg runs. */
+    const accessPromise = context.access.get()
     const useReranker = Boolean(input.rerankerEnabled && hasQuery)
     const candidateTopK = useReranker
       ? input.rerankerInputCount !== undefined
@@ -285,9 +297,11 @@ export const searchKnowledge = defineAuthorizedKnowledgeUseCase({
           )
         : Math.min(KNOWLEDGE_SEARCH_COST_POLICY.maxTopK, input.topK * 4)
       : input.topK
+    const access = await accessPromise
     let rows = await executeKnowledgeSearch({
       knowledgeBaseIds,
       topK: candidateTopK,
+      access,
       searchMode: input.searchMode ?? 'vector',
       query: input.query,
       queryVector: hasQuery
@@ -462,7 +476,10 @@ export const searchKnowledge = defineAuthorizedKnowledgeUseCase({
     const tagMaps = new Map(tagDefinitionEntries)
     const basicDocumentMetadata = provenanceSnapshot
       ? {}
-      : await getDocumentMetadataByIds(rows.map((row) => row.documentId))
+      : await getDocumentMetadataByIds(
+          rows.map((row) => row.documentId),
+          access
+        )
     const results = rows.map((row): KnowledgeSearchItem => {
       const metadata: Record<string, unknown> = {}
       const tagMap = tagMaps.get(row.knowledgeBaseId)
@@ -563,6 +580,7 @@ export const searchKnowledge = defineAuthorizedKnowledgeUseCase({
       cost,
       ...(context.workspaceId ? { workspaceId: context.workspaceId } : {}),
       userId,
+      accessScopeKind: access.kind,
       resultSecretRegistry: registry,
     }
   },
@@ -571,6 +589,7 @@ export const searchKnowledge = defineAuthorizedKnowledgeUseCase({
       knowledgeBaseId: result.knowledgeBaseId,
       resultsCount: result.totalResults,
       workspaceId: context.workspaceId,
+      accessScopeKind: result.accessScopeKind,
     })
   },
 })
diff --git a/apps/sim/lib/knowledge/application/tags.test.ts b/apps/sim/lib/knowledge/application/tags.test.ts
index a0695189cff..19101ed687f 100644
--- a/apps/sim/lib/knowledge/application/tags.test.ts
+++ b/apps/sim/lib/knowledge/application/tags.test.ts
@@ -59,6 +59,7 @@ vi.mock('@/lib/knowledge/tags/service', () => ({
   deleteAllTagDefinitions: mocks.deleteAllTags,
 }))
 
+import { WORKSPACE_ACCESS_SCOPE } from '@/lib/knowledge/access/scope'
 import {
   createKnowledgeTag,
   deleteKnowledgeDocumentTagDefinitions,
@@ -70,7 +71,11 @@ import {
   updateKnowledgeTag,
 } from '@/lib/knowledge/application/tags'
 
+/** Every mocked context carries the workspace read scope the resolvers would attach. */
+const knowledgeAccess = { get: async () => WORKSPACE_ACCESS_SCOPE }
+
 const crossWorkspaceContext = {
+  access: knowledgeAccess,
   workspaceId: 'workspace-b',
   workspaceOrganizationId: null,
   allowPersonalApiKeys: true,
@@ -589,7 +594,8 @@ describe('knowledge tag application use cases', () => {
     })
 
     expect(mocks.resolveKnowledgeBase).toHaveBeenCalledWith(
-      expect.objectContaining({ knowledgeBaseId: 'knowledge-b' })
+      expect.objectContaining({ knowledgeBaseId: 'knowledge-b' }),
+      expect.objectContaining({ kind: 'session' })
     )
     expect(mocks.resolveDocument).not.toHaveBeenCalled()
     expect(mocks.recordAudit).toHaveBeenCalledWith(
diff --git a/apps/sim/lib/knowledge/application/tags.ts b/apps/sim/lib/knowledge/application/tags.ts
index 8c3251f6dc5..d9a88888c72 100644
--- a/apps/sim/lib/knowledge/application/tags.ts
+++ b/apps/sim/lib/knowledge/application/tags.ts
@@ -1,4 +1,5 @@
 import { AuditAction, AuditResourceType } from '@sim/audit'
+import type { Principal } from '@sim/auth/principal'
 import { getPostgresConstraintName, getPostgresErrorCode } from '@sim/utils/errors'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { generateRequestId } from '@/lib/core/utils/request'
@@ -133,8 +134,8 @@ function tagUniquenessConflict(error: unknown): never {
 
 export const listKnowledgeTags = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.listTags,
-  resolveContext: ({ input }: { input: ListKnowledgeTagsInput }) =>
-    resolveActiveKnowledgeResourceContext(input),
+  resolveContext: ({ principal, input }: { principal: Principal; input: ListKnowledgeTagsInput }) =>
+    resolveActiveKnowledgeResourceContext(input, principal),
   async execute({ context }) {
     return { tagDefinitions: await getDocumentTagDefinitions(context.knowledgeBaseId) }
   },
@@ -142,8 +143,13 @@ export const listKnowledgeTags = defineAuthorizedKnowledgeUseCase({
 
 export const createKnowledgeTag = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.createTag,
-  resolveContext: ({ input }: { input: CreateKnowledgeTagInput }) =>
-    resolveActiveKnowledgeResourceContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: CreateKnowledgeTagInput
+  }) => resolveActiveKnowledgeResourceContext(input, principal),
   async execute({ input, context }): Promise<{
     tagDefinition: TagDefinition
     knowledgeBaseId: string
@@ -222,8 +228,13 @@ export const createKnowledgeTag = defineAuthorizedKnowledgeUseCase({
 
 export const updateKnowledgeTag = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.updateTag,
-  resolveContext: ({ input }: { input: UpdateKnowledgeTagInput }) =>
-    resolveActiveKnowledgeTagContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: UpdateKnowledgeTagInput
+  }) => resolveActiveKnowledgeTagContext(input, principal),
   async execute({ input, context }): Promise<{
     tagDefinition: TagDefinition
     knowledgeBaseId: string
@@ -308,8 +319,13 @@ export const updateKnowledgeTag = defineAuthorizedKnowledgeUseCase({
 
 export const deleteKnowledgeTag = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.deleteTag,
-  resolveContext: ({ input }: { input: DeleteKnowledgeTagInput }) =>
-    resolveActiveKnowledgeTagContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: DeleteKnowledgeTagInput
+  }) => resolveActiveKnowledgeTagContext(input, principal),
   async execute({ context }) {
     const deleted = await deleteTagDefinition(
       context.knowledgeBaseId,
@@ -335,8 +351,8 @@ export const deleteKnowledgeTag = defineAuthorizedKnowledgeUseCase({
 
 export const readKnowledgeTagUsage = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.readTagUsage,
-  resolveContext: ({ input }: { input: ListKnowledgeTagsInput }) =>
-    resolveActiveKnowledgeResourceContext(input),
+  resolveContext: ({ principal, input }: { principal: Principal; input: ListKnowledgeTagsInput }) =>
+    resolveActiveKnowledgeResourceContext(input, principal),
   async execute({ context }) {
     return { usage: await getTagUsageStats(context.knowledgeBaseId, generateRequestId()) }
   },
@@ -344,17 +360,28 @@ export const readKnowledgeTagUsage = defineAuthorizedKnowledgeUseCase({
 
 export const readDetailedKnowledgeTagUsage = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.readDetailedTagUsage,
-  resolveContext: ({ input }: { input: ListKnowledgeTagsInput }) =>
-    resolveActiveKnowledgeResourceContext(input),
+  resolveContext: ({ principal, input }: { principal: Principal; input: ListKnowledgeTagsInput }) =>
+    resolveActiveKnowledgeResourceContext(input, principal),
   async execute({ context }) {
-    return { usage: await getTagUsage(context.knowledgeBaseId, generateRequestId()) }
+    return {
+      usage: await getTagUsage(
+        context.knowledgeBaseId,
+        generateRequestId(),
+        await context.access.get()
+      ),
+    }
   },
 })
 
 export const readNextKnowledgeTagSlot = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.readNextTagSlot,
-  resolveContext: ({ input }: { input: ReadNextKnowledgeTagSlotInput }) =>
-    resolveActiveKnowledgeResourceContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: ReadNextKnowledgeTagSlotInput
+  }) => resolveActiveKnowledgeResourceContext(input, principal),
   async execute({ input, context }) {
     const fieldType = SUPPORTED_FIELD_TYPES.find((supported) => supported === input.fieldType)
     if (!fieldType) {
@@ -391,8 +418,13 @@ export const readNextKnowledgeTagSlot = defineAuthorizedKnowledgeUseCase({
 
 export const listKnowledgeDocumentTagDefinitions = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.listTags,
-  resolveContext: ({ input }: { input: KnowledgeDocumentTagDefinitionsInput }) =>
-    resolveCanonicalActiveKnowledgeDocumentContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: KnowledgeDocumentTagDefinitionsInput
+  }) => resolveCanonicalActiveKnowledgeDocumentContext(input, principal),
   async execute({ context }) {
     return { tagDefinitions: await getDocumentTagDefinitions(context.knowledgeBaseId) }
   },
@@ -408,8 +440,13 @@ export const listKnowledgeDocumentTagDefinitions = defineAuthorizedKnowledgeUseC
  */
 export const saveKnowledgeDocumentTagDefinitions = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.saveDocumentTagDefinitions,
-  resolveContext: ({ input }: { input: SaveKnowledgeDocumentTagDefinitionsInput }) =>
-    resolveActiveKnowledgeResourceContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: SaveKnowledgeDocumentTagDefinitionsInput
+  }) => resolveActiveKnowledgeResourceContext(input, principal),
   async execute({ input, context }) {
     for (const definition of input.definitions) {
       if (!(SUPPORTED_FIELD_TYPES as readonly string[]).includes(definition.fieldType)) {
@@ -450,8 +487,13 @@ export const saveKnowledgeDocumentTagDefinitions = defineAuthorizedKnowledgeUseC
  */
 export const deleteKnowledgeDocumentTagDefinitions = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.deleteDocumentTagDefinitions,
-  resolveContext: ({ input }: { input: DeleteKnowledgeDocumentTagDefinitionsInput }) =>
-    resolveActiveKnowledgeResourceContext(input),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: DeleteKnowledgeDocumentTagDefinitionsInput
+  }) => resolveActiveKnowledgeResourceContext(input, principal),
   async execute({ input, context }) {
     if (input.action === 'cleanup') {
       return {
diff --git a/apps/sim/lib/knowledge/application/upload-sessions.ts b/apps/sim/lib/knowledge/application/upload-sessions.ts
index 7abafbfe954..67789d30112 100644
--- a/apps/sim/lib/knowledge/application/upload-sessions.ts
+++ b/apps/sim/lib/knowledge/application/upload-sessions.ts
@@ -88,11 +88,20 @@ export interface CompleteKnowledgeDocumentUploadResult {
 
 export const createKnowledgeDocumentUpload = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.uploadCreate,
-  resolveContext: ({ input }: { input: CreateKnowledgeDocumentUploadInput }) =>
-    resolveActiveKnowledgeBaseContext({
-      knowledgeBaseId: input.knowledgeBaseId,
-      assertedWorkspaceId: input.assertedWorkspaceId,
-    }),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: CreateKnowledgeDocumentUploadInput
+  }) =>
+    resolveActiveKnowledgeBaseContext(
+      {
+        knowledgeBaseId: input.knowledgeBaseId,
+        assertedWorkspaceId: input.assertedWorkspaceId,
+      },
+      principal
+    ),
   async execute({ principal, input, context, request }) {
     if (!request) throw new Error('Knowledge upload creation requires a request context')
     const billingAttribution = await resolveKnowledgeBillingAttribution(principal, context)
@@ -140,11 +149,20 @@ export const createKnowledgeDocumentUpload = defineAuthorizedKnowledgeUseCase({
 
 export const issueKnowledgeDocumentUploadParts = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.uploadParts,
-  resolveContext: ({ input }: { input: IssueKnowledgeDocumentUploadPartsInput }) =>
-    resolveActiveKnowledgeBaseContext({
-      knowledgeBaseId: input.knowledgeBaseId,
-      assertedWorkspaceId: input.assertedWorkspaceId,
-    }),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: IssueKnowledgeDocumentUploadPartsInput
+  }) =>
+    resolveActiveKnowledgeBaseContext(
+      {
+        knowledgeBaseId: input.knowledgeBaseId,
+        assertedWorkspaceId: input.assertedWorkspaceId,
+      },
+      principal
+    ),
   async execute({ principal, input, context, request }) {
     if (!request) throw new Error('Knowledge upload part issuance requires a request context')
     const session = await loadBoundKnowledgeDocumentUpload(principal, input, context)
@@ -161,11 +179,20 @@ export const issueKnowledgeDocumentUploadParts = defineAuthorizedKnowledgeUseCas
 
 export const cancelKnowledgeDocumentUpload = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.uploadCancel,
-  resolveContext: ({ input }: { input: KnowledgeDocumentUploadControlInput }) =>
-    resolveActiveKnowledgeBaseContext({
-      knowledgeBaseId: input.knowledgeBaseId,
-      assertedWorkspaceId: input.assertedWorkspaceId,
-    }),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: KnowledgeDocumentUploadControlInput
+  }) =>
+    resolveActiveKnowledgeBaseContext(
+      {
+        knowledgeBaseId: input.knowledgeBaseId,
+        assertedWorkspaceId: input.assertedWorkspaceId,
+      },
+      principal
+    ),
   async execute({ principal, input, context }) {
     const session = await loadBoundKnowledgeDocumentUpload(principal, input, context)
     await reauthorizeKnowledgeDocumentUpload(principal, session, knowledgeOperations.uploadCancel)
@@ -183,11 +210,20 @@ export const cancelKnowledgeDocumentUpload = defineAuthorizedKnowledgeUseCase({
 
 export const completeKnowledgeDocumentUpload = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.uploadComplete,
-  resolveContext: ({ input }: { input: CompleteKnowledgeDocumentUploadInput }) =>
-    resolveActiveKnowledgeBaseContext({
-      knowledgeBaseId: input.knowledgeBaseId,
-      assertedWorkspaceId: input.assertedWorkspaceId,
-    }),
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: CompleteKnowledgeDocumentUploadInput
+  }) =>
+    resolveActiveKnowledgeBaseContext(
+      {
+        knowledgeBaseId: input.knowledgeBaseId,
+        assertedWorkspaceId: input.assertedWorkspaceId,
+      },
+      principal
+    ),
   async execute({
     principal,
     input,
@@ -446,10 +482,13 @@ async function reauthorizeKnowledgeDocumentUpload(
     throw new OrchestrationError('not_found', 'Upload session not found')
   }
   assertUploadSessionAuthBinding(session, principal)
-  const context = await resolveActiveKnowledgeBaseContext({
-    knowledgeBaseId: session.knowledgeBaseId,
-    assertedWorkspaceId: session.workspaceId,
-  })
+  const context = await resolveActiveKnowledgeBaseContext(
+    {
+      knowledgeBaseId: session.knowledgeBaseId,
+      assertedWorkspaceId: session.workspaceId,
+    },
+    principal
+  )
   await authorizeWorkspaceOperation(principal, operation, context, {
     delegation: knowledgeDelegationPolicy,
   })
diff --git a/apps/sim/lib/knowledge/chunks/keyset-sql.test.ts b/apps/sim/lib/knowledge/chunks/keyset-sql.test.ts
index d545ed7e60c..36975a6b6c9 100644
--- a/apps/sim/lib/knowledge/chunks/keyset-sql.test.ts
+++ b/apps/sim/lib/knowledge/chunks/keyset-sql.test.ts
@@ -9,6 +9,8 @@ import { beforeEach, describe, expect, it, vi } from 'vitest'
 vi.unmock('@sim/db/schema')
 vi.unmock('drizzle-orm')
 
+import { WORKSPACE_ACCESS_SCOPE } from '@/lib/knowledge/access/scope'
+import { SYSTEM_ACCESS_SCOPE } from '@/lib/knowledge/access/system'
 import { queryChunks } from '@/lib/knowledge/chunks/service'
 import type { ChunkSortBy } from '@/lib/knowledge/chunks/types'
 
@@ -39,7 +41,8 @@ async function readPageSql(sortBy: ChunkSortBy, sortOrder: 'asc' | 'desc', curso
   await queryChunks(
     'document-1',
     { sortBy, sortOrder, limit: 10, cursorKeys: cursorKeys as never },
-    'request-1'
+    'request-1',
+    SYSTEM_ACCESS_SCOPE
   )
   return {
     where: render(dbChainMockFns.where.mock.calls[0]?.[0]),
@@ -90,10 +93,18 @@ describe('chunk list generated SQL', () => {
   )
 
   it('binds a search term with its LIKE wildcards escaped', async () => {
-    await queryChunks('document-1', { search: '100%_raw\\' }, 'request-1')
+    await queryChunks('document-1', { search: '100%_raw\\' }, 'request-1', SYSTEM_ACCESS_SCOPE)
 
     const where = render(dbChainMockFns.where.mock.calls[0]?.[0])
     expect(where.sql).toContain('"embedding"."content" ilike $')
     expect(where.params).toContain('%100\\%\\_raw\\\\%')
   })
+
+  it('binds the caller access tokens as scalars against the document acl', async () => {
+    await queryChunks('document-1', {}, 'request-1', WORKSPACE_ACCESS_SCOPE)
+
+    const where = render(dbChainMockFns.where.mock.calls[0]?.[0])
+    expect(where.sql).toContain('"document"."acl" && ARRAY[$2, $3]::text[]')
+    expect(where.params).toEqual(['document-1', 'pub', 'ws'])
+  })
 })
diff --git a/apps/sim/lib/knowledge/chunks/service.ts b/apps/sim/lib/knowledge/chunks/service.ts
index 8dd509a5c05..6016be05265 100644
--- a/apps/sim/lib/knowledge/chunks/service.ts
+++ b/apps/sim/lib/knowledge/chunks/service.ts
@@ -15,6 +15,8 @@ import {
   textKey,
 } from '@/lib/api/list-query'
 import type { DurableSecretProvenance } from '@/lib/execution/durable-secret-provenance'
+import { knowledgeAccessCondition } from '@/lib/knowledge/access/predicate'
+import type { KnowledgeAccessScope } from '@/lib/knowledge/access/types'
 import type {
   BatchOperationResult,
   ChunkData,
@@ -76,7 +78,8 @@ const CHUNK_SORTS = {
 export async function queryChunks(
   documentId: string,
   filters: ChunkFilters,
-  requestId: string
+  requestId: string,
+  access: KnowledgeAccessScope
 ): Promise<ChunkQueryResult> {
   const {
     search,
@@ -89,7 +92,12 @@ export async function queryChunks(
   } = filters
   const keys = CHUNK_SORTS[sortBy]
 
-  const conditions = [eq(embedding.documentId, documentId)]
+  /**
+   * The document context that reached here was already loaded under the same
+   * scope; the join repeats the check at the row so a revocation between the
+   * two reads still hides the content.
+   */
+  const conditions = [eq(embedding.documentId, documentId), knowledgeAccessCondition(access)]
 
   if (enabled === 'true') {
     conditions.push(eq(embedding.enabled, true))
@@ -130,6 +138,7 @@ export async function queryChunks(
       updatedAt: embedding.updatedAt,
     })
     .from(embedding)
+    .innerJoin(document, eq(embedding.documentId, document.id))
     .where(and(...pageConditions))
     .orderBy(...listOrderBy(keysetColumns(keys), sortOrder))
     .limit(limit + 1)
@@ -138,6 +147,7 @@ export async function queryChunks(
   const totalCount = await db
     .select({ count: sql`count(*)` })
     .from(embedding)
+    .innerJoin(document, eq(embedding.documentId, document.id))
     .where(and(...conditions))
 
   const page = keysetPage(keys, rows as ChunkData[], limit)
diff --git a/apps/sim/lib/knowledge/documents/processing-outbox-handler.test.ts b/apps/sim/lib/knowledge/documents/processing-outbox-handler.test.ts
index 343402fa360..1520b443b76 100644
--- a/apps/sim/lib/knowledge/documents/processing-outbox-handler.test.ts
+++ b/apps/sim/lib/knowledge/documents/processing-outbox-handler.test.ts
@@ -21,6 +21,7 @@ vi.mock('@/lib/knowledge/documents/processing-claim', () => ({
 
 import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
 import type { OutboxEventContext } from '@/lib/core/outbox/service'
+import { SYSTEM_ACCESS_SCOPE } from '@/lib/knowledge/access/system'
 import { KNOWLEDGE_DOCUMENT_PROCESSING_OUTBOX_EVENT } from '@/lib/knowledge/documents/processing-outbox-event'
 import { knowledgeDocumentProcessingOutboxHandlers } from '@/lib/knowledge/documents/processing-outbox-handler'
 
@@ -87,7 +88,11 @@ describe('knowledge document processing outbox handler', () => {
   it('dispatches the authoritative document with the stable outbox event id', async () => {
     await handler()(PAYLOAD, createContext('outbox-event-stable'))
 
-    expect(mocks.getKnowledgeDocument).toHaveBeenCalledWith('knowledge-base-1', 'document-1')
+    expect(mocks.getKnowledgeDocument).toHaveBeenCalledWith(
+      'knowledge-base-1',
+      'document-1',
+      SYSTEM_ACCESS_SCOPE
+    )
     expect(mocks.processDocumentsWithQueue).toHaveBeenCalledWith(
       [
         {
diff --git a/apps/sim/lib/knowledge/documents/processing-outbox-handler.ts b/apps/sim/lib/knowledge/documents/processing-outbox-handler.ts
index c008680600c..5d58347fe7a 100644
--- a/apps/sim/lib/knowledge/documents/processing-outbox-handler.ts
+++ b/apps/sim/lib/knowledge/documents/processing-outbox-handler.ts
@@ -1,5 +1,6 @@
 import { assertBillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
 import type { OutboxHandler, OutboxHandlerRegistry } from '@/lib/core/outbox/service'
+import { SYSTEM_ACCESS_SCOPE } from '@/lib/knowledge/access/system'
 import { reclaimStaleDocumentProcessingClaim } from '@/lib/knowledge/documents/processing-claim'
 import {
   KNOWLEDGE_DOCUMENT_PROCESSING_OUTBOX_EVENT,
@@ -58,7 +59,12 @@ function parsePayload(payload: unknown): KnowledgeDocumentProcessingOutboxPayloa
 const processKnowledgeDocument: OutboxHandler<unknown> = async (rawPayload, context) => {
   const payload = parsePayload(rawPayload)
   context.signal.throwIfAborted()
-  const document = await getKnowledgeDocument(payload.knowledgeBaseId, payload.documentId)
+  /** A background job processing the row it was dispatched for; no principal is involved. */
+  const document = await getKnowledgeDocument(
+    payload.knowledgeBaseId,
+    payload.documentId,
+    SYSTEM_ACCESS_SCOPE
+  )
   if (!document || document.processingStatus === 'completed') return
   if (document.processingStatus === 'processing') {
     const reclaimed = await reclaimStaleDocumentProcessingClaim({
diff --git a/apps/sim/lib/knowledge/documents/service.ts b/apps/sim/lib/knowledge/documents/service.ts
index 164d71b04a2..643dbd96677 100644
--- a/apps/sim/lib/knowledge/documents/service.ts
+++ b/apps/sim/lib/knowledge/documents/service.ts
@@ -76,6 +76,9 @@ import {
   EXACT_EMPTY_DURABLE_SECRET_PROVENANCE,
   mergeDurableSecretProvenance,
 } from '@/lib/execution/durable-secret-provenance'
+import { knowledgeAccessCondition } from '@/lib/knowledge/access/predicate'
+import type { SystemAccessScope } from '@/lib/knowledge/access/system'
+import type { KnowledgeAccessScope } from '@/lib/knowledge/access/types'
 import {
   assertDocumentChunkCountWithinLimit,
   isPermanentDocumentProcessingError,
@@ -2341,7 +2344,8 @@ export async function getDocuments(
     sortOrder?: SortOrder
     tagFilters?: TagFilterCondition[]
   },
-  requestId: string
+  requestId: string,
+  access: KnowledgeAccessScope | SystemAccessScope
 ): Promise<{
   documents: Array<{
     id: string
@@ -2402,6 +2406,7 @@ export async function getDocuments(
     eq(document.userExcluded, false),
     isNull(document.archivedAt),
     isNull(document.deletedAt),
+    knowledgeAccessCondition(access),
   ]
 
   if (enabledFilter === 'enabled') {
@@ -2555,10 +2560,15 @@ export type ActiveKnowledgeDocument = typeof document.$inferSelect & {
   connectorType: string | null
 }
 
-/** Loads one visible document and its connector metadata for every API adapter. */
+/**
+ * Loads one visible document and its connector metadata for every API adapter.
+ * A document the caller may not read is reported as absent, the same as one
+ * that does not exist, so no surface can confirm a restricted document exists.
+ */
 export async function getKnowledgeDocument(
   knowledgeBaseId: string,
-  documentId: string
+  documentId: string,
+  access: KnowledgeAccessScope | SystemAccessScope
 ): Promise<ActiveKnowledgeDocument | null> {
   const [row] = await db
     .select({
@@ -2573,7 +2583,8 @@ export async function getKnowledgeDocument(
         eq(document.knowledgeBaseId, knowledgeBaseId),
         eq(document.userExcluded, false),
         isNull(document.archivedAt),
-        isNull(document.deletedAt)
+        isNull(document.deletedAt),
+        knowledgeAccessCondition(access)
       )
     )
     .limit(1)
@@ -2583,7 +2594,8 @@ export async function getKnowledgeDocument(
 
 /** Loads one visible document by its canonical ID before any asserted parent is trusted. */
 export async function getKnowledgeDocumentById(
-  documentId: string
+  documentId: string,
+  access: KnowledgeAccessScope | SystemAccessScope
 ): Promise<ActiveKnowledgeDocument | null> {
   const [row] = await db
     .select({
@@ -2597,7 +2609,8 @@ export async function getKnowledgeDocumentById(
         eq(document.id, documentId),
         eq(document.userExcluded, false),
         isNull(document.archivedAt),
-        isNull(document.deletedAt)
+        isNull(document.deletedAt),
+        knowledgeAccessCondition(access)
       )
     )
     .limit(1)
@@ -3964,9 +3977,10 @@ export async function deleteDocument(
 export async function deleteKnowledgeDocumentInKnowledgeBase(
   knowledgeBaseId: string,
   documentId: string,
-  requestId: string
+  requestId: string,
+  access: KnowledgeAccessScope
 ): Promise<void> {
-  const current = await getKnowledgeDocument(knowledgeBaseId, documentId)
+  const current = await getKnowledgeDocument(knowledgeBaseId, documentId, access)
   if (!current) throw new OrchestrationError('not_found', 'Document not found')
   const affected = await deleteDocumentsByLifecyclePolicy([documentId], requestId, knowledgeBaseId)
   if (affected !== 1) throw new OrchestrationError('not_found', 'Document not found')
diff --git a/apps/sim/lib/knowledge/documents/tag-filter.test.ts b/apps/sim/lib/knowledge/documents/tag-filter.test.ts
index 94afd17c221..316a1a46b74 100644
--- a/apps/sim/lib/knowledge/documents/tag-filter.test.ts
+++ b/apps/sim/lib/knowledge/documents/tag-filter.test.ts
@@ -2,6 +2,7 @@
  * @vitest-environment node
  */
 import { describe, expect, it } from 'vitest'
+import { WORKSPACE_ACCESS_SCOPE } from '@/lib/knowledge/access/scope'
 import { getDocuments } from '@/lib/knowledge/documents/service'
 import { buildTagFilterCondition } from '@/lib/knowledge/documents/tag-filter'
 import { validateTagValue } from '@/lib/knowledge/tags/utils'
@@ -233,7 +234,8 @@ describe('getDocuments tag filters', () => {
             { tagSlot: 'not_a_real_slot', fieldType: 'text', operator: 'eq', value: 'x' },
           ],
         },
-        'req-1'
+        'req-1',
+        WORKSPACE_ACCESS_SCOPE
       )
     ).rejects.toThrow(/Tag filter on slot "not_a_real_slot" could not be applied/)
   })
diff --git a/apps/sim/lib/knowledge/search/queries.ts b/apps/sim/lib/knowledge/search/queries.ts
index 9136a80a9d8..ec70b12ce92 100644
--- a/apps/sim/lib/knowledge/search/queries.ts
+++ b/apps/sim/lib/knowledge/search/queries.ts
@@ -3,6 +3,8 @@ import { document, embedding } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
 import { and, eq, inArray, isNull, type SQL, sql } from 'drizzle-orm'
+import { knowledgeAccessCondition } from '@/lib/knowledge/access/predicate'
+import type { KnowledgeAccessScope } from '@/lib/knowledge/access/types'
 import {
   coerceTagFilterValue,
   escapeLikePattern,
@@ -12,6 +14,47 @@ import type { StructuredFilter } from '@/lib/knowledge/types'
 
 const logger = createLogger('KnowledgeSearchQueries')
 
+/** SQLSTATE for an unrecognised configuration parameter — pgvector older than 0.8. */
+const UNDEFINED_OBJECT_SQLSTATE = '42704'
+
+/** How long to stop trying the iterative-scan settings after the server rejected them. */
+const HNSW_SETTINGS_UNSUPPORTED_RETRY_MS = 10 * 60 * 1000
+
+let hnswSettingsUnsupportedUntil = 0
+
+type SearchExecutor = Pick<typeof db, 'select'>
+
+/**
+ * Runs a vector leg with pgvector's iterative HNSW scan enabled. A plain scan
+ * yields at most `hnsw.ef_search` candidates before the access predicate is
+ * applied, so a caller who may see a small share of a base gets fewer rows
+ * than asked for; `relaxed_order` keeps scanning until the limit is met. The
+ * settings are transaction-local, which needs a transaction: under PgBouncer
+ * transaction pooling a bare `SET LOCAL` is a no-op. Servers without the
+ * setting (pgvector < 0.8) reject it with 42704; the leg then runs unscoped
+ * and the attempt is retried after a while so an upgrade is picked up.
+ */
+async function withVectorScanSettings<T>(
+  run: (executor: SearchExecutor) => Promise<T>
+): Promise<T> {
+  if (Date.now() < hnswSettingsUnsupportedUntil) return run(db)
+  try {
+    return await db.transaction(async (tx) => {
+      await tx.execute(
+        sql`SELECT set_config('hnsw.iterative_scan', 'relaxed_order', true), set_config('hnsw.max_scan_tuples', '20000', true)`
+      )
+      return run(tx)
+    })
+  } catch (error) {
+    if ((error as { code?: unknown } | null)?.code !== UNDEFINED_OBJECT_SQLSTATE) throw error
+    hnswSettingsUnsupportedUntil = Date.now() + HNSW_SETTINGS_UNSUPPORTED_RETRY_MS
+    logger.warn('pgvector iterative scan is unavailable; vector legs run without it', {
+      error: getErrorMessage(error),
+    })
+    return run(db)
+  }
+}
+
 export interface DocumentMetadata {
   filename: string
   sourceUrl: string | null
@@ -19,14 +62,14 @@ export interface DocumentMetadata {
 
 /**
  * Batch-fetch display metadata for documents referenced by search results.
- * Excludes documents that are user-excluded, archived, or soft-deleted —
- * mirrors the visibility filters applied inside the search SQL itself, so
- * the lookup will never surface metadata for a row a caller could not have
- * legitimately matched. Returns a map keyed by document id; missing ids
- * indicate the document is no longer visible and should be skipped.
+ * Applies the same visibility and access predicates as the search SQL itself,
+ * so the lookup never surfaces a filename for a row the caller could not have
+ * matched. Returns a map keyed by document id; missing ids indicate the
+ * document is no longer visible and should be skipped.
  */
 export async function getDocumentMetadataByIds(
-  documentIds: string[]
+  documentIds: string[],
+  access: KnowledgeAccessScope
 ): Promise<Record<string, DocumentMetadata>> {
   if (documentIds.length === 0) {
     return {}
@@ -45,7 +88,8 @@ export async function getDocumentMetadataByIds(
         inArray(document.id, uniqueIds),
         eq(document.userExcluded, false),
         isNull(document.archivedAt),
-        isNull(document.deletedAt)
+        isNull(document.deletedAt),
+        knowledgeAccessCondition(access)
       )
     )
 
@@ -90,6 +134,8 @@ export interface SearchResult {
 export interface SearchParams {
   knowledgeBaseIds: string[]
   topK: number
+  /** What the caller may read; every leg applies it. Required so no leg can be written without it. */
+  access: KnowledgeAccessScope
   structuredFilters?: StructuredFilter[]
   queryVector?: string
   distanceThreshold?: number
@@ -321,9 +367,11 @@ export const RRF_K = 60
 /**
  * Row visibility predicates shared by every search leg: a chunk is only
  * retrievable when both it and its document are enabled, the document finished
- * processing, and it has not been excluded, archived, or soft-deleted.
+ * processing, it has not been excluded, archived, or soft-deleted, and its ACL
+ * overlaps the caller's tokens. Every leg spreads this helper rather than
+ * listing the predicates itself, so no leg can drift from the others.
  */
-function getVisibilityConditions() {
+function getVisibilityConditions(access: KnowledgeAccessScope) {
   return [
     eq(embedding.enabled, true),
     eq(document.enabled, true),
@@ -331,6 +379,7 @@ function getVisibilityConditions() {
     eq(document.userExcluded, false),
     isNull(document.archivedAt),
     isNull(document.deletedAt),
+    knowledgeAccessCondition(access),
   ]
 }
 
@@ -349,81 +398,57 @@ export function getQueryStrategy(kbCount: number, topK: number) {
 
 async function executeTagFilterQuery(
   knowledgeBaseIds: string[],
-  structuredFilters: StructuredFilter[]
+  structuredFilters: StructuredFilter[],
+  access: KnowledgeAccessScope
 ): Promise<{ id: string }[]> {
   const tagFilterConditions = getStructuredTagFilters(structuredFilters, embedding)
+  const kbScope =
+    knowledgeBaseIds.length === 1
+      ? eq(embedding.knowledgeBaseId, knowledgeBaseIds[0])
+      : inArray(embedding.knowledgeBaseId, knowledgeBaseIds)
 
-  if (knowledgeBaseIds.length === 1) {
-    return await db
-      .select({ id: embedding.id })
-      .from(embedding)
-      .innerJoin(document, eq(embedding.documentId, document.id))
-      .where(
-        and(
-          eq(embedding.knowledgeBaseId, knowledgeBaseIds[0]),
-          eq(embedding.enabled, true),
-          eq(document.enabled, true),
-          eq(document.processingStatus, 'completed'),
-          eq(document.userExcluded, false),
-          isNull(document.archivedAt),
-          isNull(document.deletedAt),
-          ...tagFilterConditions
-        )
-      )
-  }
   return await db
     .select({ id: embedding.id })
     .from(embedding)
     .innerJoin(document, eq(embedding.documentId, document.id))
-    .where(
-      and(
-        inArray(embedding.knowledgeBaseId, knowledgeBaseIds),
-        eq(embedding.enabled, true),
-        eq(document.enabled, true),
-        eq(document.processingStatus, 'completed'),
-        eq(document.userExcluded, false),
-        isNull(document.archivedAt),
-        isNull(document.deletedAt),
-        ...tagFilterConditions
-      )
-    )
+    .where(and(kbScope, ...getVisibilityConditions(access), ...tagFilterConditions))
 }
 
 async function executeVectorSearchOnIds(
   embeddingIds: string[],
   queryVector: string,
   topK: number,
-  distanceThreshold: number
+  distanceThreshold: number,
+  access: KnowledgeAccessScope
 ): Promise<SearchResult[]> {
   if (embeddingIds.length === 0) {
     return []
   }
 
-  return await db
-    .select(
-      getSearchResultFields(
-        sql<number>`${embedding.embedding} <=> ${queryVector}::vector`.as('distance')
+  const rows = await withVectorScanSettings((executor) =>
+    executor
+      .select(
+        getSearchResultFields(
+          sql<number>`${embedding.embedding} <=> ${queryVector}::vector`.as('distance')
+        )
       )
-    )
-    .from(embedding)
-    .innerJoin(document, eq(embedding.documentId, document.id))
-    .where(
-      and(
-        inArray(embedding.id, embeddingIds),
-        eq(document.enabled, true),
-        eq(document.processingStatus, 'completed'),
-        eq(document.userExcluded, false),
-        isNull(document.archivedAt),
-        isNull(document.deletedAt),
-        sql`${embedding.embedding} <=> ${queryVector}::vector < ${distanceThreshold}`
+      .from(embedding)
+      .innerJoin(document, eq(embedding.documentId, document.id))
+      .where(
+        and(
+          inArray(embedding.id, embeddingIds),
+          ...getVisibilityConditions(access),
+          sql`${embedding.embedding} <=> ${queryVector}::vector < ${distanceThreshold}`
+        )
       )
-    )
-    .orderBy(sql`${embedding.embedding} <=> ${queryVector}::vector`)
-    .limit(topK)
+      .orderBy(sql`${embedding.embedding} <=> ${queryVector}::vector`)
+      .limit(topK)
+  )
+  return rows.sort((a, b) => a.distance - b.distance)
 }
 
 export async function handleTagOnlySearch(params: SearchParams): Promise<SearchResult[]> {
-  const { knowledgeBaseIds, topK, structuredFilters } = params
+  const { knowledgeBaseIds, topK, structuredFilters, access } = params
 
   if (!structuredFilters || structuredFilters.length === 0) {
     throw new Error('Tag filters are required for tag-only search')
@@ -443,12 +468,7 @@ export async function handleTagOnlySearch(params: SearchParams): Promise<SearchR
         .where(
           and(
             eq(embedding.knowledgeBaseId, kbId),
-            eq(embedding.enabled, true),
-            eq(document.enabled, true),
-            eq(document.processingStatus, 'completed'),
-            eq(document.userExcluded, false),
-            isNull(document.archivedAt),
-            isNull(document.deletedAt),
+            ...getVisibilityConditions(access),
             ...tagFilterConditions
           )
         )
@@ -466,12 +486,7 @@ export async function handleTagOnlySearch(params: SearchParams): Promise<SearchR
     .where(
       and(
         inArray(embedding.knowledgeBaseId, knowledgeBaseIds),
-        eq(embedding.enabled, true),
-        eq(document.enabled, true),
-        eq(document.processingStatus, 'completed'),
-        eq(document.userExcluded, false),
-        isNull(document.archivedAt),
-        isNull(document.deletedAt),
+        ...getVisibilityConditions(access),
         ...tagFilterConditions
       )
     )
@@ -479,7 +494,7 @@ export async function handleTagOnlySearch(params: SearchParams): Promise<SearchR
 }
 
 export async function handleVectorOnlySearch(params: SearchParams): Promise<SearchResult[]> {
-  const { knowledgeBaseIds, topK, queryVector, distanceThreshold } = params
+  const { knowledgeBaseIds, topK, queryVector, distanceThreshold, access } = params
 
   if (!queryVector || !distanceThreshold) {
     throw new Error('Query vector and distance threshold are required for vector-only search')
@@ -488,59 +503,47 @@ export async function handleVectorOnlySearch(params: SearchParams): Promise<Sear
   const strategy = getQueryStrategy(knowledgeBaseIds.length, topK)
 
   const distanceExpr = sql<number>`${embedding.embedding} <=> ${queryVector}::vector`.as('distance')
+  const vectorLeg = (executor: SearchExecutor, kbScope: SQL | undefined, limit: number) =>
+    executor
+      .select(getSearchResultFields(distanceExpr))
+      .from(embedding)
+      .innerJoin(document, eq(embedding.documentId, document.id))
+      .where(
+        and(
+          kbScope,
+          ...getVisibilityConditions(access),
+          sql`${embedding.embedding} <=> ${queryVector}::vector < ${distanceThreshold}`
+        )
+      )
+      .orderBy(sql`${embedding.embedding} <=> ${queryVector}::vector`)
+      .limit(limit)
 
+  /**
+   * A relaxed-order iterative scan may hand rows back slightly out of distance
+   * order, so both paths re-sort in memory before trimming to `topK`.
+   */
   if (strategy.useParallel) {
     const parallelLimit = Math.ceil(topK / knowledgeBaseIds.length) + 5
-
-    const queryPromises = knowledgeBaseIds.map(async (kbId) => {
-      return await db
-        .select(getSearchResultFields(distanceExpr))
-        .from(embedding)
-        .innerJoin(document, eq(embedding.documentId, document.id))
-        .where(
-          and(
-            eq(embedding.knowledgeBaseId, kbId),
-            eq(embedding.enabled, true),
-            eq(document.enabled, true),
-            eq(document.processingStatus, 'completed'),
-            eq(document.userExcluded, false),
-            isNull(document.archivedAt),
-            isNull(document.deletedAt),
-            sql`${embedding.embedding} <=> ${queryVector}::vector < ${distanceThreshold}`
-          )
+    const allResults = await withVectorScanSettings(async (executor) => {
+      const parallelResults = await Promise.all(
+        knowledgeBaseIds.map((kbId) =>
+          vectorLeg(executor, eq(embedding.knowledgeBaseId, kbId), parallelLimit)
         )
-        .orderBy(sql`${embedding.embedding} <=> ${queryVector}::vector`)
-        .limit(parallelLimit)
+      )
+      return parallelResults.flat()
     })
-
-    const parallelResults = await Promise.all(queryPromises)
-    const allResults = parallelResults.flat()
     return allResults.sort((a, b) => a.distance - b.distance).slice(0, topK)
   }
-  // Single query for fewer KBs
-  return await db
-    .select(getSearchResultFields(distanceExpr))
-    .from(embedding)
-    .innerJoin(document, eq(embedding.documentId, document.id))
-    .where(
-      and(
-        inArray(embedding.knowledgeBaseId, knowledgeBaseIds),
-        eq(embedding.enabled, true),
-        eq(document.enabled, true),
-        eq(document.processingStatus, 'completed'),
-        eq(document.userExcluded, false),
-        isNull(document.archivedAt),
-        isNull(document.deletedAt),
-        sql`${embedding.embedding} <=> ${queryVector}::vector < ${distanceThreshold}`
-      )
-    )
-    .orderBy(sql`${embedding.embedding} <=> ${queryVector}::vector`)
-    .limit(topK)
+  const rows = await withVectorScanSettings((executor) =>
+    vectorLeg(executor, inArray(embedding.knowledgeBaseId, knowledgeBaseIds), topK)
+  )
+  return rows.sort((a, b) => a.distance - b.distance)
 }
 
 export interface KeywordSearchParams {
   knowledgeBaseIds: string[]
   topK: number
+  access: KnowledgeAccessScope
   query: string
   /** Query embedding, so keyword-only hits still carry a real cosine distance. */
   queryVector: string
@@ -572,7 +575,7 @@ export interface KeywordSearchParams {
  * that survive the limit are hydrated.
  */
 export async function executeKeywordSearch(params: KeywordSearchParams): Promise<SearchResult[]> {
-  const { knowledgeBaseIds, topK, query, queryVector, structuredFilters } = params
+  const { knowledgeBaseIds, topK, query, queryVector, structuredFilters, access } = params
 
   if (!query.trim()) {
     return []
@@ -587,7 +590,7 @@ export async function executeKeywordSearch(params: KeywordSearchParams): Promise
   const rankConditions = (kbScope: SQL | undefined) =>
     and(
       kbScope,
-      ...getVisibilityConditions(),
+      ...getVisibilityConditions(access),
       sql`${embedding.contentTsv} @@ ${tsQuery}`,
       ...tagFilterConditions
     )
@@ -629,7 +632,7 @@ export async function executeKeywordSearch(params: KeywordSearchParams): Promise
     )
     .from(embedding)
     .innerJoin(document, eq(embedding.documentId, document.id))
-    .where(and(inArray(embedding.id, topIds), ...getVisibilityConditions()))
+    .where(and(inArray(embedding.id, topIds), ...getVisibilityConditions(access)))
 
   const rowById = new Map(hydrated.map((row) => [row.id, row]))
   return topIds.map((id) => rowById.get(id)).filter((row): row is SearchResult => row !== undefined)
@@ -718,7 +721,8 @@ export function fuseByReciprocalRank(rankedLists: SearchResult[][], topK: number
 }
 
 export async function handleTagAndVectorSearch(params: SearchParams): Promise<SearchResult[]> {
-  const { knowledgeBaseIds, topK, structuredFilters, queryVector, distanceThreshold } = params
+  const { knowledgeBaseIds, topK, structuredFilters, queryVector, distanceThreshold, access } =
+    params
 
   if (!structuredFilters || structuredFilters.length === 0) {
     throw new Error('Tag filters are required for tag and vector search')
@@ -727,7 +731,7 @@ export async function handleTagAndVectorSearch(params: SearchParams): Promise<Se
     throw new Error('Query vector and distance threshold are required for tag and vector search')
   }
 
-  const tagFilteredIds = await executeTagFilterQuery(knowledgeBaseIds, structuredFilters)
+  const tagFilteredIds = await executeTagFilterQuery(knowledgeBaseIds, structuredFilters, access)
 
   if (tagFilteredIds.length === 0) {
     return []
@@ -737,7 +741,8 @@ export async function handleTagAndVectorSearch(params: SearchParams): Promise<Se
     tagFilteredIds.map((r) => r.id),
     queryVector,
     topK,
-    distanceThreshold
+    distanceThreshold,
+    access
   )
 }
 
@@ -751,6 +756,8 @@ export interface ExecuteKnowledgeSearchParams {
   knowledgeBaseIds: string[]
   /** Candidate count each leg retrieves and the fused list is trimmed to. */
   topK: number
+  /** What the caller may read; resolved from the principal by the use case, never from input. */
+  access: KnowledgeAccessScope
   searchMode: KnowledgeSearchMode
   query?: string
   /** Required whenever `query` is present. */
@@ -766,7 +773,8 @@ export interface ExecuteKnowledgeSearchParams {
 export async function executeKnowledgeSearch(
   params: ExecuteKnowledgeSearchParams
 ): Promise<SearchResult[]> {
-  const { knowledgeBaseIds, topK, searchMode, query, queryVector, structuredFilters } = params
+  const { knowledgeBaseIds, topK, searchMode, query, queryVector, structuredFilters, access } =
+    params
 
   const hasQuery = Boolean(query?.trim())
   const hasFilters = Boolean(structuredFilters && structuredFilters.length > 0)
@@ -775,7 +783,7 @@ export async function executeKnowledgeSearch(
     if (!hasFilters) {
       throw new Error('A search query or tag filters are required')
     }
-    return await handleTagOnlySearch({ knowledgeBaseIds, topK, structuredFilters })
+    return await handleTagOnlySearch({ knowledgeBaseIds, topK, structuredFilters, access })
   }
 
   if (!queryVector) {
@@ -791,8 +799,9 @@ export async function executeKnowledgeSearch(
         structuredFilters,
         queryVector,
         distanceThreshold,
+        access,
       })
-    : handleVectorOnlySearch({ knowledgeBaseIds, topK, queryVector, distanceThreshold })
+    : handleVectorOnlySearch({ knowledgeBaseIds, topK, queryVector, distanceThreshold, access })
 
   if (searchMode === 'vector') {
     return await vectorSearch
@@ -808,6 +817,7 @@ export async function executeKnowledgeSearch(
     query: query!,
     queryVector,
     structuredFilters,
+    access,
   }).catch((error) => {
     logger.warn('Keyword search leg failed; falling back to vector-only results', {
       error: getErrorMessage(error, 'Unknown error'),
diff --git a/apps/sim/lib/knowledge/tags/service.ts b/apps/sim/lib/knowledge/tags/service.ts
index 5d94d736c57..3de8800e069 100644
--- a/apps/sim/lib/knowledge/tags/service.ts
+++ b/apps/sim/lib/knowledge/tags/service.ts
@@ -12,6 +12,8 @@ import { generateId } from '@sim/utils/id'
 import { and, eq, isNotNull, isNull, or, sql } from 'drizzle-orm'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import type { DbOrTx, DbTransaction } from '@/lib/db/types'
+import { knowledgeAccessCondition } from '@/lib/knowledge/access/predicate'
+import type { KnowledgeAccessScope } from '@/lib/knowledge/access/types'
 import {
   getSlotsForFieldType,
   isValidSlotForFieldType,
@@ -803,7 +805,8 @@ export async function updateTagDefinition(
  */
 export async function getTagUsage(
   knowledgeBaseId: string,
-  requestId = 'api'
+  requestId: string,
+  access: KnowledgeAccessScope
 ): Promise<
   Array<{
     tagName: string
@@ -829,6 +832,7 @@ export async function getTagUsage(
       eq(document.userExcluded, false),
       isNull(document.archivedAt),
       isNull(document.deletedAt),
+      knowledgeAccessCondition(access),
       isNotNull(sql`${sql.raw(tagSlot)}`),
     ]
 

From 92766f5ea3c811230c76f1142fb2a5740bf8f6ec Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 18:19:46 -0700
Subject: [PATCH 06/76] refactor(knowledge): extract connector sync primitives
 from the sync engine

Splits the content sync engine into four modules without changing behaviour:
sync-lock (lease predicates, heartbeat, and a SyncRunLease the stages run
under), sync-persistence (storage and document-row writes), sync-primitives
(the pure decision functions plus the six orchestration stages: listing
pass, owned-corpus load, classification, hydrate/persist/dispatch, deletion
reconciliation, and the stuck-document sweep), and sync-engine (lock
acquisition, terminal state, and executeSync composed from the stages with
its original closures). The stages take the token, hydration, and lease as
inputs so a second engine can run the same guards under a different lease.

Tests keep every assertion; only import paths moved with the symbols.
---
 .../lib/knowledge/connectors/queue.test.ts    |    3 +
 apps/sim/lib/knowledge/connectors/queue.ts    |    8 +-
 .../knowledge/connectors/sync-engine.test.ts  |  314 +-
 .../lib/knowledge/connectors/sync-engine.ts   | 2864 +----------------
 .../sim/lib/knowledge/connectors/sync-lock.ts |  206 ++
 .../knowledge/connectors/sync-persistence.ts  |  545 ++++
 .../knowledge/connectors/sync-primitives.ts   | 2209 +++++++++++++
 .../documents/retry-processing-grace.test.ts  |    2 +-
 8 files changed, 3276 insertions(+), 2875 deletions(-)
 create mode 100644 apps/sim/lib/knowledge/connectors/sync-lock.ts
 create mode 100644 apps/sim/lib/knowledge/connectors/sync-persistence.ts
 create mode 100644 apps/sim/lib/knowledge/connectors/sync-primitives.ts

diff --git a/apps/sim/lib/knowledge/connectors/queue.test.ts b/apps/sim/lib/knowledge/connectors/queue.test.ts
index 6c5cbc70dd7..816dd4184d4 100644
--- a/apps/sim/lib/knowledge/connectors/queue.test.ts
+++ b/apps/sim/lib/knowledge/connectors/queue.test.ts
@@ -39,6 +39,9 @@ vi.mock('@/lib/knowledge/documents/service', () => ({
 vi.mock('@/lib/knowledge/connectors/sync-engine', () => ({
   executeSync: mockExecuteSync,
   isConnectorRunnableStatus: (status: string) => status === 'active' || status === 'error',
+}))
+
+vi.mock('@/lib/knowledge/connectors/sync-lock', () => ({
   connectorIsLive: () => ({ type: 'connectorIsLive' }),
   LOCKABLE_CONNECTOR_STATUSES: ['active', 'error', 'pending'],
 }))
diff --git a/apps/sim/lib/knowledge/connectors/queue.ts b/apps/sim/lib/knowledge/connectors/queue.ts
index e1c071fed6f..8de7a6c4467 100644
--- a/apps/sim/lib/knowledge/connectors/queue.ts
+++ b/apps/sim/lib/knowledge/connectors/queue.ts
@@ -11,12 +11,8 @@ import {
   type BillingAttributionSnapshot,
 } from '@/lib/billing/core/billing-attribution'
 import { resolveTriggerRegion } from '@/lib/core/async-jobs/region'
-import {
-  connectorIsLive,
-  executeSync,
-  isConnectorRunnableStatus,
-  LOCKABLE_CONNECTOR_STATUSES,
-} from '@/lib/knowledge/connectors/sync-engine'
+import { executeSync, isConnectorRunnableStatus } from '@/lib/knowledge/connectors/sync-engine'
+import { connectorIsLive, LOCKABLE_CONNECTOR_STATUSES } from '@/lib/knowledge/connectors/sync-lock'
 import { isTriggerAvailable } from '@/lib/knowledge/documents/service'
 
 const logger = createLogger('ConnectorSyncQueue')
diff --git a/apps/sim/lib/knowledge/connectors/sync-engine.test.ts b/apps/sim/lib/knowledge/connectors/sync-engine.test.ts
index 0e459335f1f..b2051064094 100644
--- a/apps/sim/lib/knowledge/connectors/sync-engine.test.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-engine.test.ts
@@ -14,17 +14,17 @@ import {
 } from '@sim/testing'
 import { generateShortId } from '@sim/utils/id'
 import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import { isConnectorRunnableStatus } from '@/lib/knowledge/connectors/sync-engine'
 import {
   classifySuspectListing,
   evaluateListingSafety,
-  isConnectorRunnableStatus,
   isStuckDocumentSweepEligible,
   mergeHydratedDocument,
   mergeHydratedSkippedDocument,
   type PreviousListingObservation,
   selectStuckDocumentSweepCandidates,
   stuckDocumentSweepAgeAnchor,
-} from '@/lib/knowledge/connectors/sync-engine'
+} from '@/lib/knowledge/connectors/sync-primitives'
 import type { ExternalDocument, SyncResult } from '@/connectors/types'
 
 vi.mock('drizzle-orm', () => drizzleOrmMock)
@@ -90,14 +90,14 @@ describe('isConnectorRunnableStatus', () => {
 
 describe('shouldReconcileDeletions', () => {
   it('runs on a clean full listing', async () => {
-    const { shouldReconcileDeletions } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { shouldReconcileDeletions } = await import('@/lib/knowledge/connectors/sync-primitives')
 
     expect(shouldReconcileDeletions(false, {}, undefined)).toBe(true)
     expect(shouldReconcileDeletions(false, undefined, undefined)).toBe(true)
   })
 
   it('never runs on incremental syncs', async () => {
-    const { shouldReconcileDeletions } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { shouldReconcileDeletions } = await import('@/lib/knowledge/connectors/sync-primitives')
 
     expect(shouldReconcileDeletions(true, {}, undefined)).toBe(false)
     expect(shouldReconcileDeletions(true, {}, true)).toBe(false)
@@ -105,20 +105,20 @@ describe('shouldReconcileDeletions', () => {
   })
 
   it('skips when a connector capped the listing', async () => {
-    const { shouldReconcileDeletions } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { shouldReconcileDeletions } = await import('@/lib/knowledge/connectors/sync-primitives')
 
     expect(shouldReconcileDeletions(false, { listingCapped: true }, undefined)).toBe(false)
     expect(shouldReconcileDeletions(false, { listingCapped: true }, false)).toBe(false)
   })
 
   it('lets a forced fullSync override a connector cap', async () => {
-    const { shouldReconcileDeletions } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { shouldReconcileDeletions } = await import('@/lib/knowledge/connectors/sync-primitives')
 
     expect(shouldReconcileDeletions(false, { listingCapped: true }, true)).toBe(true)
   })
 
   it('never runs when the engine truncated pagination, even on a forced fullSync', async () => {
-    const { shouldReconcileDeletions } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { shouldReconcileDeletions } = await import('@/lib/knowledge/connectors/sync-primitives')
 
     expect(shouldReconcileDeletions(false, { listingTruncated: true }, undefined)).toBe(false)
     expect(shouldReconcileDeletions(false, { listingTruncated: true }, true)).toBe(false)
@@ -128,7 +128,7 @@ describe('shouldReconcileDeletions', () => {
   })
 
   it('never runs when provider pagination is non-authoritative', async () => {
-    const { shouldReconcileDeletions } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { shouldReconcileDeletions } = await import('@/lib/knowledge/connectors/sync-primitives')
 
     expect(shouldReconcileDeletions(false, { reconciliationUnsafe: true }, undefined)).toBe(false)
     expect(shouldReconcileDeletions(false, { reconciliationUnsafe: true }, true)).toBe(false)
@@ -139,7 +139,7 @@ describe('shouldRunIncrementalSync', () => {
   const lastSyncAt = '2026-07-01T00:00:00.000Z'
 
   it('runs incrementally when everything is eligible', async () => {
-    const { shouldRunIncrementalSync } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { shouldRunIncrementalSync } = await import('@/lib/knowledge/connectors/sync-primitives')
 
     expect(
       shouldRunIncrementalSync(true, 'incremental', undefined, undefined, false, lastSyncAt)
@@ -147,7 +147,7 @@ describe('shouldRunIncrementalSync', () => {
   })
 
   it('never runs incrementally when the connector does not support it', async () => {
-    const { shouldRunIncrementalSync } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { shouldRunIncrementalSync } = await import('@/lib/knowledge/connectors/sync-primitives')
 
     expect(
       shouldRunIncrementalSync(false, 'incremental', undefined, undefined, false, lastSyncAt)
@@ -155,7 +155,7 @@ describe('shouldRunIncrementalSync', () => {
   })
 
   it('never runs incrementally when the connector is configured for full syncs', async () => {
-    const { shouldRunIncrementalSync } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { shouldRunIncrementalSync } = await import('@/lib/knowledge/connectors/sync-primitives')
 
     expect(shouldRunIncrementalSync(true, 'full', undefined, undefined, false, lastSyncAt)).toBe(
       false
@@ -163,7 +163,7 @@ describe('shouldRunIncrementalSync', () => {
   })
 
   it('never runs incrementally on a forced fullSync or rehydrate', async () => {
-    const { shouldRunIncrementalSync } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { shouldRunIncrementalSync } = await import('@/lib/knowledge/connectors/sync-primitives')
 
     expect(shouldRunIncrementalSync(true, 'incremental', true, undefined, false, lastSyncAt)).toBe(
       false
@@ -174,7 +174,7 @@ describe('shouldRunIncrementalSync', () => {
   })
 
   it('never runs incrementally before the first sync', async () => {
-    const { shouldRunIncrementalSync } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { shouldRunIncrementalSync } = await import('@/lib/knowledge/connectors/sync-primitives')
 
     expect(shouldRunIncrementalSync(true, 'incremental', undefined, undefined, false, null)).toBe(
       false
@@ -182,7 +182,7 @@ describe('shouldRunIncrementalSync', () => {
   })
 
   it('forces a full listing whenever pending-removal documents exist, so they get a resurrect-or-confirm decision', async () => {
-    const { shouldRunIncrementalSync } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { shouldRunIncrementalSync } = await import('@/lib/knowledge/connectors/sync-primitives')
 
     expect(
       shouldRunIncrementalSync(true, 'incremental', undefined, undefined, true, lastSyncAt)
@@ -195,7 +195,9 @@ describe('partitionSyncReconciliation', () => {
   const noFailures = new Set<string>()
 
   it('marks a live document missing from the listing as pending removal, not hard-deleted', async () => {
-    const { partitionSyncReconciliation } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { partitionSyncReconciliation } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     const result = partitionSyncReconciliation([live('a')], [], new Set(), noFailures, undefined)
 
@@ -203,7 +205,9 @@ describe('partitionSyncReconciliation', () => {
   })
 
   it('hard-deletes a document already pending removal that is still absent', async () => {
-    const { partitionSyncReconciliation } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { partitionSyncReconciliation } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     const result = partitionSyncReconciliation([], [live('a')], new Set(), noFailures, undefined)
 
@@ -211,7 +215,9 @@ describe('partitionSyncReconciliation', () => {
   })
 
   it('resurrects a pending-removal document that reappears in the listing', async () => {
-    const { partitionSyncReconciliation } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { partitionSyncReconciliation } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     const result = partitionSyncReconciliation(
       [],
@@ -225,7 +231,9 @@ describe('partitionSyncReconciliation', () => {
   })
 
   it('leaves a document untouched when it is still present in the listing', async () => {
-    const { partitionSyncReconciliation } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { partitionSyncReconciliation } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     const result = partitionSyncReconciliation(
       [live('a')],
@@ -239,7 +247,9 @@ describe('partitionSyncReconciliation', () => {
   })
 
   it('resurrects even on a forced fullSync', async () => {
-    const { partitionSyncReconciliation } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { partitionSyncReconciliation } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     const result = partitionSyncReconciliation([], [live('a')], new Set(['a']), noFailures, true)
 
@@ -247,7 +257,9 @@ describe('partitionSyncReconciliation', () => {
   })
 
   it('hard-deletes both live and pending-removal documents immediately on a forced fullSync', async () => {
-    const { partitionSyncReconciliation } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { partitionSyncReconciliation } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     const result = partitionSyncReconciliation(
       [live('a')],
@@ -262,7 +274,9 @@ describe('partitionSyncReconciliation', () => {
   })
 
   it('handles a mixed batch of every outcome in one pass', async () => {
-    const { partitionSyncReconciliation } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { partitionSyncReconciliation } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     const result = partitionSyncReconciliation(
       [live('kept'), live('newly-missing')],
@@ -280,7 +294,9 @@ describe('partitionSyncReconciliation', () => {
   })
 
   it('ignores documents with a null externalId', async () => {
-    const { partitionSyncReconciliation } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { partitionSyncReconciliation } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     const result = partitionSyncReconciliation(
       [live('a', null)],
@@ -294,7 +310,9 @@ describe('partitionSyncReconciliation', () => {
   })
 
   it('does not resurrect a reappearing document whose content refresh failed', async () => {
-    const { partitionSyncReconciliation } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { partitionSyncReconciliation } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     const result = partitionSyncReconciliation(
       [],
@@ -308,7 +326,9 @@ describe('partitionSyncReconciliation', () => {
   })
 
   it('still refuses to resurrect a failed refresh even on a forced fullSync', async () => {
-    const { partitionSyncReconciliation } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { partitionSyncReconciliation } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     const result = partitionSyncReconciliation(
       [],
@@ -322,7 +342,9 @@ describe('partitionSyncReconciliation', () => {
   })
 
   it('resurrects the ones that succeeded while excluding the one that failed', async () => {
-    const { partitionSyncReconciliation } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { partitionSyncReconciliation } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     const result = partitionSyncReconciliation(
       [],
@@ -339,7 +361,7 @@ describe('partitionSyncReconciliation', () => {
 describe('filterStillOwnedReconciliationIds', () => {
   it('keeps ids present in the ownership snapshot', async () => {
     const { filterStillOwnedReconciliationIds } = await import(
-      '@/lib/knowledge/connectors/sync-engine'
+      '@/lib/knowledge/connectors/sync-primitives'
     )
 
     const result = filterStillOwnedReconciliationIds(['a'], ['b'], ['c'], new Set(['a', 'b', 'c']))
@@ -349,7 +371,7 @@ describe('filterStillOwnedReconciliationIds', () => {
 
   it('drops ids a concurrent connector-delete already detached', async () => {
     const { filterStillOwnedReconciliationIds } = await import(
-      '@/lib/knowledge/connectors/sync-engine'
+      '@/lib/knowledge/connectors/sync-primitives'
     )
 
     const result = filterStillOwnedReconciliationIds(['a'], ['b'], ['c'], new Set(['a']))
@@ -359,7 +381,7 @@ describe('filterStillOwnedReconciliationIds', () => {
 
   it('returns all-empty lists when nothing is still owned', async () => {
     const { filterStillOwnedReconciliationIds } = await import(
-      '@/lib/knowledge/connectors/sync-engine'
+      '@/lib/knowledge/connectors/sync-primitives'
     )
 
     const result = filterStillOwnedReconciliationIds(['a'], ['b'], ['c'], new Set())
@@ -380,7 +402,7 @@ describe('resolveTagMapping', () => {
       priority: 'High',
     })
 
-    const { resolveTagMapping } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { resolveTagMapping } = await import('@/lib/knowledge/connectors/sync-persistence')
 
     const result = resolveTagMapping(
       'jira',
@@ -402,7 +424,7 @@ describe('resolveTagMapping', () => {
   })
 
   it('returns undefined when connector has no mapTags', async () => {
-    const { resolveTagMapping } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { resolveTagMapping } = await import('@/lib/knowledge/connectors/sync-persistence')
 
     const result = resolveTagMapping(
       'no-tags',
@@ -416,7 +438,7 @@ describe('resolveTagMapping', () => {
   })
 
   it('returns undefined when connector type is unknown', async () => {
-    const { resolveTagMapping } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { resolveTagMapping } = await import('@/lib/knowledge/connectors/sync-persistence')
 
     const result = resolveTagMapping('unknown', { key: 'value' }, {})
 
@@ -426,7 +448,7 @@ describe('resolveTagMapping', () => {
   it('returns undefined when no tagSlotMapping in sourceConfig', async () => {
     mockMapTags.mockReturnValue({ issueType: 'Bug' })
 
-    const { resolveTagMapping } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { resolveTagMapping } = await import('@/lib/knowledge/connectors/sync-persistence')
 
     const result = resolveTagMapping('jira', { issueType: 'Bug' }, {})
 
@@ -439,7 +461,7 @@ describe('resolveTagMapping', () => {
       status: undefined,
     })
 
-    const { resolveTagMapping } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { resolveTagMapping } = await import('@/lib/knowledge/connectors/sync-persistence')
 
     const result = resolveTagMapping(
       'jira',
@@ -463,7 +485,7 @@ describe('resolveTagMapping', () => {
   it('returns undefined when sourceConfig is undefined', async () => {
     mockMapTags.mockReturnValue({ issueType: 'Bug' })
 
-    const { resolveTagMapping } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { resolveTagMapping } = await import('@/lib/knowledge/connectors/sync-persistence')
 
     const result = resolveTagMapping('jira', { issueType: 'Bug' }, undefined)
 
@@ -475,14 +497,14 @@ describe('classifyExternalDoc', () => {
   const base = { content: 'hello', contentDeferred: false, contentHash: 'h1' }
 
   it('records a new skipped file as a failed row', async () => {
-    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-primitives')
     expect(
       classifyExternalDoc({ ...base, content: '', skippedReason: 'too big' }, undefined)
     ).toEqual({ type: 'skip' })
   })
 
   it('keeps an already-indexed file as-is when it becomes skipped (last-known-good)', async () => {
-    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-primitives')
     expect(
       classifyExternalDoc(
         { ...base, content: '', skippedReason: 'too big' },
@@ -496,7 +518,7 @@ describe('classifyExternalDoc', () => {
   })
 
   it('refreshes an existing skipped placeholder without turning it into a source failure', async () => {
-    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-primitives')
 
     expect(
       classifyExternalDoc(
@@ -507,7 +529,7 @@ describe('classifyExternalDoc', () => {
   })
 
   it('rehydrates a content-less placeholder even when its listing hash is unchanged', async () => {
-    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-primitives')
 
     expect(
       classifyExternalDoc(
@@ -519,7 +541,7 @@ describe('classifyExternalDoc', () => {
 
   it('uses the same skip replacement rule after deferred hydration', async () => {
     const { shouldReplaceExistingWithSkippedDocument } = await import(
-      '@/lib/knowledge/connectors/sync-engine'
+      '@/lib/knowledge/connectors/sync-primitives'
     )
 
     expect(shouldReplaceExistingWithSkippedDocument({ storageKey: null }, {})).toBe(true)
@@ -535,7 +557,7 @@ describe('classifyExternalDoc', () => {
   })
 
   it('replaces stale indexed content for an authoritative skip', async () => {
-    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-primitives')
 
     expect(
       classifyExternalDoc(
@@ -551,12 +573,12 @@ describe('classifyExternalDoc', () => {
   })
 
   it('drops empty non-deferred content', async () => {
-    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-primitives')
     expect(classifyExternalDoc({ ...base, content: '   ' }, undefined)).toEqual({ type: 'drop' })
   })
 
   it('adds new content and deferred stubs', async () => {
-    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-primitives')
     expect(classifyExternalDoc(base, undefined)).toEqual({ type: 'add' })
     expect(classifyExternalDoc({ ...base, content: '', contentDeferred: true }, undefined)).toEqual(
       { type: 'add' }
@@ -564,7 +586,7 @@ describe('classifyExternalDoc', () => {
   })
 
   it('updates when the content hash changed and is unchanged otherwise', async () => {
-    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-primitives')
     expect(classifyExternalDoc(base, { id: 'doc-1', contentHash: 'old' })).toEqual({
       type: 'update',
       existingId: 'doc-1',
@@ -575,7 +597,7 @@ describe('classifyExternalDoc', () => {
   })
 
   it('forces re-hydration of an unchanged deferred doc when forceRehydrate is set', async () => {
-    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-primitives')
     const deferred = { ...base, content: '', contentDeferred: true }
     // Same hash → normally unchanged, but forceRehydrate promotes it to update.
     expect(classifyExternalDoc(deferred, { id: 'doc-1', contentHash: 'h1' }, true)).toEqual({
@@ -585,7 +607,7 @@ describe('classifyExternalDoc', () => {
   })
 
   it('does not force re-hydration of a non-deferred doc (content already final)', async () => {
-    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-primitives')
     // Ready (non-deferred) content with an unchanged hash stays unchanged even under forceRehydrate.
     expect(classifyExternalDoc(base, { id: 'doc-1', contentHash: 'h1' }, true)).toEqual({
       type: 'unchanged',
@@ -697,7 +719,7 @@ describe('persistSkippedDocuments', () => {
   })
 
   it('persists a new skipped document without dispatching processing', async () => {
-    const { persistSkippedDocuments } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { persistSkippedDocuments } = await import('@/lib/knowledge/connectors/sync-persistence')
     queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb-1' }])
 
     await expect(
@@ -730,7 +752,7 @@ describe('persistSkippedDocuments', () => {
   })
 
   it('atomically replaces stale indexed content for an authoritative skip', async () => {
-    const { persistSkippedDocuments } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { persistSkippedDocuments } = await import('@/lib/knowledge/connectors/sync-persistence')
     const oldFileUrl = '/api/files/serve/kb/old-document.txt?context=knowledge-base'
     queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb-1' }])
     queueTableRows(schemaMock.document, [{ fileUrl: oldFileUrl }])
@@ -778,7 +800,7 @@ describe('persistSkippedDocuments', () => {
   })
 
   it('does not delete old storage when the authoritative replacement fails', async () => {
-    const { persistSkippedDocuments } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { persistSkippedDocuments } = await import('@/lib/knowledge/connectors/sync-persistence')
     queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb-1' }])
     queueTableRows(schemaMock.document, [])
 
@@ -812,8 +834,9 @@ describe('persistSkippedRetryHashes', () => {
   })
 
   it('updates only the retry hash for a last-known-good connector document', async () => {
-    const { classifyExternalDoc, persistSkippedRetryHashes } = await import(
-      '@/lib/knowledge/connectors/sync-engine'
+    const { classifyExternalDoc } = await import('@/lib/knowledge/connectors/sync-primitives')
+    const { persistSkippedRetryHashes } = await import(
+      '@/lib/knowledge/connectors/sync-persistence'
     )
     queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb-1' }])
     dbChainMockFns.returning.mockResolvedValueOnce([{ id: 'doc-1' }])
@@ -846,7 +869,9 @@ describe('persistSkippedRetryHashes', () => {
   })
 
   it('commits live retry hashes when another document is no longer a connector target', async () => {
-    const { persistSkippedRetryHashes } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { persistSkippedRetryHashes } = await import(
+      '@/lib/knowledge/connectors/sync-persistence'
+    )
     queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb-1' }])
     dbChainMockFns.returning.mockResolvedValueOnce([{ id: 'live-doc' }]).mockResolvedValueOnce([])
 
@@ -899,7 +924,7 @@ describe('chunkOpsByByteBudget', () => {
   })
 
   it('batches small ops up to the count cap', async () => {
-    const { chunkOpsByByteBudget } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { chunkOpsByByteBudget } = await import('@/lib/knowledge/connectors/sync-primitives')
     const chunks = chunkOpsByByteBudget(
       Array.from({ length: 7 }, () => addOp(1024)),
       64 * MB,
@@ -909,20 +934,20 @@ describe('chunkOpsByByteBudget', () => {
   })
 
   it('isolates a file larger than the budget into its own chunk', async () => {
-    const { chunkOpsByByteBudget } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { chunkOpsByByteBudget } = await import('@/lib/knowledge/connectors/sync-primitives')
     const chunks = chunkOpsByByteBudget([addOp(100 * MB), addOp(1024)], 64 * MB, 5)
     expect(chunks.map((c) => c.length)).toEqual([1, 1])
   })
 
   it('caps summed bytes per chunk for medium files', async () => {
-    const { chunkOpsByByteBudget } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { chunkOpsByByteBudget } = await import('@/lib/knowledge/connectors/sync-primitives')
     // 40 + 40 = 80 MB exceeds the 64 MB budget, so they split.
     const chunks = chunkOpsByByteBudget([addOp(40 * MB), addOp(40 * MB)], 64 * MB, 5)
     expect(chunks.map((c) => c.length)).toEqual([1, 1])
   })
 
   it('treats skip ops as zero bytes so they do not consume the budget', async () => {
-    const { chunkOpsByByteBudget } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { chunkOpsByByteBudget } = await import('@/lib/knowledge/connectors/sync-primitives')
     const chunks = chunkOpsByByteBudget(
       [skipOp(100 * MB), skipOp(100 * MB), addOp(1024)],
       64 * MB,
@@ -938,7 +963,7 @@ describe('connector sync working-set bounds', () => {
       CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS,
       sourcePageFitsSyncWorkingSet,
       syncWorkingSetQueryLimit,
-    } = await import('@/lib/knowledge/connectors/sync-engine')
+    } = await import('@/lib/knowledge/connectors/sync-primitives')
 
     expect(syncWorkingSetQueryLimit(0)).toBe(CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS + 1)
     expect(syncWorkingSetQueryLimit(CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS - 25)).toBe(26)
@@ -949,7 +974,7 @@ describe('connector sync working-set bounds', () => {
 
   it('counts retained source payload in UTF-8 bytes', async () => {
     const { addSourcePagePayloadBytes, CONNECTOR_SYNC_MAX_SOURCE_PAYLOAD_BYTES } = await import(
-      '@/lib/knowledge/connectors/sync-engine'
+      '@/lib/knowledge/connectors/sync-primitives'
     )
     const document = {
       externalId: '',
@@ -1074,9 +1099,10 @@ describe('executeSync working-set overflow admission', () => {
   }
 
   it('rejects overflow on a later source page before classification or document work', async () => {
-    const { CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS, executeSync } = await import(
-      '@/lib/knowledge/connectors/sync-engine'
+    const { CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
     )
+    const { executeSync } = await import('@/lib/knowledge/connectors/sync-engine')
     const retained = trackedSourceDocument('retained')
     const overflow = trackedSourceDocument('overflow')
     mockListDocuments
@@ -1145,9 +1171,10 @@ describe('executeSync working-set overflow admission', () => {
   ])(
     'rejects overflow in the sequential $population population before classification or document work',
     async ({ expectedDocumentReads, populations }) => {
-      const { CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS, executeSync } = await import(
-        '@/lib/knowledge/connectors/sync-engine'
+      const { CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS } = await import(
+        '@/lib/knowledge/connectors/sync-primitives'
       )
+      const { executeSync } = await import('@/lib/knowledge/connectors/sync-engine')
       const listed = trackedSourceDocument('new-source-document')
       mockListDocuments.mockResolvedValue({ documents: [listed.document], hasMore: false })
       for (const population of populations(CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS)) {
@@ -1481,7 +1508,9 @@ describe('mergeHydratedSkippedDocument', () => {
 
 describe('requireHydratedListedDocument', () => {
   it('turns ambiguous null hydration into a sync failure instead of a silent drop', async () => {
-    const { requireHydratedListedDocument } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { requireHydratedListedDocument } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     expect(() => requireHydratedListedDocument(null, 'listed-1')).toThrow(
       'Connector returned no content for listed document listed-1'
@@ -1489,7 +1518,9 @@ describe('requireHydratedListedDocument', () => {
   })
 
   it('passes through a hydrated document', async () => {
-    const { requireHydratedListedDocument } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { requireHydratedListedDocument } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
     const hydrated: ExternalDocument = {
       externalId: 'listed-1',
       title: 'Listed',
@@ -1504,7 +1535,7 @@ describe('requireHydratedListedDocument', () => {
 describe('recordUnverifiedExistingRefresh', () => {
   it('keeps last-known-good content while holding the incremental watermark', async () => {
     const { recordUnverifiedExistingRefresh } = await import(
-      '@/lib/knowledge/connectors/sync-engine'
+      '@/lib/knowledge/connectors/sync-primitives'
     )
     const result = { docsFailed: 0 }
     const failedExternalIds = new Set<string>()
@@ -1517,7 +1548,7 @@ describe('recordUnverifiedExistingRefresh', () => {
 
   it('counts one document once if multiple unusable signals converge', async () => {
     const { recordUnverifiedExistingRefresh } = await import(
-      '@/lib/knowledge/connectors/sync-engine'
+      '@/lib/knowledge/connectors/sync-primitives'
     )
     const result = { docsFailed: 0 }
     const failedExternalIds = new Set<string>()
@@ -1858,7 +1889,7 @@ describe('selectStuckDocumentSweepCandidates', () => {
 describe('resolveReconciliationDeleteCap', () => {
   it('scales with the owned corpus above the absolute floor', async () => {
     const { resolveReconciliationDeleteCap } = await import(
-      '@/lib/knowledge/connectors/sync-engine'
+      '@/lib/knowledge/connectors/sync-primitives'
     )
 
     expect(resolveReconciliationDeleteCap(1000)).toBe(250)
@@ -1868,7 +1899,7 @@ describe('resolveReconciliationDeleteCap', () => {
 
   it('never drops below the absolute floor on a small corpus', async () => {
     const { resolveReconciliationDeleteCap } = await import(
-      '@/lib/knowledge/connectors/sync-engine'
+      '@/lib/knowledge/connectors/sync-primitives'
     )
 
     expect(resolveReconciliationDeleteCap(0)).toBe(25)
@@ -1879,7 +1910,7 @@ describe('resolveReconciliationDeleteCap', () => {
 
   it('honours an override that raises or lowers the cap', async () => {
     const { resolveReconciliationDeleteCap } = await import(
-      '@/lib/knowledge/connectors/sync-engine'
+      '@/lib/knowledge/connectors/sync-primitives'
     )
 
     expect(resolveReconciliationDeleteCap(1000, { maxRatio: 0.9 })).toBe(900)
@@ -1893,7 +1924,9 @@ describe('capReconciliationDeletions', () => {
     Array.from({ length: count }, (_, i) => `${prefix}-${i}`)
 
   it('passes a request exactly at the cap through untouched', async () => {
-    const { capReconciliationDeletions } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { capReconciliationDeletions } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     const soft = ids('soft', 250)
     const result = capReconciliationDeletions(soft, [], 1000, false)
@@ -1905,7 +1938,9 @@ describe('capReconciliationDeletions', () => {
   })
 
   it('holds a request one document over the cap', async () => {
-    const { capReconciliationDeletions } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { capReconciliationDeletions } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     const result = capReconciliationDeletions(ids('soft', 251), [], 1000, false)
 
@@ -1915,7 +1950,9 @@ describe('capReconciliationDeletions', () => {
   })
 
   it('returns empty arrays — not the inputs — when held', async () => {
-    const { capReconciliationDeletions } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { capReconciliationDeletions } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     const result = capReconciliationDeletions(ids('soft', 300), ids('hard', 300), 1000, false)
 
@@ -1925,7 +1962,9 @@ describe('capReconciliationDeletions', () => {
   })
 
   it('caps each generation separately rather than summing them', async () => {
-    const { capReconciliationDeletions } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { capReconciliationDeletions } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     /**
      * Hard deletes are the previous generation's soft deletes, already gated by
@@ -1940,7 +1979,9 @@ describe('capReconciliationDeletions', () => {
   })
 
   it('holds only the generation that breached the cap', async () => {
-    const { capReconciliationDeletions } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { capReconciliationDeletions } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     const hard = ids('hard', 100)
     const result = capReconciliationDeletions(ids('soft', 400), hard, 1000, false)
@@ -1953,7 +1994,9 @@ describe('capReconciliationDeletions', () => {
   })
 
   it('is bypassed by a forced fullSync, in both generations', async () => {
-    const { capReconciliationDeletions } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { capReconciliationDeletions } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     const hard = ids('hard', 1000)
     const hardOnly = capReconciliationDeletions([], hard, 1000, true)
@@ -1974,14 +2017,18 @@ describe('capReconciliationDeletions', () => {
   })
 
   it('applies the small-corpus floor rather than the ratio', async () => {
-    const { capReconciliationDeletions } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { capReconciliationDeletions } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     expect(capReconciliationDeletions(ids('soft', 25), [], 8, false).held).toBe(false)
     expect(capReconciliationDeletions(ids('soft', 26), [], 8, false).held).toBe(true)
   })
 
   it('honours an override that raises or lowers the cap', async () => {
-    const { capReconciliationDeletions } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { capReconciliationDeletions } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     expect(capReconciliationDeletions(ids('s', 400), [], 1000, false, { maxRatio: 0.5 }).held).toBe(
       false
@@ -1996,7 +2043,9 @@ describe('capReconciliationDeletions', () => {
 
   describe('steady churn', () => {
     it('reaches a stable state instead of ratcheting shut', async () => {
-      const { capReconciliationDeletions } = await import('@/lib/knowledge/connectors/sync-engine')
+      const { capReconciliationDeletions } = await import(
+        '@/lib/knowledge/connectors/sync-primitives'
+      )
 
       /**
        * 1,000 documents at 15% churn against a cap of 250. Under one summed cap:
@@ -2018,7 +2067,9 @@ describe('capReconciliationDeletions', () => {
 
   describe('confirmed data-loss shapes', () => {
     it('holds a partial outage that returns half a 1000-document corpus', async () => {
-      const { capReconciliationDeletions } = await import('@/lib/knowledge/connectors/sync-engine')
+      const { capReconciliationDeletions } = await import(
+        '@/lib/knowledge/connectors/sync-primitives'
+      )
 
       const result = capReconciliationDeletions(ids('missing', 500), [], 1000, false)
 
@@ -2028,7 +2079,9 @@ describe('capReconciliationDeletions', () => {
     })
 
     it('holds an externalId derivation change that orphans the whole corpus', async () => {
-      const { capReconciliationDeletions } = await import('@/lib/knowledge/connectors/sync-engine')
+      const { capReconciliationDeletions } = await import(
+        '@/lib/knowledge/connectors/sync-primitives'
+      )
 
       const result = capReconciliationDeletions(ids('old-key', 1000), [], 1000, false)
 
@@ -2041,7 +2094,7 @@ describe('capReconciliationDeletions', () => {
 
 describe('resolvePreviousOwnedCount', () => {
   it('falls back to the current owned count when the recorded count collapsed', async () => {
-    const { resolvePreviousOwnedCount } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { resolvePreviousOwnedCount } = await import('@/lib/knowledge/connectors/sync-primitives')
 
     // lastSyncDocCount excludes tombstones, so a soft-delete pass drives it to 0.
     expect(resolvePreviousOwnedCount(0, 500)).toBe(500)
@@ -2050,7 +2103,7 @@ describe('resolvePreviousOwnedCount', () => {
   })
 
   it('keeps the recorded count when it is the larger observation', async () => {
-    const { resolvePreviousOwnedCount } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { resolvePreviousOwnedCount } = await import('@/lib/knowledge/connectors/sync-primitives')
 
     expect(resolvePreviousOwnedCount(800, 500)).toBe(800)
     expect(resolvePreviousOwnedCount(500, 500)).toBe(500)
@@ -2063,7 +2116,9 @@ describe('partitionSyncReconciliation — user-excluded documents', () => {
   const noFailures = new Set<string>()
 
   it('never hard-deletes an excluded document that is already pending removal', async () => {
-    const { partitionSyncReconciliation } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { partitionSyncReconciliation } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     const result = partitionSyncReconciliation(
       [],
@@ -2078,7 +2133,9 @@ describe('partitionSyncReconciliation — user-excluded documents', () => {
   })
 
   it('still resurrects an excluded pending-removal document that reappears', async () => {
-    const { partitionSyncReconciliation } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { partitionSyncReconciliation } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     /**
      * The assertion that rejects the select-level filter. Dropping excluded rows
@@ -2099,7 +2156,9 @@ describe('partitionSyncReconciliation — user-excluded documents', () => {
   })
 
   it('never soft-deletes an excluded live document absent from the listing', async () => {
-    const { partitionSyncReconciliation } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { partitionSyncReconciliation } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     const result = partitionSyncReconciliation(
       [excluded('kept'), doc('gone')],
@@ -2113,7 +2172,9 @@ describe('partitionSyncReconciliation — user-excluded documents', () => {
   })
 
   it('exempts excluded documents from a forced fullSync purge too', async () => {
-    const { partitionSyncReconciliation } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { partitionSyncReconciliation } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     const result = partitionSyncReconciliation(
       [excluded('kept-live'), doc('gone-live')],
@@ -2129,7 +2190,9 @@ describe('partitionSyncReconciliation — user-excluded documents', () => {
 
 describe('connectorDocumentSyncTarget', () => {
   it('cannot refresh a detached, moved, excluded, or archived document', async () => {
-    const { connectorDocumentSyncTarget } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { connectorDocumentSyncTarget } = await import(
+      '@/lib/knowledge/connectors/sync-persistence'
+    )
 
     const condition = connectorDocumentSyncTarget('doc-1', 'kb-1', 'connector-1')
     for (const [column, value] of [
@@ -2158,14 +2221,14 @@ describe('connectorDocumentSyncTarget', () => {
 
 describe('countNonExcludedListed', () => {
   it('subtracts the excluded documents that appeared in the listing', async () => {
-    const { countNonExcludedListed } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { countNonExcludedListed } = await import('@/lib/knowledge/connectors/sync-primitives')
 
     expect(countNonExcludedListed(new Set(['a', 'b', 'c']), new Set(['b']))).toBe(2)
     expect(countNonExcludedListed(new Set(['a', 'b']), new Set(['a', 'b']))).toBe(0)
   })
 
   it('ignores excluded documents that were not listed', async () => {
-    const { countNonExcludedListed } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { countNonExcludedListed } = await import('@/lib/knowledge/connectors/sync-primitives')
 
     expect(countNonExcludedListed(new Set(['a']), new Set(['x', 'y', 'z']))).toBe(1)
     expect(countNonExcludedListed(new Set(), new Set(['x']))).toBe(0)
@@ -2173,7 +2236,7 @@ describe('countNonExcludedListed', () => {
 
   it('keeps the suspect-listing ratio on one population', async () => {
     const { classifySuspectListing, countNonExcludedListed } = await import(
-      '@/lib/knowledge/connectors/sync-engine'
+      '@/lib/knowledge/connectors/sync-primitives'
     )
 
     /**
@@ -2201,21 +2264,25 @@ describe('countDeletionEligibleOwned', () => {
   const excluded = (id: string) => ({ id, externalId: id, userExcluded: true })
 
   it('does not let excluded tombstones inflate the denominator', async () => {
-    const { countDeletionEligibleOwned } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { countDeletionEligibleOwned } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     expect(countDeletionEligibleOwned([doc('a')], [excluded('t1'), excluded('t2')])).toBe(1)
     expect(countDeletionEligibleOwned([doc('a')], [doc('t1'), excluded('t2')])).toBe(2)
   })
 
   it('excludes user-excluded rows from the live side too', async () => {
-    const { countDeletionEligibleOwned } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { countDeletionEligibleOwned } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     expect(countDeletionEligibleOwned([doc('a'), excluded('b')], [])).toBe(1)
   })
 
   it('agrees with the numerator on which population it counts', async () => {
     const { classifySuspectListing, countDeletionEligibleOwned, countNonExcludedListed } =
-      await import('@/lib/knowledge/connectors/sync-engine')
+      await import('@/lib/knowledge/connectors/sync-primitives')
 
     /**
      * 100 live + 100 excluded tombstones. Counting the excluded tombstones would
@@ -2238,7 +2305,9 @@ describe('countDeletionEligibleOwned', () => {
 
 describe('buildReconciliationHoldNotice', () => {
   it('places each count in its own role', async () => {
-    const { buildReconciliationHoldNotice } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { buildReconciliationHoldNotice } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     /**
      * Asserted whole rather than by three independent `toContain` checks on
@@ -2254,7 +2323,9 @@ describe('buildReconciliationHoldNotice', () => {
   })
 
   it('does not claim withheld documents are indexed when only the purge was held', async () => {
-    const { buildReconciliationHoldNotice } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { buildReconciliationHoldNotice } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     /**
      * A hard-only hold withholds documents a previous sync already tombstoned,
@@ -2268,7 +2339,9 @@ describe('buildReconciliationHoldNotice', () => {
   })
 
   it('names both consequences when both generations were held', async () => {
-    const { buildReconciliationHoldNotice } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { buildReconciliationHoldNotice } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     const notice = buildReconciliationHoldNotice(900, 250, 1000, true, true)
 
@@ -2277,7 +2350,9 @@ describe('buildReconciliationHoldNotice', () => {
   })
 
   it('describes the cap as per generation, since a sync may spend it twice', async () => {
-    const { buildReconciliationHoldNotice } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { buildReconciliationHoldNotice } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     // Saying "allowed in one sync" understated the real ceiling by 2x.
     expect(buildReconciliationHoldNotice(500, 250, 1000, true, false)).toContain(
@@ -2286,7 +2361,9 @@ describe('buildReconciliationHoldNotice', () => {
   })
 
   it('cannot be satisfied by swapping the withheld and cap counts', async () => {
-    const { buildReconciliationHoldNotice } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { buildReconciliationHoldNotice } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     expect(buildReconciliationHoldNotice(500, 250, 1000, true, false)).not.toBe(
       buildReconciliationHoldNotice(250, 500, 1000, true, false)
@@ -2459,7 +2536,7 @@ describe('sync lock lease', () => {
   })
 
   it('opens the lease in the same statement that takes the lock', async () => {
-    const { buildSyncLockAcquisition } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { buildSyncLockAcquisition } = await import('@/lib/knowledge/connectors/sync-lock')
 
     const values = buildSyncLockAcquisition('log-1', now)
 
@@ -2661,7 +2738,7 @@ describe('completeSuccessfulSync', () => {
 
 describe('stillHoldsSyncLock', () => {
   it('requires the connector to still be syncing', async () => {
-    const { stillHoldsSyncLock } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { stillHoldsSyncLock } = await import('@/lib/knowledge/connectors/sync-lock')
 
     /**
      * Without this a run reclaimed by the stale sweep still writes its terminal
@@ -2680,7 +2757,7 @@ describe('stillHoldsSyncLock', () => {
   })
 
   it('still scopes to the connector and skips archived or deleted rows', async () => {
-    const { stillHoldsSyncLock } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { stillHoldsSyncLock } = await import('@/lib/knowledge/connectors/sync-lock')
 
     const condition = stillHoldsSyncLock('c-1', 'run-a')
 
@@ -2839,7 +2916,7 @@ describe('sync lock ownership across a reclaim and reacquire', () => {
   }
 
   it('rejects the reclaimed run A and admits the live run B', async () => {
-    const { stillHoldsSyncLock } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { stillHoldsSyncLock } = await import('@/lib/knowledge/connectors/sync-lock')
 
     /**
      * A outlived the TTL, the reaper reclaimed its lock, and replacement B took
@@ -2852,7 +2929,7 @@ describe('sync lock ownership across a reclaim and reacquire', () => {
   })
 
   it('rejects a run whose lock was reclaimed with no replacement yet', async () => {
-    const { stillHoldsSyncLock } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { stillHoldsSyncLock } = await import('@/lib/knowledge/connectors/sync-lock')
 
     const reclaimed = {
       ...rowHeldByB,
@@ -2864,7 +2941,7 @@ describe('sync lock ownership across a reclaim and reacquire', () => {
   })
 
   it('admits the run that still holds its own lock', async () => {
-    const { stillHoldsSyncLock } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { stillHoldsSyncLock } = await import('@/lib/knowledge/connectors/sync-lock')
 
     const heldByA = { ...rowHeldByB, [schemaMock.knowledgeConnector.syncLockToken]: RUN_A }
 
@@ -2872,7 +2949,7 @@ describe('sync lock ownership across a reclaim and reacquire', () => {
   })
 
   it('rejects a run whose connector was paused mid-sync', async () => {
-    const { stillHoldsSyncLock } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { stillHoldsSyncLock } = await import('@/lib/knowledge/connectors/sync-lock')
 
     const paused = {
       ...rowHeldByB,
@@ -2893,7 +2970,7 @@ describe('sync lock ownership across a reclaim and reacquire', () => {
 
 describe('buildSyncLockAcquisition', () => {
   it('claims the lock and stamps ownership in one payload', async () => {
-    const { buildSyncLockAcquisition } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { buildSyncLockAcquisition } = await import('@/lib/knowledge/connectors/sync-lock')
 
     const now = new Date('2026-08-20T00:00:00.000Z')
     const acquisition = buildSyncLockAcquisition('run-a', now)
@@ -2910,7 +2987,7 @@ describe('buildSyncLockAcquisition', () => {
 
 describe('LOCKABLE_CONNECTOR_STATUSES', () => {
   it('refuses to start a run on a connector someone paused or disabled', async () => {
-    const { LOCKABLE_CONNECTOR_STATUSES } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { LOCKABLE_CONNECTOR_STATUSES } = await import('@/lib/knowledge/connectors/sync-lock')
 
     /**
      * The queue outlives the decision to sync. A connector paused *after* its
@@ -2935,21 +3012,21 @@ describe('LOCKABLE_CONNECTOR_STATUSES', () => {
 
 describe('shouldHeartbeatSyncLock', () => {
   it('beats once the interval has elapsed', async () => {
-    const { shouldHeartbeatSyncLock } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { shouldHeartbeatSyncLock } = await import('@/lib/knowledge/connectors/sync-lock')
 
     expect(shouldHeartbeatSyncLock(1_000, 0, 1_000)).toBe(true)
     expect(shouldHeartbeatSyncLock(1_001, 0, 1_000)).toBe(true)
   })
 
   it('does not beat before the interval has elapsed', async () => {
-    const { shouldHeartbeatSyncLock } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { shouldHeartbeatSyncLock } = await import('@/lib/knowledge/connectors/sync-lock')
 
     expect(shouldHeartbeatSyncLock(999, 0, 1_000)).toBe(false)
     expect(shouldHeartbeatSyncLock(0, 0, 1_000)).toBe(false)
   })
 
   it('defaults to an interval far below the reclaim TTL', async () => {
-    const { shouldHeartbeatSyncLock } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { shouldHeartbeatSyncLock } = await import('@/lib/knowledge/connectors/sync-lock')
     const { CONNECTOR_SYNC_STALE_LOCK_TTL_MS, SYNC_LOCK_HEARTBEAT_INTERVAL_MS } = await import(
       '@/lib/knowledge/connectors/sync-limits'
     )
@@ -2972,7 +3049,7 @@ describe('heartbeatSyncLock', () => {
   })
 
   it('extends the lock lease alone, under the run own lock guard', async () => {
-    const { heartbeatSyncLock } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { heartbeatSyncLock } = await import('@/lib/knowledge/connectors/sync-lock')
 
     await heartbeatSyncLock('c-1', 'run-a')
 
@@ -3000,7 +3077,7 @@ describe('heartbeatSyncLock', () => {
   })
 
   it('reports a lost lock so the run can stop instead of racing its replacement', async () => {
-    const { heartbeatSyncLock } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { heartbeatSyncLock } = await import('@/lib/knowledge/connectors/sync-lock')
 
     dbChainMockFns.returning.mockResolvedValueOnce([])
     expect(await heartbeatSyncLock('c-1', 'run-a')).toBe(false)
@@ -3010,7 +3087,7 @@ describe('heartbeatSyncLock', () => {
   })
 
   it('can require the connector to remain live before destructive follow-up work', async () => {
-    const { heartbeatLiveSyncLock } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { heartbeatLiveSyncLock } = await import('@/lib/knowledge/connectors/sync-lock')
 
     dbChainMockFns.returning.mockResolvedValueOnce([{ id: 'c-1' }])
     expect(await heartbeatLiveSyncLock('c-1', 'run-a')).toBe(true)
@@ -3149,7 +3226,9 @@ describe('resolveStaleProcessingMinutes', () => {
 
 describe('SWEEPABLE_PROCESSING_STATUSES', () => {
   it('never includes a completed document', async () => {
-    const { SWEEPABLE_PROCESSING_STATUSES } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { SWEEPABLE_PROCESSING_STATUSES } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
 
     /**
      * The sweep reclaims by deleting embeddings and re-dispatching, so a
@@ -3161,7 +3240,9 @@ describe('SWEEPABLE_PROCESSING_STATUSES', () => {
   })
 
   it('covers every non-terminal state so nothing is stranded', async () => {
-    const { SWEEPABLE_PROCESSING_STATUSES } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { SWEEPABLE_PROCESSING_STATUSES } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
+    )
     const { DOCUMENT_PROCESSING_STATUSES } = await import('@/lib/knowledge/documents/types')
 
     const unreclaimable = DOCUMENT_PROCESSING_STATUSES.filter(
@@ -3313,8 +3394,9 @@ describe('executeSync hard-delete reconciliation', () => {
   })
 
   it('bounds and orders the stuck-document sweep instead of draining a backlog at once', async () => {
-    const { executeSync, STUCK_RETRY_MAX_CANDIDATES_PER_SYNC } = await import(
-      '@/lib/knowledge/connectors/sync-engine'
+    const { executeSync } = await import('@/lib/knowledge/connectors/sync-engine')
+    const { STUCK_RETRY_MAX_CANDIDATES_PER_SYNC } = await import(
+      '@/lib/knowledge/connectors/sync-primitives'
     )
     const { hardDeleteDocuments } = await import('@/lib/knowledge/documents/service')
 
diff --git a/apps/sim/lib/knowledge/connectors/sync-engine.ts b/apps/sim/lib/knowledge/connectors/sync-engine.ts
index c501a529593..bc8cb5d7fda 100644
--- a/apps/sim/lib/knowledge/connectors/sync-engine.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-engine.ts
@@ -1,264 +1,66 @@
 import { db } from '@sim/db'
 import {
   document,
-  embedding,
   knowledgeBase,
   knowledgeConnector,
   knowledgeConnectorSyncLog,
 } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
-import { getErrorMessage, toError } from '@sim/utils/errors'
+import { toError } from '@sim/utils/errors'
 import { generateId } from '@sim/utils/id'
 import { randomInt } from '@sim/utils/random'
-import {
-  and,
-  asc,
-  desc,
-  eq,
-  exists,
-  gt,
-  inArray,
-  isNotNull,
-  isNull,
-  lt,
-  ne,
-  or,
-  sql,
-} from 'drizzle-orm'
+import { and, asc, eq, exists, gt, inArray, isNotNull, isNull, sql } from 'drizzle-orm'
 import { decryptApiKey } from '@/lib/api-key/crypto'
 import {
   assertBillingAttributionSnapshot,
   type BillingAttributionSnapshot,
 } from '@/lib/billing/core/billing-attribution'
-import { env, envNumber } from '@/lib/core/config/env'
-import { getInternalApiBaseUrl } from '@/lib/core/utils/urls'
 import { resolveCredentialTokenIdentity } from '@/lib/credentials/access'
 import {
   CONNECTOR_AUTO_DISABLED_ERROR,
   CONNECTOR_FAILURE_BACKOFF_CAP_MINUTES,
   connectorFailureBackoffMinutes,
   MAX_CONSECUTIVE_FAILURES,
-  SYNC_LOCK_HEARTBEAT_INTERVAL_MS,
 } from '@/lib/knowledge/connectors/sync-limits'
-import { DOCUMENT_PROCESSING_STALE_THRESHOLD_MS } from '@/lib/knowledge/documents/processing-timeouts.server'
-import type { DocumentData } from '@/lib/knowledge/documents/service'
 import {
-  ConnectorSyncDeletionGuardError,
-  hardDeleteDocuments,
-  processDocumentsWithQueue,
-} from '@/lib/knowledge/documents/service'
+  buildSyncLockAcquisition,
+  createContentSyncLease,
+  holdsSyncLockToken,
+  LOCKABLE_CONNECTOR_STATUSES,
+  SyncLockLostException,
+  stillHoldsSyncLock,
+} from '@/lib/knowledge/connectors/sync-lock'
+import type { KnowledgeBaseOwner } from '@/lib/knowledge/connectors/sync-persistence'
 import {
-  type DocumentProcessingStatus,
-  isDocumentProcessingStatus,
-  MAX_PROCESSING_ATTEMPTS,
-  QUEUED_DISPATCH_GRACE_MS,
-} from '@/lib/knowledge/documents/types'
+  ConnectorDeletedException,
+  ConnectorSyncCapacityError,
+  checkSyncTargetPresence,
+  classifyListing,
+  createSyncRunState,
+  loadOwnedCorpus,
+  processDocOps,
+  RETRY_WINDOW_DAYS,
+  reconcileDeletions,
+  runListingPass,
+  shouldRunIncrementalSync,
+  sweepStuckDocuments,
+} from '@/lib/knowledge/connectors/sync-primitives'
+import { hardDeleteDocuments } from '@/lib/knowledge/documents/service'
 import { getRetryAfterMs, isRateLimitError } from '@/lib/knowledge/documents/utils'
 import { refreshAccessTokenIfNeeded } from '@/lib/oauth/credential-service'
-import { StorageService } from '@/lib/uploads'
-import { buildStorageKeySegment } from '@/lib/uploads/core/storage-key'
-import { deleteFile } from '@/lib/uploads/core/storage-service'
-import { deleteFileMetadata } from '@/lib/uploads/server/metadata'
-import { extractStorageKey } from '@/lib/uploads/utils/file-utils'
 import { CONNECTOR_REGISTRY } from '@/connectors/registry.server'
-import type {
-  ConnectorAuthConfig,
-  DocumentTags,
-  ExternalDocument,
-  SyncResult,
-} from '@/connectors/types'
-import { hasIndexablePayload } from '@/connectors/utils'
+import type { ConnectorAuthConfig, SyncResult } from '@/connectors/types'
 
 const logger = createLogger('ConnectorSyncEngine')
 
 const RATE_LIMIT_RETRY_JITTER_MAX_MS = 60_000
-
-/**
- * Raised when a run discovers mid-flight that it no longer holds its sync lock.
- *
- * Stops it doing hours of further work whose terminal write would be rejected,
- * and — more importantly — stops it writing documents concurrently with the
- * replacement run that took the lock.
- */
-class SyncLockLostException extends Error {
-  constructor(connectorId: string) {
-    super(`Sync lock for connector ${connectorId} was reclaimed during sync`)
-    this.name = 'SyncLockLostException'
-  }
-}
-
-class ConnectorDeletedException extends Error {
-  constructor(connectorId: string) {
-    super(`Connector ${connectorId} was deleted during sync`)
-    this.name = 'ConnectorDeletedException'
-  }
-}
-
-const SYNC_BATCH_SIZE = 5
-/** Unknown deferred downloads run alone; actual connector files can reach this budget. */
-const DEFAULT_OP_SIZE_BYTES = 64 * 1024 * 1024
-/**
- * Max summed source bytes hydrated/uploaded concurrently within a batch. Each
- * in-flight file materializes as a content string plus an upload buffer, so this
- * bounds peak worker memory: a few large files near the per-file cap are processed
- * in smaller sub-chunks instead of all at once, while small files still process up
- * to SYNC_BATCH_SIZE at a time.
- */
-const CONTENT_INFLIGHT_BUDGET_BYTES = 64 * 1024 * 1024
-const MAX_PAGES = 500
-/**
- * Maximum documents retained in either the source corpus or owned corpus.
- *
- * The engine needs the complete source identity set and the connector's complete
- * owned-document set at the same time to distinguish adds from updates and to
- * reconcile deletions safely. Page-count limits alone do not bound that working
- * set: a connector page can contain many documents, and an incremental connector
- * can accumulate a corpus much larger than its current page. The two corpora
- * coexist, so the row-count peak is twice this value plus bounded
- * maps and operation references. Crossing either per-corpus ceiling fails before
- * document writes.
- */
-export const CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS = 50_000
-
-export const CONNECTOR_SYNC_MAX_SOURCE_PAYLOAD_BYTES = 256 * 1024 * 1024
-const MAX_SAFE_TITLE_LENGTH = 200
-/**
- * How many stuck documents are re-dispatched per call.
- *
- * The retry backlog is unbounded, and on the in-process fallback path
- * `processDocumentsWithQueue` parses, embeds, and indexes every document it is
- * given before returning. Handing it the whole backlog made the retry a single
- * await no heartbeat could interrupt; chunking gives the beat somewhere to run.
- */
-const STUCK_RETRY_DISPATCH_CHUNK_SIZE = 25
-
-/**
- * How many stuck-document candidates one sync will consider.
- *
- * {@link STUCK_RETRY_DISPATCH_CHUNK_SIZE} paces the dispatch loop but does not
- * bound it — the candidate query had no limit, so a connector carrying a large
- * backlog dispatched the whole thing at once. One did: 2,959 documents enqueued
- * in fifteen seconds onto a queue every workspace shares, at
- * {@link PROCESSING_QUEUE_CONCURRENCY} concurrent runs. Nothing was
- * double-billed — those documents were genuinely unindexed — but one connector
- * monopolized the queue, and each dispatch mints a fresh `requestId`, so the
- * Trigger.dev idempotency key differs every pass and none of it deduplicates.
- *
- * 200 keeps a single sync's contribution to roughly ten minutes of queue
- * occupancy at the default concurrency. A backlog larger than this is not
- * dropped: candidates are taken oldest-first and whatever is left stays
- * eligible, so consecutive syncs drain it steadily instead of in one burst.
- */
-export const STUCK_RETRY_MAX_CANDIDATES_PER_SYNC = 200
-
-/**
- * How many documents reconciliation hard-deletes per call.
- *
- * `hardDeleteDocuments` deletes storage objects, embeddings, and rows for its
- * whole argument in serialized transactions, and a forced `fullSync` overriding
- * a connector's listing cap can hand it tens of thousands of ids — one await
- * spanning the widest gap between heartbeats in the sync, with the deletes
- * themselves the slowest work in it. Chunking gives the beat somewhere to run,
- * so a long purge stops looking dead to the reaper. Sized like the dispatch
- * chunk above: small enough that a chunk cannot outlast the heartbeat interval,
- * large enough that the per-call overhead stays negligible.
- */
-const HARD_DELETE_CHUNK_SIZE = 25
 const CONNECTOR_DELETION_CLEANUP_BATCH_SIZE = 250
-/**
- * Concurrent `knowledge-process-document` runs, shared by every workspace.
- *
- * Read from the same env var the task itself is configured with rather than
- * restated, so the drain estimate below cannot describe a queue depth the
- * deployment does not actually run.
- */
-const PROCESSING_QUEUE_CONCURRENCY = envNumber(env.KB_CONFIG_CONCURRENCY_LIMIT, 20)
-
-class ConnectorSyncCapacityError extends Error {}
-
-class ConnectorSyncWorkingSetLimitError extends ConnectorSyncCapacityError {
-  constructor(connectorId: string, scope: 'source listing' | 'owned corpus') {
-    super(
-      `Connector ${connectorId} ${scope} exceeds the safe per-corpus limit of ${CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS.toLocaleString()} documents. Narrow the configured source scope or set a connector document limit before syncing again.`
-    )
-    this.name = 'ConnectorSyncWorkingSetLimitError'
-  }
-}
-
-/**
- * Returns a query's sentinel-inclusive limit for the remaining working-set
- * budget. The extra row proves the corpus exceeded the cap without loading the
- * rest of it.
- */
-export function syncWorkingSetQueryLimit(rowsAlreadyLoaded: number): number {
-  return Math.max(CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS - rowsAlreadyLoaded, 0) + 1
-}
-
-export function sourcePageFitsSyncWorkingSet(rowsAlreadyLoaded: number, pageRows: number): boolean {
-  return rowsAlreadyLoaded + pageRows <= CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS
-}
-
-function assertSyncWorkingSetWithinLimit(
-  connectorId: string,
-  rowsAlreadyLoaded: number,
-  rowsJustLoaded: number
-): void {
-  if (rowsAlreadyLoaded + rowsJustLoaded > CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS) {
-    throw new ConnectorSyncWorkingSetLimitError(connectorId, 'owned corpus')
-  }
-}
-
-function retainedExternalDocumentBytes(doc: ExternalDocument): number {
-  let bytes = Buffer.byteLength(doc.externalId) + Buffer.byteLength(doc.title)
-  bytes += Buffer.byteLength(doc.content ?? '')
-  bytes += Buffer.byteLength(doc.sourceUrl ?? '')
-  bytes += Buffer.byteLength(doc.contentHash ?? '')
-  if (doc.sourceFile?.bytes) bytes += doc.sourceFile.bytes.byteLength
-  try {
-    bytes += Buffer.byteLength(JSON.stringify(doc.metadata ?? {}))
-  } catch {
-    bytes += DEFAULT_OP_SIZE_BYTES
-  }
-  return bytes
-}
-
-/** Fails listing before the engine retains an unbounded inline-content corpus. */
-export function addSourcePagePayloadBytes(
-  retainedBytes: number,
-  documents: ExternalDocument[]
-): number {
-  let nextBytes = retainedBytes
-  for (const doc of documents) {
-    nextBytes += retainedExternalDocumentBytes(doc)
-    if (nextBytes > CONNECTOR_SYNC_MAX_SOURCE_PAYLOAD_BYTES) {
-      throw new ConnectorSyncCapacityError(
-        `Connector source listing exceeds the safe retained-payload limit of ${CONNECTOR_SYNC_MAX_SOURCE_PAYLOAD_BYTES.toLocaleString()} bytes. Use a narrower source scope or a deferred-content connector.`
-      )
-    }
-  }
-  return nextBytes
-}
 
 export {
   resolveStaleProcessingMinutes,
   worstCaseProcessingMinutes,
 } from '@/lib/knowledge/documents/types'
 
-/**
- * How long a document may sit in `processing` before the sweep treats its run as
- * abandoned — and deletes its embeddings and re-dispatches it.
- *
- * DERIVED, not fixed at 45. The sweep reclaims by deleting live work, so this
- * must exceed the longest a legitimate run can take. That bound is
- * `KB_CONFIG_MAX_DURATION` x `KB_CONFIG_MAX_ATTEMPTS`, which an operator can
- * raise: at the previous hard-coded 45, setting `KB_CONFIG_MAX_DURATION` above
- * 900s silently made every long run look abandoned, so the sweep would delete
- * the embeddings of documents that were still being indexed and bill a second
- * pass. Deriving it keeps the invariant true at any configuration; the floor
- * preserves today's value at the defaults.
- */
-const STALE_PROCESSING_MINUTES = DOCUMENT_PROCESSING_STALE_THRESHOLD_MS / (60 * 1000)
-const RETRY_WINDOW_DAYS = 7
 const RUNNABLE_CONNECTOR_STATUSES = ['active', 'error'] as const
 
 /** Whether an automatic connector sync may begin from this persisted state. */
@@ -266,438 +68,6 @@ export function isConnectorRunnableStatus(status: string): boolean {
   return RUNNABLE_CONNECTOR_STATUSES.some((runnableStatus) => runnableStatus === status)
 }
 
-/**
- * Processing states the stuck-document sweep may reclaim from.
- *
- * One constant used by BOTH the candidate SELECT and the reset UPDATE. The
- * UPDATE has to re-assert what the SELECT filtered on — the ownership re-check
- * between them covers `connectorId` only, so a document that completed in that
- * window would otherwise be reset and have its embeddings deleted. Sharing the
- * list means the two cannot drift into disagreeing about what is reclaimable.
- */
-export const SWEEPABLE_PROCESSING_STATUSES = ['pending', 'failed', 'processing'] as const
-
-/** The processing state the stuck-document sweep decides on, one row at a time. */
-export interface StuckDocumentSweepCandidate {
-  processingStatus: DocumentProcessingStatus
-  processingQueuedAt: Date | null
-  processingStartedAt: Date | null
-  processingDeferredUntil: Date | null
-  processingCompletedAt: Date | null
-  uploadedAt: Date
-}
-
-/**
- * Decides whether the sweep may reclaim one document — delete its embeddings,
- * reset it, and dispatch it again.
- *
- * Since document processing is dispatched to `knowledge-process-document`
- * rather than awaited inline, a document sits at `pending` from dispatch until
- * a worker claims it; `processing` is only written once a worker has actually
- * started. Reclaiming a `pending` document therefore risks racing a run that is
- * still queued, which both duplicates its work and bills a second indexing
- * pass, so queued documents get {@link QUEUED_DISPATCH_GRACE_MS} before they
- * are considered lost — the same grace the user-facing retry waits out before
- * it will admit a `pending` document.
- *
- * Queue wait is measured from `processingQueuedAt`, stamped in one place —
- * `markDocumentsQueued`, which every dispatch funnels through, so the column
- * always describes the attempt that is live right now.
- * It falls back to `uploadedAt` when NULL, which covers a document dispatched
- * by the sync that created it (`uploadedAt` then sits within that sync's own
- * runtime, an over-estimate bounded by the one-hour sync ceiling) and rows
- * written before the column existed.
- *
- * `failed` is not a terminal state and gets the same grace. `processDocumentAsync`
- * records the failure and then rethrows, so `knowledge-process-document` retries
- * it up to `maxAttempts` (3): between attempts the row reads `failed` while a
- * live run is scheduled to pick it up again. The gap between attempts is bounded
- * by the queue, not by run duration — a retried run re-enters the same queue
- * behind the same global concurrency limit — so `maxDuration` x `maxAttempts`
- * (30 minutes) and `STALE_PROCESSING_MINUTES` are both far too short to be safe
- * here: on the very backlog this grace exists for, the next attempt starts hours
- * after the last one ended. `failed` is therefore aged from
- * `processingCompletedAt`, the instant the last attempt ended, which every
- * failure write stamps.
- *
- * A document whose retries genuinely exhaust is still recovered: its final
- * failure stops moving `processingCompletedAt`, so one grace later it becomes
- * eligible and the next sync re-dispatches it. Recovery is delayed by the grace,
- * never lost. The user-facing retry stays immediate — it writes `pending` and
- * dispatches without consulting the sweep at all.
- *
- * The grace decides when a queued run may be superseded, but correctness does
- * not depend on that timing judgment. Every task carries the queue stamp its
- * dispatch installed and must match it before claiming or billing the row. A
- * sweep clears the abandoned stamp before installing a new one, so a late old
- * task declines while the replacement proceeds. Queue admission also claims
- * only an empty stamp, preventing concurrent callers from charging or enqueuing
- * two live generations for the same pending document.
- */
-export function isStuckDocumentSweepEligible(doc: StuckDocumentSweepCandidate, now: Date): boolean {
-  switch (doc.processingStatus) {
-    case 'failed': {
-      const lastAttemptEndedAt =
-        doc.processingCompletedAt ?? doc.processingQueuedAt ?? doc.uploadedAt
-      return now.getTime() - lastAttemptEndedAt.getTime() > QUEUED_DISPATCH_GRACE_MS
-    }
-    case 'pending': {
-      if (doc.processingDeferredUntil) {
-        return now.getTime() - doc.processingDeferredUntil.getTime() > QUEUED_DISPATCH_GRACE_MS
-      }
-      const queuedAt = doc.processingQueuedAt ?? doc.uploadedAt
-      return now.getTime() - queuedAt.getTime() > QUEUED_DISPATCH_GRACE_MS
-    }
-    case 'processing': {
-      if (!doc.processingStartedAt) return true
-      return (
-        now.getTime() - doc.processingStartedAt.getTime() > STALE_PROCESSING_MINUTES * 60 * 1000
-      )
-    }
-    // No `default`: a status added to DocumentProcessingStatus must fail
-    // type-check here rather than silently reading as "not eligible".
-    case 'completed':
-      return false
-  }
-}
-
-export function stuckDocumentSweepAgeAnchor(doc: StuckDocumentSweepCandidate): Date {
-  switch (doc.processingStatus) {
-    case 'failed':
-      return doc.processingCompletedAt ?? doc.processingQueuedAt ?? doc.uploadedAt
-    case 'pending':
-      return doc.processingDeferredUntil ?? doc.processingQueuedAt ?? doc.uploadedAt
-    case 'processing':
-      return doc.processingStartedAt ?? new Date(0)
-    case 'completed':
-      return doc.uploadedAt
-  }
-}
-
-export function selectStuckDocumentSweepCandidates<
-  T extends StuckDocumentSweepCandidate & { id: string },
->(documents: T[], now: Date, limit = STUCK_RETRY_MAX_CANDIDATES_PER_SYNC): T[] {
-  return documents
-    .filter((doc) => isStuckDocumentSweepEligible(doc, now))
-    .sort((left, right) => {
-      const ageOrder =
-        stuckDocumentSweepAgeAnchor(left).getTime() - stuckDocumentSweepAgeAnchor(right).getTime()
-      return ageOrder || left.id.localeCompare(right.id)
-    })
-    .slice(0, limit)
-}
-
-/** Sanitizes a document title for use in S3 storage keys. */
-function sanitizeStorageTitle(title: string): string {
-  return title.replace(/[^a-zA-Z0-9.-]/g, '_').slice(0, MAX_SAFE_TITLE_LENGTH)
-}
-
-/**
- * Sanitizes a source file's name for a storage key, keeping its extension.
- *
- * `sanitizeStorageTitle` truncates a long title outright, which for a source file
- * would cut the extension off the end — and the extension is what
- * `resolveStoredArtifactExtension` reads to pick a parser. Such a document would
- * still parse correctly by falling back to its display name, but only by luck;
- * preserving the suffix keeps the storage key authoritative for every file rather
- * than for most of them.
- */
-function sanitizeStorageFileName(fileName: string): string {
-  const dotIndex = fileName.lastIndexOf('.')
-  if (dotIndex <= 0) return sanitizeStorageTitle(fileName)
-
-  const extension = sanitizeStorageTitle(fileName.slice(dotIndex))
-  const base = sanitizeStorageTitle(fileName.slice(0, dotIndex)).slice(
-    0,
-    Math.max(1, MAX_SAFE_TITLE_LENGTH - extension.length)
-  )
-  return base + extension
-}
-
-/**
- * The bytes to store for a connector document, together with the name and type
- * that describe them.
- *
- * The stored object must declare the format it actually holds, because
- * `resolveStoredArtifactExtension` picks the parser off its storage key. A
- * connector that hands over the source file keeps that file's own name and type,
- * so the shared pipeline parses it exactly as an upload of the same file — which
- * is what routes PDFs to OCR. A connector that extracted text itself stores
- * `.txt`, since that is what the bytes now are; keeping the source extension
- * there would re-parse extracted text as the original binary.
- */
-function connectorStoredArtifact(extDoc: ExternalDocument): {
-  bytes: Buffer
-  fileName: string
-  mimeType: string
-} {
-  if (extDoc.sourceFile) {
-    return {
-      bytes: extDoc.sourceFile.bytes,
-      fileName: sanitizeStorageFileName(extDoc.sourceFile.fileName),
-      mimeType: extDoc.sourceFile.mimeType,
-    }
-  }
-  return {
-    bytes: Buffer.from(extDoc.content, 'utf-8'),
-    fileName: `${sanitizeStorageTitle(extDoc.title)}.txt`,
-    mimeType: 'text/plain',
-  }
-}
-type KnowledgeBaseLockingTx = Pick<typeof db, 'execute' | 'select'>
-
-type DocOp =
-  | { type: 'add'; extDoc: ExternalDocument }
-  | { type: 'update'; existingId: string; extDoc: ExternalDocument }
-  | { type: 'skip'; existingId?: string; extDoc: ExternalDocument }
-
-type DocClassification =
-  | { type: 'add' }
-  | { type: 'update'; existingId: string }
-  | { type: 'skip'; existingId?: string }
-  | { type: 'unchanged' }
-  | { type: 'drop' }
-
-export function shouldReplaceExistingWithSkippedDocument(
-  existing: { storageKey?: string | null },
-  skipped: Pick<ExternalDocument, 'skippedExistingDisposition'>
-): boolean {
-  return existing.storageKey === null || skipped.skippedExistingDisposition === 'replace'
-}
-
-/**
- * Decides what a listed external document becomes during reconciliation.
- *
- * - `skip`: connector flagged it (e.g. too large) and it is not already indexed —
- *   record a visible `failed` document instead of dropping it silently. Existing
- *   content stays last-known-good unless the connector marks the skip authoritative.
- * - `drop`: empty, non-deferred content that cannot be indexed.
- * - `add` / `update` / `unchanged`: normal content reconciliation by content hash.
- * - A deferred listing always rehydrates an existing content-less placeholder,
- *   even when its listing hash is unchanged, so a prior hydration-time skip can
- *   recover when the source becomes indexable.
- *
- * `forceRehydrate` (set on a full resync of a `rehydrateOnFullSync` connector) promotes
- * an otherwise-`unchanged` deferred document to `update` so its content is re-fetched —
- * needed when rendered content can drift without the hash changing (e.g. Confluence
- * transclusions). Non-deferred docs already carry final content from listing, so they
- * are left `unchanged` (re-indexing identical content would be pointless).
- */
-export function classifyExternalDoc(
-  extDoc: Pick<
-    ExternalDocument,
-    | 'content'
-    | 'sourceFile'
-    | 'contentDeferred'
-    | 'contentHash'
-    | 'skippedReason'
-    | 'skippedExistingDisposition'
-  >,
-  existing: { id: string; contentHash: string | null; storageKey?: string | null } | undefined,
-  forceRehydrate = false
-): DocClassification {
-  if (extDoc.skippedReason) {
-    if (!existing) return { type: 'skip' }
-    return shouldReplaceExistingWithSkippedDocument(existing, extDoc)
-      ? { type: 'skip', existingId: existing.id }
-      : { type: 'unchanged' }
-  }
-  if (!hasIndexablePayload(extDoc) && !extDoc.contentDeferred) {
-    return { type: 'drop' }
-  }
-  if (!existing) {
-    return { type: 'add' }
-  }
-  if (existing.storageKey === null && extDoc.contentDeferred) {
-    return { type: 'update', existingId: existing.id }
-  }
-  if (existing.contentHash !== extDoc.contentHash) {
-    return { type: 'update', existingId: existing.id }
-  }
-  if (forceRehydrate && extDoc.contentDeferred) {
-    return { type: 'update', existingId: existing.id }
-  }
-  return { type: 'unchanged' }
-}
-
-/**
- * Merges a hydrated document over the listing stub it was fetched for.
- *
- * Every field the connector restates on hydration has to be carried, not just the
- * content. A stub is built before the file is fetched and declares `text/plain`,
- * so any field left behind keeps a value that is wrong for the bytes now attached
- * — which is how a hydrated PDF ends up still claiming plain text. Storage reads
- * `sourceFile.mimeType`, so that particular staleness is invisible until
- * something reaches for the obvious field instead.
- *
- * Extracted from the hydration loop so the merge is a stated contract with a test
- * rather than an inline spread that is easy to under-specify.
- */
-export function mergeHydratedDocument(
-  stub: ExternalDocument,
-  hydrated: ExternalDocument,
-  contentHash: string
-): ExternalDocument {
-  return {
-    ...stub,
-    title: hydrated.title || stub.title,
-    content: hydrated.content,
-    sourceFile: hydrated.sourceFile,
-    mimeType: hydrated.mimeType,
-    contentHash,
-    contentDeferred: false,
-    sourceUrl: hydrated.sourceUrl ?? stub.sourceUrl,
-    metadata: { ...stub.metadata, ...hydrated.metadata },
-  }
-}
-
-/**
- * Merges a hydration-time skip marker onto its listing stub.
- *
- * A skipped hydration did not verify indexable content, so its provider-specific
- * fallback hash cannot supersede the listing hash used by the next sync's change
- * classification. Keeping the listing hash makes a newly persisted skip stable
- * until the source metadata changes. A connector can explicitly provide
- * `skippedRetryContentHash` when the skip must be retried independently of that
- * metadata, such as a Notion nested block whose access changes without editing
- * its parent page.
- */
-export function mergeHydratedSkippedDocument(
-  stub: ExternalDocument,
-  hydrated: ExternalDocument
-): ExternalDocument {
-  return {
-    ...stub,
-    content: '',
-    contentHash: hydrated.skippedRetryContentHash ?? stub.contentHash,
-    contentDeferred: false,
-    skippedReason: hydrated.skippedReason,
-    skippedExistingDisposition: hydrated.skippedExistingDisposition,
-    metadata: { ...stub.metadata, ...hydrated.metadata },
-  }
-}
-
-/**
- * A listed deferred document is known to exist at listing time. A null hydration
- * is therefore ambiguous provider failure, not authoritative deletion: treating
- * it as a successful drop can advance an incremental watermark past a document
- * that merely became inaccessible.
- */
-export function requireHydratedListedDocument(
-  document: ExternalDocument | null,
-  externalId: string
-): ExternalDocument {
-  if (!document) {
-    throw new Error(`Connector returned no content for listed document ${externalId}`)
-  }
-  return document
-}
-
-/**
- * Records a source update that was observed but could not be verified or
- * persisted. The stored document remains last-known-good, while `docsFailed`
- * prevents an incremental watermark from advancing past the consumed change.
- */
-export function recordUnverifiedExistingRefresh(
-  result: Pick<SyncResult, 'docsFailed'>,
-  failedExternalIds: Set<string>,
-  externalId: string
-): void {
-  if (failedExternalIds.has(externalId)) return
-  failedExternalIds.add(externalId)
-  result.docsFailed++
-}
-
-/** Actual retained bytes when available, otherwise a conservative deferred estimate. */
-function estimateOpSizeBytes(op: DocOp): number {
-  // Skip ops load no content (just a row insert), so they do not count against the
-  // in-flight content budget.
-  if (op.type === 'skip') return 0
-  if (op.extDoc.sourceFile?.bytes) return op.extDoc.sourceFile.bytes.byteLength
-  if (op.extDoc.content) return Buffer.byteLength(op.extDoc.content)
-  const size = op.extDoc.metadata?.fileSize ?? op.extDoc.metadata?.size
-  return typeof size === 'number' && Number.isFinite(size) && size > 0
-    ? size
-    : DEFAULT_OP_SIZE_BYTES
-}
-
-/**
- * Splits content ops into sub-chunks bounded by both a count (maxCount) and a summed
- * byte budget, so large files are hydrated/uploaded a few at a time. A single op
- * larger than the budget still forms its own chunk (always >= 1 op per chunk).
- */
-export function chunkOpsByByteBudget(
-  ops: DocOp[],
-  budgetBytes: number,
-  maxCount: number
-): DocOp[][] {
-  const chunks: DocOp[][] = []
-  let current: DocOp[] = []
-  let currentBytes = 0
-  for (const op of ops) {
-    const bytes = estimateOpSizeBytes(op)
-    if (current.length > 0 && (current.length >= maxCount || currentBytes + bytes > budgetBytes)) {
-      chunks.push(current)
-      current = []
-      currentBytes = 0
-    }
-    current.push(op)
-    currentBytes += bytes
-  }
-  if (current.length > 0) {
-    chunks.push(current)
-  }
-  return chunks
-}
-
-/**
- * Single-roundtrip check that this sync's targets still exist.
- *
- * Named for presence rather than liveness deliberately: this file uses
- * "liveness" in its distributed-systems sense — a run proving it is still
- * working, via {@link heartbeatSyncLock} — and reusing the word for a row
- * existence check conflated two unrelated questions three lines apart.
- */
-async function checkSyncTargetPresence(
-  connectorId: string,
-  knowledgeBaseId: string
-): Promise<{ connectorDeleted: boolean; knowledgeBaseDeleted: boolean }> {
-  const rows = await db
-    .select({
-      connectorArchivedAt: knowledgeConnector.archivedAt,
-      connectorDeletedAt: knowledgeConnector.deletedAt,
-      kbDeletedAt: knowledgeBase.deletedAt,
-    })
-    .from(knowledgeConnector)
-    .innerJoin(knowledgeBase, eq(knowledgeBase.id, knowledgeConnector.knowledgeBaseId))
-    .where(and(eq(knowledgeConnector.id, connectorId), eq(knowledgeBase.id, knowledgeBaseId)))
-    .limit(1)
-
-  if (rows.length === 0) {
-    return { connectorDeleted: true, knowledgeBaseDeleted: true }
-  }
-  const row = rows[0]
-  return {
-    connectorDeleted: row.connectorArchivedAt !== null || row.connectorDeletedAt !== null,
-    knowledgeBaseDeleted: row.kbDeletedAt !== null,
-  }
-}
-
-async function isKnowledgeBaseActiveInTx(
-  tx: KnowledgeBaseLockingTx,
-  knowledgeBaseId: string
-): Promise<boolean> {
-  await tx.execute(sql`SELECT 1 FROM knowledge_base WHERE id = ${knowledgeBaseId} FOR UPDATE`)
-
-  const rows = await tx
-    .select({ id: knowledgeBase.id })
-    .from(knowledgeBase)
-    .where(and(eq(knowledgeBase.id, knowledgeBaseId), isNull(knowledgeBase.deletedAt)))
-    .limit(1)
-
-  return rows.length > 0
-}
-
 function calculateNextSyncTime(syncIntervalMinutes: number): Date | null {
   if (syncIntervalMinutes <= 0) return null
   const now = Date.now()
@@ -895,147 +265,6 @@ export async function completeSuccessfulSync(
   }
 }
 
-/**
- * Matches the connector row only while this run still holds its sync lock.
- *
- * `status = 'syncing'` alone is not enough: it asserts that *a* run holds the
- * lock, not that *this* run does. Once the scheduler reclaims a stale lock and
- * dispatches a replacement, the replacement sets `syncing` again — so the
- * original run would match, overwrite the replacement's in-flight state and the
- * reclaim's bookkeeping, and then reject the replacement's own write as
- * superseded. The dead run wins and the live one loses, which is worse than the
- * unguarded last-write-wins it replaced.
- *
- * `syncLockToken` is written in the same CAS that takes the lock, so matching it
- * proves the lock is still this run's. `status` is kept alongside as defence in
- * depth and to cover a user pausing the connector mid-run.
- *
- * Guards every write a run makes to its own connector row: both terminal paths
- * and the mid-run heartbeat. The failure path needs it as much as the success
- * path — a reclaimed run's failure would double-increment a counter the sweep
- * already advanced and overwrite its backoff with a shorter one — and reusing it
- * for the heartbeat is what turns a beat into an ownership probe.
- */
-export function stillHoldsSyncLock(connectorId: string, syncLockToken: string) {
-  return and(holdsSyncLockToken(connectorId, syncLockToken), connectorIsLive())
-}
-
-/** The archived/deleted half of {@link stillHoldsSyncLock}. */
-export function connectorIsLive() {
-  return and(isNull(knowledgeConnector.archivedAt), isNull(knowledgeConnector.deletedAt))
-}
-
-/**
- * Ownership only: this run still holds the lock, regardless of whether the
- * connector has since been archived or deleted.
- *
- * The heartbeat guards on this rather than on {@link stillHoldsSyncLock} so a
- * connector deleted mid-sync does not read as lock loss. It would otherwise
- * raise `SyncLockLostException` before `checkSyncTargetPresence` ever ran, skipping
- * the leftover-document cleanup that `ConnectorDeletedException` performs and
- * leaving the sync-log row `started` until the sweep mislabelled it. Deletion is
- * the liveness check's verdict to reach, not the heartbeat's.
- */
-export function holdsSyncLockToken(connectorId: string, syncLockToken: string) {
-  return and(
-    eq(knowledgeConnector.id, connectorId),
-    eq(knowledgeConnector.status, 'syncing'),
-    eq(knowledgeConnector.syncLockToken, syncLockToken)
-  )
-}
-
-/**
- * The connector row a run writes when it takes the sync lock.
- *
- * `syncLockToken` is set here, in the same statement as `status`, so ownership
- * and the lock are established atomically — a token written afterwards would
- * leave a window where a terminal write could not identify its own run.
- *
- * `syncLockLeaseAt` opens the lease at the same instant. It is deliberately not
- * `updatedAt`: the reaper reads the lease, and `updatedAt` moves on every
- * unrelated write to the row, so a config edit on a wedged connector used to
- * renew the lock it was meant to recover.
- */
-/**
- * The statuses a run may take the lock from.
- *
- * An allowlist rather than `ne(status, 'syncing')`, because the queue outlives
- * the decision to sync: a connector paused or disabled *after* its run was
- * queued still had a task in flight, and a bare not-syncing test let that task
- * lock the row and then write its own terminal status over the pause. This CAS
- * is the single point where a run decides to start, so it is where the refusal
- * belongs — the dispatch-side guards cannot see a status change that happens
- * after they ran.
- */
-export const LOCKABLE_CONNECTOR_STATUSES = ['active', 'error', 'pending'] as const
-
-export function buildSyncLockAcquisition(syncLogId: string, now: Date) {
-  return {
-    status: 'syncing' as const,
-    syncLockToken: syncLogId,
-    syncLockLeaseAt: now,
-    updatedAt: now,
-  }
-}
-
-/**
- * Whether a running sync is due to refresh its lock.
- *
- * Time-based rather than batch-count-based: batches vary hugely in cost, so an
- * every-N-batches beat would fire constantly on small documents and barely at
- * all on large ones — exactly the runs that need it.
- */
-export function shouldHeartbeatSyncLock(
-  nowMs: number,
-  lastBeatMs: number,
-  intervalMs: number = SYNC_LOCK_HEARTBEAT_INTERVAL_MS
-): boolean {
-  return nowMs - lastBeatMs >= intervalMs
-}
-
-/**
- * Extends the connector's lock lease to prove this run is still working, so the
- * scheduler's stale-lock reclaim does not treat a slow-but-live sync as dead.
- *
- * Writes `syncLockLeaseAt` alone and deliberately leaves `updatedAt` untouched:
- * a beat says nothing about the row's contents, and the two columns had to be
- * separated so an unrelated write could stop passing for a heartbeat.
- *
- * Guarded on the run's own lock, so it doubles as an ownership probe: a false
- * return means the lock was reclaimed and this run must stop rather than keep
- * writing alongside its replacement.
- */
-async function writeSyncHeartbeat(
-  condition: ReturnType<typeof holdsSyncLockToken>
-): Promise<boolean> {
-  const beat = await db
-    .update(knowledgeConnector)
-    .set({ syncLockLeaseAt: new Date() })
-    .where(condition)
-    .returning({ id: knowledgeConnector.id })
-
-  return beat.length > 0
-}
-
-export async function heartbeatSyncLock(
-  connectorId: string,
-  syncLockToken: string
-): Promise<boolean> {
-  return writeSyncHeartbeat(holdsSyncLockToken(connectorId, syncLockToken))
-}
-
-/**
- * Extends the lease only while this run owns a live connector. Destructive
- * follow-up work uses this stricter probe immediately before dispatch so a run
- * reclaimed after its transaction cannot enqueue alongside its replacement.
- */
-export async function heartbeatLiveSyncLock(
-  connectorId: string,
-  syncLockToken: string
-): Promise<boolean> {
-  return writeSyncHeartbeat(stillHoldsSyncLock(connectorId, syncLockToken))
-}
-
 /** Columns a terminal write may set. Both paths write a subset of the same set. */
 type ConnectorTerminalUpdate = Partial<typeof knowledgeConnector.$inferInsert>
 
@@ -1119,231 +348,32 @@ export function markSyncSuperseded(result: SyncResult): SyncResult {
 }
 
 /**
- * Decides whether deletion reconciliation may run for a sync.
+ * The connector row a failed sync writes.
  *
- * Reconciliation hard-deletes every stored document absent from the listing,
- * so it must only run against a complete source set:
- * - never on incremental syncs (they list only changed documents)
- * - never when the engine truncated pagination (`listingTruncated`) — a forced
- *   fullSync cannot fix truncation, so it cannot override it
- * - never when a provider declares its pagination non-authoritative
- * - not when a connector capped its listing (`listingCapped`), unless a forced
- *   fullSync deliberately overrides the cap to reconcile the capped scope
- */
-export function shouldReconcileDeletions(
-  isIncremental: boolean | undefined,
-  syncContext: Record<string, unknown> | undefined,
-  fullSync: boolean | undefined
-): boolean {
-  if (isIncremental) return false
-  if (syncContext?.listingTruncated) return false
-  if (syncContext?.reconciliationUnsafe) return false
-  return !syncContext?.listingCapped || Boolean(fullSync)
-}
-
-/**
- * Minimum number of documents a connector must still own before an empty
- * listing is treated as suspect. Below it, an empty listing is far more likely
- * to be a genuinely emptied source than a broken one, the blast radius of
- * reconciling is a handful of documents, and any ratio-based judgement is
- * statistically meaningless.
- */
-const SUSPECT_LISTING_MIN_OWNED_DOCS = 3
-/**
- * Minimum owned-document count before the proportional (collapse) guard
- * applies. A source can legitimately shrink hard when it is small — going from
- * 8 documents to 1 is ordinary editing — so the collapse guard only engages on
- * corpora large enough that a near-total disappearance in a single sync is
- * implausible without an upstream fault.
- */
-const SUSPECT_COLLAPSE_MIN_OWNED_DOCS = 50
-/**
- * A listing covering less than this fraction of the documents the connector
- * still owns is treated as suspect. Deliberately far below any plausible
- * bulk edit (10% means 10,000 documents collapsing to under 1,000) so normal
- * housekeeping never trips it, while the partial-outage shapes seen in the
- * wild — an auth wall or an interstitial served for most of a source — do.
+ * Extracted for the same reason as {@link buildSyncSuccessUpdate}: this is the
+ * path the auto-disable breaker runs through, so the threshold and the backoff
+ * it applies need to be assertable without standing up the whole sync. The
+ * in-process ladder here and the reaper's SQL ladder must agree — they are two
+ * writers of one policy, both sourced from
+ * {@link connectorFailureBackoffMinutes}. A validated provider retry delay is
+ * an additional lower bound, capped at the same one-day ceiling: a short hint
+ * cannot weaken the failure ladder, while an untrusted extreme value cannot
+ * pin the connector indefinitely.
  */
-const SUSPECT_COLLAPSE_MAX_RATIO = 0.1
-
-/**
- * How many listed documents count toward the suspect-listing ratio.
- *
- * `seenExternalIds` is populated before the classification loop short-circuits
- * user-excluded documents, so it counts them; the owned-document denominator
- * does not, because excluded rows are filtered out of the live read. Comparing
- * the two directly inflates the ratio and silently weakens the collapse guard —
- * with 1,000 owned / 200 excluded, a source returning 90 documents stopped
- * tripping `collapsed` entirely. Subtracting the excluded documents that were
- * listed puts both sides back on the same population.
- */
-export function countNonExcludedListed(
-  seenExternalIds: ReadonlySet<string>,
-  excludedExternalIds: ReadonlySet<unknown>
-): number {
-  let excludedAndListed = 0
-  for (const externalId of seenExternalIds) {
-    if (excludedExternalIds.has(externalId)) excludedAndListed++
-  }
-  return seenExternalIds.size - excludedAndListed
-}
-
-/** Why a listing is considered untrustworthy evidence of deletion. */
-export type SuspectListingReason = 'empty' | 'collapsed'
-
-/**
- * A prior sync's listing, reconstructed from its sync-log counters.
- *
- * `trustworthy` is false when that run could have been an incremental listing:
- * an incremental run that observed no changes is indistinguishable from a full
- * run that observed nothing, and treating the former as corroboration would let
- * a single bad listing confirm itself.
- */
-export interface PreviousListingObservation {
-  listedCount: number
-  ownedCount: number
-  trustworthy: boolean
-}
-
-/**
- * Classifies a listing as untrustworthy evidence that documents were deleted.
- *
- * A connector that returns nothing (or almost nothing) while the knowledge base
- * still holds a real corpus for it is far more likely to be broken than to be
- * reporting a genuinely emptied source: observed causes include an HTTP 200
- * interstitial served instead of an index, and a source moved behind auth.
- * Neither surfaces as an error, so the sync looks clean and the listing looks
- * authoritative.
- */
-export function classifySuspectListing(
-  listedCount: number,
-  ownedCount: number
-): SuspectListingReason | null {
-  if (ownedCount < SUSPECT_LISTING_MIN_OWNED_DOCS) return null
-  if (listedCount === 0) return 'empty'
-  if (
-    ownedCount >= SUSPECT_COLLAPSE_MIN_OWNED_DOCS &&
-    listedCount < ownedCount * SUSPECT_COLLAPSE_MAX_RATIO
-  ) {
-    return 'collapsed'
-  }
-  return null
-}
-
-/**
- * Decides whether a suspect listing may still reconcile deletions.
- *
- * A suspect listing is only acted on after a consecutive suspect observation, so a
- * consecutive sync, so a single transient upstream fault can never remove
- * documents — not even reversibly, since a soft delete hides them from search
- * immediately. A genuinely emptied source keeps reconciling: its second sync
- * corroborates the first and tombstones everything, and a later sync — once the
- * tombstoned set is again absent — completes the two-strike purge, subject to
- * {@link capReconciliationDeletions}, which withholds any generation whose
- * deletion count exceeds the per-sync blast-radius cap.
- *
- * A forced `fullSync` overrides the guard, matching its existing meaning
- * elsewhere here — an explicit human request to reconcile against this listing
- * right now.
- */
-export function evaluateListingSafety(
-  listedCount: number,
-  ownedCount: number,
-  previous: PreviousListingObservation | null,
-  fullSync: boolean | undefined
-): { reason: SuspectListingReason | null; blocked: boolean; corroborated: boolean } {
-  const reason = classifySuspectListing(listedCount, ownedCount)
-  if (!reason) return { reason: null, blocked: false, corroborated: false }
-  if (fullSync) return { reason, blocked: false, corroborated: false }
-
-  const corroborated = Boolean(
-    previous?.trustworthy && classifySuspectListing(previous.listedCount, previous.ownedCount)
-  )
-  return { reason, blocked: !corroborated, corroborated }
-}
-
-/**
- * Documents a reconciliation pass could actually remove.
- *
- * Both reads are filtered, not just the tombstoned one: the live read already
- * excludes `userExcluded` rows in SQL, so filtering it again is a no-op today,
- * but it keeps this count self-consistent with
- * {@link partitionSyncReconciliation}, which gates deletion on the same flag for
- * both lists. The result is the denominator for the deletion cap and for
- * {@link classifySuspectListing}, whose numerator
- * ({@link countNonExcludedListed}) ranges over the same population.
- */
-export function countDeletionEligibleOwned(
-  existingDocs: ReconciliationDoc[],
-  tombstonedDocs: ReconciliationDoc[]
-): number {
-  return (
-    existingDocs.filter((d) => !d.userExcluded).length +
-    tombstonedDocs.filter((d) => !d.userExcluded).length
-  )
-}
-
-/**
- * Operator-facing explanation of a held reconciliation pass.
- *
- * Stored on `knowledgeConnector.lastSyncError` because a hold is otherwise
- * invisible: the sync completes normally and an operator sees an ordinary green
- * run while source-removed documents stay indexed. Names the forced full sync,
- * which is the documented way to apply the removals once the source is verified.
- */
-export function buildReconciliationHoldNotice(
-  withheld: number,
-  cap: number,
-  ownedDocCount: number,
-  softHeld: boolean,
-  hardHeld: boolean
-): string {
-  /**
-   * Stated per held generation. A hard-only hold withholds documents that a
-   * previous sync already tombstoned, so they have been invisible since then —
-   * telling the operator they are "still indexed" would be false.
-   */
-  const consequence =
-    softHeld && hardHeld
-      ? 'Documents removed at the source are still indexed, and documents already pending removal were not purged.'
-      : softHeld
-        ? 'Documents removed at the source are still indexed.'
-        : 'Documents already pending removal were not purged; they stay hidden from search either way.'
-
-  return (
-    `Withheld ${withheld} document removal(s) — more than the ${cap} allowed per generation ` +
-    `in one sync of ${ownedDocCount} documents. ${consequence} ` +
-    'Check the source is returning its full contents, then run a full sync to apply the removals.'
-  )
-}
-
-/**
- * The connector row a failed sync writes.
- *
- * Extracted for the same reason as {@link buildSyncSuccessUpdate}: this is the
- * path the auto-disable breaker runs through, so the threshold and the backoff
- * it applies need to be assertable without standing up the whole sync. The
- * in-process ladder here and the reaper's SQL ladder must agree — they are two
- * writers of one policy, both sourced from
- * {@link connectorFailureBackoffMinutes}. A validated provider retry delay is
- * an additional lower bound, capped at the same one-day ceiling: a short hint
- * cannot weaken the failure ladder, while an untrusted extreme value cannot
- * pin the connector indefinitely.
- */
-export function buildSyncFailureUpdate(
-  now: Date,
-  previousFailures: number | null | undefined,
-  errorMessage: string,
-  retryAfterMs?: number
-) {
-  const failures = (previousFailures ?? 0) + 1
-  const disabled = failures >= MAX_CONSECUTIVE_FAILURES
-  const failureBackoffMs = connectorFailureBackoffMinutes(failures) * 60 * 1000
-  const maximumBackoffMs = CONNECTOR_FAILURE_BACKOFF_CAP_MINUTES * 60 * 1000
-  const providerBackoffMs =
-    typeof retryAfterMs === 'number' && Number.isFinite(retryAfterMs) && retryAfterMs > 0
-      ? Math.min(retryAfterMs, maximumBackoffMs)
-      : 0
+export function buildSyncFailureUpdate(
+  now: Date,
+  previousFailures: number | null | undefined,
+  errorMessage: string,
+  retryAfterMs?: number
+) {
+  const failures = (previousFailures ?? 0) + 1
+  const disabled = failures >= MAX_CONSECUTIVE_FAILURES
+  const failureBackoffMs = connectorFailureBackoffMinutes(failures) * 60 * 1000
+  const maximumBackoffMs = CONNECTOR_FAILURE_BACKOFF_CAP_MINUTES * 60 * 1000
+  const providerBackoffMs =
+    typeof retryAfterMs === 'number' && Number.isFinite(retryAfterMs) && retryAfterMs > 0
+      ? Math.min(retryAfterMs, maximumBackoffMs)
+      : 0
 
   return {
     status: (disabled ? 'disabled' : 'error') as 'disabled' | 'error',
@@ -1446,335 +476,6 @@ export function buildSyncSuccessUpdate(
   }
 }
 
-/**
- * The document count to attribute to the previous sync when reconstructing its
- * listing.
- *
- * `lastSyncDocCount` counts only *visible* documents, so after a pass that
- * tombstoned a corpus it collapses toward 0 — and an owned count of 0 can never
- * be classified as suspect, so corroboration silently became impossible and the
- * two-strike purge jammed shut. Taking the larger of the recorded count and what
- * the connector owns right now (tombstones included) restores the intent: the
- * previous run is judged against a corpus at least as large as the one still
- * present.
- */
-export function resolvePreviousOwnedCount(
-  lastSyncDocCount: number | null | undefined,
-  ownedDocCount: number
-): number {
-  return Math.max(lastSyncDocCount ?? 0, ownedDocCount)
-}
-
-/**
- * Fraction of a connector's owned documents that a single reconciliation pass
- * may remove before the pass is held.
- *
- * {@link SUSPECT_COLLAPSE_MAX_RATIO} only questions a listing that returns under
- * 10% of the corpus, which leaves every partial-outage shape between 10% and
- * 100% completely unguarded: a source that serves half its documents produces a
- * listing that looks perfectly healthy to every shape guard, tombstones the
- * missing half, and hard-deletes it on the next pass. 25% sits well above
- * ordinary housekeeping (a quarter of a corpus removed between two syncs is
- * already extraordinary) and well below the outage shapes seen in the wild.
- */
-const RECONCILIATION_DELETE_MAX_RATIO = 0.25
-
-/**
- * Deletions always permitted regardless of ratio.
- *
- * The ratio is meaningless on a small corpus for the same reason
- * {@link SUSPECT_COLLAPSE_MIN_OWNED_DOCS} exists — removing 20 of 40 documents
- * is ordinary editing — and a floor below the collapse guard's own 50-document
- * threshold keeps the cap from being the binding constraint on corpora that
- * guard was written to ignore.
- */
-const RECONCILIATION_DELETE_MIN_ABSOLUTE = 25
-
-/** Per-connector tuning for the reconciliation blast-radius cap. */
-export interface ReconciliationDeleteCapOverride {
-  maxRatio?: number
-  minAbsolute?: number
-}
-
-/**
- * Maximum number of documents one reconciliation pass may remove.
- */
-export function resolveReconciliationDeleteCap(
-  ownedDocCount: number,
-  override?: ReconciliationDeleteCapOverride
-): number {
-  const maxRatio = override?.maxRatio ?? RECONCILIATION_DELETE_MAX_RATIO
-  const minAbsolute = override?.minAbsolute ?? RECONCILIATION_DELETE_MIN_ABSOLUTE
-  return Math.max(minAbsolute, Math.floor(Math.max(ownedDocCount, 0) * maxRatio))
-}
-
-/**
- * Caps the blast radius of one reconciliation pass.
- *
- * The shape guards above all reason about listings that look *broken*. Two
- * confirmed data-loss paths produce listings that look perfectly healthy and so
- * pass every one of them: a partial outage returning half a corpus (above the
- * 10% collapse threshold), and a change to a connector's externalId derivation,
- * which yields a complete, correct listing of entirely new keys — under which
- * every stored document is "absent" and every listed one is new.
- *
- * The hold is deliberately all-or-nothing rather than a truncation to the cap:
- * deleting up to the cap still destroys data, and leaves the knowledge base in a
- * state no operator asked for and no later sync can reason about. For the outage
- * shapes above the corpus is left intact and reconciliation resumes as soon as
- * the source returns its full listing. It does NOT self-heal from a hold caused
- * by genuine bulk removal: those deletions stay withheld until a `fullSync`
- * applies them, which is the point — a human confirms them.
- *
- * The two generations are capped SEPARATELY. Soft deletes are this sync's newly
- * absent documents; hard deletes are the previous generation's soft deletes,
- * confirmed absent a second time and therefore already gated by this cap once.
- * Summing them double-counts the older generation and, on a connector with
- * steady churn, ratchets: each sync's new soft deletes plus the prior sync's
- * pending hard deletes exceed the cap, the all-or-nothing hold blocks the hard
- * deletes that would drain the backlog, and the backlog grows monotonically so
- * the connector never reconciles again. Capping each generation against the same
- * ceiling keeps the per-sync blast radius bounded without that deadlock.
- *
- * Note the ceiling this yields: each generation may spend the cap independently,
- * so a single sync can remove up to 2x the cap — with the default ratio, about
- * half the corpus, not a quarter. That is deliberate. The two generations are
- * different populations: the hard deletes were already gated by this cap on the
- * sync that tombstoned them, and have been invisible ever since, so confirming
- * them costs no additional visible documents. The quarter-of-a-corpus figure
- * describes what one sync may newly hide, which is the number that matters for a
- * source that has started lying about its contents.
- *
- * `fullSync` bypasses the cap, matching its meaning everywhere else here — an
- * explicit human request to reconcile against this listing right now, which is
- * the documented escape hatch for a genuine mass deletion.
- */
-export function capReconciliationDeletions(
-  softDeleteIds: string[],
-  hardDeleteIds: string[],
-  ownedDocCount: number,
-  fullSync: boolean | undefined,
-  override?: ReconciliationDeleteCapOverride
-): {
-  softDeleteIds: string[]
-  hardDeleteIds: string[]
-  held: boolean
-  softHeld: boolean
-  hardHeld: boolean
-  withheld: number
-  cap: number
-} {
-  const cap = resolveReconciliationDeleteCap(ownedDocCount, override)
-  const softHeld = !fullSync && softDeleteIds.length > cap
-  const hardHeld = !fullSync && hardDeleteIds.length > cap
-
-  return {
-    softDeleteIds: softHeld ? [] : softDeleteIds,
-    hardDeleteIds: hardHeld ? [] : hardDeleteIds,
-    held: softHeld || hardHeld,
-    softHeld,
-    hardHeld,
-    withheld: (softHeld ? softDeleteIds.length : 0) + (hardHeld ? hardDeleteIds.length : 0),
-    cap,
-  }
-}
-
-/**
- * Reconstructs the previous completed sync's listing from its log counters.
- *
- * Every document the previous run listed landed in exactly one of
- * added/updated/unchanged/skipped/failed, and `lastSyncDocCount` records
- * how many documents the connector owned when that run finished. Documents the
- * user excluded also land in `docsUnchanged`, which can only inflate the
- * reconstructed listing — erring toward "the previous listing looked healthy",
- * i.e. toward blocking deletions.
- */
-async function loadPreviousListingObservation(
-  connectorId: string,
-  currentSyncLogId: string,
-  previousOwnedCount: number,
-  trustworthy: boolean
-): Promise<PreviousListingObservation | null> {
-  const rows = await db
-    .select({
-      docsAdded: knowledgeConnectorSyncLog.docsAdded,
-      docsUpdated: knowledgeConnectorSyncLog.docsUpdated,
-      docsUnchanged: knowledgeConnectorSyncLog.docsUnchanged,
-      docsSkipped: knowledgeConnectorSyncLog.docsSkipped,
-      docsFailed: knowledgeConnectorSyncLog.docsFailed,
-    })
-    .from(knowledgeConnectorSyncLog)
-    .where(
-      and(
-        eq(knowledgeConnectorSyncLog.connectorId, connectorId),
-        eq(knowledgeConnectorSyncLog.status, 'completed'),
-        ne(knowledgeConnectorSyncLog.id, currentSyncLogId)
-      )
-    )
-    .orderBy(desc(knowledgeConnectorSyncLog.startedAt))
-    .limit(1)
-
-  const previous = rows[0]
-  if (!previous) return null
-
-  return {
-    listedCount:
-      previous.docsAdded +
-      previous.docsUpdated +
-      previous.docsUnchanged +
-      previous.docsSkipped +
-      previous.docsFailed,
-    ownedCount: previousOwnedCount,
-    trustworthy,
-  }
-}
-
-/**
- * Decides whether a sync should use the connector's incremental listing.
- *
- * A pending-removal document only surfaces in an incremental listing if its
- * content changed since last sync — an unchanged-but-still-present document
- * never appears in an incremental delta at all, so it could never be
- * resurrected and would stay tombstoned indefinitely on a connector that runs
- * incrementally from here on. `hasTombstonedDocs` forces a full listing
- * whenever any pending-removal document exists for this connector, so every
- * one of them gets a real resurrect-or-confirm decision on this sync.
- */
-export function shouldRunIncrementalSync(
-  supportsIncrementalSync: boolean | undefined,
-  syncMode: string | null | undefined,
-  fullSync: boolean | undefined,
-  rehydrate: boolean | undefined,
-  hasTombstonedDocs: boolean,
-  lastSyncAt: string | Date | null | undefined
-): boolean {
-  return Boolean(
-    supportsIncrementalSync &&
-      syncMode !== 'full' &&
-      !fullSync &&
-      !hasTombstonedDocs &&
-      !rehydrate &&
-      lastSyncAt != null
-  )
-}
-
-/**
- * A stored document's identity, as read back for reconciliation.
- *
- * `userExcluded` is required, not optional. Both reads project it, so the
- * deletion guards in {@link partitionSyncReconciliation} enforce something on
- * their own rather than restating a filter the SQL already applied — if that
- * filter were ever dropped, the guard would still hold. An optional flag made
- * the guard a silent no-op on any read that forgot to select it.
- */
-type ReconciliationDoc = { id: string; externalId: string | null; userExcluded: boolean }
-
-/**
- * Partitions a connector's stored documents against the current listing into
- * the three reconciliation actions.
- *
- * A document absent from a normal (non-fullSync) listing is never purged
- * immediately — an empty or shrunken listing can equally mean a transient
- * source outage, and a single bad observation must never cause an
- * irreversible mass deletion. It is instead marked pending-removal
- * (`softDeleteIds`), and only becomes eligible for hard deletion
- * (`hardDeleteIds`) once a *later* sync confirms it's still absent — i.e. it
- * was already pending-removal (`tombstonedDocs`) coming into this sync. A
- * document that reappears while pending-removal is resurrected
- * (`resurrectIds`) regardless of `fullSync`, since presence — unlike absence —
- * is trustworthy evidence even from a partial listing. A document whose
- * content refresh was attempted but failed (`failedExternalIds`) is excluded
- * from resurrection even though it was seen — surfacing it now would show
- * known-stale pre-tombstone content; it stays tombstoned for a later sync to
- * retry.
- *
- * A forced `fullSync` is an explicit request to reconcile right now: it skips
- * the grace period and purges everything absent in one pass.
- *
- * A `userExcluded` document is never deletion-eligible — the user asked to keep
- * the row — but it stays fully resurrection-eligible. The distinction matters:
- * `userExcluded` and `enabled` gate visibility on their own in every retrieval
- * path, so resurrecting one never re-indexes it; it only clears `deletedAt`.
- * Withholding resurrection instead would strand the row permanently, since the
- * connector-document listing and the restore mutation both require
- * `deletedAt IS NULL` — leaving it invisible, unrestorable, and (by this very
- * guard) undeletable.
- */
-export function partitionSyncReconciliation(
-  existingDocs: ReconciliationDoc[],
-  tombstonedDocs: ReconciliationDoc[],
-  seenExternalIds: Set<string>,
-  failedExternalIds: Set<string>,
-  fullSync: boolean | undefined
-): { resurrectIds: string[]; softDeleteIds: string[]; hardDeleteIds: string[] } {
-  const resurrectIds = tombstonedDocs
-    .filter(
-      (d) =>
-        d.externalId && seenExternalIds.has(d.externalId) && !failedExternalIds.has(d.externalId)
-    )
-    .map((d) => d.id)
-  const liveMissingIds = existingDocs
-    .filter((d) => d.externalId && !d.userExcluded && !seenExternalIds.has(d.externalId))
-    .map((d) => d.id)
-  const tombstonedStillMissingIds = tombstonedDocs
-    .filter((d) => d.externalId && !d.userExcluded && !seenExternalIds.has(d.externalId))
-    .map((d) => d.id)
-
-  if (fullSync) {
-    return {
-      resurrectIds,
-      softDeleteIds: [],
-      hardDeleteIds: [...liveMissingIds, ...tombstonedStillMissingIds],
-    }
-  }
-  return { resurrectIds, softDeleteIds: liveMissingIds, hardDeleteIds: tombstonedStillMissingIds }
-}
-
-/**
- * Re-filters the three reconciliation ID lists against a fresh ownership
- * snapshot taken under the connector's `FOR UPDATE` lock, dropping any
- * document a concurrent "delete connector, keep documents" request already
- * detached (its `connectorId` no longer matches) since the lists were first
- * computed.
- */
-export function filterStillOwnedReconciliationIds(
-  resurrectIds: string[],
-  softDeleteIds: string[],
-  hardDeleteIds: string[],
-  stillOwnedIds: Set<string>
-): { resurrectIds: string[]; softDeleteIds: string[]; hardDeleteIds: string[] } {
-  return {
-    resurrectIds: resurrectIds.filter((id) => stillOwnedIds.has(id)),
-    softDeleteIds: softDeleteIds.filter((id) => stillOwnedIds.has(id)),
-    hardDeleteIds: hardDeleteIds.filter((id) => stillOwnedIds.has(id)),
-  }
-}
-
-/**
- * Resolves tag values from connector metadata using the connector's mapTags function.
- * Translates semantic keys returned by mapTags to actual DB slots using the
- * tagSlotMapping stored in sourceConfig during connector creation.
- */
-export function resolveTagMapping(
-  connectorType: string,
-  metadata: Record<string, unknown>,
-  sourceConfig?: Record<string, unknown>
-): Partial<DocumentTags> | undefined {
-  const config = CONNECTOR_REGISTRY[connectorType]
-  if (!config?.mapTags || !metadata) return undefined
-
-  const semanticTags = config.mapTags(metadata)
-  const mapping = sourceConfig?.tagSlotMapping as Record<string, string> | undefined
-  if (!mapping || !semanticTags) return undefined
-
-  const result: Partial<DocumentTags> = {}
-  for (const [semanticKey, slot] of Object.entries(mapping)) {
-    const value = semanticTags[semanticKey]
-    ;(result as Record<string, unknown>)[slot] = value != null ? value : null
-  }
-  return result
-}
-
 /**
  * Resolves an access token for a connector based on its auth mode.
  * OAuth connectors refresh via the credential system; API key connectors
@@ -1826,8 +527,8 @@ async function resolveAccessToken(
  * Execute a sync for a given knowledge connector.
  *
  * This is the core sync algorithm — connector-agnostic.
- * It looks up the ConnectorConfig from the registry and calls its
- * listDocuments/getDocument methods.
+ * It looks up the ConnectorConfig from the registry and runs the shared sync
+ * stages under the connector's content-sync lease.
  */
 export async function executeSync(
   connectorId: string,
@@ -2018,22 +719,7 @@ export async function executeSync(
   const connector = lockResult[0]
   const sourceConfig = connector.sourceConfig as Record<string, unknown>
   const syncStartedAt = new Date()
-  /** Seeded at lock acquisition, which wrote `updatedAt` itself. */
-  let lastHeartbeatAtMs = Date.now()
-
-  /**
-   * Refreshes the lock if the interval has elapsed, and aborts the run if it has
-   * been reclaimed. Called at the top of every unbounded loop in this sync — the
-   * time gate makes each call nearly free, so placement only has to guarantee
-   * that no unbounded phase runs without reaching one.
-   */
-  const beatIfDue = async (): Promise<void> => {
-    if (!shouldHeartbeatSyncLock(Date.now(), lastHeartbeatAtMs)) return
-    if (!(await heartbeatSyncLock(connectorId, syncLogId))) {
-      throw new SyncLockLostException(connectorId)
-    }
-    lastHeartbeatAtMs = Date.now()
-  }
+  const lease = createContentSyncLease(connectorId, syncLogId)
   await db.insert(knowledgeConnectorSyncLog).values({
     id: syncLogId,
     connectorId,
@@ -2067,11 +753,13 @@ export async function executeSync(
     }
 
     let accessToken = await resolveAccessToken(connector, connectorConfig, credentialUserId)
+    /** Re-resolves the token for every OAuth call after the first, so a long run outlives a short-lived token. */
+    const refreshOAuthToken = async (): Promise<void> => {
+      if (connectorConfig.auth.mode === 'oauth') {
+        accessToken = await resolveAccessToken(connector, connectorConfig, credentialUserId)
+      }
+    }
 
-    const externalDocs: ExternalDocument[] = []
-    let retainedSourcePayloadBytes = 0
-    let cursor: string | undefined
-    let hasMore = true
     const syncContext: Record<string, unknown> = { syncRunId: generateId() }
 
     // Shared cutoff for both the tombstone-retry bound below and the stuck-document
@@ -2141,52 +829,21 @@ export async function executeSync(
       (options?.rehydrate || options?.fullSync) && connectorConfig.rehydrateOnFullSync
     )
 
-    for (let pageNum = 0; hasMore && pageNum < MAX_PAGES; pageNum++) {
-      /**
-       * Listing is where a large source spends most of its wall clock — the
-       * batch loop below does not start until every page has been fetched — so
-       * without this a big listing outran the TTL and was reclaimed as a hard
-       * failure, which is the exact ratchet the heartbeat exists to prevent.
-       */
-      await beatIfDue()
-
-      if (pageNum > 0 && connectorConfig.auth.mode === 'oauth') {
-        accessToken = await resolveAccessToken(connector, connectorConfig, credentialUserId)
-      }
-
-      const page = await connectorConfig.listDocuments(
-        accessToken,
-        sourceConfig,
-        cursor,
-        syncContext,
-        lastSyncAt
-      )
-      if (page.reconciliationSafe === false) {
-        syncContext.reconciliationUnsafe = true
-      }
-      if (!sourcePageFitsSyncWorkingSet(externalDocs.length, page.documents.length)) {
-        throw new ConnectorSyncWorkingSetLimitError(connectorId, 'source listing')
-      }
-      retainedSourcePayloadBytes = addSourcePagePayloadBytes(
-        retainedSourcePayloadBytes,
-        page.documents
-      )
-      externalDocs.push(...page.documents)
-
-      if (page.hasMore && !page.nextCursor) {
-        logger.warn('Source returned hasMore=true with no cursor, stopping pagination', {
-          connectorId,
-          pageNum,
-          docsSoFar: externalDocs.length,
-        })
-        break
-      }
-
-      cursor = page.nextCursor
-      hasMore = page.hasMore
-    }
+    const listing = await runListingPass({
+      connectorId,
+      connectorConfig,
+      sourceConfig,
+      syncContext,
+      lastSyncAt,
+      beforePage: lease.beatIfDue,
+      getAccessToken: async (pageNum) => {
+        if (pageNum > 0) await refreshOAuthToken()
+        return accessToken
+      },
+    })
+    const externalDocs = listing.documents
 
-    if (hasMore) {
+    if (!listing.exhausted) {
       /**
        * Pagination stopped before source exhaustion (MAX_PAGES or a missing
        * cursor), so the listing is incomplete. `listingTruncated` blocks
@@ -2206,668 +863,41 @@ export async function executeSync(
       connectorId,
     })
 
-    /**
-     * Loaded sequentially with a shared sentinel budget. Three concurrent
-     * `SELECT`s each capped independently could still materialize three times
-     * the intended working set before the overflow was detected.
-     */
-    const existingDocs = await db
-      .select({
-        id: document.id,
-        externalId: document.externalId,
-        contentHash: document.contentHash,
-        storageKey: document.storageKey,
-        /**
-         * Projected as well as filtered: the SQL predicate and the in-memory guard in
-         * partitionSyncReconciliation must both hold, so dropping either one alone cannot make
-         * an excluded document deletable.
-         */
-        userExcluded: document.userExcluded,
-      })
-      .from(document)
-      .where(
-        and(
-          eq(document.connectorId, connectorId),
-          /**
-           * A user's explicit "keep but don't index" choice must never make a document eligible
-           * for reconciliation deletion: it is deliberately never refreshed, so its absence from
-           * a listing says nothing.
-           */
-          eq(document.userExcluded, false),
-          isNull(document.archivedAt),
-          isNull(document.deletedAt)
-        )
-      )
-      .limit(syncWorkingSetQueryLimit(0))
-    assertSyncWorkingSetWithinLimit(connectorId, 0, existingDocs.length)
+    const corpus = await loadOwnedCorpus(connectorId)
+    const state = createSyncRunState(result)
 
-    /**
-     * Documents already marked pending-removal by a prior sync's reconciliation: absent from the
-     * source once, not yet absent twice in a row. Including them in classification lets a document
-     * that reappears be recognized as existing (resurrected) rather than re-added.
-     */
-    const tombstonedDocs = await db
-      .select({
-        id: document.id,
-        externalId: document.externalId,
-        contentHash: document.contentHash,
-        storageKey: document.storageKey,
-        deletedAt: document.deletedAt,
-        /**
-         * Gates hard deletion in partitionSyncReconciliation without gating resurrection.
-         */
-        userExcluded: document.userExcluded,
-      })
-      .from(document)
-      .where(
-        and(
-          eq(document.connectorId, connectorId),
-          /**
-           * Load both included and user-excluded tombstones. Excluded tombstones are never
-           * deletion-eligible, but they must remain resurrection-eligible when their source
-           * document reappears or the row becomes permanently invisible and unrestorable.
-           */
-          isNull(document.archivedAt),
-          isNotNull(document.deletedAt)
-        )
-      )
-      .limit(syncWorkingSetQueryLimit(existingDocs.length))
-    assertSyncWorkingSetWithinLimit(connectorId, existingDocs.length, tombstonedDocs.length)
-
-    /**
-     * Live user-excluded rows form the third disjoint population in the shared memory budget.
-     * User-excluded tombstones were loaded above so source presence can clear their deletion marker;
-     * they are added to `excludedExternalIds` below to keep hydration short-circuited.
-     */
-    const loadedOwnedDocs = existingDocs.length + tombstonedDocs.length
-    const excludedDocs = await db
-      .select({ externalId: document.externalId })
-      .from(document)
-      .where(
-        and(
-          eq(document.connectorId, connectorId),
-          eq(document.userExcluded, true),
-          isNull(document.archivedAt),
-          isNull(document.deletedAt)
-        )
-      )
-      .limit(syncWorkingSetQueryLimit(loadedOwnedDocs))
-    assertSyncWorkingSetWithinLimit(connectorId, loadedOwnedDocs, excludedDocs.length)
-
-    const excludedExternalIds = new Set(
-      [
-        ...excludedDocs.map((doc) => doc.externalId),
-        ...tombstonedDocs.filter((doc) => doc.userExcluded).map((doc) => doc.externalId),
-      ].filter((externalId): externalId is string => Boolean(externalId))
-    )
-
-    const priorByExternalId = new Map(
-      [...existingDocs, ...tombstonedDocs]
-        .filter((d) => d.externalId !== null)
-        .map((d) => [d.externalId!, d])
-    )
-
-    const seenExternalIds = new Set<string>()
-    /**
-     * externalIds whose content was never verified as current: a hydration
-     * error, a rejected write, a fulfilled-but-unusable hydration (skipped as
-     * oversized, or an empty re-fetch), a listing-time skippedReason
-     * short-circuit, or empty non-deferred content (`drop`) — all fall back to
-     * either keeping the stored content as last-known-good or discarding the
-     * listing entry outright, without ever comparing or refreshing content.
-     * That's fine for an already-visible document, but for a tombstoned one it
-     * means we still don't have confirmed-current content — so this excludes
-     * them from resurrection below: a tombstoned document whose refresh didn't
-     * actually land must stay tombstoned rather than come back visible while
-     * still serving stale pre-tombstone content.
-     */
-    const failedExternalIds = new Set<string>()
-
-    const pendingOps: DocOp[] = []
-    for (const extDoc of externalDocs) {
-      if (seenExternalIds.has(extDoc.externalId)) continue
-      seenExternalIds.add(extDoc.externalId)
-
-      if (excludedExternalIds.has(extDoc.externalId)) {
-        result.docsUnchanged++
-        continue
-      }
-
-      const existing = priorByExternalId.get(extDoc.externalId)
-      const classification = classifyExternalDoc(extDoc, existing, forceRehydrate)
-
-      switch (classification.type) {
-        case 'skip':
-          pendingOps.push({
-            type: 'skip',
-            existingId: classification.existingId,
-            extDoc,
-          })
-          break
-        case 'drop':
-          // Empty, non-deferred content is never usable. If this was a
-          // reappearing tombstoned document, its content was never verified as
-          // current — see failedExternalIds below.
-          if (existing) {
-            recordUnverifiedExistingRefresh(result, failedExternalIds, extDoc.externalId)
-          }
-          logger.info(`Skipping empty document: ${extDoc.title}`, {
-            externalId: extDoc.externalId,
-          })
-          break
-        case 'add':
-          pendingOps.push({ type: 'add', extDoc })
-          break
-        case 'update':
-          pendingOps.push({ type: 'update', existingId: classification.existingId, extDoc })
-          break
-        case 'unchanged':
-          // A listing-time skippedReason short-circuits classification before
-          // the hash comparison, so this is "kept as last-known-good", not a
-          // verified-unchanged match — same as the deferred-hydration
-          // equivalent above. A genuine hash match never sets skippedReason,
-          // so this only fires for the short-circuited case.
-          if (extDoc.skippedReason && existing) {
-            recordUnverifiedExistingRefresh(result, failedExternalIds, extDoc.externalId)
-          } else {
-            result.docsUnchanged++
-          }
-          break
-      }
-    }
-
-    // Batch by both count and summed content bytes so a few large files near the
-    // per-file cap never hydrate/upload together and exhaust the worker heap.
-    const batches = chunkOpsByByteBudget(pendingOps, CONTENT_INFLIGHT_BUDGET_BYTES, SYNC_BATCH_SIZE)
-    for (const rawBatch of batches) {
-      const presence = await checkSyncTargetPresence(connectorId, connector.knowledgeBaseId)
-      if (presence.connectorDeleted) {
-        throw new ConnectorDeletedException(connectorId)
-      }
-      if (presence.knowledgeBaseDeleted) {
-        throw new Error(`Knowledge base ${connector.knowledgeBaseId} was deleted during sync`)
-      }
-
-      // After liveness: a deleted connector must raise ConnectorDeletedException
-      // and run its cleanup, not be reported as a lost lock.
-      await beatIfDue()
-
-      // Oversized/skipped docs become visible `failed` rows (never silent). They are
-      // flagged either at listing time (skip ops here) or discovered only at fetch
-      // time during hydration below; both are collected and persisted after hydration.
-      const skipOps = rawBatch.filter((op) => op.type === 'skip')
-      const skippedRetryHashUpdates: Array<{
-        existingId: string
-        externalId: string
-        contentHash: string
-      }> = []
-
-      const contentOps = rawBatch.filter((op) => op.type !== 'skip')
-      const deferredOps = contentOps.filter((op) => op.extDoc.contentDeferred)
-      const readyOps = contentOps.filter((op) => !op.extDoc.contentDeferred)
-
-      if (deferredOps.length > 0) {
-        if (connectorConfig.auth.mode === 'oauth') {
-          accessToken = await resolveAccessToken(connector, connectorConfig, credentialUserId)
-        }
-
-        const hydrated = await Promise.allSettled(
-          deferredOps.map(async (op) => {
-            const fullDoc = requireHydratedListedDocument(
-              await connectorConfig.getDocument(
-                accessToken!,
-                sourceConfig,
-                op.extDoc.externalId,
-                syncContext
-              ),
-              op.extDoc.externalId
-            )
-            // A connector may only learn a file is too large at fetch time (its
-            // listing has no size). Surface that as a failed row for new files; keep
-            // already-indexed files as last-known-good rather than downgrading them.
-            if (fullDoc?.skippedReason) {
-              if (op.type === 'add') {
-                skipOps.push({
-                  type: 'skip',
-                  extDoc: mergeHydratedSkippedDocument(op.extDoc, fullDoc),
-                })
-              } else if (op.type === 'update') {
-                const existing = priorByExternalId.get(op.extDoc.externalId)
-                if (existing && shouldReplaceExistingWithSkippedDocument(existing, fullDoc)) {
-                  skipOps.push({
-                    type: 'skip',
-                    existingId: op.existingId,
-                    extDoc: mergeHydratedSkippedDocument(op.extDoc, fullDoc),
-                  })
-                } else {
-                  if (fullDoc.skippedRetryContentHash) {
-                    skippedRetryHashUpdates.push({
-                      existingId: op.existingId,
-                      externalId: op.extDoc.externalId,
-                      contentHash: fullDoc.skippedRetryContentHash,
-                    })
-                  }
-                  /** Preserve last-known-good content and replay the unverified source change. */
-                  recordUnverifiedExistingRefresh(result, failedExternalIds, op.extDoc.externalId)
-                }
-              }
-              return null
-            }
-            if (!hasIndexablePayload(fullDoc)) {
-              /** An empty refresh cannot replace or advance past last-known-good content. */
-              if (op.type === 'update') {
-                recordUnverifiedExistingRefresh(result, failedExternalIds, op.extDoc.externalId)
-              }
-              return null
-            }
-            const hydratedHash = fullDoc.contentHash ?? op.extDoc.contentHash
-            /**
-             * Normally an update whose hydrated hash matches the stored hash is a
-             * no-op (content unchanged). On a forced re-hydration the hash is
-             * version-based and cannot reflect the rendered-dependency change we are
-             * refreshing for, so re-index unconditionally instead of skipping.
-             */
-            if (
-              op.type === 'update' &&
-              !forceRehydrate &&
-              priorByExternalId.get(op.extDoc.externalId)?.contentHash === hydratedHash
-            ) {
-              result.docsUnchanged++
-              return null
-            }
-            return { ...op, extDoc: mergeHydratedDocument(op.extDoc, fullDoc, hydratedHash) }
-          })
-        )
-
-        const rateLimitFailure = hydrated.find(
-          (outcome): outcome is PromiseRejectedResult =>
-            outcome.status === 'rejected' && isRateLimitError(outcome.reason)
-        )
-        if (rateLimitFailure) {
-          throw rateLimitFailure.reason
-        }
-
-        for (let i = 0; i < hydrated.length; i++) {
-          const outcome = hydrated[i]
-          if (outcome.status === 'fulfilled' && outcome.value) {
-            readyOps.push(outcome.value)
-          } else if (outcome.status === 'rejected') {
-            result.docsFailed++
-            failedExternalIds.add(deferredOps[i].extDoc.externalId)
-            logger.error('Failed to hydrate deferred document', {
-              connectorId,
-              externalId: deferredOps[i].extDoc.externalId,
-              error: getErrorMessage(outcome.reason),
-            })
-          }
-        }
-      }
-
-      if (skippedRetryHashUpdates.length > 0) {
-        try {
-          const missedExternalIds = await persistSkippedRetryHashes(
-            connector.knowledgeBaseId,
-            connectorId,
-            skippedRetryHashUpdates
-          )
-          if (missedExternalIds.length > 0) {
-            logger.warn('Skipped retry hashes were not persisted for detached documents', {
-              connectorId,
-              externalIds: missedExternalIds,
-            })
-          }
-        } catch (error) {
-          logger.error('Failed to persist skipped document retry hashes', {
-            connectorId,
-            count: skippedRetryHashUpdates.length,
-            error: toError(error).message,
-          })
-          throw error
-        }
-      }
-
-      // Record all skipped (oversized) docs in this batch in one bulk insert.
-      if (skipOps.length > 0) {
-        try {
-          const recorded = await persistSkippedDocuments(
-            connector.knowledgeBaseId,
-            connectorId,
-            connector.connectorType,
-            skipOps,
-            sourceConfig
-          )
-          result.docsSkipped += recorded
-        } catch (error) {
-          /**
-           * The source items were intentionally skipped, but failing to persist their visible
-           * failed rows is an actual sync failure.
-           */
-          result.docsFailed += skipOps.length
-          for (const op of skipOps) {
-            failedExternalIds.add(op.extDoc.externalId)
-          }
-          logger.error('Failed to record skipped documents', {
-            connectorId,
-            count: skipOps.length,
-            error: toError(error).message,
-          })
-        }
-      }
-
-      const batch = readyOps
-
-      const settled = await Promise.allSettled(
-        batch.map((op) => {
-          if (op.type === 'add') {
-            return addDocument(
-              connector.knowledgeBaseId,
-              connectorId,
-              connector.connectorType,
-              op.extDoc,
-              kbOwner,
-              sourceConfig
-            )
-          }
-          return updateDocument(
-            op.existingId,
-            connector.knowledgeBaseId,
-            connectorId,
-            connector.connectorType,
-            op.extDoc,
-            kbOwner,
-            sourceConfig
-          )
-        })
-      )
-
-      const batchDocs: DocumentData[] = []
-      for (let j = 0; j < settled.length; j++) {
-        const outcome = settled[j]
-        if (outcome.status === 'fulfilled') {
-          batchDocs.push(outcome.value)
-          if (batch[j].type === 'add') result.docsAdded++
-          else result.docsUpdated++
-        } else {
-          result.docsFailed++
-          failedExternalIds.add(batch[j].extDoc.externalId)
-          logger.error('Failed to process document', {
-            connectorId,
-            externalId: batch[j].extDoc.externalId,
-            error: getErrorMessage(outcome.reason),
-          })
-        }
-      }
-
-      if (batchDocs.length > 0) {
-        result.processingDispatch.requested += batchDocs.length
-        try {
-          const dispatch = await processDocumentsWithQueue(
-            batchDocs,
-            connector.knowledgeBaseId,
-            {},
-            generateId(),
-            billingAttribution
-          )
-          result.processingDispatch.accepted += dispatch.accepted
-          result.processingDispatch.failed += dispatch.failed
-        } catch (error) {
-          result.processingDispatch.failed += batchDocs.length
-          logger.warn('Failed to enqueue batch for processing — will retry on next sync', {
-            connectorId,
-            count: batchDocs.length,
-            error: toError(error).message,
-          })
-        }
-      }
-    }
+    const pendingOps = classifyListing({ externalDocs, corpus, forceRehydrate, state })
 
-    const { resurrectIds, softDeleteIds, hardDeleteIds } = partitionSyncReconciliation(
-      existingDocs,
-      tombstonedDocs,
-      seenExternalIds,
-      failedExternalIds,
-      options?.fullSync
-    )
+    await processDocOps({
+      connectorId,
+      connector,
+      sourceConfig,
+      kbOwner,
+      billingAttribution,
+      pendingOps,
+      corpus,
+      forceRehydrate,
+      state,
+      hydration: {
+        beforeHydration: refreshOAuthToken,
+        getDocument: (externalId) =>
+          connectorConfig.getDocument(accessToken, sourceConfig, externalId, syncContext),
+      },
+      lease,
+    })
 
-    let reconcileDeletionsAllowed = shouldReconcileDeletions(
-      isIncremental,
+    const reconciliationHoldNotice = await reconcileDeletions({
+      connectorId,
+      connector,
+      connectorConfig,
+      syncLogId,
       syncContext,
-      options?.fullSync
-    )
-
-    /**
-     * Backstop shared by every connector: a listing that reports (almost)
-     * nothing while this connector still owns a real corpus is treated as a
-     * fault, not as evidence of deletion, until a consecutive sync sees the
-     * same thing. Only evaluated when reconciliation would otherwise run, so
-     * healthy syncs pay nothing and no existing gate is loosened.
-     */
-    /**
-     * Counted over deletion-eligible rows on both sides. The live read filters
-     * excluded documents in SQL; the tombstoned read only projects the flag, so
-     * excluded tombstones must be dropped here or they inflate a denominator
-     * governing a population they are not part of. Matches `listedDocCount`,
-     * which `countNonExcludedListed` already puts on the same footing.
-     */
-    const ownedDocCount = countDeletionEligibleOwned(existingDocs, tombstonedDocs)
-    /**
-     * Counted over the same population as `ownedDocCount`: excluded documents
-     * are absent from the live read, so they must not inflate the numerator.
-     */
-    const listedDocCount = countNonExcludedListed(seenExternalIds, excludedExternalIds)
-    if (reconcileDeletionsAllowed && classifySuspectListing(listedDocCount, ownedDocCount)) {
-      const previousObservation = await loadPreviousListingObservation(
-        connectorId,
-        syncLogId,
-        resolvePreviousOwnedCount(connector.lastSyncDocCount, ownedDocCount),
-        !connectorConfig.supportsIncrementalSync || connector.syncMode === 'full'
-      )
-      const listingSafety = evaluateListingSafety(
-        listedDocCount,
-        ownedDocCount,
-        previousObservation,
-        options?.fullSync
-      )
-      logger.warn('Suspect connector listing detected', {
-        connectorId,
-        connectorType: connector.connectorType,
-        reason: listingSafety.reason,
-        listedDocs: listedDocCount,
-        listedDocsIncludingExcluded: seenExternalIds.size,
-        ownedDocs: ownedDocCount,
-        liveDocs: existingDocs.length,
-        tombstonedDocs: tombstonedDocs.length,
-        previousListedDocs: previousObservation?.listedCount ?? null,
-        previousObservationTrusted: previousObservation?.trustworthy ?? false,
-        deletionReconciliation: listingSafety.blocked ? 'skipped' : 'proceeding',
-        syncRunId: syncContext.syncRunId,
-      })
-      if (listingSafety.blocked) {
-        reconcileDeletionsAllowed = false
-      }
-    }
-
-    /**
-     * Last word after every shape guard: even a listing that looks entirely
-     * healthy may not remove an implausible share of the corpus in one pass.
-     * Applied here so it covers both the soft-delete UPDATE and the
-     * `hardDeleteDocuments` call below.
-     */
-    const capped = capReconciliationDeletions(
-      reconcileDeletionsAllowed ? softDeleteIds : [],
-      reconcileDeletionsAllowed ? hardDeleteIds : [],
-      ownedDocCount,
-      options?.fullSync
-    )
-    /**
-     * Surfaced on the connector so a held pass is visible to an operator rather
-     * than only in logs: without it the sync completes green, clears
-     * `lastSyncError`, and source-removed documents stay indexed with no signal.
-     * Written through the success update at the end of this run rather than
-     * here — that update sets `lastSyncError: null` unconditionally and would
-     * otherwise clobber this within the same sync. `status` is deliberately left
-     * `active`: the sync itself succeeded, and marking the connector broken
-     * would stop it syncing at all.
-     */
-    let reconciliationHoldNotice: string | null = null
-    if (capped.held) {
-      reconciliationHoldNotice = buildReconciliationHoldNotice(
-        capped.withheld,
-        capped.cap,
-        ownedDocCount,
-        capped.softHeld,
-        capped.hardHeld
-      )
-      logger.error('Reconciliation deletions held — exceeds per-sync blast-radius cap', {
-        connectorId,
-        connectorType: connector.connectorType,
-        withheld: capped.withheld,
-        softHeld: capped.softHeld,
-        hardHeld: capped.hardHeld,
-        requestedSoft: softDeleteIds.length,
-        requestedHard: hardDeleteIds.length,
-        cap: capped.cap,
-        ownedDocCount,
-        listedCount: listedDocCount,
-        syncRunId: syncContext.syncRunId,
-      })
-    }
-
-    const gatedSoftDeleteIds = capped.softDeleteIds
-    const gatedHardDeleteIds = capped.hardDeleteIds
-
-    const candidateIds = [
-      ...new Set([...resurrectIds, ...gatedSoftDeleteIds, ...gatedHardDeleteIds]),
-    ]
-
-    let safeResurrectIds: string[] = []
-    let safeSoftDeleteIds: string[] = []
-    let safeHardDeleteIds: string[] = []
-
-    if (candidateIds.length > 0) {
-      /**
-       * A concurrent "delete connector, keep documents" request detaches these
-       * same documents (connectorId set to NULL) under the same FOR UPDATE lock
-       * the DELETE route takes on this connector row. Taking that lock here
-       * serializes the two requests: whichever commits first wins, and the
-       * loser's re-check below sees the up-to-date connectorId and skips any
-       * document the other request already claimed — instead of resurrecting or
-       * deleting a document that another request just detached (and possibly
-       * already billed) as a standalone KB entry.
-       */
-      await db.transaction(async (tx) => {
-        const [activeKnowledgeBase] = await tx
-          .select({ id: knowledgeBase.id })
-          .from(knowledgeBase)
-          .where(
-            and(eq(knowledgeBase.id, connector.knowledgeBaseId), isNull(knowledgeBase.deletedAt))
-          )
-          .for('update')
-        if (!activeKnowledgeBase) throw new SyncLockLostException(connectorId)
-
-        const [heldSyncLock] = await tx
-          .select({ id: knowledgeConnector.id })
-          .from(knowledgeConnector)
-          .where(stillHoldsSyncLock(connectorId, syncLogId))
-          .for('update')
-        if (!heldSyncLock) throw new SyncLockLostException(connectorId)
-
-        const stillOwned = new Set(
-          (
-            await tx
-              .select({ id: document.id })
-              .from(document)
-              .where(
-                and(
-                  inArray(document.id, candidateIds),
-                  eq(document.connectorId, connectorId),
-                  isNull(document.archivedAt)
-                )
-              )
-          ).map((d) => d.id)
-        )
-
-        const stillOwnedResult = filterStillOwnedReconciliationIds(
-          resurrectIds,
-          gatedSoftDeleteIds,
-          gatedHardDeleteIds,
-          stillOwned
-        )
-        safeResurrectIds = stillOwnedResult.resurrectIds
-        safeSoftDeleteIds = stillOwnedResult.softDeleteIds
-        safeHardDeleteIds = stillOwnedResult.hardDeleteIds
-
-        /**
-         * A document reappearing at the source is trustworthy evidence on its
-         * own — unlike absence, presence never depends on the listing being
-         * complete — so resurrection runs unconditionally, even on an
-         * incremental or otherwise gated sync.
-         */
-        if (safeResurrectIds.length > 0) {
-          await tx
-            .update(document)
-            .set({ deletedAt: null })
-            .where(
-              and(
-                inArray(document.id, safeResurrectIds),
-                eq(document.connectorId, connectorId),
-                isNull(document.archivedAt),
-                isNotNull(document.deletedAt)
-              )
-            )
-        }
-        if (safeSoftDeleteIds.length > 0) {
-          await tx
-            .update(document)
-            .set({ deletedAt: new Date() })
-            .where(
-              and(
-                inArray(document.id, safeSoftDeleteIds),
-                eq(document.connectorId, connectorId),
-                eq(document.userExcluded, false),
-                isNull(document.archivedAt),
-                isNull(document.deletedAt)
-              )
-            )
-        }
-      })
-    }
-
-    if (safeResurrectIds.length > 0) {
-      logger.info(
-        `Resurrected ${safeResurrectIds.length} documents that reappeared at the source`,
-        {
-          connectorId,
-        }
-      )
-    }
-    if (safeSoftDeleteIds.length > 0) {
-      logger.info(
-        `Marked ${safeSoftDeleteIds.length} documents pending removal — absent from source, confirming on next sync`,
-        { connectorId }
-      )
-    }
-    for (let i = 0; i < safeHardDeleteIds.length; i += HARD_DELETE_CHUNK_SIZE) {
-      await beatIfDue()
-      try {
-        result.docsDeleted += await hardDeleteDocuments(
-          safeHardDeleteIds.slice(i, i + HARD_DELETE_CHUNK_SIZE),
-          syncLogId,
-          connectorId,
-          connector.knowledgeBaseId,
-          {
-            connectorId,
-            knowledgeBaseId: connector.knowledgeBaseId,
-            syncLockToken: syncLogId,
-          }
-        )
-      } catch (error) {
-        if (error instanceof ConnectorSyncDeletionGuardError) {
-          throw new SyncLockLostException(connectorId)
-        }
-        throw error
-      }
-    }
+      isIncremental,
+      fullSync: options?.fullSync,
+      corpus,
+      state,
+      lease,
+    })
 
     const postBatchPresence = await checkSyncTargetPresence(connectorId, connector.knowledgeBaseId)
     if (postBatchPresence.connectorDeleted) {
@@ -2877,258 +907,15 @@ export async function executeSync(
       throw new Error(`Knowledge base ${connector.knowledgeBaseId} was deleted during sync`)
     }
 
-    /**
-     * Reclaims documents this connector left unfinished: a terminated attempt, a
-     * dispatch that never produced a run, or a run abandoned mid-processing.
-     *
-     * The query applies each status's age rule before the candidate limit, so
-     * recently requeued old uploads cannot hide genuinely overdue work. The same
-     * rules are evaluated again after candidate rows are locked below. Skipped
-     * documents are content-less `failed` rows with no storage key and therefore
-     * remain excluded outright.
-     */
-    const sweepEvaluatedAt = new Date()
-    const queuedGraceCutoff = new Date(sweepEvaluatedAt.getTime() - QUEUED_DISPATCH_GRACE_MS)
-    const processingStaleCutoff = new Date(
-      sweepEvaluatedAt.getTime() - STALE_PROCESSING_MINUTES * 60 * 1000
-    )
-    const sweepCandidates = await db
-      .select({
-        id: document.id,
-        fileUrl: document.fileUrl,
-        filename: document.filename,
-        fileSize: document.fileSize,
-        mimeType: document.mimeType,
-        processingStatus: document.processingStatus,
-        processingQueuedAt: document.processingQueuedAt,
-        processingStartedAt: document.processingStartedAt,
-        processingDeferredUntil: document.processingDeferredUntil,
-        processingCompletedAt: document.processingCompletedAt,
-        uploadedAt: document.uploadedAt,
-      })
-      .from(document)
-      .where(
-        and(
-          eq(document.connectorId, connectorId),
-          inArray(document.processingStatus, SWEEPABLE_PROCESSING_STATUSES),
-          or(
-            and(
-              eq(document.processingStatus, 'failed'),
-              sql`COALESCE(${document.processingCompletedAt}, ${document.processingQueuedAt}, ${document.uploadedAt}) < ${sql.param(queuedGraceCutoff, document.processingCompletedAt)}`
-            ),
-            and(
-              eq(document.processingStatus, 'pending'),
-              or(
-                and(
-                  isNotNull(document.processingDeferredUntil),
-                  lt(document.processingDeferredUntil, queuedGraceCutoff)
-                ),
-                and(
-                  isNull(document.processingDeferredUntil),
-                  sql`COALESCE(${document.processingQueuedAt}, ${document.uploadedAt}) < ${sql.param(queuedGraceCutoff, document.processingQueuedAt)}`
-                )
-              )
-            ),
-            and(
-              eq(document.processingStatus, 'processing'),
-              or(
-                isNull(document.processingStartedAt),
-                lt(document.processingStartedAt, processingStaleCutoff)
-              )
-            )
-          ),
-          // Dead letters are left alone: past the budget, re-dispatching only
-          // re-bills a document that has failed the same way every time.
-          lt(document.processingAttempts, MAX_PROCESSING_ATTEMPTS),
-          lt(document.uploadedAt, syncStartedAt),
-          gt(document.uploadedAt, retryCutoff),
-          eq(document.userExcluded, false),
-          isNotNull(document.storageKey),
-          isNull(document.archivedAt),
-          isNull(document.deletedAt)
-        )
-      )
-      .orderBy(
-        asc(sql`CASE
-          WHEN ${document.processingStatus} = 'failed'
-            THEN COALESCE(${document.processingCompletedAt}, ${document.processingQueuedAt}, ${document.uploadedAt})
-          WHEN ${document.processingStatus} = 'pending'
-            THEN COALESCE(${document.processingDeferredUntil}, ${document.processingQueuedAt}, ${document.uploadedAt})
-          ELSE COALESCE(${document.processingStartedAt}, ${sql.param(new Date(0), document.processingStartedAt)})
-        END`),
-        asc(document.id)
-      )
-      .limit(STUCK_RETRY_MAX_CANDIDATES_PER_SYNC)
-    const stuckDocs = sweepCandidates.filter(
-      (row): row is typeof row & { processingStatus: DocumentProcessingStatus } =>
-        isDocumentProcessingStatus(row.processingStatus)
-    )
-
-    if (stuckDocs.length > 0) {
-      logger.info(`Retrying ${stuckDocs.length} stuck documents`, { connectorId })
-      try {
-        const stuckDocIds = stuckDocs.map((doc) => doc.id)
-        let retryDocs: typeof stuckDocs = []
-
-        /**
-         * Locks the parent first to match lifecycle mutations, then proves this
-         * run still owns the live connector row. A bare connector lock can match
-         * a replacement run after this lease was reclaimed, allowing the stale
-         * run to reset documents and dispatch duplicate processing.
-         */
-        await db.transaction(async (tx) => {
-          const [activeKnowledgeBase] = await tx
-            .select({ id: knowledgeBase.id })
-            .from(knowledgeBase)
-            .where(
-              and(eq(knowledgeBase.id, connector.knowledgeBaseId), isNull(knowledgeBase.deletedAt))
-            )
-            .for('update')
-          if (!activeKnowledgeBase) throw new SyncLockLostException(connectorId)
-
-          const [heldSyncLock] = await tx
-            .select({ id: knowledgeConnector.id })
-            .from(knowledgeConnector)
-            .where(stillHoldsSyncLock(connectorId, syncLogId))
-            .for('update')
-          if (!heldSyncLock) throw new SyncLockLostException(connectorId)
-
-          const lockedCandidates = await tx
-            .select({
-              id: document.id,
-              fileUrl: document.fileUrl,
-              filename: document.filename,
-              fileSize: document.fileSize,
-              mimeType: document.mimeType,
-              processingStatus: document.processingStatus,
-              processingQueuedAt: document.processingQueuedAt,
-              processingStartedAt: document.processingStartedAt,
-              processingDeferredUntil: document.processingDeferredUntil,
-              processingCompletedAt: document.processingCompletedAt,
-              uploadedAt: document.uploadedAt,
-            })
-            .from(document)
-            .where(
-              and(
-                inArray(document.id, stuckDocIds),
-                eq(document.connectorId, connectorId),
-                inArray(document.processingStatus, SWEEPABLE_PROCESSING_STATUSES),
-                lt(document.processingAttempts, MAX_PROCESSING_ATTEMPTS),
-                eq(document.userExcluded, false),
-                isNotNull(document.storageKey),
-                isNull(document.archivedAt),
-                isNull(document.deletedAt)
-              )
-            )
-            .orderBy(asc(document.id))
-            .for('update')
-
-          retryDocs = selectStuckDocumentSweepCandidates(
-            lockedCandidates.filter(
-              (row): row is typeof row & { processingStatus: DocumentProcessingStatus } =>
-                isDocumentProcessingStatus(row.processingStatus)
-            ),
-            sweepEvaluatedAt
-          )
-
-          if (retryDocs.length > 0) {
-            const retryDocIds = retryDocs.map((doc) => doc.id)
-
-            const reset = await tx
-              .update(document)
-              .set({
-                processingStatus: 'pending',
-                /**
-                 * Invalidates the prior dispatch generation in the same write
-                 * that reopens the row. The dispatch below installs its fresh
-                 * generation through `markDocumentsQueued`.
-                 */
-                processingQueuedAt: null,
-                processingQueueToken: null,
-                processingStartedAt: null,
-                processingDeferredUntil: null,
-                processingCompletedAt: null,
-                processingError: null,
-                chunkCount: 0,
-                tokenCount: 0,
-                characterCount: 0,
-              })
-              /**
-               * These rows were freshly revalidated and locked above. The
-               * lifecycle predicates remain as defence in depth; the row locks
-               * ensure no retry can install a newer queue generation between
-               * that eligibility decision and this reset.
-               */
-              .where(
-                and(
-                  inArray(document.id, retryDocIds),
-                  eq(document.connectorId, connectorId),
-                  inArray(document.processingStatus, SWEEPABLE_PROCESSING_STATUSES),
-                  lt(document.processingAttempts, MAX_PROCESSING_ATTEMPTS),
-                  eq(document.userExcluded, false),
-                  isNotNull(document.storageKey),
-                  isNull(document.archivedAt),
-                  isNull(document.deletedAt)
-                )
-              )
-              .returning({ id: document.id })
-
-            // Embeddings are dropped only for documents this sweep actually
-            // reset. Deleting first would strip a pass that completed between
-            // the candidate SELECT and this write.
-            const resetIds = reset.map((row) => row.id)
-            if (resetIds.length > 0) {
-              await tx.delete(embedding).where(inArray(embedding.documentId, resetIds))
-            }
-            const resetIdSet = new Set(resetIds)
-            retryDocs = retryDocs.filter((doc) => resetIdSet.has(doc.id))
-          }
-        })
-
-        for (let i = 0; i < retryDocs.length; i += STUCK_RETRY_DISPATCH_CHUNK_SIZE) {
-          if (!(await heartbeatLiveSyncLock(connectorId, syncLogId))) {
-            throw new SyncLockLostException(connectorId)
-          }
-          lastHeartbeatAtMs = Date.now()
-
-          const retryChunk = retryDocs.slice(i, i + STUCK_RETRY_DISPATCH_CHUNK_SIZE)
-          result.processingDispatch.requested += retryChunk.length
-          const dispatch = await processDocumentsWithQueue(
-            retryChunk.map((doc) => ({
-              documentId: doc.id,
-              filename: doc.filename ?? 'document.txt',
-              fileUrl: doc.fileUrl ?? '',
-              fileSize: doc.fileSize ?? 0,
-              mimeType: doc.mimeType ?? 'text/plain',
-            })),
-            connector.knowledgeBaseId,
-            {},
-            generateId(),
-            billingAttribution
-          )
-          result.processingDispatch.accepted += dispatch.accepted
-          result.processingDispatch.failed += dispatch.failed
-        }
-      } catch (error) {
-        /**
-         * Kept out of the best-effort swallow below. A run that has provably
-         * lost its lock would otherwise be mislabelled an enqueue failure, fall
-         * through and publish an atomic completed outcome, which a replacement
-         * run could then read as corroboration of its own listing.
-         */
-        if (error instanceof SyncLockLostException) throw error
-
-        logger.warn('Failed to enqueue stuck documents for reprocessing', {
-          connectorId,
-          count: stuckDocs.length,
-          error: toError(error).message,
-        })
-        result.processingDispatch.failed +=
-          result.processingDispatch.requested -
-          result.processingDispatch.accepted -
-          result.processingDispatch.failed
-      }
-    }
+    await sweepStuckDocuments({
+      connectorId,
+      knowledgeBaseId: connector.knowledgeBaseId,
+      syncStartedAt,
+      retryCutoff,
+      billingAttribution,
+      result,
+      lease,
+    })
 
     const completionLanded = await completeSuccessfulSync(
       connectorId,
@@ -3280,430 +1067,3 @@ export async function executeSync(
     return result
   }
 }
-
-/** Owning workspace + user for a knowledge base, resolved once per sync. */
-interface KnowledgeBaseOwner {
-  workspaceId: string | null
-  userId: string
-}
-
-/**
- * Build the storage `metadata` that records a trusted ownership binding for a
- * synced `kb/` object. Returns `undefined` for legacy null-workspace KBs (no
- * workspace-scoped ownership to bind), which `uploadFile` treats as "no binding".
- */
-function kbOwnershipMetadata(
-  kbOwner: KnowledgeBaseOwner,
-  originalName: string
-): { workspaceId: string; userId: string; originalName: string } | undefined {
-  return kbOwner.workspaceId
-    ? { workspaceId: kbOwner.workspaceId, userId: kbOwner.userId, originalName }
-    : undefined
-}
-
-/** Builds a content-less `failed` document row for a skipped (e.g. oversized) file. */
-function buildSkippedDocumentRow(
-  knowledgeBaseId: string,
-  connectorId: string,
-  connectorType: string,
-  extDoc: ExternalDocument,
-  sourceConfig?: Record<string, unknown>
-) {
-  const reason = extDoc.skippedReason ?? 'Document was skipped during sync'
-  const tagValues = extDoc.metadata
-    ? resolveTagMapping(connectorType, extDoc.metadata, sourceConfig)
-    : undefined
-  // Connectors put the source size under either `fileSize` or `size`; accept both
-  // so the skipped failed row shows the real size instead of 0.
-  const rawSize = extDoc.metadata?.fileSize ?? extDoc.metadata?.size
-  const fileSize =
-    typeof rawSize === 'number' && Number.isFinite(rawSize) ? Math.max(0, Math.trunc(rawSize)) : 0
-
-  return {
-    id: generateId(),
-    knowledgeBaseId,
-    filename: extDoc.title,
-    fileUrl: '',
-    storageKey: null,
-    fileSize,
-    mimeType: 'text/plain',
-    processingStatus: 'failed',
-    processingError: reason,
-    enabled: true,
-    connectorId,
-    externalId: extDoc.externalId,
-    contentHash: extDoc.contentHash,
-    sourceUrl: extDoc.sourceUrl ?? null,
-    ...tagValues,
-    uploadedAt: new Date(),
-  }
-}
-
-/**
- * Records source files that were intentionally not indexed as content-less `failed`
- * documents. New rows are inserted in bulk; authoritative skips replace stale rows.
- * This keeps the files visible in the knowledge base UI — with `processingError`
- * explaining why — instead of silently dropping them. The rows have no storage key,
- * so they are excluded from the stuck-document retry sweep (nothing to reprocess).
- *
- * Ordinary skips on previously indexed files remain last-known-good. A connector can
- * explicitly make a skip authoritative when retaining stale content would be wrong.
- *
- * Returns the number of rows recorded.
- */
-export async function persistSkippedDocuments(
-  knowledgeBaseId: string,
-  connectorId: string,
-  connectorType: string,
-  skipOps: Array<{
-    type: 'skip'
-    existingId?: string
-    extDoc: ExternalDocument
-  }>,
-  sourceConfig?: Record<string, unknown>
-): Promise<number> {
-  if (skipOps.length === 0) {
-    return 0
-  }
-  const inserts = skipOps
-    .filter((op) => !op.existingId)
-    .map((op) =>
-      buildSkippedDocumentRow(knowledgeBaseId, connectorId, connectorType, op.extDoc, sourceConfig)
-    )
-  const replacements = skipOps.filter((op): op is typeof op & { existingId: string } =>
-    Boolean(op.existingId)
-  )
-  const replacedFileUrls: string[] = []
-
-  await db.transaction(async (tx) => {
-    const isActive = await isKnowledgeBaseActiveInTx(tx, knowledgeBaseId)
-    if (!isActive) {
-      throw new Error(`Knowledge base ${knowledgeBaseId} is deleted`)
-    }
-
-    if (inserts.length > 0) {
-      await tx.insert(document).values(inserts)
-    }
-
-    for (const replacement of replacements) {
-      const skipped = buildSkippedDocumentRow(
-        knowledgeBaseId,
-        connectorId,
-        connectorType,
-        replacement.extDoc,
-        sourceConfig
-      )
-      const [current] = await tx
-        .select({ fileUrl: document.fileUrl })
-        .from(document)
-        .where(connectorDocumentSyncTarget(replacement.existingId, knowledgeBaseId, connectorId))
-        .for('update')
-      if (!current) {
-        throw new Error(`Document ${replacement.existingId} is no longer active`)
-      }
-      const tagValues = replacement.extDoc.metadata
-        ? resolveTagMapping(connectorType, replacement.extDoc.metadata, sourceConfig)
-        : undefined
-      const replaced = await tx
-        .update(document)
-        .set({
-          filename: skipped.filename,
-          fileUrl: skipped.fileUrl,
-          storageKey: skipped.storageKey,
-          fileSize: skipped.fileSize,
-          mimeType: skipped.mimeType,
-          processingStatus: skipped.processingStatus,
-          processingError: skipped.processingError,
-          processingStartedAt: null,
-          processingDeferredUntil: null,
-          processingCompletedAt: new Date(),
-          processingQueuedAt: null,
-          processingQueueToken: null,
-          processingAttempts: 0,
-          chunkCount: 0,
-          tokenCount: 0,
-          characterCount: 0,
-          contentHash: skipped.contentHash,
-          sourceUrl: skipped.sourceUrl,
-          uploadedAt: skipped.uploadedAt,
-          deletedAt: null,
-          ...tagValues,
-        })
-        .where(connectorDocumentSyncTarget(replacement.existingId, knowledgeBaseId, connectorId))
-        .returning({ id: document.id })
-      if (replaced.length === 0) {
-        throw new Error(`Document ${replacement.existingId} is no longer active`)
-      }
-      if (current.fileUrl) replacedFileUrls.push(current.fileUrl)
-      await tx.delete(embedding).where(eq(embedding.documentId, replacement.existingId))
-    }
-  })
-
-  for (const fileUrl of replacedFileUrls) {
-    try {
-      const urlPath = new URL(fileUrl, 'http://localhost').pathname
-      const storageKey = extractStorageKey(urlPath)
-      if (storageKey && storageKey !== urlPath) {
-        await deleteFile({ key: storageKey, context: 'knowledge-base' })
-        await deleteFileMetadata(storageKey)
-      }
-    } catch (error) {
-      logger.warn('Failed to delete storage for an authoritatively skipped document', {
-        error: toError(error).message,
-      })
-    }
-  }
-
-  return skipOps.length
-}
-
-/**
- * Persists only connector-owned retry hashes for skipped refreshes of existing
- * documents. Indexed content and processing state stay last-known-good while the
- * hash guarantees that unchanged listing metadata still re-enters hydration.
- */
-export async function persistSkippedRetryHashes(
-  knowledgeBaseId: string,
-  connectorId: string,
-  updates: Array<{ existingId: string; externalId: string; contentHash: string }>
-): Promise<string[]> {
-  if (updates.length === 0) return []
-
-  const missedExternalIds: string[] = []
-
-  await db.transaction(async (tx) => {
-    const isActive = await isKnowledgeBaseActiveInTx(tx, knowledgeBaseId)
-    if (!isActive) {
-      throw new Error(`Knowledge base ${knowledgeBaseId} is deleted`)
-    }
-
-    for (const update of updates) {
-      const persisted = await tx
-        .update(document)
-        .set({ contentHash: update.contentHash })
-        .where(connectorDocumentSyncTarget(update.existingId, knowledgeBaseId, connectorId))
-        .returning({ id: document.id })
-      if (persisted.length === 0) {
-        missedExternalIds.push(update.externalId)
-      }
-    }
-  })
-
-  return missedExternalIds
-}
-
-/**
- * Upload content to storage as a .txt file, create a document record,
- * and trigger processing via the existing pipeline.
- */
-async function addDocument(
-  knowledgeBaseId: string,
-  connectorId: string,
-  connectorType: string,
-  extDoc: ExternalDocument,
-  kbOwner: KnowledgeBaseOwner,
-  sourceConfig?: Record<string, unknown>
-): Promise<DocumentData> {
-  const documentId = generateId()
-  const artifact = connectorStoredArtifact(extDoc)
-  const customKey = `kb/${buildStorageKeySegment(`${Date.now()}-${documentId}-`, artifact.fileName)}`
-
-  const fileInfo = await StorageService.uploadFile({
-    file: artifact.bytes,
-    fileName: artifact.fileName,
-    contentType: artifact.mimeType,
-    context: 'knowledge-base',
-    customKey,
-    preserveKey: true,
-    metadata: kbOwnershipMetadata(kbOwner, artifact.fileName),
-  })
-
-  const fileUrl = `${getInternalApiBaseUrl()}${fileInfo.path}?context=knowledge-base`
-
-  const tagValues = extDoc.metadata
-    ? resolveTagMapping(connectorType, extDoc.metadata, sourceConfig)
-    : undefined
-
-  try {
-    await db.transaction(async (tx) => {
-      const isActive = await isKnowledgeBaseActiveInTx(tx, knowledgeBaseId)
-      if (!isActive) {
-        throw new Error(`Knowledge base ${knowledgeBaseId} is deleted`)
-      }
-
-      await tx.insert(document).values({
-        id: documentId,
-        knowledgeBaseId,
-        filename: extDoc.title,
-        fileUrl,
-        storageKey: fileInfo.key,
-        fileSize: artifact.bytes.length,
-        mimeType: artifact.mimeType,
-        chunkCount: 0,
-        tokenCount: 0,
-        characterCount: 0,
-        processingStatus: 'pending',
-        enabled: true,
-        connectorId,
-        externalId: extDoc.externalId,
-        contentHash: extDoc.contentHash,
-        sourceUrl: extDoc.sourceUrl ?? null,
-        ...tagValues,
-        uploadedAt: new Date(),
-      })
-    })
-  } catch (error) {
-    const urlPath = new URL(fileUrl, 'http://localhost').pathname
-    const storageKey = extractStorageKey(urlPath)
-    if (storageKey && storageKey !== urlPath) {
-      await deleteFile({ key: storageKey, context: 'knowledge-base' }).catch(() => undefined)
-      await deleteFileMetadata(storageKey).catch(() => undefined)
-    }
-    throw error
-  }
-
-  return {
-    documentId,
-    filename: artifact.fileName,
-    fileUrl,
-    fileSize: artifact.bytes.length,
-    mimeType: artifact.mimeType,
-  }
-}
-
-/**
- * Update an existing connector-sourced document with new content.
- * Updates in-place to avoid unique constraint violations on (connectorId, externalId).
- */
-export function connectorDocumentSyncTarget(
-  documentId: string,
-  knowledgeBaseId: string,
-  connectorId: string
-) {
-  return and(
-    eq(document.id, documentId),
-    eq(document.knowledgeBaseId, knowledgeBaseId),
-    eq(document.connectorId, connectorId),
-    eq(document.userExcluded, false),
-    isNull(document.archivedAt)
-  )
-}
-
-async function updateDocument(
-  existingDocId: string,
-  knowledgeBaseId: string,
-  connectorId: string,
-  connectorType: string,
-  extDoc: ExternalDocument,
-  kbOwner: KnowledgeBaseOwner,
-  sourceConfig?: Record<string, unknown>
-): Promise<DocumentData> {
-  const existingRows = await db
-    .select({ fileUrl: document.fileUrl })
-    .from(document)
-    .where(connectorDocumentSyncTarget(existingDocId, knowledgeBaseId, connectorId))
-    .limit(1)
-  const existingRow = existingRows[0]
-  if (!existingRow) throw new Error(`Document ${existingDocId} is no longer active`)
-  const oldFileUrl = existingRow.fileUrl
-
-  const artifact = connectorStoredArtifact(extDoc)
-  const customKey = `kb/${buildStorageKeySegment(`${Date.now()}-${existingDocId}-`, artifact.fileName)}`
-
-  const fileInfo = await StorageService.uploadFile({
-    file: artifact.bytes,
-    fileName: artifact.fileName,
-    contentType: artifact.mimeType,
-    context: 'knowledge-base',
-    customKey,
-    preserveKey: true,
-    metadata: kbOwnershipMetadata(kbOwner, artifact.fileName),
-  })
-
-  const fileUrl = `${getInternalApiBaseUrl()}${fileInfo.path}?context=knowledge-base`
-
-  const tagValues = extDoc.metadata
-    ? resolveTagMapping(connectorType, extDoc.metadata, sourceConfig)
-    : undefined
-
-  try {
-    await db.transaction(async (tx) => {
-      const isActive = await isKnowledgeBaseActiveInTx(tx, knowledgeBaseId)
-      if (!isActive) {
-        throw new Error(`Knowledge base ${knowledgeBaseId} is deleted`)
-      }
-
-      await tx
-        .update(document)
-        .set({
-          filename: extDoc.title,
-          fileUrl,
-          storageKey: fileInfo.key,
-          fileSize: artifact.bytes.length,
-          // Re-stated on every update: a document first stored as connector-extracted
-          // text and later re-synced as its source file has to stop declaring
-          // `text/plain`, or the pipeline's OCR routing never sees it as a PDF.
-          mimeType: artifact.mimeType,
-          contentHash: extDoc.contentHash,
-          sourceUrl: extDoc.sourceUrl ?? null,
-          ...tagValues,
-          processingStatus: 'pending',
-          /** Prevents an older delayed worker from claiming newly stored content. */
-          processingQueuedAt: null,
-          processingQueueToken: null,
-          processingDeferredUntil: null,
-          /** A new document version starts with a fresh unattended-retry budget. */
-          processingAttempts: 0,
-          processingStartedAt: null,
-          processingCompletedAt: null,
-          processingError: null,
-          uploadedAt: new Date(),
-          // A tombstoned document reappearing with changed content is resurrected
-          // in the same write as its content update — otherwise reconciliation's
-          // separate resurrect step would clear deletedAt while this update, gated
-          // on deletedAt IS NULL, rejects the row and leaves stale content active.
-          deletedAt: null,
-        })
-        .where(connectorDocumentSyncTarget(existingDocId, knowledgeBaseId, connectorId))
-        .returning({ id: document.id })
-        .then((rows) => {
-          if (rows.length === 0) {
-            throw new Error(`Document ${existingDocId} is no longer active`)
-          }
-        })
-    })
-  } catch (error) {
-    const urlPath = new URL(fileUrl, 'http://localhost').pathname
-    const storageKey = extractStorageKey(urlPath)
-    if (storageKey && storageKey !== urlPath) {
-      await deleteFile({ key: storageKey, context: 'knowledge-base' }).catch(() => undefined)
-      await deleteFileMetadata(storageKey).catch(() => undefined)
-    }
-    throw error
-  }
-
-  // Clean up old storage file and its ownership binding
-  if (oldFileUrl) {
-    try {
-      const urlPath = new URL(oldFileUrl, 'http://localhost').pathname
-      const storageKey = extractStorageKey(urlPath)
-      if (storageKey && storageKey !== urlPath) {
-        await deleteFile({ key: storageKey, context: 'knowledge-base' })
-        await deleteFileMetadata(storageKey)
-      }
-    } catch (error) {
-      logger.warn('Failed to delete old storage file', {
-        documentId: existingDocId,
-        error: toError(error).message,
-      })
-    }
-  }
-
-  return {
-    documentId: existingDocId,
-    filename: artifact.fileName,
-    fileUrl,
-    fileSize: artifact.bytes.length,
-    mimeType: artifact.mimeType,
-  }
-}
diff --git a/apps/sim/lib/knowledge/connectors/sync-lock.ts b/apps/sim/lib/knowledge/connectors/sync-lock.ts
new file mode 100644
index 00000000000..d8ba6f35da9
--- /dev/null
+++ b/apps/sim/lib/knowledge/connectors/sync-lock.ts
@@ -0,0 +1,206 @@
+import { db } from '@sim/db'
+import { knowledgeConnector } from '@sim/db/schema'
+import { and, eq, isNull } from 'drizzle-orm'
+import { SYNC_LOCK_HEARTBEAT_INTERVAL_MS } from '@/lib/knowledge/connectors/sync-limits'
+
+/**
+ * Raised when a run discovers mid-flight that it no longer holds its sync lock.
+ *
+ * Stops it doing hours of further work whose terminal write would be rejected,
+ * and — more importantly — stops it writing documents concurrently with the
+ * replacement run that took the lock.
+ */
+export class SyncLockLostException extends Error {
+  constructor(connectorId: string) {
+    super(`Sync lock for connector ${connectorId} was reclaimed during sync`)
+    this.name = 'SyncLockLostException'
+  }
+}
+
+/**
+ * Matches the connector row only while this run still holds its sync lock.
+ *
+ * `status = 'syncing'` alone is not enough: it asserts that *a* run holds the
+ * lock, not that *this* run does. Once the scheduler reclaims a stale lock and
+ * dispatches a replacement, the replacement sets `syncing` again — so the
+ * original run would match, overwrite the replacement's in-flight state and the
+ * reclaim's bookkeeping, and then reject the replacement's own write as
+ * superseded. The dead run wins and the live one loses, which is worse than the
+ * unguarded last-write-wins it replaced.
+ *
+ * `syncLockToken` is written in the same CAS that takes the lock, so matching it
+ * proves the lock is still this run's. `status` is kept alongside as defence in
+ * depth and to cover a user pausing the connector mid-run.
+ *
+ * Guards every write a run makes to its own connector row: both terminal paths
+ * and the mid-run heartbeat. The failure path needs it as much as the success
+ * path — a reclaimed run's failure would double-increment a counter the sweep
+ * already advanced and overwrite its backoff with a shorter one — and reusing it
+ * for the heartbeat is what turns a beat into an ownership probe.
+ */
+export function stillHoldsSyncLock(connectorId: string, syncLockToken: string) {
+  return and(holdsSyncLockToken(connectorId, syncLockToken), connectorIsLive())
+}
+
+/** The archived/deleted half of {@link stillHoldsSyncLock}. */
+export function connectorIsLive() {
+  return and(isNull(knowledgeConnector.archivedAt), isNull(knowledgeConnector.deletedAt))
+}
+
+/**
+ * Ownership only: this run still holds the lock, regardless of whether the
+ * connector has since been archived or deleted.
+ *
+ * The heartbeat guards on this rather than on {@link stillHoldsSyncLock} so a
+ * connector deleted mid-sync does not read as lock loss. It would otherwise
+ * raise `SyncLockLostException` before `checkSyncTargetPresence` ever ran, skipping
+ * the leftover-document cleanup that `ConnectorDeletedException` performs and
+ * leaving the sync-log row `started` until the sweep mislabelled it. Deletion is
+ * the liveness check's verdict to reach, not the heartbeat's.
+ */
+export function holdsSyncLockToken(connectorId: string, syncLockToken: string) {
+  return and(
+    eq(knowledgeConnector.id, connectorId),
+    eq(knowledgeConnector.status, 'syncing'),
+    eq(knowledgeConnector.syncLockToken, syncLockToken)
+  )
+}
+
+/**
+ * The statuses a run may take the lock from.
+ *
+ * An allowlist rather than `ne(status, 'syncing')`, because the queue outlives
+ * the decision to sync: a connector paused or disabled *after* its run was
+ * queued still had a task in flight, and a bare not-syncing test let that task
+ * lock the row and then write its own terminal status over the pause. This CAS
+ * is the single point where a run decides to start, so it is where the refusal
+ * belongs — the dispatch-side guards cannot see a status change that happens
+ * after they ran.
+ */
+export const LOCKABLE_CONNECTOR_STATUSES = ['active', 'error', 'pending'] as const
+
+/**
+ * The connector row a run writes when it takes the sync lock.
+ *
+ * `syncLockToken` is set here, in the same statement as `status`, so ownership
+ * and the lock are established atomically — a token written afterwards would
+ * leave a window where a terminal write could not identify its own run.
+ *
+ * `syncLockLeaseAt` opens the lease at the same instant. It is deliberately not
+ * `updatedAt`: the reaper reads the lease, and `updatedAt` moves on every
+ * unrelated write to the row, so a config edit on a wedged connector used to
+ * renew the lock it was meant to recover.
+ */
+export function buildSyncLockAcquisition(syncLogId: string, now: Date) {
+  return {
+    status: 'syncing' as const,
+    syncLockToken: syncLogId,
+    syncLockLeaseAt: now,
+    updatedAt: now,
+  }
+}
+
+/**
+ * Whether a running sync is due to refresh its lock.
+ *
+ * Time-based rather than batch-count-based: batches vary hugely in cost, so an
+ * every-N-batches beat would fire constantly on small documents and barely at
+ * all on large ones — exactly the runs that need it.
+ */
+export function shouldHeartbeatSyncLock(
+  nowMs: number,
+  lastBeatMs: number,
+  intervalMs: number = SYNC_LOCK_HEARTBEAT_INTERVAL_MS
+): boolean {
+  return nowMs - lastBeatMs >= intervalMs
+}
+
+/**
+ * Extends the connector's lock lease to prove this run is still working, so the
+ * scheduler's stale-lock reclaim does not treat a slow-but-live sync as dead.
+ *
+ * Writes `syncLockLeaseAt` alone and deliberately leaves `updatedAt` untouched:
+ * a beat says nothing about the row's contents, and the two columns had to be
+ * separated so an unrelated write could stop passing for a heartbeat.
+ *
+ * Guarded on the run's own lock, so it doubles as an ownership probe: a false
+ * return means the lock was reclaimed and this run must stop rather than keep
+ * writing alongside its replacement.
+ */
+async function writeSyncHeartbeat(
+  condition: ReturnType<typeof holdsSyncLockToken>
+): Promise<boolean> {
+  const beat = await db
+    .update(knowledgeConnector)
+    .set({ syncLockLeaseAt: new Date() })
+    .where(condition)
+    .returning({ id: knowledgeConnector.id })
+
+  return beat.length > 0
+}
+
+export async function heartbeatSyncLock(
+  connectorId: string,
+  syncLockToken: string
+): Promise<boolean> {
+  return writeSyncHeartbeat(holdsSyncLockToken(connectorId, syncLockToken))
+}
+
+/**
+ * Extends the lease only while this run owns a live connector. Destructive
+ * follow-up work uses this stricter probe immediately before dispatch so a run
+ * reclaimed after its transaction cannot enqueue alongside its replacement.
+ */
+export async function heartbeatLiveSyncLock(
+  connectorId: string,
+  syncLockToken: string
+): Promise<boolean> {
+  return writeSyncHeartbeat(stillHoldsSyncLock(connectorId, syncLockToken))
+}
+
+/**
+ * The lease a running sync holds on its connector row, as the sync stages see
+ * it. The stages never build a lock predicate or a heartbeat themselves, so an
+ * engine that leases a different column set supplies its own implementation
+ * and the stages stay agnostic about which lock they run under.
+ */
+export interface SyncRunLease {
+  /** Matches the connector row only while this run still owns a live connector. */
+  stillHeld: () => ReturnType<typeof stillHoldsSyncLock>
+  /**
+   * Refreshes the lease if the interval has elapsed, and aborts the run if it
+   * has been reclaimed. Called at the top of every unbounded loop in a sync —
+   * the time gate makes each call nearly free, so placement only has to
+   * guarantee that no unbounded phase runs without reaching one.
+   */
+  beatIfDue: () => Promise<void>
+  /**
+   * The stricter probe taken immediately before destructive dispatch: extends
+   * the lease only while the connector is still live, and aborts otherwise.
+   */
+  beatLive: () => Promise<void>
+}
+
+/**
+ * The lease of the content sync engine, held through `syncLockToken`. The
+ * heartbeat clock is seeded at lock acquisition, which wrote `updatedAt` itself.
+ */
+export function createContentSyncLease(connectorId: string, syncLogId: string): SyncRunLease {
+  let lastHeartbeatAtMs = Date.now()
+  return {
+    stillHeld: () => stillHoldsSyncLock(connectorId, syncLogId),
+    beatIfDue: async () => {
+      if (!shouldHeartbeatSyncLock(Date.now(), lastHeartbeatAtMs)) return
+      if (!(await heartbeatSyncLock(connectorId, syncLogId))) {
+        throw new SyncLockLostException(connectorId)
+      }
+      lastHeartbeatAtMs = Date.now()
+    },
+    beatLive: async () => {
+      if (!(await heartbeatLiveSyncLock(connectorId, syncLogId))) {
+        throw new SyncLockLostException(connectorId)
+      }
+      lastHeartbeatAtMs = Date.now()
+    },
+  }
+}
diff --git a/apps/sim/lib/knowledge/connectors/sync-persistence.ts b/apps/sim/lib/knowledge/connectors/sync-persistence.ts
new file mode 100644
index 00000000000..1edb71eb86a
--- /dev/null
+++ b/apps/sim/lib/knowledge/connectors/sync-persistence.ts
@@ -0,0 +1,545 @@
+import { db } from '@sim/db'
+import { document, embedding, knowledgeBase } from '@sim/db/schema'
+import { createLogger } from '@sim/logger'
+import { toError } from '@sim/utils/errors'
+import { generateId } from '@sim/utils/id'
+import { and, eq, isNull, sql } from 'drizzle-orm'
+import { getInternalApiBaseUrl } from '@/lib/core/utils/urls'
+import type { DocumentData } from '@/lib/knowledge/documents/service'
+import { StorageService } from '@/lib/uploads'
+import { buildStorageKeySegment } from '@/lib/uploads/core/storage-key'
+import { deleteFile } from '@/lib/uploads/core/storage-service'
+import { deleteFileMetadata } from '@/lib/uploads/server/metadata'
+import { extractStorageKey } from '@/lib/uploads/utils/file-utils'
+import { CONNECTOR_REGISTRY } from '@/connectors/registry.server'
+import type { DocumentTags, ExternalDocument } from '@/connectors/types'
+
+const logger = createLogger('ConnectorSyncPersistence')
+
+const MAX_SAFE_TITLE_LENGTH = 200
+
+/** Sanitizes a document title for use in S3 storage keys. */
+function sanitizeStorageTitle(title: string): string {
+  return title.replace(/[^a-zA-Z0-9.-]/g, '_').slice(0, MAX_SAFE_TITLE_LENGTH)
+}
+
+/**
+ * Sanitizes a source file's name for a storage key, keeping its extension.
+ *
+ * `sanitizeStorageTitle` truncates a long title outright, which for a source file
+ * would cut the extension off the end — and the extension is what
+ * `resolveStoredArtifactExtension` reads to pick a parser. Such a document would
+ * still parse correctly by falling back to its display name, but only by luck;
+ * preserving the suffix keeps the storage key authoritative for every file rather
+ * than for most of them.
+ */
+function sanitizeStorageFileName(fileName: string): string {
+  const dotIndex = fileName.lastIndexOf('.')
+  if (dotIndex <= 0) return sanitizeStorageTitle(fileName)
+
+  const extension = sanitizeStorageTitle(fileName.slice(dotIndex))
+  const base = sanitizeStorageTitle(fileName.slice(0, dotIndex)).slice(
+    0,
+    Math.max(1, MAX_SAFE_TITLE_LENGTH - extension.length)
+  )
+  return base + extension
+}
+
+/**
+ * The bytes to store for a connector document, together with the name and type
+ * that describe them.
+ *
+ * The stored object must declare the format it actually holds, because
+ * `resolveStoredArtifactExtension` picks the parser off its storage key. A
+ * connector that hands over the source file keeps that file's own name and type,
+ * so the shared pipeline parses it exactly as an upload of the same file — which
+ * is what routes PDFs to OCR. A connector that extracted text itself stores
+ * `.txt`, since that is what the bytes now are; keeping the source extension
+ * there would re-parse extracted text as the original binary.
+ */
+function connectorStoredArtifact(extDoc: ExternalDocument): {
+  bytes: Buffer
+  fileName: string
+  mimeType: string
+} {
+  if (extDoc.sourceFile) {
+    return {
+      bytes: extDoc.sourceFile.bytes,
+      fileName: sanitizeStorageFileName(extDoc.sourceFile.fileName),
+      mimeType: extDoc.sourceFile.mimeType,
+    }
+  }
+  return {
+    bytes: Buffer.from(extDoc.content, 'utf-8'),
+    fileName: `${sanitizeStorageTitle(extDoc.title)}.txt`,
+    mimeType: 'text/plain',
+  }
+}
+type KnowledgeBaseLockingTx = Pick<typeof db, 'execute' | 'select'>
+
+async function isKnowledgeBaseActiveInTx(
+  tx: KnowledgeBaseLockingTx,
+  knowledgeBaseId: string
+): Promise<boolean> {
+  await tx.execute(sql`SELECT 1 FROM knowledge_base WHERE id = ${knowledgeBaseId} FOR UPDATE`)
+
+  const rows = await tx
+    .select({ id: knowledgeBase.id })
+    .from(knowledgeBase)
+    .where(and(eq(knowledgeBase.id, knowledgeBaseId), isNull(knowledgeBase.deletedAt)))
+    .limit(1)
+
+  return rows.length > 0
+}
+
+/**
+ * Resolves tag values from connector metadata using the connector's mapTags function.
+ * Translates semantic keys returned by mapTags to actual DB slots using the
+ * tagSlotMapping stored in sourceConfig during connector creation.
+ */
+export function resolveTagMapping(
+  connectorType: string,
+  metadata: Record<string, unknown>,
+  sourceConfig?: Record<string, unknown>
+): Partial<DocumentTags> | undefined {
+  const config = CONNECTOR_REGISTRY[connectorType]
+  if (!config?.mapTags || !metadata) return undefined
+
+  const semanticTags = config.mapTags(metadata)
+  const mapping = sourceConfig?.tagSlotMapping as Record<string, string> | undefined
+  if (!mapping || !semanticTags) return undefined
+
+  const result: Partial<DocumentTags> = {}
+  for (const [semanticKey, slot] of Object.entries(mapping)) {
+    const value = semanticTags[semanticKey]
+    ;(result as Record<string, unknown>)[slot] = value != null ? value : null
+  }
+  return result
+}
+
+/** Owning workspace + user for a knowledge base, resolved once per sync. */
+export interface KnowledgeBaseOwner {
+  workspaceId: string | null
+  userId: string
+}
+
+/**
+ * Build the storage `metadata` that records a trusted ownership binding for a
+ * synced `kb/` object. Returns `undefined` for legacy null-workspace KBs (no
+ * workspace-scoped ownership to bind), which `uploadFile` treats as "no binding".
+ */
+function kbOwnershipMetadata(
+  kbOwner: KnowledgeBaseOwner,
+  originalName: string
+): { workspaceId: string; userId: string; originalName: string } | undefined {
+  return kbOwner.workspaceId
+    ? { workspaceId: kbOwner.workspaceId, userId: kbOwner.userId, originalName }
+    : undefined
+}
+
+/** Builds a content-less `failed` document row for a skipped (e.g. oversized) file. */
+function buildSkippedDocumentRow(
+  knowledgeBaseId: string,
+  connectorId: string,
+  connectorType: string,
+  extDoc: ExternalDocument,
+  sourceConfig?: Record<string, unknown>
+) {
+  const reason = extDoc.skippedReason ?? 'Document was skipped during sync'
+  const tagValues = extDoc.metadata
+    ? resolveTagMapping(connectorType, extDoc.metadata, sourceConfig)
+    : undefined
+  // Connectors put the source size under either `fileSize` or `size`; accept both
+  // so the skipped failed row shows the real size instead of 0.
+  const rawSize = extDoc.metadata?.fileSize ?? extDoc.metadata?.size
+  const fileSize =
+    typeof rawSize === 'number' && Number.isFinite(rawSize) ? Math.max(0, Math.trunc(rawSize)) : 0
+
+  return {
+    id: generateId(),
+    knowledgeBaseId,
+    filename: extDoc.title,
+    fileUrl: '',
+    storageKey: null,
+    fileSize,
+    mimeType: 'text/plain',
+    processingStatus: 'failed',
+    processingError: reason,
+    enabled: true,
+    connectorId,
+    externalId: extDoc.externalId,
+    contentHash: extDoc.contentHash,
+    sourceUrl: extDoc.sourceUrl ?? null,
+    ...tagValues,
+    uploadedAt: new Date(),
+  }
+}
+
+/**
+ * Records source files that were intentionally not indexed as content-less `failed`
+ * documents. New rows are inserted in bulk; authoritative skips replace stale rows.
+ * This keeps the files visible in the knowledge base UI — with `processingError`
+ * explaining why — instead of silently dropping them. The rows have no storage key,
+ * so they are excluded from the stuck-document retry sweep (nothing to reprocess).
+ *
+ * Ordinary skips on previously indexed files remain last-known-good. A connector can
+ * explicitly make a skip authoritative when retaining stale content would be wrong.
+ *
+ * Returns the number of rows recorded.
+ */
+export async function persistSkippedDocuments(
+  knowledgeBaseId: string,
+  connectorId: string,
+  connectorType: string,
+  skipOps: Array<{
+    type: 'skip'
+    existingId?: string
+    extDoc: ExternalDocument
+  }>,
+  sourceConfig?: Record<string, unknown>
+): Promise<number> {
+  if (skipOps.length === 0) {
+    return 0
+  }
+  const inserts = skipOps
+    .filter((op) => !op.existingId)
+    .map((op) =>
+      buildSkippedDocumentRow(knowledgeBaseId, connectorId, connectorType, op.extDoc, sourceConfig)
+    )
+  const replacements = skipOps.filter((op): op is typeof op & { existingId: string } =>
+    Boolean(op.existingId)
+  )
+  const replacedFileUrls: string[] = []
+
+  await db.transaction(async (tx) => {
+    const isActive = await isKnowledgeBaseActiveInTx(tx, knowledgeBaseId)
+    if (!isActive) {
+      throw new Error(`Knowledge base ${knowledgeBaseId} is deleted`)
+    }
+
+    if (inserts.length > 0) {
+      await tx.insert(document).values(inserts)
+    }
+
+    for (const replacement of replacements) {
+      const skipped = buildSkippedDocumentRow(
+        knowledgeBaseId,
+        connectorId,
+        connectorType,
+        replacement.extDoc,
+        sourceConfig
+      )
+      const [current] = await tx
+        .select({ fileUrl: document.fileUrl })
+        .from(document)
+        .where(connectorDocumentSyncTarget(replacement.existingId, knowledgeBaseId, connectorId))
+        .for('update')
+      if (!current) {
+        throw new Error(`Document ${replacement.existingId} is no longer active`)
+      }
+      const tagValues = replacement.extDoc.metadata
+        ? resolveTagMapping(connectorType, replacement.extDoc.metadata, sourceConfig)
+        : undefined
+      const replaced = await tx
+        .update(document)
+        .set({
+          filename: skipped.filename,
+          fileUrl: skipped.fileUrl,
+          storageKey: skipped.storageKey,
+          fileSize: skipped.fileSize,
+          mimeType: skipped.mimeType,
+          processingStatus: skipped.processingStatus,
+          processingError: skipped.processingError,
+          processingStartedAt: null,
+          processingDeferredUntil: null,
+          processingCompletedAt: new Date(),
+          processingQueuedAt: null,
+          processingQueueToken: null,
+          processingAttempts: 0,
+          chunkCount: 0,
+          tokenCount: 0,
+          characterCount: 0,
+          contentHash: skipped.contentHash,
+          sourceUrl: skipped.sourceUrl,
+          uploadedAt: skipped.uploadedAt,
+          deletedAt: null,
+          ...tagValues,
+        })
+        .where(connectorDocumentSyncTarget(replacement.existingId, knowledgeBaseId, connectorId))
+        .returning({ id: document.id })
+      if (replaced.length === 0) {
+        throw new Error(`Document ${replacement.existingId} is no longer active`)
+      }
+      if (current.fileUrl) replacedFileUrls.push(current.fileUrl)
+      await tx.delete(embedding).where(eq(embedding.documentId, replacement.existingId))
+    }
+  })
+
+  for (const fileUrl of replacedFileUrls) {
+    try {
+      const urlPath = new URL(fileUrl, 'http://localhost').pathname
+      const storageKey = extractStorageKey(urlPath)
+      if (storageKey && storageKey !== urlPath) {
+        await deleteFile({ key: storageKey, context: 'knowledge-base' })
+        await deleteFileMetadata(storageKey)
+      }
+    } catch (error) {
+      logger.warn('Failed to delete storage for an authoritatively skipped document', {
+        error: toError(error).message,
+      })
+    }
+  }
+
+  return skipOps.length
+}
+
+/**
+ * Persists only connector-owned retry hashes for skipped refreshes of existing
+ * documents. Indexed content and processing state stay last-known-good while the
+ * hash guarantees that unchanged listing metadata still re-enters hydration.
+ */
+export async function persistSkippedRetryHashes(
+  knowledgeBaseId: string,
+  connectorId: string,
+  updates: Array<{ existingId: string; externalId: string; contentHash: string }>
+): Promise<string[]> {
+  if (updates.length === 0) return []
+
+  const missedExternalIds: string[] = []
+
+  await db.transaction(async (tx) => {
+    const isActive = await isKnowledgeBaseActiveInTx(tx, knowledgeBaseId)
+    if (!isActive) {
+      throw new Error(`Knowledge base ${knowledgeBaseId} is deleted`)
+    }
+
+    for (const update of updates) {
+      const persisted = await tx
+        .update(document)
+        .set({ contentHash: update.contentHash })
+        .where(connectorDocumentSyncTarget(update.existingId, knowledgeBaseId, connectorId))
+        .returning({ id: document.id })
+      if (persisted.length === 0) {
+        missedExternalIds.push(update.externalId)
+      }
+    }
+  })
+
+  return missedExternalIds
+}
+
+/**
+ * Upload content to storage as a .txt file, create a document record,
+ * and trigger processing via the existing pipeline.
+ */
+export async function addDocument(
+  knowledgeBaseId: string,
+  connectorId: string,
+  connectorType: string,
+  extDoc: ExternalDocument,
+  kbOwner: KnowledgeBaseOwner,
+  sourceConfig?: Record<string, unknown>
+): Promise<DocumentData> {
+  const documentId = generateId()
+  const artifact = connectorStoredArtifact(extDoc)
+  const customKey = `kb/${buildStorageKeySegment(`${Date.now()}-${documentId}-`, artifact.fileName)}`
+
+  const fileInfo = await StorageService.uploadFile({
+    file: artifact.bytes,
+    fileName: artifact.fileName,
+    contentType: artifact.mimeType,
+    context: 'knowledge-base',
+    customKey,
+    preserveKey: true,
+    metadata: kbOwnershipMetadata(kbOwner, artifact.fileName),
+  })
+
+  const fileUrl = `${getInternalApiBaseUrl()}${fileInfo.path}?context=knowledge-base`
+
+  const tagValues = extDoc.metadata
+    ? resolveTagMapping(connectorType, extDoc.metadata, sourceConfig)
+    : undefined
+
+  try {
+    await db.transaction(async (tx) => {
+      const isActive = await isKnowledgeBaseActiveInTx(tx, knowledgeBaseId)
+      if (!isActive) {
+        throw new Error(`Knowledge base ${knowledgeBaseId} is deleted`)
+      }
+
+      await tx.insert(document).values({
+        id: documentId,
+        knowledgeBaseId,
+        filename: extDoc.title,
+        fileUrl,
+        storageKey: fileInfo.key,
+        fileSize: artifact.bytes.length,
+        mimeType: artifact.mimeType,
+        chunkCount: 0,
+        tokenCount: 0,
+        characterCount: 0,
+        processingStatus: 'pending',
+        enabled: true,
+        connectorId,
+        externalId: extDoc.externalId,
+        contentHash: extDoc.contentHash,
+        sourceUrl: extDoc.sourceUrl ?? null,
+        ...tagValues,
+        uploadedAt: new Date(),
+      })
+    })
+  } catch (error) {
+    const urlPath = new URL(fileUrl, 'http://localhost').pathname
+    const storageKey = extractStorageKey(urlPath)
+    if (storageKey && storageKey !== urlPath) {
+      await deleteFile({ key: storageKey, context: 'knowledge-base' }).catch(() => undefined)
+      await deleteFileMetadata(storageKey).catch(() => undefined)
+    }
+    throw error
+  }
+
+  return {
+    documentId,
+    filename: artifact.fileName,
+    fileUrl,
+    fileSize: artifact.bytes.length,
+    mimeType: artifact.mimeType,
+  }
+}
+
+/**
+ * Update an existing connector-sourced document with new content.
+ * Updates in-place to avoid unique constraint violations on (connectorId, externalId).
+ */
+export function connectorDocumentSyncTarget(
+  documentId: string,
+  knowledgeBaseId: string,
+  connectorId: string
+) {
+  return and(
+    eq(document.id, documentId),
+    eq(document.knowledgeBaseId, knowledgeBaseId),
+    eq(document.connectorId, connectorId),
+    eq(document.userExcluded, false),
+    isNull(document.archivedAt)
+  )
+}
+
+export async function updateDocument(
+  existingDocId: string,
+  knowledgeBaseId: string,
+  connectorId: string,
+  connectorType: string,
+  extDoc: ExternalDocument,
+  kbOwner: KnowledgeBaseOwner,
+  sourceConfig?: Record<string, unknown>
+): Promise<DocumentData> {
+  const existingRows = await db
+    .select({ fileUrl: document.fileUrl })
+    .from(document)
+    .where(connectorDocumentSyncTarget(existingDocId, knowledgeBaseId, connectorId))
+    .limit(1)
+  const existingRow = existingRows[0]
+  if (!existingRow) throw new Error(`Document ${existingDocId} is no longer active`)
+  const oldFileUrl = existingRow.fileUrl
+
+  const artifact = connectorStoredArtifact(extDoc)
+  const customKey = `kb/${buildStorageKeySegment(`${Date.now()}-${existingDocId}-`, artifact.fileName)}`
+
+  const fileInfo = await StorageService.uploadFile({
+    file: artifact.bytes,
+    fileName: artifact.fileName,
+    contentType: artifact.mimeType,
+    context: 'knowledge-base',
+    customKey,
+    preserveKey: true,
+    metadata: kbOwnershipMetadata(kbOwner, artifact.fileName),
+  })
+
+  const fileUrl = `${getInternalApiBaseUrl()}${fileInfo.path}?context=knowledge-base`
+
+  const tagValues = extDoc.metadata
+    ? resolveTagMapping(connectorType, extDoc.metadata, sourceConfig)
+    : undefined
+
+  try {
+    await db.transaction(async (tx) => {
+      const isActive = await isKnowledgeBaseActiveInTx(tx, knowledgeBaseId)
+      if (!isActive) {
+        throw new Error(`Knowledge base ${knowledgeBaseId} is deleted`)
+      }
+
+      await tx
+        .update(document)
+        .set({
+          filename: extDoc.title,
+          fileUrl,
+          storageKey: fileInfo.key,
+          fileSize: artifact.bytes.length,
+          // Re-stated on every update: a document first stored as connector-extracted
+          // text and later re-synced as its source file has to stop declaring
+          // `text/plain`, or the pipeline's OCR routing never sees it as a PDF.
+          mimeType: artifact.mimeType,
+          contentHash: extDoc.contentHash,
+          sourceUrl: extDoc.sourceUrl ?? null,
+          ...tagValues,
+          processingStatus: 'pending',
+          /** Prevents an older delayed worker from claiming newly stored content. */
+          processingQueuedAt: null,
+          processingQueueToken: null,
+          processingDeferredUntil: null,
+          /** A new document version starts with a fresh unattended-retry budget. */
+          processingAttempts: 0,
+          processingStartedAt: null,
+          processingCompletedAt: null,
+          processingError: null,
+          uploadedAt: new Date(),
+          // A tombstoned document reappearing with changed content is resurrected
+          // in the same write as its content update — otherwise reconciliation's
+          // separate resurrect step would clear deletedAt while this update, gated
+          // on deletedAt IS NULL, rejects the row and leaves stale content active.
+          deletedAt: null,
+        })
+        .where(connectorDocumentSyncTarget(existingDocId, knowledgeBaseId, connectorId))
+        .returning({ id: document.id })
+        .then((rows) => {
+          if (rows.length === 0) {
+            throw new Error(`Document ${existingDocId} is no longer active`)
+          }
+        })
+    })
+  } catch (error) {
+    const urlPath = new URL(fileUrl, 'http://localhost').pathname
+    const storageKey = extractStorageKey(urlPath)
+    if (storageKey && storageKey !== urlPath) {
+      await deleteFile({ key: storageKey, context: 'knowledge-base' }).catch(() => undefined)
+      await deleteFileMetadata(storageKey).catch(() => undefined)
+    }
+    throw error
+  }
+
+  // Clean up old storage file and its ownership binding
+  if (oldFileUrl) {
+    try {
+      const urlPath = new URL(oldFileUrl, 'http://localhost').pathname
+      const storageKey = extractStorageKey(urlPath)
+      if (storageKey && storageKey !== urlPath) {
+        await deleteFile({ key: storageKey, context: 'knowledge-base' })
+        await deleteFileMetadata(storageKey)
+      }
+    } catch (error) {
+      logger.warn('Failed to delete old storage file', {
+        documentId: existingDocId,
+        error: toError(error).message,
+      })
+    }
+  }
+
+  return {
+    documentId: existingDocId,
+    filename: artifact.fileName,
+    fileUrl,
+    fileSize: artifact.bytes.length,
+    mimeType: artifact.mimeType,
+  }
+}
diff --git a/apps/sim/lib/knowledge/connectors/sync-primitives.ts b/apps/sim/lib/knowledge/connectors/sync-primitives.ts
new file mode 100644
index 00000000000..99d00349b65
--- /dev/null
+++ b/apps/sim/lib/knowledge/connectors/sync-primitives.ts
@@ -0,0 +1,2209 @@
+import { db } from '@sim/db'
+import {
+  document,
+  embedding,
+  knowledgeBase,
+  knowledgeConnector,
+  knowledgeConnectorSyncLog,
+} from '@sim/db/schema'
+import { createLogger } from '@sim/logger'
+import { getErrorMessage, toError } from '@sim/utils/errors'
+import { generateId } from '@sim/utils/id'
+import { and, asc, desc, eq, gt, inArray, isNotNull, isNull, lt, ne, or, sql } from 'drizzle-orm'
+import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
+import { env, envNumber } from '@/lib/core/config/env'
+import { SyncLockLostException, type SyncRunLease } from '@/lib/knowledge/connectors/sync-lock'
+import {
+  addDocument,
+  type KnowledgeBaseOwner,
+  persistSkippedDocuments,
+  persistSkippedRetryHashes,
+  updateDocument,
+} from '@/lib/knowledge/connectors/sync-persistence'
+import { DOCUMENT_PROCESSING_STALE_THRESHOLD_MS } from '@/lib/knowledge/documents/processing-timeouts.server'
+import type { DocumentData } from '@/lib/knowledge/documents/service'
+import {
+  ConnectorSyncDeletionGuardError,
+  hardDeleteDocuments,
+  processDocumentsWithQueue,
+} from '@/lib/knowledge/documents/service'
+import {
+  type DocumentProcessingStatus,
+  isDocumentProcessingStatus,
+  MAX_PROCESSING_ATTEMPTS,
+  QUEUED_DISPATCH_GRACE_MS,
+} from '@/lib/knowledge/documents/types'
+import { isRateLimitError } from '@/lib/knowledge/documents/utils'
+import type { ConnectorConfig, ExternalDocument, SyncResult } from '@/connectors/types'
+import { hasIndexablePayload } from '@/connectors/utils'
+
+const logger = createLogger('ConnectorSyncPrimitives')
+
+export class ConnectorDeletedException extends Error {
+  constructor(connectorId: string) {
+    super(`Connector ${connectorId} was deleted during sync`)
+    this.name = 'ConnectorDeletedException'
+  }
+}
+
+const SYNC_BATCH_SIZE = 5
+/** Unknown deferred downloads run alone; actual connector files can reach this budget. */
+const DEFAULT_OP_SIZE_BYTES = 64 * 1024 * 1024
+/**
+ * Max summed source bytes hydrated/uploaded concurrently within a batch. Each
+ * in-flight file materializes as a content string plus an upload buffer, so this
+ * bounds peak worker memory: a few large files near the per-file cap are processed
+ * in smaller sub-chunks instead of all at once, while small files still process up
+ * to SYNC_BATCH_SIZE at a time.
+ */
+const CONTENT_INFLIGHT_BUDGET_BYTES = 64 * 1024 * 1024
+const MAX_PAGES = 500
+/**
+ * Maximum documents retained in either the source corpus or owned corpus.
+ *
+ * The engine needs the complete source identity set and the connector's complete
+ * owned-document set at the same time to distinguish adds from updates and to
+ * reconcile deletions safely. Page-count limits alone do not bound that working
+ * set: a connector page can contain many documents, and an incremental connector
+ * can accumulate a corpus much larger than its current page. The two corpora
+ * coexist, so the row-count peak is twice this value plus bounded
+ * maps and operation references. Crossing either per-corpus ceiling fails before
+ * document writes.
+ */
+export const CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS = 50_000
+
+export const CONNECTOR_SYNC_MAX_SOURCE_PAYLOAD_BYTES = 256 * 1024 * 1024
+
+/**
+ * How many stuck documents are re-dispatched per call.
+ *
+ * The retry backlog is unbounded, and on the in-process fallback path
+ * `processDocumentsWithQueue` parses, embeds, and indexes every document it is
+ * given before returning. Handing it the whole backlog made the retry a single
+ * await no heartbeat could interrupt; chunking gives the beat somewhere to run.
+ */
+const STUCK_RETRY_DISPATCH_CHUNK_SIZE = 25
+
+/**
+ * How many stuck-document candidates one sync will consider.
+ *
+ * {@link STUCK_RETRY_DISPATCH_CHUNK_SIZE} paces the dispatch loop but does not
+ * bound it — the candidate query had no limit, so a connector carrying a large
+ * backlog dispatched the whole thing at once. One did: 2,959 documents enqueued
+ * in fifteen seconds onto a queue every workspace shares, at
+ * {@link PROCESSING_QUEUE_CONCURRENCY} concurrent runs. Nothing was
+ * double-billed — those documents were genuinely unindexed — but one connector
+ * monopolized the queue, and each dispatch mints a fresh `requestId`, so the
+ * Trigger.dev idempotency key differs every pass and none of it deduplicates.
+ *
+ * 200 keeps a single sync's contribution to roughly ten minutes of queue
+ * occupancy at the default concurrency. A backlog larger than this is not
+ * dropped: candidates are taken oldest-first and whatever is left stays
+ * eligible, so consecutive syncs drain it steadily instead of in one burst.
+ */
+export const STUCK_RETRY_MAX_CANDIDATES_PER_SYNC = 200
+
+/**
+ * How many documents reconciliation hard-deletes per call.
+ *
+ * `hardDeleteDocuments` deletes storage objects, embeddings, and rows for its
+ * whole argument in serialized transactions, and a forced `fullSync` overriding
+ * a connector's listing cap can hand it tens of thousands of ids — one await
+ * spanning the widest gap between heartbeats in the sync, with the deletes
+ * themselves the slowest work in it. Chunking gives the beat somewhere to run,
+ * so a long purge stops looking dead to the reaper. Sized like the dispatch
+ * chunk above: small enough that a chunk cannot outlast the heartbeat interval,
+ * large enough that the per-call overhead stays negligible.
+ */
+const HARD_DELETE_CHUNK_SIZE = 25
+
+/**
+ * Concurrent `knowledge-process-document` runs, shared by every workspace.
+ *
+ * Read from the same env var the task itself is configured with rather than
+ * restated, so the drain estimate below cannot describe a queue depth the
+ * deployment does not actually run.
+ */
+const PROCESSING_QUEUE_CONCURRENCY = envNumber(env.KB_CONFIG_CONCURRENCY_LIMIT, 20)
+
+export class ConnectorSyncCapacityError extends Error {}
+
+export class ConnectorSyncWorkingSetLimitError extends ConnectorSyncCapacityError {
+  constructor(connectorId: string, scope: 'source listing' | 'owned corpus') {
+    super(
+      `Connector ${connectorId} ${scope} exceeds the safe per-corpus limit of ${CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS.toLocaleString()} documents. Narrow the configured source scope or set a connector document limit before syncing again.`
+    )
+    this.name = 'ConnectorSyncWorkingSetLimitError'
+  }
+}
+
+/**
+ * Returns a query's sentinel-inclusive limit for the remaining working-set
+ * budget. The extra row proves the corpus exceeded the cap without loading the
+ * rest of it.
+ */
+export function syncWorkingSetQueryLimit(rowsAlreadyLoaded: number): number {
+  return Math.max(CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS - rowsAlreadyLoaded, 0) + 1
+}
+
+export function sourcePageFitsSyncWorkingSet(rowsAlreadyLoaded: number, pageRows: number): boolean {
+  return rowsAlreadyLoaded + pageRows <= CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS
+}
+
+function assertSyncWorkingSetWithinLimit(
+  connectorId: string,
+  rowsAlreadyLoaded: number,
+  rowsJustLoaded: number
+): void {
+  if (rowsAlreadyLoaded + rowsJustLoaded > CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS) {
+    throw new ConnectorSyncWorkingSetLimitError(connectorId, 'owned corpus')
+  }
+}
+
+function retainedExternalDocumentBytes(doc: ExternalDocument): number {
+  let bytes = Buffer.byteLength(doc.externalId) + Buffer.byteLength(doc.title)
+  bytes += Buffer.byteLength(doc.content ?? '')
+  bytes += Buffer.byteLength(doc.sourceUrl ?? '')
+  bytes += Buffer.byteLength(doc.contentHash ?? '')
+  if (doc.sourceFile?.bytes) bytes += doc.sourceFile.bytes.byteLength
+  try {
+    bytes += Buffer.byteLength(JSON.stringify(doc.metadata ?? {}))
+  } catch {
+    bytes += DEFAULT_OP_SIZE_BYTES
+  }
+  return bytes
+}
+
+/** Fails listing before the engine retains an unbounded inline-content corpus. */
+export function addSourcePagePayloadBytes(
+  retainedBytes: number,
+  documents: ExternalDocument[]
+): number {
+  let nextBytes = retainedBytes
+  for (const doc of documents) {
+    nextBytes += retainedExternalDocumentBytes(doc)
+    if (nextBytes > CONNECTOR_SYNC_MAX_SOURCE_PAYLOAD_BYTES) {
+      throw new ConnectorSyncCapacityError(
+        `Connector source listing exceeds the safe retained-payload limit of ${CONNECTOR_SYNC_MAX_SOURCE_PAYLOAD_BYTES.toLocaleString()} bytes. Use a narrower source scope or a deferred-content connector.`
+      )
+    }
+  }
+  return nextBytes
+}
+
+/**
+ * How long a document may sit in `processing` before the sweep treats its run as
+ * abandoned — and deletes its embeddings and re-dispatches it.
+ *
+ * DERIVED, not fixed at 45. The sweep reclaims by deleting live work, so this
+ * must exceed the longest a legitimate run can take. That bound is
+ * `KB_CONFIG_MAX_DURATION` x `KB_CONFIG_MAX_ATTEMPTS`, which an operator can
+ * raise: at the previous hard-coded 45, setting `KB_CONFIG_MAX_DURATION` above
+ * 900s silently made every long run look abandoned, so the sweep would delete
+ * the embeddings of documents that were still being indexed and bill a second
+ * pass. Deriving it keeps the invariant true at any configuration; the floor
+ * preserves today's value at the defaults.
+ */
+const STALE_PROCESSING_MINUTES = DOCUMENT_PROCESSING_STALE_THRESHOLD_MS / (60 * 1000)
+export const RETRY_WINDOW_DAYS = 7
+
+/**
+ * Processing states the stuck-document sweep may reclaim from.
+ *
+ * One constant used by BOTH the candidate SELECT and the reset UPDATE. The
+ * UPDATE has to re-assert what the SELECT filtered on — the ownership re-check
+ * between them covers `connectorId` only, so a document that completed in that
+ * window would otherwise be reset and have its embeddings deleted. Sharing the
+ * list means the two cannot drift into disagreeing about what is reclaimable.
+ */
+export const SWEEPABLE_PROCESSING_STATUSES = ['pending', 'failed', 'processing'] as const
+
+/** The processing state the stuck-document sweep decides on, one row at a time. */
+export interface StuckDocumentSweepCandidate {
+  processingStatus: DocumentProcessingStatus
+  processingQueuedAt: Date | null
+  processingStartedAt: Date | null
+  processingDeferredUntil: Date | null
+  processingCompletedAt: Date | null
+  uploadedAt: Date
+}
+
+/**
+ * Decides whether the sweep may reclaim one document — delete its embeddings,
+ * reset it, and dispatch it again.
+ *
+ * Since document processing is dispatched to `knowledge-process-document`
+ * rather than awaited inline, a document sits at `pending` from dispatch until
+ * a worker claims it; `processing` is only written once a worker has actually
+ * started. Reclaiming a `pending` document therefore risks racing a run that is
+ * still queued, which both duplicates its work and bills a second indexing
+ * pass, so queued documents get {@link QUEUED_DISPATCH_GRACE_MS} before they
+ * are considered lost — the same grace the user-facing retry waits out before
+ * it will admit a `pending` document.
+ *
+ * Queue wait is measured from `processingQueuedAt`, stamped in one place —
+ * `markDocumentsQueued`, which every dispatch funnels through, so the column
+ * always describes the attempt that is live right now.
+ * It falls back to `uploadedAt` when NULL, which covers a document dispatched
+ * by the sync that created it (`uploadedAt` then sits within that sync's own
+ * runtime, an over-estimate bounded by the one-hour sync ceiling) and rows
+ * written before the column existed.
+ *
+ * `failed` is not a terminal state and gets the same grace. `processDocumentAsync`
+ * records the failure and then rethrows, so `knowledge-process-document` retries
+ * it up to `maxAttempts` (3): between attempts the row reads `failed` while a
+ * live run is scheduled to pick it up again. The gap between attempts is bounded
+ * by the queue, not by run duration — a retried run re-enters the same queue
+ * behind the same global concurrency limit — so `maxDuration` x `maxAttempts`
+ * (30 minutes) and `STALE_PROCESSING_MINUTES` are both far too short to be safe
+ * here: on the very backlog this grace exists for, the next attempt starts hours
+ * after the last one ended. `failed` is therefore aged from
+ * `processingCompletedAt`, the instant the last attempt ended, which every
+ * failure write stamps.
+ *
+ * A document whose retries genuinely exhaust is still recovered: its final
+ * failure stops moving `processingCompletedAt`, so one grace later it becomes
+ * eligible and the next sync re-dispatches it. Recovery is delayed by the grace,
+ * never lost. The user-facing retry stays immediate — it writes `pending` and
+ * dispatches without consulting the sweep at all.
+ *
+ * The grace decides when a queued run may be superseded, but correctness does
+ * not depend on that timing judgment. Every task carries the queue stamp its
+ * dispatch installed and must match it before claiming or billing the row. A
+ * sweep clears the abandoned stamp before installing a new one, so a late old
+ * task declines while the replacement proceeds. Queue admission also claims
+ * only an empty stamp, preventing concurrent callers from charging or enqueuing
+ * two live generations for the same pending document.
+ */
+export function isStuckDocumentSweepEligible(doc: StuckDocumentSweepCandidate, now: Date): boolean {
+  switch (doc.processingStatus) {
+    case 'failed': {
+      const lastAttemptEndedAt =
+        doc.processingCompletedAt ?? doc.processingQueuedAt ?? doc.uploadedAt
+      return now.getTime() - lastAttemptEndedAt.getTime() > QUEUED_DISPATCH_GRACE_MS
+    }
+    case 'pending': {
+      if (doc.processingDeferredUntil) {
+        return now.getTime() - doc.processingDeferredUntil.getTime() > QUEUED_DISPATCH_GRACE_MS
+      }
+      const queuedAt = doc.processingQueuedAt ?? doc.uploadedAt
+      return now.getTime() - queuedAt.getTime() > QUEUED_DISPATCH_GRACE_MS
+    }
+    case 'processing': {
+      if (!doc.processingStartedAt) return true
+      return (
+        now.getTime() - doc.processingStartedAt.getTime() > STALE_PROCESSING_MINUTES * 60 * 1000
+      )
+    }
+    // No `default`: a status added to DocumentProcessingStatus must fail
+    // type-check here rather than silently reading as "not eligible".
+    case 'completed':
+      return false
+  }
+}
+
+export function stuckDocumentSweepAgeAnchor(doc: StuckDocumentSweepCandidate): Date {
+  switch (doc.processingStatus) {
+    case 'failed':
+      return doc.processingCompletedAt ?? doc.processingQueuedAt ?? doc.uploadedAt
+    case 'pending':
+      return doc.processingDeferredUntil ?? doc.processingQueuedAt ?? doc.uploadedAt
+    case 'processing':
+      return doc.processingStartedAt ?? new Date(0)
+    case 'completed':
+      return doc.uploadedAt
+  }
+}
+
+export function selectStuckDocumentSweepCandidates<
+  T extends StuckDocumentSweepCandidate & { id: string },
+>(documents: T[], now: Date, limit = STUCK_RETRY_MAX_CANDIDATES_PER_SYNC): T[] {
+  return documents
+    .filter((doc) => isStuckDocumentSweepEligible(doc, now))
+    .sort((left, right) => {
+      const ageOrder =
+        stuckDocumentSweepAgeAnchor(left).getTime() - stuckDocumentSweepAgeAnchor(right).getTime()
+      return ageOrder || left.id.localeCompare(right.id)
+    })
+    .slice(0, limit)
+}
+
+export type DocOp =
+  | { type: 'add'; extDoc: ExternalDocument }
+  | { type: 'update'; existingId: string; extDoc: ExternalDocument }
+  | { type: 'skip'; existingId?: string; extDoc: ExternalDocument }
+
+type DocClassification =
+  | { type: 'add' }
+  | { type: 'update'; existingId: string }
+  | { type: 'skip'; existingId?: string }
+  | { type: 'unchanged' }
+  | { type: 'drop' }
+
+export function shouldReplaceExistingWithSkippedDocument(
+  existing: { storageKey?: string | null },
+  skipped: Pick<ExternalDocument, 'skippedExistingDisposition'>
+): boolean {
+  return existing.storageKey === null || skipped.skippedExistingDisposition === 'replace'
+}
+
+/**
+ * Decides what a listed external document becomes during reconciliation.
+ *
+ * - `skip`: connector flagged it (e.g. too large) and it is not already indexed —
+ *   record a visible `failed` document instead of dropping it silently. Existing
+ *   content stays last-known-good unless the connector marks the skip authoritative.
+ * - `drop`: empty, non-deferred content that cannot be indexed.
+ * - `add` / `update` / `unchanged`: normal content reconciliation by content hash.
+ * - A deferred listing always rehydrates an existing content-less placeholder,
+ *   even when its listing hash is unchanged, so a prior hydration-time skip can
+ *   recover when the source becomes indexable.
+ *
+ * `forceRehydrate` (set on a full resync of a `rehydrateOnFullSync` connector) promotes
+ * an otherwise-`unchanged` deferred document to `update` so its content is re-fetched —
+ * needed when rendered content can drift without the hash changing (e.g. Confluence
+ * transclusions). Non-deferred docs already carry final content from listing, so they
+ * are left `unchanged` (re-indexing identical content would be pointless).
+ */
+export function classifyExternalDoc(
+  extDoc: Pick<
+    ExternalDocument,
+    | 'content'
+    | 'sourceFile'
+    | 'contentDeferred'
+    | 'contentHash'
+    | 'skippedReason'
+    | 'skippedExistingDisposition'
+  >,
+  existing: { id: string; contentHash: string | null; storageKey?: string | null } | undefined,
+  forceRehydrate = false
+): DocClassification {
+  if (extDoc.skippedReason) {
+    if (!existing) return { type: 'skip' }
+    return shouldReplaceExistingWithSkippedDocument(existing, extDoc)
+      ? { type: 'skip', existingId: existing.id }
+      : { type: 'unchanged' }
+  }
+  if (!hasIndexablePayload(extDoc) && !extDoc.contentDeferred) {
+    return { type: 'drop' }
+  }
+  if (!existing) {
+    return { type: 'add' }
+  }
+  if (existing.storageKey === null && extDoc.contentDeferred) {
+    return { type: 'update', existingId: existing.id }
+  }
+  if (existing.contentHash !== extDoc.contentHash) {
+    return { type: 'update', existingId: existing.id }
+  }
+  if (forceRehydrate && extDoc.contentDeferred) {
+    return { type: 'update', existingId: existing.id }
+  }
+  return { type: 'unchanged' }
+}
+
+/**
+ * Merges a hydrated document over the listing stub it was fetched for.
+ *
+ * Every field the connector restates on hydration has to be carried, not just the
+ * content. A stub is built before the file is fetched and declares `text/plain`,
+ * so any field left behind keeps a value that is wrong for the bytes now attached
+ * — which is how a hydrated PDF ends up still claiming plain text. Storage reads
+ * `sourceFile.mimeType`, so that particular staleness is invisible until
+ * something reaches for the obvious field instead.
+ *
+ * Extracted from the hydration loop so the merge is a stated contract with a test
+ * rather than an inline spread that is easy to under-specify.
+ */
+export function mergeHydratedDocument(
+  stub: ExternalDocument,
+  hydrated: ExternalDocument,
+  contentHash: string
+): ExternalDocument {
+  return {
+    ...stub,
+    title: hydrated.title || stub.title,
+    content: hydrated.content,
+    sourceFile: hydrated.sourceFile,
+    mimeType: hydrated.mimeType,
+    contentHash,
+    contentDeferred: false,
+    sourceUrl: hydrated.sourceUrl ?? stub.sourceUrl,
+    metadata: { ...stub.metadata, ...hydrated.metadata },
+  }
+}
+
+/**
+ * Merges a hydration-time skip marker onto its listing stub.
+ *
+ * A skipped hydration did not verify indexable content, so its provider-specific
+ * fallback hash cannot supersede the listing hash used by the next sync's change
+ * classification. Keeping the listing hash makes a newly persisted skip stable
+ * until the source metadata changes. A connector can explicitly provide
+ * `skippedRetryContentHash` when the skip must be retried independently of that
+ * metadata, such as a Notion nested block whose access changes without editing
+ * its parent page.
+ */
+export function mergeHydratedSkippedDocument(
+  stub: ExternalDocument,
+  hydrated: ExternalDocument
+): ExternalDocument {
+  return {
+    ...stub,
+    content: '',
+    contentHash: hydrated.skippedRetryContentHash ?? stub.contentHash,
+    contentDeferred: false,
+    skippedReason: hydrated.skippedReason,
+    skippedExistingDisposition: hydrated.skippedExistingDisposition,
+    metadata: { ...stub.metadata, ...hydrated.metadata },
+  }
+}
+
+/**
+ * A listed deferred document is known to exist at listing time. A null hydration
+ * is therefore ambiguous provider failure, not authoritative deletion: treating
+ * it as a successful drop can advance an incremental watermark past a document
+ * that merely became inaccessible.
+ */
+export function requireHydratedListedDocument(
+  document: ExternalDocument | null,
+  externalId: string
+): ExternalDocument {
+  if (!document) {
+    throw new Error(`Connector returned no content for listed document ${externalId}`)
+  }
+  return document
+}
+
+/**
+ * Records a source update that was observed but could not be verified or
+ * persisted. The stored document remains last-known-good, while `docsFailed`
+ * prevents an incremental watermark from advancing past the consumed change.
+ */
+export function recordUnverifiedExistingRefresh(
+  result: Pick<SyncResult, 'docsFailed'>,
+  failedExternalIds: Set<string>,
+  externalId: string
+): void {
+  if (failedExternalIds.has(externalId)) return
+  failedExternalIds.add(externalId)
+  result.docsFailed++
+}
+
+/** Actual retained bytes when available, otherwise a conservative deferred estimate. */
+function estimateOpSizeBytes(op: DocOp): number {
+  // Skip ops load no content (just a row insert), so they do not count against the
+  // in-flight content budget.
+  if (op.type === 'skip') return 0
+  if (op.extDoc.sourceFile?.bytes) return op.extDoc.sourceFile.bytes.byteLength
+  if (op.extDoc.content) return Buffer.byteLength(op.extDoc.content)
+  const size = op.extDoc.metadata?.fileSize ?? op.extDoc.metadata?.size
+  return typeof size === 'number' && Number.isFinite(size) && size > 0
+    ? size
+    : DEFAULT_OP_SIZE_BYTES
+}
+
+/**
+ * Splits content ops into sub-chunks bounded by both a count (maxCount) and a summed
+ * byte budget, so large files are hydrated/uploaded a few at a time. A single op
+ * larger than the budget still forms its own chunk (always >= 1 op per chunk).
+ */
+export function chunkOpsByByteBudget(
+  ops: DocOp[],
+  budgetBytes: number,
+  maxCount: number
+): DocOp[][] {
+  const chunks: DocOp[][] = []
+  let current: DocOp[] = []
+  let currentBytes = 0
+  for (const op of ops) {
+    const bytes = estimateOpSizeBytes(op)
+    if (current.length > 0 && (current.length >= maxCount || currentBytes + bytes > budgetBytes)) {
+      chunks.push(current)
+      current = []
+      currentBytes = 0
+    }
+    current.push(op)
+    currentBytes += bytes
+  }
+  if (current.length > 0) {
+    chunks.push(current)
+  }
+  return chunks
+}
+
+/**
+ * Single-roundtrip check that this sync's targets still exist.
+ *
+ * Named for presence rather than liveness deliberately: this file uses
+ * "liveness" in its distributed-systems sense — a run proving it is still
+ * working, via {@link heartbeatSyncLock} — and reusing the word for a row
+ * existence check conflated two unrelated questions three lines apart.
+ */
+export async function checkSyncTargetPresence(
+  connectorId: string,
+  knowledgeBaseId: string
+): Promise<{ connectorDeleted: boolean; knowledgeBaseDeleted: boolean }> {
+  const rows = await db
+    .select({
+      connectorArchivedAt: knowledgeConnector.archivedAt,
+      connectorDeletedAt: knowledgeConnector.deletedAt,
+      kbDeletedAt: knowledgeBase.deletedAt,
+    })
+    .from(knowledgeConnector)
+    .innerJoin(knowledgeBase, eq(knowledgeBase.id, knowledgeConnector.knowledgeBaseId))
+    .where(and(eq(knowledgeConnector.id, connectorId), eq(knowledgeBase.id, knowledgeBaseId)))
+    .limit(1)
+
+  if (rows.length === 0) {
+    return { connectorDeleted: true, knowledgeBaseDeleted: true }
+  }
+  const row = rows[0]
+  return {
+    connectorDeleted: row.connectorArchivedAt !== null || row.connectorDeletedAt !== null,
+    knowledgeBaseDeleted: row.kbDeletedAt !== null,
+  }
+}
+
+/**
+ * Decides whether deletion reconciliation may run for a sync.
+ *
+ * Reconciliation hard-deletes every stored document absent from the listing,
+ * so it must only run against a complete source set:
+ * - never on incremental syncs (they list only changed documents)
+ * - never when the engine truncated pagination (`listingTruncated`) — a forced
+ *   fullSync cannot fix truncation, so it cannot override it
+ * - never when a provider declares its pagination non-authoritative
+ * - not when a connector capped its listing (`listingCapped`), unless a forced
+ *   fullSync deliberately overrides the cap to reconcile the capped scope
+ */
+export function shouldReconcileDeletions(
+  isIncremental: boolean | undefined,
+  syncContext: Record<string, unknown> | undefined,
+  fullSync: boolean | undefined
+): boolean {
+  if (isIncremental) return false
+  if (syncContext?.listingTruncated) return false
+  if (syncContext?.reconciliationUnsafe) return false
+  return !syncContext?.listingCapped || Boolean(fullSync)
+}
+
+/**
+ * Minimum number of documents a connector must still own before an empty
+ * listing is treated as suspect. Below it, an empty listing is far more likely
+ * to be a genuinely emptied source than a broken one, the blast radius of
+ * reconciling is a handful of documents, and any ratio-based judgement is
+ * statistically meaningless.
+ */
+const SUSPECT_LISTING_MIN_OWNED_DOCS = 3
+/**
+ * Minimum owned-document count before the proportional (collapse) guard
+ * applies. A source can legitimately shrink hard when it is small — going from
+ * 8 documents to 1 is ordinary editing — so the collapse guard only engages on
+ * corpora large enough that a near-total disappearance in a single sync is
+ * implausible without an upstream fault.
+ */
+const SUSPECT_COLLAPSE_MIN_OWNED_DOCS = 50
+/**
+ * A listing covering less than this fraction of the documents the connector
+ * still owns is treated as suspect. Deliberately far below any plausible
+ * bulk edit (10% means 10,000 documents collapsing to under 1,000) so normal
+ * housekeeping never trips it, while the partial-outage shapes seen in the
+ * wild — an auth wall or an interstitial served for most of a source — do.
+ */
+const SUSPECT_COLLAPSE_MAX_RATIO = 0.1
+
+/**
+ * How many listed documents count toward the suspect-listing ratio.
+ *
+ * `seenExternalIds` is populated before the classification loop short-circuits
+ * user-excluded documents, so it counts them; the owned-document denominator
+ * does not, because excluded rows are filtered out of the live read. Comparing
+ * the two directly inflates the ratio and silently weakens the collapse guard —
+ * with 1,000 owned / 200 excluded, a source returning 90 documents stopped
+ * tripping `collapsed` entirely. Subtracting the excluded documents that were
+ * listed puts both sides back on the same population.
+ */
+export function countNonExcludedListed(
+  seenExternalIds: ReadonlySet<string>,
+  excludedExternalIds: ReadonlySet<unknown>
+): number {
+  let excludedAndListed = 0
+  for (const externalId of seenExternalIds) {
+    if (excludedExternalIds.has(externalId)) excludedAndListed++
+  }
+  return seenExternalIds.size - excludedAndListed
+}
+
+/** Why a listing is considered untrustworthy evidence of deletion. */
+export type SuspectListingReason = 'empty' | 'collapsed'
+
+/**
+ * A prior sync's listing, reconstructed from its sync-log counters.
+ *
+ * `trustworthy` is false when that run could have been an incremental listing:
+ * an incremental run that observed no changes is indistinguishable from a full
+ * run that observed nothing, and treating the former as corroboration would let
+ * a single bad listing confirm itself.
+ */
+export interface PreviousListingObservation {
+  listedCount: number
+  ownedCount: number
+  trustworthy: boolean
+}
+
+/**
+ * Classifies a listing as untrustworthy evidence that documents were deleted.
+ *
+ * A connector that returns nothing (or almost nothing) while the knowledge base
+ * still holds a real corpus for it is far more likely to be broken than to be
+ * reporting a genuinely emptied source: observed causes include an HTTP 200
+ * interstitial served instead of an index, and a source moved behind auth.
+ * Neither surfaces as an error, so the sync looks clean and the listing looks
+ * authoritative.
+ */
+export function classifySuspectListing(
+  listedCount: number,
+  ownedCount: number
+): SuspectListingReason | null {
+  if (ownedCount < SUSPECT_LISTING_MIN_OWNED_DOCS) return null
+  if (listedCount === 0) return 'empty'
+  if (
+    ownedCount >= SUSPECT_COLLAPSE_MIN_OWNED_DOCS &&
+    listedCount < ownedCount * SUSPECT_COLLAPSE_MAX_RATIO
+  ) {
+    return 'collapsed'
+  }
+  return null
+}
+
+/**
+ * Decides whether a suspect listing may still reconcile deletions.
+ *
+ * A suspect listing is only acted on after a consecutive suspect observation, so a
+ * consecutive sync, so a single transient upstream fault can never remove
+ * documents — not even reversibly, since a soft delete hides them from search
+ * immediately. A genuinely emptied source keeps reconciling: its second sync
+ * corroborates the first and tombstones everything, and a later sync — once the
+ * tombstoned set is again absent — completes the two-strike purge, subject to
+ * {@link capReconciliationDeletions}, which withholds any generation whose
+ * deletion count exceeds the per-sync blast-radius cap.
+ *
+ * A forced `fullSync` overrides the guard, matching its existing meaning
+ * elsewhere here — an explicit human request to reconcile against this listing
+ * right now.
+ */
+export function evaluateListingSafety(
+  listedCount: number,
+  ownedCount: number,
+  previous: PreviousListingObservation | null,
+  fullSync: boolean | undefined
+): { reason: SuspectListingReason | null; blocked: boolean; corroborated: boolean } {
+  const reason = classifySuspectListing(listedCount, ownedCount)
+  if (!reason) return { reason: null, blocked: false, corroborated: false }
+  if (fullSync) return { reason, blocked: false, corroborated: false }
+
+  const corroborated = Boolean(
+    previous?.trustworthy && classifySuspectListing(previous.listedCount, previous.ownedCount)
+  )
+  return { reason, blocked: !corroborated, corroborated }
+}
+
+/**
+ * Documents a reconciliation pass could actually remove.
+ *
+ * Both reads are filtered, not just the tombstoned one: the live read already
+ * excludes `userExcluded` rows in SQL, so filtering it again is a no-op today,
+ * but it keeps this count self-consistent with
+ * {@link partitionSyncReconciliation}, which gates deletion on the same flag for
+ * both lists. The result is the denominator for the deletion cap and for
+ * {@link classifySuspectListing}, whose numerator
+ * ({@link countNonExcludedListed}) ranges over the same population.
+ */
+export function countDeletionEligibleOwned(
+  existingDocs: ReconciliationDoc[],
+  tombstonedDocs: ReconciliationDoc[]
+): number {
+  return (
+    existingDocs.filter((d) => !d.userExcluded).length +
+    tombstonedDocs.filter((d) => !d.userExcluded).length
+  )
+}
+
+/**
+ * Operator-facing explanation of a held reconciliation pass.
+ *
+ * Stored on `knowledgeConnector.lastSyncError` because a hold is otherwise
+ * invisible: the sync completes normally and an operator sees an ordinary green
+ * run while source-removed documents stay indexed. Names the forced full sync,
+ * which is the documented way to apply the removals once the source is verified.
+ */
+export function buildReconciliationHoldNotice(
+  withheld: number,
+  cap: number,
+  ownedDocCount: number,
+  softHeld: boolean,
+  hardHeld: boolean
+): string {
+  /**
+   * Stated per held generation. A hard-only hold withholds documents that a
+   * previous sync already tombstoned, so they have been invisible since then —
+   * telling the operator they are "still indexed" would be false.
+   */
+  const consequence =
+    softHeld && hardHeld
+      ? 'Documents removed at the source are still indexed, and documents already pending removal were not purged.'
+      : softHeld
+        ? 'Documents removed at the source are still indexed.'
+        : 'Documents already pending removal were not purged; they stay hidden from search either way.'
+
+  return (
+    `Withheld ${withheld} document removal(s) — more than the ${cap} allowed per generation ` +
+    `in one sync of ${ownedDocCount} documents. ${consequence} ` +
+    'Check the source is returning its full contents, then run a full sync to apply the removals.'
+  )
+}
+
+/**
+ * The document count to attribute to the previous sync when reconstructing its
+ * listing.
+ *
+ * `lastSyncDocCount` counts only *visible* documents, so after a pass that
+ * tombstoned a corpus it collapses toward 0 — and an owned count of 0 can never
+ * be classified as suspect, so corroboration silently became impossible and the
+ * two-strike purge jammed shut. Taking the larger of the recorded count and what
+ * the connector owns right now (tombstones included) restores the intent: the
+ * previous run is judged against a corpus at least as large as the one still
+ * present.
+ */
+export function resolvePreviousOwnedCount(
+  lastSyncDocCount: number | null | undefined,
+  ownedDocCount: number
+): number {
+  return Math.max(lastSyncDocCount ?? 0, ownedDocCount)
+}
+
+/**
+ * Fraction of a connector's owned documents that a single reconciliation pass
+ * may remove before the pass is held.
+ *
+ * {@link SUSPECT_COLLAPSE_MAX_RATIO} only questions a listing that returns under
+ * 10% of the corpus, which leaves every partial-outage shape between 10% and
+ * 100% completely unguarded: a source that serves half its documents produces a
+ * listing that looks perfectly healthy to every shape guard, tombstones the
+ * missing half, and hard-deletes it on the next pass. 25% sits well above
+ * ordinary housekeeping (a quarter of a corpus removed between two syncs is
+ * already extraordinary) and well below the outage shapes seen in the wild.
+ */
+const RECONCILIATION_DELETE_MAX_RATIO = 0.25
+
+/**
+ * Deletions always permitted regardless of ratio.
+ *
+ * The ratio is meaningless on a small corpus for the same reason
+ * {@link SUSPECT_COLLAPSE_MIN_OWNED_DOCS} exists — removing 20 of 40 documents
+ * is ordinary editing — and a floor below the collapse guard's own 50-document
+ * threshold keeps the cap from being the binding constraint on corpora that
+ * guard was written to ignore.
+ */
+const RECONCILIATION_DELETE_MIN_ABSOLUTE = 25
+
+/** Per-connector tuning for the reconciliation blast-radius cap. */
+export interface ReconciliationDeleteCapOverride {
+  maxRatio?: number
+  minAbsolute?: number
+}
+
+/**
+ * Maximum number of documents one reconciliation pass may remove.
+ */
+export function resolveReconciliationDeleteCap(
+  ownedDocCount: number,
+  override?: ReconciliationDeleteCapOverride
+): number {
+  const maxRatio = override?.maxRatio ?? RECONCILIATION_DELETE_MAX_RATIO
+  const minAbsolute = override?.minAbsolute ?? RECONCILIATION_DELETE_MIN_ABSOLUTE
+  return Math.max(minAbsolute, Math.floor(Math.max(ownedDocCount, 0) * maxRatio))
+}
+
+/**
+ * Caps the blast radius of one reconciliation pass.
+ *
+ * The shape guards above all reason about listings that look *broken*. Two
+ * confirmed data-loss paths produce listings that look perfectly healthy and so
+ * pass every one of them: a partial outage returning half a corpus (above the
+ * 10% collapse threshold), and a change to a connector's externalId derivation,
+ * which yields a complete, correct listing of entirely new keys — under which
+ * every stored document is "absent" and every listed one is new.
+ *
+ * The hold is deliberately all-or-nothing rather than a truncation to the cap:
+ * deleting up to the cap still destroys data, and leaves the knowledge base in a
+ * state no operator asked for and no later sync can reason about. For the outage
+ * shapes above the corpus is left intact and reconciliation resumes as soon as
+ * the source returns its full listing. It does NOT self-heal from a hold caused
+ * by genuine bulk removal: those deletions stay withheld until a `fullSync`
+ * applies them, which is the point — a human confirms them.
+ *
+ * The two generations are capped SEPARATELY. Soft deletes are this sync's newly
+ * absent documents; hard deletes are the previous generation's soft deletes,
+ * confirmed absent a second time and therefore already gated by this cap once.
+ * Summing them double-counts the older generation and, on a connector with
+ * steady churn, ratchets: each sync's new soft deletes plus the prior sync's
+ * pending hard deletes exceed the cap, the all-or-nothing hold blocks the hard
+ * deletes that would drain the backlog, and the backlog grows monotonically so
+ * the connector never reconciles again. Capping each generation against the same
+ * ceiling keeps the per-sync blast radius bounded without that deadlock.
+ *
+ * Note the ceiling this yields: each generation may spend the cap independently,
+ * so a single sync can remove up to 2x the cap — with the default ratio, about
+ * half the corpus, not a quarter. That is deliberate. The two generations are
+ * different populations: the hard deletes were already gated by this cap on the
+ * sync that tombstoned them, and have been invisible ever since, so confirming
+ * them costs no additional visible documents. The quarter-of-a-corpus figure
+ * describes what one sync may newly hide, which is the number that matters for a
+ * source that has started lying about its contents.
+ *
+ * `fullSync` bypasses the cap, matching its meaning everywhere else here — an
+ * explicit human request to reconcile against this listing right now, which is
+ * the documented escape hatch for a genuine mass deletion.
+ */
+export function capReconciliationDeletions(
+  softDeleteIds: string[],
+  hardDeleteIds: string[],
+  ownedDocCount: number,
+  fullSync: boolean | undefined,
+  override?: ReconciliationDeleteCapOverride
+): {
+  softDeleteIds: string[]
+  hardDeleteIds: string[]
+  held: boolean
+  softHeld: boolean
+  hardHeld: boolean
+  withheld: number
+  cap: number
+} {
+  const cap = resolveReconciliationDeleteCap(ownedDocCount, override)
+  const softHeld = !fullSync && softDeleteIds.length > cap
+  const hardHeld = !fullSync && hardDeleteIds.length > cap
+
+  return {
+    softDeleteIds: softHeld ? [] : softDeleteIds,
+    hardDeleteIds: hardHeld ? [] : hardDeleteIds,
+    held: softHeld || hardHeld,
+    softHeld,
+    hardHeld,
+    withheld: (softHeld ? softDeleteIds.length : 0) + (hardHeld ? hardDeleteIds.length : 0),
+    cap,
+  }
+}
+
+/**
+ * Reconstructs the previous completed sync's listing from its log counters.
+ *
+ * Every document the previous run listed landed in exactly one of
+ * added/updated/unchanged/skipped/failed, and `lastSyncDocCount` records
+ * how many documents the connector owned when that run finished. Documents the
+ * user excluded also land in `docsUnchanged`, which can only inflate the
+ * reconstructed listing — erring toward "the previous listing looked healthy",
+ * i.e. toward blocking deletions.
+ */
+async function loadPreviousListingObservation(
+  connectorId: string,
+  currentSyncLogId: string,
+  previousOwnedCount: number,
+  trustworthy: boolean
+): Promise<PreviousListingObservation | null> {
+  const rows = await db
+    .select({
+      docsAdded: knowledgeConnectorSyncLog.docsAdded,
+      docsUpdated: knowledgeConnectorSyncLog.docsUpdated,
+      docsUnchanged: knowledgeConnectorSyncLog.docsUnchanged,
+      docsSkipped: knowledgeConnectorSyncLog.docsSkipped,
+      docsFailed: knowledgeConnectorSyncLog.docsFailed,
+    })
+    .from(knowledgeConnectorSyncLog)
+    .where(
+      and(
+        eq(knowledgeConnectorSyncLog.connectorId, connectorId),
+        eq(knowledgeConnectorSyncLog.status, 'completed'),
+        ne(knowledgeConnectorSyncLog.id, currentSyncLogId)
+      )
+    )
+    .orderBy(desc(knowledgeConnectorSyncLog.startedAt))
+    .limit(1)
+
+  const previous = rows[0]
+  if (!previous) return null
+
+  return {
+    listedCount:
+      previous.docsAdded +
+      previous.docsUpdated +
+      previous.docsUnchanged +
+      previous.docsSkipped +
+      previous.docsFailed,
+    ownedCount: previousOwnedCount,
+    trustworthy,
+  }
+}
+
+/**
+ * Decides whether a sync should use the connector's incremental listing.
+ *
+ * A pending-removal document only surfaces in an incremental listing if its
+ * content changed since last sync — an unchanged-but-still-present document
+ * never appears in an incremental delta at all, so it could never be
+ * resurrected and would stay tombstoned indefinitely on a connector that runs
+ * incrementally from here on. `hasTombstonedDocs` forces a full listing
+ * whenever any pending-removal document exists for this connector, so every
+ * one of them gets a real resurrect-or-confirm decision on this sync.
+ */
+export function shouldRunIncrementalSync(
+  supportsIncrementalSync: boolean | undefined,
+  syncMode: string | null | undefined,
+  fullSync: boolean | undefined,
+  rehydrate: boolean | undefined,
+  hasTombstonedDocs: boolean,
+  lastSyncAt: string | Date | null | undefined
+): boolean {
+  return Boolean(
+    supportsIncrementalSync &&
+      syncMode !== 'full' &&
+      !fullSync &&
+      !hasTombstonedDocs &&
+      !rehydrate &&
+      lastSyncAt != null
+  )
+}
+
+/**
+ * A stored document's identity, as read back for reconciliation.
+ *
+ * `userExcluded` is required, not optional. Both reads project it, so the
+ * deletion guards in {@link partitionSyncReconciliation} enforce something on
+ * their own rather than restating a filter the SQL already applied — if that
+ * filter were ever dropped, the guard would still hold. An optional flag made
+ * the guard a silent no-op on any read that forgot to select it.
+ */
+type ReconciliationDoc = { id: string; externalId: string | null; userExcluded: boolean }
+
+/**
+ * Partitions a connector's stored documents against the current listing into
+ * the three reconciliation actions.
+ *
+ * A document absent from a normal (non-fullSync) listing is never purged
+ * immediately — an empty or shrunken listing can equally mean a transient
+ * source outage, and a single bad observation must never cause an
+ * irreversible mass deletion. It is instead marked pending-removal
+ * (`softDeleteIds`), and only becomes eligible for hard deletion
+ * (`hardDeleteIds`) once a *later* sync confirms it's still absent — i.e. it
+ * was already pending-removal (`tombstonedDocs`) coming into this sync. A
+ * document that reappears while pending-removal is resurrected
+ * (`resurrectIds`) regardless of `fullSync`, since presence — unlike absence —
+ * is trustworthy evidence even from a partial listing. A document whose
+ * content refresh was attempted but failed (`failedExternalIds`) is excluded
+ * from resurrection even though it was seen — surfacing it now would show
+ * known-stale pre-tombstone content; it stays tombstoned for a later sync to
+ * retry.
+ *
+ * A forced `fullSync` is an explicit request to reconcile right now: it skips
+ * the grace period and purges everything absent in one pass.
+ *
+ * A `userExcluded` document is never deletion-eligible — the user asked to keep
+ * the row — but it stays fully resurrection-eligible. The distinction matters:
+ * `userExcluded` and `enabled` gate visibility on their own in every retrieval
+ * path, so resurrecting one never re-indexes it; it only clears `deletedAt`.
+ * Withholding resurrection instead would strand the row permanently, since the
+ * connector-document listing and the restore mutation both require
+ * `deletedAt IS NULL` — leaving it invisible, unrestorable, and (by this very
+ * guard) undeletable.
+ */
+export function partitionSyncReconciliation(
+  existingDocs: ReconciliationDoc[],
+  tombstonedDocs: ReconciliationDoc[],
+  seenExternalIds: Set<string>,
+  failedExternalIds: Set<string>,
+  fullSync: boolean | undefined
+): { resurrectIds: string[]; softDeleteIds: string[]; hardDeleteIds: string[] } {
+  const resurrectIds = tombstonedDocs
+    .filter(
+      (d) =>
+        d.externalId && seenExternalIds.has(d.externalId) && !failedExternalIds.has(d.externalId)
+    )
+    .map((d) => d.id)
+  const liveMissingIds = existingDocs
+    .filter((d) => d.externalId && !d.userExcluded && !seenExternalIds.has(d.externalId))
+    .map((d) => d.id)
+  const tombstonedStillMissingIds = tombstonedDocs
+    .filter((d) => d.externalId && !d.userExcluded && !seenExternalIds.has(d.externalId))
+    .map((d) => d.id)
+
+  if (fullSync) {
+    return {
+      resurrectIds,
+      softDeleteIds: [],
+      hardDeleteIds: [...liveMissingIds, ...tombstonedStillMissingIds],
+    }
+  }
+  return { resurrectIds, softDeleteIds: liveMissingIds, hardDeleteIds: tombstonedStillMissingIds }
+}
+
+/**
+ * Re-filters the three reconciliation ID lists against a fresh ownership
+ * snapshot taken under the connector's `FOR UPDATE` lock, dropping any
+ * document a concurrent "delete connector, keep documents" request already
+ * detached (its `connectorId` no longer matches) since the lists were first
+ * computed.
+ */
+export function filterStillOwnedReconciliationIds(
+  resurrectIds: string[],
+  softDeleteIds: string[],
+  hardDeleteIds: string[],
+  stillOwnedIds: Set<string>
+): { resurrectIds: string[]; softDeleteIds: string[]; hardDeleteIds: string[] } {
+  return {
+    resurrectIds: resurrectIds.filter((id) => stillOwnedIds.has(id)),
+    softDeleteIds: softDeleteIds.filter((id) => stillOwnedIds.has(id)),
+    hardDeleteIds: hardDeleteIds.filter((id) => stillOwnedIds.has(id)),
+  }
+}
+
+/** What a listing pass needs from the engine that runs it. */
+export interface ListingPassInput {
+  connectorId: string
+  connectorConfig: Pick<ConnectorConfig, 'listDocuments'>
+  sourceConfig: Record<string, unknown>
+  /** Per-run mutable state the connector caches token-derived lookups in. */
+  syncContext: Record<string, unknown>
+  /** Incremental watermark handed to the connector; undefined lists everything. */
+  lastSyncAt: Date | undefined
+  /** Runs before every page is fetched; the content engine heartbeats here. */
+  beforePage: () => Promise<void>
+  /**
+   * The token to list page `pageNum` with. The content engine re-resolves an
+   * OAuth token for every page after the first so a long listing outlives a
+   * short-lived access token.
+   */
+  getAccessToken: (pageNum: number) => Promise<string>
+  /** Wall-clock instant (ms since epoch) after which no further page is fetched. */
+  deadlineAt?: number
+  maxPages?: number
+}
+
+export interface ListingPassResult {
+  documents: ExternalDocument[]
+  /** False when pagination stopped before the source was exhausted. */
+  exhausted: boolean
+  /** True when the deadline stopped pagination; implies `exhausted` is false. */
+  budgetAborted: boolean
+}
+
+/**
+ * Pages a connector's listing to exhaustion, the page cap, the deadline, or a
+ * missing cursor, enforcing the working-set and retained-payload limits as it
+ * goes. The caller decides what an unexhausted listing means: the content
+ * engine marks it capped and truncated so deletion reconciliation is skipped.
+ */
+export async function runListingPass(input: ListingPassInput): Promise<ListingPassResult> {
+  const { connectorId, connectorConfig, sourceConfig, syncContext, lastSyncAt } = input
+  const maxPages = input.maxPages ?? MAX_PAGES
+  const externalDocs: ExternalDocument[] = []
+  let retainedSourcePayloadBytes = 0
+  let cursor: string | undefined
+  let hasMore = true
+  let budgetAborted = false
+
+  for (let pageNum = 0; hasMore && pageNum < maxPages; pageNum++) {
+    /**
+     * Listing is where a large source spends most of its wall clock — the
+     * batch loop does not start until every page has been fetched — so
+     * without this a big listing outran the TTL and was reclaimed as a hard
+     * failure, which is the exact ratchet the heartbeat exists to prevent.
+     */
+    await input.beforePage()
+
+    if (input.deadlineAt !== undefined && Date.now() >= input.deadlineAt) {
+      budgetAborted = true
+      break
+    }
+
+    const accessToken = await input.getAccessToken(pageNum)
+
+    const page = await connectorConfig.listDocuments(
+      accessToken,
+      sourceConfig,
+      cursor,
+      syncContext,
+      lastSyncAt
+    )
+    if (page.reconciliationSafe === false) {
+      syncContext.reconciliationUnsafe = true
+    }
+    if (!sourcePageFitsSyncWorkingSet(externalDocs.length, page.documents.length)) {
+      throw new ConnectorSyncWorkingSetLimitError(connectorId, 'source listing')
+    }
+    retainedSourcePayloadBytes = addSourcePagePayloadBytes(
+      retainedSourcePayloadBytes,
+      page.documents
+    )
+    externalDocs.push(...page.documents)
+
+    if (page.hasMore && !page.nextCursor) {
+      logger.warn('Source returned hasMore=true with no cursor, stopping pagination', {
+        connectorId,
+        pageNum,
+        docsSoFar: externalDocs.length,
+      })
+      break
+    }
+
+    cursor = page.nextCursor
+    hasMore = page.hasMore
+  }
+
+  return { documents: externalDocs, exhausted: !hasMore, budgetAborted }
+}
+
+/** A live, non-excluded document the connector owns, as read for classification. */
+export interface OwnedLiveDocument {
+  id: string
+  externalId: string | null
+  contentHash: string | null
+  storageKey: string | null
+  userExcluded: boolean
+}
+
+/** A pending-removal document the connector owns. */
+export interface OwnedTombstonedDocument extends OwnedLiveDocument {
+  deletedAt: Date | null
+}
+
+/** Everything the connector owns, loaded once per run under one memory budget. */
+export interface OwnedCorpus {
+  existingDocs: OwnedLiveDocument[]
+  tombstonedDocs: OwnedTombstonedDocument[]
+  /** Listed external ids whose hydration is short-circuited: the user chose "keep but don't index". */
+  excludedExternalIds: Set<string>
+  priorByExternalId: Map<string, OwnedLiveDocument | OwnedTombstonedDocument>
+}
+
+/**
+ * Loads the connector's owned corpus: live documents, tombstones, and the
+ * user-excluded external ids.
+ *
+ * Loaded sequentially with a shared sentinel budget. Three concurrent
+ * `SELECT`s each capped independently could still materialize three times
+ * the intended working set before the overflow was detected.
+ */
+export async function loadOwnedCorpus(connectorId: string): Promise<OwnedCorpus> {
+  const existingDocs = await db
+    .select({
+      id: document.id,
+      externalId: document.externalId,
+      contentHash: document.contentHash,
+      storageKey: document.storageKey,
+      /**
+       * Projected as well as filtered: the SQL predicate and the in-memory guard in
+       * partitionSyncReconciliation must both hold, so dropping either one alone cannot make
+       * an excluded document deletable.
+       */
+      userExcluded: document.userExcluded,
+    })
+    .from(document)
+    .where(
+      and(
+        eq(document.connectorId, connectorId),
+        /**
+         * A user's explicit "keep but don't index" choice must never make a document eligible
+         * for reconciliation deletion: it is deliberately never refreshed, so its absence from
+         * a listing says nothing.
+         */
+        eq(document.userExcluded, false),
+        isNull(document.archivedAt),
+        isNull(document.deletedAt)
+      )
+    )
+    .limit(syncWorkingSetQueryLimit(0))
+  assertSyncWorkingSetWithinLimit(connectorId, 0, existingDocs.length)
+
+  /**
+   * Documents already marked pending-removal by a prior sync's reconciliation: absent from the
+   * source once, not yet absent twice in a row. Including them in classification lets a document
+   * that reappears be recognized as existing (resurrected) rather than re-added.
+   */
+  const tombstonedDocs = await db
+    .select({
+      id: document.id,
+      externalId: document.externalId,
+      contentHash: document.contentHash,
+      storageKey: document.storageKey,
+      deletedAt: document.deletedAt,
+      /**
+       * Gates hard deletion in partitionSyncReconciliation without gating resurrection.
+       */
+      userExcluded: document.userExcluded,
+    })
+    .from(document)
+    .where(
+      and(
+        eq(document.connectorId, connectorId),
+        /**
+         * Load both included and user-excluded tombstones. Excluded tombstones are never
+         * deletion-eligible, but they must remain resurrection-eligible when their source
+         * document reappears or the row becomes permanently invisible and unrestorable.
+         */
+        isNull(document.archivedAt),
+        isNotNull(document.deletedAt)
+      )
+    )
+    .limit(syncWorkingSetQueryLimit(existingDocs.length))
+  assertSyncWorkingSetWithinLimit(connectorId, existingDocs.length, tombstonedDocs.length)
+
+  /**
+   * Live user-excluded rows form the third disjoint population in the shared memory budget.
+   * User-excluded tombstones were loaded above so source presence can clear their deletion marker;
+   * they are added to `excludedExternalIds` below to keep hydration short-circuited.
+   */
+  const loadedOwnedDocs = existingDocs.length + tombstonedDocs.length
+  const excludedDocs = await db
+    .select({ externalId: document.externalId })
+    .from(document)
+    .where(
+      and(
+        eq(document.connectorId, connectorId),
+        eq(document.userExcluded, true),
+        isNull(document.archivedAt),
+        isNull(document.deletedAt)
+      )
+    )
+    .limit(syncWorkingSetQueryLimit(loadedOwnedDocs))
+  assertSyncWorkingSetWithinLimit(connectorId, loadedOwnedDocs, excludedDocs.length)
+
+  const excludedExternalIds = new Set(
+    [
+      ...excludedDocs.map((doc) => doc.externalId),
+      ...tombstonedDocs.filter((doc) => doc.userExcluded).map((doc) => doc.externalId),
+    ].filter((externalId): externalId is string => Boolean(externalId))
+  )
+
+  const priorByExternalId = new Map(
+    [...existingDocs, ...tombstonedDocs]
+      .filter((d) => d.externalId !== null)
+      .map((d) => [d.externalId!, d])
+  )
+
+  return { existingDocs, tombstonedDocs, excludedExternalIds, priorByExternalId }
+}
+
+/** The per-run bookkeeping the classification and persistence stages share. */
+export interface SyncRunState {
+  result: SyncResult
+  /** Every external id the listing produced, deduplicated at first sight. */
+  seenExternalIds: Set<string>
+  /**
+   * externalIds whose content was never verified as current: a hydration
+   * error, a rejected write, a fulfilled-but-unusable hydration (skipped as
+   * oversized, or an empty re-fetch), a listing-time skippedReason
+   * short-circuit, or empty non-deferred content (`drop`) — all fall back to
+   * either keeping the stored content as last-known-good or discarding the
+   * listing entry outright, without ever comparing or refreshing content.
+   * That's fine for an already-visible document, but for a tombstoned one it
+   * means we still don't have confirmed-current content — so this excludes
+   * them from resurrection: a tombstoned document whose refresh didn't
+   * actually land must stay tombstoned rather than come back visible while
+   * still serving stale pre-tombstone content.
+   */
+  failedExternalIds: Set<string>
+}
+
+/** Fresh bookkeeping for one run. */
+export function createSyncRunState(result: SyncResult): SyncRunState {
+  return { result, seenExternalIds: new Set<string>(), failedExternalIds: new Set<string>() }
+}
+
+/**
+ * Turns the listing into the operations that need content work, counting the
+ * documents that need none. Duplicated external ids are seen once; excluded
+ * documents count as unchanged without ever being compared.
+ */
+export function classifyListing(input: {
+  externalDocs: ExternalDocument[]
+  corpus: Pick<OwnedCorpus, 'excludedExternalIds' | 'priorByExternalId'>
+  forceRehydrate: boolean
+  state: SyncRunState
+}): DocOp[] {
+  const { externalDocs, corpus, forceRehydrate } = input
+  const { result, seenExternalIds, failedExternalIds } = input.state
+
+  const pendingOps: DocOp[] = []
+  for (const extDoc of externalDocs) {
+    if (seenExternalIds.has(extDoc.externalId)) continue
+    seenExternalIds.add(extDoc.externalId)
+
+    if (corpus.excludedExternalIds.has(extDoc.externalId)) {
+      result.docsUnchanged++
+      continue
+    }
+
+    const existing = corpus.priorByExternalId.get(extDoc.externalId)
+    const classification = classifyExternalDoc(extDoc, existing, forceRehydrate)
+
+    switch (classification.type) {
+      case 'skip':
+        pendingOps.push({
+          type: 'skip',
+          existingId: classification.existingId,
+          extDoc,
+        })
+        break
+      case 'drop':
+        // Empty, non-deferred content is never usable. If this was a
+        // reappearing tombstoned document, its content was never verified as
+        // current — see failedExternalIds.
+        if (existing) {
+          recordUnverifiedExistingRefresh(result, failedExternalIds, extDoc.externalId)
+        }
+        logger.info(`Skipping empty document: ${extDoc.title}`, {
+          externalId: extDoc.externalId,
+        })
+        break
+      case 'add':
+        pendingOps.push({ type: 'add', extDoc })
+        break
+      case 'update':
+        pendingOps.push({ type: 'update', existingId: classification.existingId, extDoc })
+        break
+      case 'unchanged':
+        // A listing-time skippedReason short-circuits classification before
+        // the hash comparison, so this is "kept as last-known-good", not a
+        // verified-unchanged match — same as the deferred-hydration
+        // equivalent. A genuine hash match never sets skippedReason,
+        // so this only fires for the short-circuited case.
+        if (extDoc.skippedReason && existing) {
+          recordUnverifiedExistingRefresh(result, failedExternalIds, extDoc.externalId)
+        } else {
+          result.docsUnchanged++
+        }
+        break
+    }
+  }
+  return pendingOps
+}
+
+/** How deferred content is fetched; each engine supplies the identity it fetches with. */
+export interface DocOpHydration {
+  /** Runs once per batch that has deferred documents, before any of them is fetched. */
+  beforeHydration?: () => Promise<void>
+  getDocument: (externalId: string) => Promise<ExternalDocument | null>
+}
+
+/** What the persistence stage needs from the engine that runs it. */
+export interface ProcessDocOpsInput {
+  connectorId: string
+  connector: { knowledgeBaseId: string; connectorType: string }
+  sourceConfig: Record<string, unknown>
+  kbOwner: KnowledgeBaseOwner
+  billingAttribution: BillingAttributionSnapshot
+  pendingOps: DocOp[]
+  corpus: Pick<OwnedCorpus, 'priorByExternalId'>
+  forceRehydrate: boolean
+  state: SyncRunState
+  hydration: DocOpHydration
+  lease: Pick<SyncRunLease, 'beatIfDue'>
+}
+
+/**
+ * Hydrates, stores, and dispatches the pending operations in batches bounded
+ * by both count and in-flight content bytes. Every failure is counted on the
+ * run state rather than thrown, except a provider rate limit, which ends the
+ * run so the connector backs off.
+ */
+export async function processDocOps(input: ProcessDocOpsInput): Promise<void> {
+  const { connectorId, connector, sourceConfig, kbOwner, billingAttribution, forceRehydrate } =
+    input
+  const { priorByExternalId } = input.corpus
+  const { result, failedExternalIds } = input.state
+
+  // Batch by both count and summed content bytes so a few large files near the
+  // per-file cap never hydrate/upload together and exhaust the worker heap.
+  const batches = chunkOpsByByteBudget(
+    input.pendingOps,
+    CONTENT_INFLIGHT_BUDGET_BYTES,
+    SYNC_BATCH_SIZE
+  )
+  for (const rawBatch of batches) {
+    const presence = await checkSyncTargetPresence(connectorId, connector.knowledgeBaseId)
+    if (presence.connectorDeleted) {
+      throw new ConnectorDeletedException(connectorId)
+    }
+    if (presence.knowledgeBaseDeleted) {
+      throw new Error(`Knowledge base ${connector.knowledgeBaseId} was deleted during sync`)
+    }
+
+    // After liveness: a deleted connector must raise ConnectorDeletedException
+    // and run its cleanup, not be reported as a lost lock.
+    await input.lease.beatIfDue()
+
+    // Oversized/skipped docs become visible `failed` rows (never silent). They are
+    // flagged either at listing time (skip ops here) or discovered only at fetch
+    // time during hydration below; both are collected and persisted after hydration.
+    const skipOps = rawBatch.filter((op) => op.type === 'skip')
+    const skippedRetryHashUpdates: Array<{
+      existingId: string
+      externalId: string
+      contentHash: string
+    }> = []
+
+    const contentOps = rawBatch.filter((op) => op.type !== 'skip')
+    const deferredOps = contentOps.filter((op) => op.extDoc.contentDeferred)
+    const readyOps = contentOps.filter((op) => !op.extDoc.contentDeferred)
+
+    if (deferredOps.length > 0) {
+      await input.hydration.beforeHydration?.()
+
+      const hydrated = await Promise.allSettled(
+        deferredOps.map(async (op) => {
+          const fullDoc = requireHydratedListedDocument(
+            await input.hydration.getDocument(op.extDoc.externalId),
+            op.extDoc.externalId
+          )
+          // A connector may only learn a file is too large at fetch time (its
+          // listing has no size). Surface that as a failed row for new files; keep
+          // already-indexed files as last-known-good rather than downgrading them.
+          if (fullDoc?.skippedReason) {
+            if (op.type === 'add') {
+              skipOps.push({
+                type: 'skip',
+                extDoc: mergeHydratedSkippedDocument(op.extDoc, fullDoc),
+              })
+            } else if (op.type === 'update') {
+              const existing = priorByExternalId.get(op.extDoc.externalId)
+              if (existing && shouldReplaceExistingWithSkippedDocument(existing, fullDoc)) {
+                skipOps.push({
+                  type: 'skip',
+                  existingId: op.existingId,
+                  extDoc: mergeHydratedSkippedDocument(op.extDoc, fullDoc),
+                })
+              } else {
+                if (fullDoc.skippedRetryContentHash) {
+                  skippedRetryHashUpdates.push({
+                    existingId: op.existingId,
+                    externalId: op.extDoc.externalId,
+                    contentHash: fullDoc.skippedRetryContentHash,
+                  })
+                }
+                /** Preserve last-known-good content and replay the unverified source change. */
+                recordUnverifiedExistingRefresh(result, failedExternalIds, op.extDoc.externalId)
+              }
+            }
+            return null
+          }
+          if (!hasIndexablePayload(fullDoc)) {
+            /** An empty refresh cannot replace or advance past last-known-good content. */
+            if (op.type === 'update') {
+              recordUnverifiedExistingRefresh(result, failedExternalIds, op.extDoc.externalId)
+            }
+            return null
+          }
+          const hydratedHash = fullDoc.contentHash ?? op.extDoc.contentHash
+          /**
+           * Normally an update whose hydrated hash matches the stored hash is a
+           * no-op (content unchanged). On a forced re-hydration the hash is
+           * version-based and cannot reflect the rendered-dependency change we are
+           * refreshing for, so re-index unconditionally instead of skipping.
+           */
+          if (
+            op.type === 'update' &&
+            !forceRehydrate &&
+            priorByExternalId.get(op.extDoc.externalId)?.contentHash === hydratedHash
+          ) {
+            result.docsUnchanged++
+            return null
+          }
+          return { ...op, extDoc: mergeHydratedDocument(op.extDoc, fullDoc, hydratedHash) }
+        })
+      )
+
+      const rateLimitFailure = hydrated.find(
+        (outcome): outcome is PromiseRejectedResult =>
+          outcome.status === 'rejected' && isRateLimitError(outcome.reason)
+      )
+      if (rateLimitFailure) {
+        throw rateLimitFailure.reason
+      }
+
+      for (let i = 0; i < hydrated.length; i++) {
+        const outcome = hydrated[i]
+        if (outcome.status === 'fulfilled' && outcome.value) {
+          readyOps.push(outcome.value)
+        } else if (outcome.status === 'rejected') {
+          result.docsFailed++
+          failedExternalIds.add(deferredOps[i].extDoc.externalId)
+          logger.error('Failed to hydrate deferred document', {
+            connectorId,
+            externalId: deferredOps[i].extDoc.externalId,
+            error: getErrorMessage(outcome.reason),
+          })
+        }
+      }
+    }
+
+    if (skippedRetryHashUpdates.length > 0) {
+      try {
+        const missedExternalIds = await persistSkippedRetryHashes(
+          connector.knowledgeBaseId,
+          connectorId,
+          skippedRetryHashUpdates
+        )
+        if (missedExternalIds.length > 0) {
+          logger.warn('Skipped retry hashes were not persisted for detached documents', {
+            connectorId,
+            externalIds: missedExternalIds,
+          })
+        }
+      } catch (error) {
+        logger.error('Failed to persist skipped document retry hashes', {
+          connectorId,
+          count: skippedRetryHashUpdates.length,
+          error: toError(error).message,
+        })
+        throw error
+      }
+    }
+
+    // Record all skipped (oversized) docs in this batch in one bulk insert.
+    if (skipOps.length > 0) {
+      try {
+        const recorded = await persistSkippedDocuments(
+          connector.knowledgeBaseId,
+          connectorId,
+          connector.connectorType,
+          skipOps,
+          sourceConfig
+        )
+        result.docsSkipped += recorded
+      } catch (error) {
+        /**
+         * The source items were intentionally skipped, but failing to persist their visible
+         * failed rows is an actual sync failure.
+         */
+        result.docsFailed += skipOps.length
+        for (const op of skipOps) {
+          failedExternalIds.add(op.extDoc.externalId)
+        }
+        logger.error('Failed to record skipped documents', {
+          connectorId,
+          count: skipOps.length,
+          error: toError(error).message,
+        })
+      }
+    }
+
+    const batch = readyOps
+
+    const settled = await Promise.allSettled(
+      batch.map((op) => {
+        if (op.type === 'add') {
+          return addDocument(
+            connector.knowledgeBaseId,
+            connectorId,
+            connector.connectorType,
+            op.extDoc,
+            kbOwner,
+            sourceConfig
+          )
+        }
+        return updateDocument(
+          op.existingId,
+          connector.knowledgeBaseId,
+          connectorId,
+          connector.connectorType,
+          op.extDoc,
+          kbOwner,
+          sourceConfig
+        )
+      })
+    )
+
+    const batchDocs: DocumentData[] = []
+    for (let j = 0; j < settled.length; j++) {
+      const outcome = settled[j]
+      if (outcome.status === 'fulfilled') {
+        batchDocs.push(outcome.value)
+        if (batch[j].type === 'add') result.docsAdded++
+        else result.docsUpdated++
+      } else {
+        result.docsFailed++
+        failedExternalIds.add(batch[j].extDoc.externalId)
+        logger.error('Failed to process document', {
+          connectorId,
+          externalId: batch[j].extDoc.externalId,
+          error: getErrorMessage(outcome.reason),
+        })
+      }
+    }
+
+    if (batchDocs.length > 0) {
+      result.processingDispatch.requested += batchDocs.length
+      try {
+        const dispatch = await processDocumentsWithQueue(
+          batchDocs,
+          connector.knowledgeBaseId,
+          {},
+          generateId(),
+          billingAttribution
+        )
+        result.processingDispatch.accepted += dispatch.accepted
+        result.processingDispatch.failed += dispatch.failed
+      } catch (error) {
+        result.processingDispatch.failed += batchDocs.length
+        logger.warn('Failed to enqueue batch for processing — will retry on next sync', {
+          connectorId,
+          count: batchDocs.length,
+          error: toError(error).message,
+        })
+      }
+    }
+  }
+}
+
+/** What deletion reconciliation needs from the engine that runs it. */
+export interface ReconcileDeletionsInput {
+  connectorId: string
+  connector: {
+    knowledgeBaseId: string
+    connectorType: string
+    lastSyncDocCount: number | null
+    syncMode: string | null
+  }
+  connectorConfig: Pick<ConnectorConfig, 'supportsIncrementalSync'>
+  /** The run's sync-log id, which is also the lock token guarding every delete. */
+  syncLogId: string
+  syncContext: Record<string, unknown>
+  isIncremental: boolean
+  fullSync: boolean | undefined
+  corpus: Pick<OwnedCorpus, 'existingDocs' | 'tombstonedDocs' | 'excludedExternalIds'>
+  state: SyncRunState
+  lease: SyncRunLease
+}
+
+/**
+ * Resurrects documents that reappeared and, when the listing is trustworthy
+ * evidence of absence, tombstones newly absent documents and purges those
+ * absent twice in a row — all under the shape guards and the blast-radius cap.
+ * Returns the operator-facing notice of a held pass, or null when nothing was
+ * withheld.
+ */
+export async function reconcileDeletions(input: ReconcileDeletionsInput): Promise<string | null> {
+  const { connectorId, connector, connectorConfig, syncLogId, syncContext, isIncremental } = input
+  const { existingDocs, tombstonedDocs, excludedExternalIds } = input.corpus
+  const { result, seenExternalIds, failedExternalIds } = input.state
+  const fullSync = input.fullSync
+
+  const { resurrectIds, softDeleteIds, hardDeleteIds } = partitionSyncReconciliation(
+    existingDocs,
+    tombstonedDocs,
+    seenExternalIds,
+    failedExternalIds,
+    fullSync
+  )
+
+  let reconcileDeletionsAllowed = shouldReconcileDeletions(isIncremental, syncContext, fullSync)
+
+  /**
+   * Backstop shared by every connector: a listing that reports (almost)
+   * nothing while this connector still owns a real corpus is treated as a
+   * fault, not as evidence of deletion, until a consecutive sync sees the
+   * same thing. Only evaluated when reconciliation would otherwise run, so
+   * healthy syncs pay nothing and no existing gate is loosened.
+   */
+  /**
+   * Counted over deletion-eligible rows on both sides. The live read filters
+   * excluded documents in SQL; the tombstoned read only projects the flag, so
+   * excluded tombstones must be dropped here or they inflate a denominator
+   * governing a population they are not part of. Matches `listedDocCount`,
+   * which `countNonExcludedListed` already puts on the same footing.
+   */
+  const ownedDocCount = countDeletionEligibleOwned(existingDocs, tombstonedDocs)
+  /**
+   * Counted over the same population as `ownedDocCount`: excluded documents
+   * are absent from the live read, so they must not inflate the numerator.
+   */
+  const listedDocCount = countNonExcludedListed(seenExternalIds, excludedExternalIds)
+  if (reconcileDeletionsAllowed && classifySuspectListing(listedDocCount, ownedDocCount)) {
+    const previousObservation = await loadPreviousListingObservation(
+      connectorId,
+      syncLogId,
+      resolvePreviousOwnedCount(connector.lastSyncDocCount, ownedDocCount),
+      !connectorConfig.supportsIncrementalSync || connector.syncMode === 'full'
+    )
+    const listingSafety = evaluateListingSafety(
+      listedDocCount,
+      ownedDocCount,
+      previousObservation,
+      fullSync
+    )
+    logger.warn('Suspect connector listing detected', {
+      connectorId,
+      connectorType: connector.connectorType,
+      reason: listingSafety.reason,
+      listedDocs: listedDocCount,
+      listedDocsIncludingExcluded: seenExternalIds.size,
+      ownedDocs: ownedDocCount,
+      liveDocs: existingDocs.length,
+      tombstonedDocs: tombstonedDocs.length,
+      previousListedDocs: previousObservation?.listedCount ?? null,
+      previousObservationTrusted: previousObservation?.trustworthy ?? false,
+      deletionReconciliation: listingSafety.blocked ? 'skipped' : 'proceeding',
+      syncRunId: syncContext.syncRunId,
+    })
+    if (listingSafety.blocked) {
+      reconcileDeletionsAllowed = false
+    }
+  }
+
+  /**
+   * Last word after every shape guard: even a listing that looks entirely
+   * healthy may not remove an implausible share of the corpus in one pass.
+   * Applied here so it covers both the soft-delete UPDATE and the
+   * `hardDeleteDocuments` call below.
+   */
+  const capped = capReconciliationDeletions(
+    reconcileDeletionsAllowed ? softDeleteIds : [],
+    reconcileDeletionsAllowed ? hardDeleteIds : [],
+    ownedDocCount,
+    fullSync
+  )
+  /**
+   * Surfaced on the connector so a held pass is visible to an operator rather
+   * than only in logs: without it the sync completes green, clears
+   * `lastSyncError`, and source-removed documents stay indexed with no signal.
+   * Written through the success update at the end of the run rather than
+   * here — that update sets `lastSyncError: null` unconditionally and would
+   * otherwise clobber this within the same sync. `status` is deliberately left
+   * `active`: the sync itself succeeded, and marking the connector broken
+   * would stop it syncing at all.
+   */
+  let reconciliationHoldNotice: string | null = null
+  if (capped.held) {
+    reconciliationHoldNotice = buildReconciliationHoldNotice(
+      capped.withheld,
+      capped.cap,
+      ownedDocCount,
+      capped.softHeld,
+      capped.hardHeld
+    )
+    logger.error('Reconciliation deletions held — exceeds per-sync blast-radius cap', {
+      connectorId,
+      connectorType: connector.connectorType,
+      withheld: capped.withheld,
+      softHeld: capped.softHeld,
+      hardHeld: capped.hardHeld,
+      requestedSoft: softDeleteIds.length,
+      requestedHard: hardDeleteIds.length,
+      cap: capped.cap,
+      ownedDocCount,
+      listedCount: listedDocCount,
+      syncRunId: syncContext.syncRunId,
+    })
+  }
+
+  const gatedSoftDeleteIds = capped.softDeleteIds
+  const gatedHardDeleteIds = capped.hardDeleteIds
+
+  const candidateIds = [...new Set([...resurrectIds, ...gatedSoftDeleteIds, ...gatedHardDeleteIds])]
+
+  let safeResurrectIds: string[] = []
+  let safeSoftDeleteIds: string[] = []
+  let safeHardDeleteIds: string[] = []
+
+  if (candidateIds.length > 0) {
+    /**
+     * A concurrent "delete connector, keep documents" request detaches these
+     * same documents (connectorId set to NULL) under the same FOR UPDATE lock
+     * the DELETE route takes on this connector row. Taking that lock here
+     * serializes the two requests: whichever commits first wins, and the
+     * loser's re-check below sees the up-to-date connectorId and skips any
+     * document the other request already claimed — instead of resurrecting or
+     * deleting a document that another request just detached (and possibly
+     * already billed) as a standalone KB entry.
+     */
+    await db.transaction(async (tx) => {
+      const [activeKnowledgeBase] = await tx
+        .select({ id: knowledgeBase.id })
+        .from(knowledgeBase)
+        .where(
+          and(eq(knowledgeBase.id, connector.knowledgeBaseId), isNull(knowledgeBase.deletedAt))
+        )
+        .for('update')
+      if (!activeKnowledgeBase) throw new SyncLockLostException(connectorId)
+
+      const [heldSyncLock] = await tx
+        .select({ id: knowledgeConnector.id })
+        .from(knowledgeConnector)
+        .where(input.lease.stillHeld())
+        .for('update')
+      if (!heldSyncLock) throw new SyncLockLostException(connectorId)
+
+      const stillOwned = new Set(
+        (
+          await tx
+            .select({ id: document.id })
+            .from(document)
+            .where(
+              and(
+                inArray(document.id, candidateIds),
+                eq(document.connectorId, connectorId),
+                isNull(document.archivedAt)
+              )
+            )
+        ).map((d) => d.id)
+      )
+
+      const stillOwnedResult = filterStillOwnedReconciliationIds(
+        resurrectIds,
+        gatedSoftDeleteIds,
+        gatedHardDeleteIds,
+        stillOwned
+      )
+      safeResurrectIds = stillOwnedResult.resurrectIds
+      safeSoftDeleteIds = stillOwnedResult.softDeleteIds
+      safeHardDeleteIds = stillOwnedResult.hardDeleteIds
+
+      /**
+       * A document reappearing at the source is trustworthy evidence on its
+       * own — unlike absence, presence never depends on the listing being
+       * complete — so resurrection runs unconditionally, even on an
+       * incremental or otherwise gated sync.
+       */
+      if (safeResurrectIds.length > 0) {
+        await tx
+          .update(document)
+          .set({ deletedAt: null })
+          .where(
+            and(
+              inArray(document.id, safeResurrectIds),
+              eq(document.connectorId, connectorId),
+              isNull(document.archivedAt),
+              isNotNull(document.deletedAt)
+            )
+          )
+      }
+      if (safeSoftDeleteIds.length > 0) {
+        await tx
+          .update(document)
+          .set({ deletedAt: new Date() })
+          .where(
+            and(
+              inArray(document.id, safeSoftDeleteIds),
+              eq(document.connectorId, connectorId),
+              eq(document.userExcluded, false),
+              isNull(document.archivedAt),
+              isNull(document.deletedAt)
+            )
+          )
+      }
+    })
+  }
+
+  if (safeResurrectIds.length > 0) {
+    logger.info(`Resurrected ${safeResurrectIds.length} documents that reappeared at the source`, {
+      connectorId,
+    })
+  }
+  if (safeSoftDeleteIds.length > 0) {
+    logger.info(
+      `Marked ${safeSoftDeleteIds.length} documents pending removal — absent from source, confirming on next sync`,
+      { connectorId }
+    )
+  }
+  for (let i = 0; i < safeHardDeleteIds.length; i += HARD_DELETE_CHUNK_SIZE) {
+    await input.lease.beatIfDue()
+    try {
+      result.docsDeleted += await hardDeleteDocuments(
+        safeHardDeleteIds.slice(i, i + HARD_DELETE_CHUNK_SIZE),
+        syncLogId,
+        connectorId,
+        connector.knowledgeBaseId,
+        {
+          connectorId,
+          knowledgeBaseId: connector.knowledgeBaseId,
+          syncLockToken: syncLogId,
+        }
+      )
+    } catch (error) {
+      if (error instanceof ConnectorSyncDeletionGuardError) {
+        throw new SyncLockLostException(connectorId)
+      }
+      throw error
+    }
+  }
+
+  return reconciliationHoldNotice
+}
+
+/** What the stuck-document sweep needs from the engine that runs it. */
+export interface SweepStuckDocumentsInput {
+  connectorId: string
+  knowledgeBaseId: string
+  /** Documents uploaded at or after this instant belong to the current run and are left alone. */
+  syncStartedAt: Date
+  /** Documents older than this are outside the retry window. */
+  retryCutoff: Date
+  billingAttribution: BillingAttributionSnapshot
+  result: SyncResult
+  lease: SyncRunLease
+}
+
+/**
+ * Reclaims documents this connector left unfinished: a terminated attempt, a
+ * dispatch that never produced a run, or a run abandoned mid-processing.
+ *
+ * The query applies each status's age rule before the candidate limit, so
+ * recently requeued old uploads cannot hide genuinely overdue work. The same
+ * rules are evaluated again after candidate rows are locked. Skipped
+ * documents are content-less `failed` rows with no storage key and therefore
+ * remain excluded outright.
+ */
+export async function sweepStuckDocuments(input: SweepStuckDocumentsInput): Promise<void> {
+  const { connectorId, knowledgeBaseId, syncStartedAt, retryCutoff, billingAttribution, result } =
+    input
+
+  const sweepEvaluatedAt = new Date()
+  const queuedGraceCutoff = new Date(sweepEvaluatedAt.getTime() - QUEUED_DISPATCH_GRACE_MS)
+  const processingStaleCutoff = new Date(
+    sweepEvaluatedAt.getTime() - STALE_PROCESSING_MINUTES * 60 * 1000
+  )
+  const sweepCandidates = await db
+    .select({
+      id: document.id,
+      fileUrl: document.fileUrl,
+      filename: document.filename,
+      fileSize: document.fileSize,
+      mimeType: document.mimeType,
+      processingStatus: document.processingStatus,
+      processingQueuedAt: document.processingQueuedAt,
+      processingStartedAt: document.processingStartedAt,
+      processingDeferredUntil: document.processingDeferredUntil,
+      processingCompletedAt: document.processingCompletedAt,
+      uploadedAt: document.uploadedAt,
+    })
+    .from(document)
+    .where(
+      and(
+        eq(document.connectorId, connectorId),
+        inArray(document.processingStatus, SWEEPABLE_PROCESSING_STATUSES),
+        or(
+          and(
+            eq(document.processingStatus, 'failed'),
+            sql`COALESCE(${document.processingCompletedAt}, ${document.processingQueuedAt}, ${document.uploadedAt}) < ${sql.param(queuedGraceCutoff, document.processingCompletedAt)}`
+          ),
+          and(
+            eq(document.processingStatus, 'pending'),
+            or(
+              and(
+                isNotNull(document.processingDeferredUntil),
+                lt(document.processingDeferredUntil, queuedGraceCutoff)
+              ),
+              and(
+                isNull(document.processingDeferredUntil),
+                sql`COALESCE(${document.processingQueuedAt}, ${document.uploadedAt}) < ${sql.param(queuedGraceCutoff, document.processingQueuedAt)}`
+              )
+            )
+          ),
+          and(
+            eq(document.processingStatus, 'processing'),
+            or(
+              isNull(document.processingStartedAt),
+              lt(document.processingStartedAt, processingStaleCutoff)
+            )
+          )
+        ),
+        // Dead letters are left alone: past the budget, re-dispatching only
+        // re-bills a document that has failed the same way every time.
+        lt(document.processingAttempts, MAX_PROCESSING_ATTEMPTS),
+        lt(document.uploadedAt, syncStartedAt),
+        gt(document.uploadedAt, retryCutoff),
+        eq(document.userExcluded, false),
+        isNotNull(document.storageKey),
+        isNull(document.archivedAt),
+        isNull(document.deletedAt)
+      )
+    )
+    .orderBy(
+      asc(sql`CASE
+          WHEN ${document.processingStatus} = 'failed'
+            THEN COALESCE(${document.processingCompletedAt}, ${document.processingQueuedAt}, ${document.uploadedAt})
+          WHEN ${document.processingStatus} = 'pending'
+            THEN COALESCE(${document.processingDeferredUntil}, ${document.processingQueuedAt}, ${document.uploadedAt})
+          ELSE COALESCE(${document.processingStartedAt}, ${sql.param(new Date(0), document.processingStartedAt)})
+        END`),
+      asc(document.id)
+    )
+    .limit(STUCK_RETRY_MAX_CANDIDATES_PER_SYNC)
+  const stuckDocs = sweepCandidates.filter(
+    (row): row is typeof row & { processingStatus: DocumentProcessingStatus } =>
+      isDocumentProcessingStatus(row.processingStatus)
+  )
+
+  if (stuckDocs.length === 0) return
+
+  logger.info(`Retrying ${stuckDocs.length} stuck documents`, { connectorId })
+  try {
+    const stuckDocIds = stuckDocs.map((doc) => doc.id)
+    let retryDocs: typeof stuckDocs = []
+
+    /**
+     * Locks the parent first to match lifecycle mutations, then proves this
+     * run still owns the live connector row. A bare connector lock can match
+     * a replacement run after this lease was reclaimed, allowing the stale
+     * run to reset documents and dispatch duplicate processing.
+     */
+    await db.transaction(async (tx) => {
+      const [activeKnowledgeBase] = await tx
+        .select({ id: knowledgeBase.id })
+        .from(knowledgeBase)
+        .where(and(eq(knowledgeBase.id, knowledgeBaseId), isNull(knowledgeBase.deletedAt)))
+        .for('update')
+      if (!activeKnowledgeBase) throw new SyncLockLostException(connectorId)
+
+      const [heldSyncLock] = await tx
+        .select({ id: knowledgeConnector.id })
+        .from(knowledgeConnector)
+        .where(input.lease.stillHeld())
+        .for('update')
+      if (!heldSyncLock) throw new SyncLockLostException(connectorId)
+
+      const lockedCandidates = await tx
+        .select({
+          id: document.id,
+          fileUrl: document.fileUrl,
+          filename: document.filename,
+          fileSize: document.fileSize,
+          mimeType: document.mimeType,
+          processingStatus: document.processingStatus,
+          processingQueuedAt: document.processingQueuedAt,
+          processingStartedAt: document.processingStartedAt,
+          processingDeferredUntil: document.processingDeferredUntil,
+          processingCompletedAt: document.processingCompletedAt,
+          uploadedAt: document.uploadedAt,
+        })
+        .from(document)
+        .where(
+          and(
+            inArray(document.id, stuckDocIds),
+            eq(document.connectorId, connectorId),
+            inArray(document.processingStatus, SWEEPABLE_PROCESSING_STATUSES),
+            lt(document.processingAttempts, MAX_PROCESSING_ATTEMPTS),
+            eq(document.userExcluded, false),
+            isNotNull(document.storageKey),
+            isNull(document.archivedAt),
+            isNull(document.deletedAt)
+          )
+        )
+        .orderBy(asc(document.id))
+        .for('update')
+
+      retryDocs = selectStuckDocumentSweepCandidates(
+        lockedCandidates.filter(
+          (row): row is typeof row & { processingStatus: DocumentProcessingStatus } =>
+            isDocumentProcessingStatus(row.processingStatus)
+        ),
+        sweepEvaluatedAt
+      )
+
+      if (retryDocs.length > 0) {
+        const retryDocIds = retryDocs.map((doc) => doc.id)
+
+        const reset = await tx
+          .update(document)
+          .set({
+            processingStatus: 'pending',
+            /**
+             * Invalidates the prior dispatch generation in the same write
+             * that reopens the row. The dispatch below installs its fresh
+             * generation through `markDocumentsQueued`.
+             */
+            processingQueuedAt: null,
+            processingQueueToken: null,
+            processingStartedAt: null,
+            processingDeferredUntil: null,
+            processingCompletedAt: null,
+            processingError: null,
+            chunkCount: 0,
+            tokenCount: 0,
+            characterCount: 0,
+          })
+          /**
+           * These rows were freshly revalidated and locked above. The
+           * lifecycle predicates remain as defence in depth; the row locks
+           * ensure no retry can install a newer queue generation between
+           * that eligibility decision and this reset.
+           */
+          .where(
+            and(
+              inArray(document.id, retryDocIds),
+              eq(document.connectorId, connectorId),
+              inArray(document.processingStatus, SWEEPABLE_PROCESSING_STATUSES),
+              lt(document.processingAttempts, MAX_PROCESSING_ATTEMPTS),
+              eq(document.userExcluded, false),
+              isNotNull(document.storageKey),
+              isNull(document.archivedAt),
+              isNull(document.deletedAt)
+            )
+          )
+          .returning({ id: document.id })
+
+        // Embeddings are dropped only for documents this sweep actually
+        // reset. Deleting first would strip a pass that completed between
+        // the candidate SELECT and this write.
+        const resetIds = reset.map((row) => row.id)
+        if (resetIds.length > 0) {
+          await tx.delete(embedding).where(inArray(embedding.documentId, resetIds))
+        }
+        const resetIdSet = new Set(resetIds)
+        retryDocs = retryDocs.filter((doc) => resetIdSet.has(doc.id))
+      }
+    })
+
+    for (let i = 0; i < retryDocs.length; i += STUCK_RETRY_DISPATCH_CHUNK_SIZE) {
+      await input.lease.beatLive()
+
+      const retryChunk = retryDocs.slice(i, i + STUCK_RETRY_DISPATCH_CHUNK_SIZE)
+      result.processingDispatch.requested += retryChunk.length
+      const dispatch = await processDocumentsWithQueue(
+        retryChunk.map((doc) => ({
+          documentId: doc.id,
+          filename: doc.filename ?? 'document.txt',
+          fileUrl: doc.fileUrl ?? '',
+          fileSize: doc.fileSize ?? 0,
+          mimeType: doc.mimeType ?? 'text/plain',
+        })),
+        knowledgeBaseId,
+        {},
+        generateId(),
+        billingAttribution
+      )
+      result.processingDispatch.accepted += dispatch.accepted
+      result.processingDispatch.failed += dispatch.failed
+    }
+  } catch (error) {
+    /**
+     * Kept out of the best-effort swallow below. A run that has provably
+     * lost its lock would otherwise be mislabelled an enqueue failure, fall
+     * through and publish an atomic completed outcome, which a replacement
+     * run could then read as corroboration of its own listing.
+     */
+    if (error instanceof SyncLockLostException) throw error
+
+    logger.warn('Failed to enqueue stuck documents for reprocessing', {
+      connectorId,
+      count: stuckDocs.length,
+      error: toError(error).message,
+    })
+    result.processingDispatch.failed +=
+      result.processingDispatch.requested -
+      result.processingDispatch.accepted -
+      result.processingDispatch.failed
+  }
+}
diff --git a/apps/sim/lib/knowledge/documents/retry-processing-grace.test.ts b/apps/sim/lib/knowledge/documents/retry-processing-grace.test.ts
index d7cb8abf547..34cbcc84dc5 100644
--- a/apps/sim/lib/knowledge/documents/retry-processing-grace.test.ts
+++ b/apps/sim/lib/knowledge/documents/retry-processing-grace.test.ts
@@ -18,7 +18,7 @@ vi.mock('@/lib/knowledge/documents/processing-outbox-event', () => ({
 vi.mock('@/lib/uploads', () => ({ StorageService: {} }))
 vi.mock('@/connectors/registry.server', () => ({ CONNECTOR_REGISTRY: {} }))
 
-import { isStuckDocumentSweepEligible } from '@/lib/knowledge/connectors/sync-engine'
+import { isStuckDocumentSweepEligible } from '@/lib/knowledge/connectors/sync-primitives'
 import {
   processDocumentsWithQueue,
   retryDocumentProcessing,

From 2efec7618e719fb0a9a427ea48a3e9f65a663503 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 18:33:38 -0700
Subject: [PATCH 07/76] feat(knowledge): plumb credential groups into knowledge
 connectors

Registers Google Drive as a Credential Group provider (provider list,
adapter registry, and the Google managed-OAuth policy), marks the Drive and
Confluence connectors as permission-scoped listings with the config fields
that would cap them, and extends the Credential Group policy with a
knowledge_connector principal and a credential_group:OptionId condition so a
group can grant one connector the credentials collected under one option.

The policy codec gains one KnowledgeConnectorCredentialAccess statement per
option, decoded by SID; workflow-access edits now carry connector grants
through untouched. Knowledge-side helpers grant and revoke the binding under
the policy's revision CAS, mint a member token only when the policy names
the connector for the credential's option (audited per access), enumerate an
option's credentials in every state for membership reconciliation, and
validate a members-mode binding before anything is touched. Nothing calls
them yet.
---
 apps/sim/connectors/confluence/meta.ts        |   3 +
 apps/sim/connectors/google-drive/meta.ts      |   3 +
 .../permission-scoped-listing.test.ts         |  63 +++
 apps/sim/connectors/types.ts                  |  10 +
 apps/sim/lib/auth/connectors/managed-oauth.ts |   6 +-
 .../application/manage-access.ts              |   9 +
 .../workflow-access-policy.test.ts            | 218 +++++++-
 .../application/workflow-access-policy.ts     | 349 +++++++++++--
 apps/sim/lib/credential-groups/credentials.ts | 239 +++++++--
 .../provider-registry.test.ts                 |  12 +
 .../credential-groups/provider-registry.ts    |   1 +
 apps/sim/lib/credential-groups/providers.ts   |   6 +
 .../workflow-access-limits.ts                 |   2 +
 .../connectors/member-access.test.ts          | 486 ++++++++++++++++++
 .../lib/knowledge/connectors/member-access.ts | 436 ++++++++++++++++
 .../conditions/credential-group-option.ts     |  18 +
 .../lib/resource-policies/conditions/index.ts |   1 +
 .../conditions/registry.test.ts               |   9 +
 .../resource-policies/conditions/registry.ts  |   2 +
 .../lib/resource-policies/conditions/types.ts |   3 +
 .../lib/resource-policies/principals/index.ts |   2 +
 .../principals/knowledge-connector.ts         |  27 +
 .../principals/registry.test.ts               |  21 +
 .../resource-policies/principals/registry.ts  |   2 +
 .../lib/resource-policies/principals/types.ts |   9 +
 apps/sim/lib/resource-policies/registry.ts    |   8 +-
 26 files changed, 1845 insertions(+), 100 deletions(-)
 create mode 100644 apps/sim/connectors/permission-scoped-listing.test.ts
 create mode 100644 apps/sim/lib/knowledge/connectors/member-access.test.ts
 create mode 100644 apps/sim/lib/knowledge/connectors/member-access.ts
 create mode 100644 apps/sim/lib/resource-policies/conditions/credential-group-option.ts
 create mode 100644 apps/sim/lib/resource-policies/principals/knowledge-connector.ts

diff --git a/apps/sim/connectors/confluence/meta.ts b/apps/sim/connectors/confluence/meta.ts
index 83c3aa98bee..ed114e242ea 100644
--- a/apps/sim/connectors/confluence/meta.ts
+++ b/apps/sim/connectors/confluence/meta.ts
@@ -31,6 +31,9 @@ export const confluenceConnectorMeta: ConnectorMeta = {
    */
   rehydrateOnFullSync: true,
 
+  /** CQL search under a member's token returns only content that member may view. */
+  permissionScopedListing: { capFieldIds: ['maxPages'] },
+
   configFields: [
     {
       id: 'domain',
diff --git a/apps/sim/connectors/google-drive/meta.ts b/apps/sim/connectors/google-drive/meta.ts
index eec6fd8fa2e..4b0ccd2cf25 100644
--- a/apps/sim/connectors/google-drive/meta.ts
+++ b/apps/sim/connectors/google-drive/meta.ts
@@ -14,6 +14,9 @@ export const googleDriveConnectorMeta: ConnectorMeta = {
     requiredScopes: ['https://www.googleapis.com/auth/drive'],
   },
 
+  /** `files.list` under a member's token returns only what that member can open. */
+  permissionScopedListing: { capFieldIds: ['maxFiles'] },
+
   configFields: [
     {
       id: 'folderSelector',
diff --git a/apps/sim/connectors/permission-scoped-listing.test.ts b/apps/sim/connectors/permission-scoped-listing.test.ts
new file mode 100644
index 00000000000..6f57101bb40
--- /dev/null
+++ b/apps/sim/connectors/permission-scoped-listing.test.ts
@@ -0,0 +1,63 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import { getManagedOAuthConnectorPolicy } from '@/lib/auth/connectors/managed-oauth'
+import {
+  getCredentialGroupProviderService,
+  isCredentialGroupProvider,
+} from '@/lib/credential-groups/providers'
+import { CONNECTOR_META_REGISTRY } from '@/connectors/registry'
+
+const permissionScoped = Object.values(CONNECTOR_META_REGISTRY).filter(
+  (meta) => meta.permissionScopedListing !== undefined
+)
+
+/**
+ * A connector that crawls per member mints each member's token from a
+ * Credential Group option, and that option requests exactly the scopes its
+ * provider's managed policy defines. The connector's own read scopes must fit
+ * inside them, or every member would be refused at sync time with no way to
+ * fix it from the connector's settings.
+ */
+describe('permission-scoped connector listings', () => {
+  it('covers the connectors that crawl per member', () => {
+    expect(permissionScoped.map((meta) => meta.id).sort()).toEqual(['confluence', 'google_drive'])
+  })
+
+  it.each(permissionScoped.map((meta) => [meta.id, meta] as const))(
+    '%s authenticates through a managed OAuth provider whose option scopes cover its read scopes',
+    (_id, meta) => {
+      expect(meta.auth.mode).toBe('oauth')
+      if (meta.auth.mode !== 'oauth') return
+
+      const policy = getManagedOAuthConnectorPolicy(meta.auth.provider)
+      expect(policy).toBeDefined()
+      if (!policy) return
+
+      const groupProvider = isCredentialGroupProvider(meta.auth.provider)
+        ? meta.auth.provider
+        : undefined
+      expect(groupProvider).toBeDefined()
+      if (!groupProvider) return
+
+      const optionScopes = [
+        ...new Set([
+          ...getCredentialGroupProviderService(groupProvider).scopes,
+          ...policy.additionalScopes,
+        ]),
+      ]
+      expect(policy.hasRequiredScopes(optionScopes, meta.auth.requiredScopes ?? [])).toBe(true)
+    }
+  )
+
+  it.each(permissionScoped.map((meta) => [meta.id, meta] as const))(
+    '%s names only real config fields as listing caps',
+    (_id, meta) => {
+      const fieldIds = new Set(meta.configFields.map((field) => field.id))
+      for (const capFieldId of meta.permissionScopedListing?.capFieldIds ?? []) {
+        expect(fieldIds.has(capFieldId)).toBe(true)
+      }
+    }
+  )
+})
diff --git a/apps/sim/connectors/types.ts b/apps/sim/connectors/types.ts
index cc11ee3fd7a..218bb2e256e 100644
--- a/apps/sim/connectors/types.ts
+++ b/apps/sim/connectors/types.ts
@@ -218,6 +218,16 @@ export interface ConnectorMeta {
    * on the KB for enabled slots, and mapTags output is filtered to only include them.
    */
   tagDefinitions?: ConnectorTagDefinition[]
+
+  /**
+   * Set when a listing under one person's own token returns exactly the documents
+   * that person may read, so a knowledge base can crawl the source once per
+   * enrolled member and take each member's listing as that member's access.
+   * Names the config fields that cap the listing: a cap would hide part of a
+   * member's corpus and suppress removals forever, so those fields are refused
+   * whenever the connector crawls per member.
+   */
+  permissionScopedListing?: { capFieldIds: readonly string[] }
 }
 
 /**
diff --git a/apps/sim/lib/auth/connectors/managed-oauth.ts b/apps/sim/lib/auth/connectors/managed-oauth.ts
index 0c6410aa710..7ba5579ee6d 100644
--- a/apps/sim/lib/auth/connectors/managed-oauth.ts
+++ b/apps/sim/lib/auth/connectors/managed-oauth.ts
@@ -1031,7 +1031,11 @@ export function getManagedOAuthConnectorPolicy(
 function resolveManagedOAuthPolicy(
   providerId: string
 ): (() => ManagedOAuthConnectorConfig) | undefined {
-  if (providerId === 'google-email' || providerId === 'google-calendar') {
+  if (
+    providerId === 'google-email' ||
+    providerId === 'google-calendar' ||
+    providerId === 'google-drive'
+  ) {
     return () => createGoogleManagedOAuthConnector(providerId)
   }
   if (providerId === 'confluence' || providerId === 'jira') {
diff --git a/apps/sim/lib/credential-groups/application/manage-access.ts b/apps/sim/lib/credential-groups/application/manage-access.ts
index dbbbcd63c69..0f4823ac6c4 100644
--- a/apps/sim/lib/credential-groups/application/manage-access.ts
+++ b/apps/sim/lib/credential-groups/application/manage-access.ts
@@ -12,6 +12,7 @@ import { credentialGroupOperations } from '@/lib/credential-groups/application/o
 import {
   compileCredentialGroupWorkflowAccessPolicy,
   credentialGroupWorkflowAccessPolicyCodec,
+  decodeCredentialGroupKnowledgeConnectorAccess,
   decodeCredentialGroupWorkflowAccessPolicy,
 } from '@/lib/credential-groups/application/workflow-access-policy'
 import {
@@ -147,9 +148,17 @@ export const updateCredentialGroupAccess = defineAuthorizedWorkspaceUseCase({
       throw new OrchestrationError('conflict', new ResourcePolicyRevisionConflictError().message)
     }
     decodeCredentialGroupWorkflowAccessPolicy(existingPolicy.document, context.credentialGroupId)
+    /**
+     * Knowledge connector grants are owned by each connector's own settings, so
+     * a workflow-access edit carries them forward untouched.
+     */
     const document = compileCredentialGroupWorkflowAccessPolicy({
       credentialGroupId: context.credentialGroupId,
       allowedWorkflowIds: input.allowedWorkflowIds,
+      knowledgeConnectorAccess: decodeCredentialGroupKnowledgeConnectorAccess(
+        existingPolicy.document,
+        context.credentialGroupId
+      ),
     })
     if (input.allowedWorkflowIds.length > 0) {
       const workflows = await loadCredentialGroupWorkflowCatalog(context.workspaceId)
diff --git a/apps/sim/lib/credential-groups/application/workflow-access-policy.test.ts b/apps/sim/lib/credential-groups/application/workflow-access-policy.test.ts
index abd5feb5c50..de9b538d2b9 100644
--- a/apps/sim/lib/credential-groups/application/workflow-access-policy.test.ts
+++ b/apps/sim/lib/credential-groups/application/workflow-access-policy.test.ts
@@ -6,11 +6,16 @@ import { describe, expect, it } from 'vitest'
 import {
   compileCredentialGroupWorkflowAccessPolicy,
   credentialGroupWorkflowAccessPolicyCodec,
+  decodeCredentialGroupKnowledgeConnectorAccess,
   decodeCredentialGroupWorkflowAccessPolicy,
+  evaluateCredentialGroupKnowledgeConnectorAccess,
   evaluateCredentialGroupWorkflowAccess,
   requireDefaultCredentialGroupWorkflowAccessPolicy,
 } from '@/lib/credential-groups/application/workflow-access-policy'
-import { CREDENTIAL_GROUP_WORKFLOW_ACCESS_LIMIT } from '@/lib/credential-groups/workflow-access-limits'
+import {
+  CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_LIMIT,
+  CREDENTIAL_GROUP_WORKFLOW_ACCESS_LIMIT,
+} from '@/lib/credential-groups/workflow-access-limits'
 import type { ResourcePolicyBindingFor } from '@/lib/resource-policies/registry'
 
 const GROUP_ID = 'group-1'
@@ -26,6 +31,17 @@ function policy(workflowIds: string[]) {
   })
 }
 
+function connectorPolicy(
+  knowledgeConnectorAccess: Array<{ credentialGroupOptionId: string; connectorIds: string[] }>,
+  workflowIds: string[] = []
+) {
+  return compileCredentialGroupWorkflowAccessPolicy({
+    credentialGroupId: GROUP_ID,
+    allowedWorkflowIds: workflowIds,
+    knowledgeConnectorAccess,
+  })
+}
+
 describe('Credential Group workflow access policy', () => {
   it('compiles actor ownership plus one deterministic deployment-only workflow statement', () => {
     expect(policy(['workflow-2', 'workflow-1'])).toEqual({
@@ -194,6 +210,206 @@ describe('Credential Group workflow access policy', () => {
     ).toThrow()
   })
 
+  describe('knowledge connector access', () => {
+    it('compiles one sorted, option-conditioned statement per credential option after the workflow statement', () => {
+      const document = connectorPolicy(
+        [
+          { credentialGroupOptionId: 'option-b', connectorIds: ['connector-2', 'connector-1'] },
+          { credentialGroupOptionId: 'option-a', connectorIds: ['connector-3'] },
+          { credentialGroupOptionId: 'option-empty', connectorIds: [] },
+        ],
+        ['workflow-1']
+      )
+      expect(document.statements.map((statement) => statement.sid)).toEqual([
+        'CredentialGroupActorCredentialAccess',
+        'WorkflowCredentialAccess',
+        'KnowledgeConnectorCredentialAccess:option-a',
+        'KnowledgeConnectorCredentialAccess:option-b',
+      ])
+      expect(document.statements[3]).toEqual({
+        sid: 'KnowledgeConnectorCredentialAccess:option-b',
+        effect: 'allow',
+        actions: ['credential_groups.credentials.use'],
+        principals: [
+          { type: 'knowledge_connector', connectorId: 'connector-1' },
+          { type: 'knowledge_connector', connectorId: 'connector-2' },
+        ],
+        condition: { StringEquals: { 'credential_group:OptionId': 'option-b' } },
+      })
+      expect(decodeCredentialGroupKnowledgeConnectorAccess(document, GROUP_ID)).toEqual([
+        { credentialGroupOptionId: 'option-a', connectorIds: ['connector-3'] },
+        { credentialGroupOptionId: 'option-b', connectorIds: ['connector-1', 'connector-2'] },
+      ])
+      expect(decodeCredentialGroupWorkflowAccessPolicy(document, GROUP_ID)).toEqual(['workflow-1'])
+    })
+
+    it('rejects a connector bound to two options, repeats, and oversized options', () => {
+      expect(() =>
+        connectorPolicy([
+          { credentialGroupOptionId: 'option-a', connectorIds: ['connector-1'] },
+          { credentialGroupOptionId: 'option-b', connectorIds: ['connector-1'] },
+        ])
+      ).toThrow('more than one credential option')
+      expect(() =>
+        connectorPolicy([
+          { credentialGroupOptionId: 'option-a', connectorIds: ['connector-1', 'connector-1'] },
+        ])
+      ).toThrow('repeats knowledge connector connector-1')
+      expect(() =>
+        connectorPolicy([
+          { credentialGroupOptionId: 'option-a', connectorIds: ['connector-1'] },
+          { credentialGroupOptionId: 'option-a', connectorIds: ['connector-2'] },
+        ])
+      ).toThrow('repeats credential option option-a')
+      expect(() =>
+        connectorPolicy([
+          {
+            credentialGroupOptionId: 'option-a',
+            connectorIds: Array.from(
+              { length: CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_LIMIT + 1 },
+              (_, index) => `connector-${index}`
+            ),
+          },
+        ])
+      ).toThrow(
+        `more than ${CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_LIMIT} knowledge connectors`
+      )
+    })
+
+    it.each([
+      [
+        'a connector statement before the workflow statement',
+        () => {
+          const document = connectorPolicy(
+            [{ credentialGroupOptionId: 'option-a', connectorIds: ['connector-1'] }],
+            ['workflow-1']
+          )
+          return {
+            statements: [document.statements[0], document.statements[2], document.statements[1]],
+          }
+        },
+      ],
+      [
+        'unsorted option statements',
+        () => {
+          const document = connectorPolicy([
+            { credentialGroupOptionId: 'option-a', connectorIds: ['connector-1'] },
+            { credentialGroupOptionId: 'option-b', connectorIds: ['connector-2'] },
+          ])
+          return {
+            statements: [document.statements[0], document.statements[2], document.statements[1]],
+          }
+        },
+      ],
+      [
+        'a SID naming a different option than its condition',
+        () => {
+          const document = connectorPolicy([
+            { credentialGroupOptionId: 'option-a', connectorIds: ['connector-1'] },
+          ])
+          return {
+            statements: [
+              document.statements[0],
+              { ...document.statements[1], sid: 'KnowledgeConnectorCredentialAccess:option-b' },
+            ],
+          }
+        },
+      ],
+      [
+        'a connector statement without an option condition',
+        () => {
+          const document = connectorPolicy([
+            { credentialGroupOptionId: 'option-a', connectorIds: ['connector-1'] },
+          ])
+          return {
+            statements: [
+              document.statements[0],
+              { ...document.statements[1], condition: undefined },
+            ],
+          }
+        },
+      ],
+      [
+        'a connector statement carrying a workflow principal',
+        () => {
+          const document = connectorPolicy([
+            { credentialGroupOptionId: 'option-a', connectorIds: ['connector-1'] },
+          ])
+          return {
+            statements: [
+              document.statements[0],
+              {
+                ...document.statements[1],
+                principals: [{ type: 'workflow', workflowId: 'workflow-1' }],
+              },
+            ],
+          }
+        },
+      ],
+    ])('rejects %s', (_name, replacement) => {
+      const candidate = { ...policy([]), ...replacement() }
+      expect(() =>
+        credentialGroupWorkflowAccessPolicyCodec.parse(candidate, {
+          type: 'credential_group',
+          id: GROUP_ID,
+        })
+      ).toThrow()
+    })
+
+    it('grants exactly the named connector for exactly the conditioned option', () => {
+      const document = connectorPolicy(
+        [{ credentialGroupOptionId: 'option-a', connectorIds: ['connector-1'] }],
+        ['workflow-1']
+      )
+      const decide = (connectorId: string, credentialGroupOptionId: string) =>
+        evaluateCredentialGroupKnowledgeConnectorAccess({
+          document,
+          credentialGroupId: GROUP_ID,
+          connectorId,
+          credentialGroupOptionId,
+          resourcePolicy: RESOURCE_POLICY,
+        })
+      expect(decide('connector-1', 'option-a')).toEqual({
+        decision: 'allow',
+        statementSid: 'KnowledgeConnectorCredentialAccess:option-a',
+      })
+      expect(decide('connector-1', 'option-b')).toEqual({ decision: 'implicit_deny' })
+      expect(decide('connector-2', 'option-a')).toEqual({ decision: 'implicit_deny' })
+    })
+
+    it('never lets a connector statement satisfy an actor or workflow evaluation', () => {
+      const document = connectorPolicy([
+        { credentialGroupOptionId: 'option-a', connectorIds: ['connector-1'] },
+      ])
+      expect(
+        evaluateCredentialGroupWorkflowAccess({
+          document,
+          credentialGroupId: GROUP_ID,
+          selectedEnrollmentId: 'enrollment-2',
+          actorEnrollmentId: 'enrollment-1',
+          currentWorkflow: {
+            workflowId: 'workflow-1',
+            mode: 'deployment',
+            deploymentVersionId: 'version-1',
+          },
+          resourcePolicy: RESOURCE_POLICY,
+        })
+      ).toEqual({ decision: 'implicit_deny' })
+    })
+
+    it('treats connector grants as a non-default policy', () => {
+      expect(() =>
+        requireDefaultCredentialGroupWorkflowAccessPolicy({
+          revision: 1,
+          document: connectorPolicy([
+            { credentialGroupOptionId: 'option-a', connectorIds: ['connector-1'] },
+          ]),
+          credentialGroupId: GROUP_ID,
+        })
+      ).toThrow('non-default')
+    })
+  })
+
   it('requires the trigger-created policy to be revision one with only actor access', () => {
     expect(() =>
       requireDefaultCredentialGroupWorkflowAccessPolicy({
diff --git a/apps/sim/lib/credential-groups/application/workflow-access-policy.ts b/apps/sim/lib/credential-groups/application/workflow-access-policy.ts
index f0e3248ceac..0a00b33a7cc 100644
--- a/apps/sim/lib/credential-groups/application/workflow-access-policy.ts
+++ b/apps/sim/lib/credential-groups/application/workflow-access-policy.ts
@@ -1,7 +1,13 @@
 import type { WorkflowExecutionAuthority } from '@sim/auth/principal'
 import { z } from 'zod'
-import { CREDENTIAL_GROUP_WORKFLOW_ACCESS_LIMIT } from '@/lib/credential-groups/workflow-access-limits'
-import { CREDENTIAL_GROUP_ACTOR_OWNS_CREDENTIAL_CONDITION_KEY } from '@/lib/resource-policies/conditions'
+import {
+  CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_LIMIT,
+  CREDENTIAL_GROUP_WORKFLOW_ACCESS_LIMIT,
+} from '@/lib/credential-groups/workflow-access-limits'
+import {
+  CREDENTIAL_GROUP_ACTOR_OWNS_CREDENTIAL_CONDITION_KEY,
+  CREDENTIAL_GROUP_OPTION_ID_CONDITION_KEY,
+} from '@/lib/resource-policies/conditions'
 import { WORKFLOW_MODE_RESOURCE_POLICY_CONDITION_KEY } from '@/lib/resource-policies/conditions/workflow-mode'
 import {
   evaluateResourcePolicy,
@@ -9,6 +15,7 @@ import {
 } from '@/lib/resource-policies/evaluator'
 import {
   credentialGroupActorResourcePolicyPrincipalSchema,
+  knowledgeConnectorResourcePolicyPrincipalSchema,
   workflowResourcePolicyPrincipalSchema,
 } from '@/lib/resource-policies/principals'
 import {
@@ -19,6 +26,14 @@ import type { ResourcePolicyCodec } from '@/lib/resource-policies/types'
 
 export const CREDENTIAL_GROUP_WORKFLOW_ACCESS_SID = 'WorkflowCredentialAccess'
 export const CREDENTIAL_GROUP_ACTOR_ACCESS_SID = 'CredentialGroupActorCredentialAccess'
+/**
+ * One statement per credential option, `KnowledgeConnectorCredentialAccess:<optionId>`,
+ * naming the knowledge connectors that crawl with that option's credentials. The
+ * option lives in the SID so statements stay addressable, and in the condition so
+ * the evaluator enforces it.
+ */
+export const CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_SID_PREFIX =
+  'KnowledgeConnectorCredentialAccess:'
 export { CREDENTIAL_GROUP_CREDENTIAL_USE_ACTION }
 export const CREDENTIAL_GROUP_WORKFLOW_MODE_CONDITION_KEY =
   WORKFLOW_MODE_RESOURCE_POLICY_CONDITION_KEY
@@ -87,6 +102,80 @@ const credentialGroupWorkflowAccessStatementSchema = z
   })
   .strict()
 
+function knowledgeConnectorAccessSid(credentialGroupOptionId: string): string {
+  return `${CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_SID_PREFIX}${credentialGroupOptionId}`
+}
+
+const credentialGroupKnowledgeConnectorAccessStatementSchema = z
+  .object({
+    sid: z
+      .string()
+      .startsWith(CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_SID_PREFIX)
+      .refine(
+        (sid) =>
+          canonicalIdSchema.safeParse(
+            sid.slice(CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_SID_PREFIX.length)
+          ).success,
+        'Knowledge connector access SID must name a canonical credential option'
+      ),
+    effect: z.literal('allow'),
+    actions: z.tuple([z.literal(CREDENTIAL_GROUP_CREDENTIAL_USE_ACTION)]),
+    principals: z
+      .array(knowledgeConnectorResourcePolicyPrincipalSchema)
+      .min(1)
+      .max(CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_LIMIT)
+      .superRefine((principals, ctx) => {
+        for (let index = 1; index < principals.length; index += 1) {
+          const previous = principals[index - 1].connectorId
+          const current = principals[index].connectorId
+          if (current === previous) {
+            ctx.addIssue({
+              code: 'custom',
+              path: [index, 'connectorId'],
+              message: `Credential Group access repeats knowledge connector ${current}`,
+            })
+          } else if (current < previous) {
+            ctx.addIssue({
+              code: 'custom',
+              path: [index, 'connectorId'],
+              message: 'Credential Group knowledge connector access principals must be sorted',
+            })
+          }
+        }
+      }),
+    condition: z
+      .object({
+        StringEquals: z
+          .object({
+            [CREDENTIAL_GROUP_OPTION_ID_CONDITION_KEY]: canonicalIdSchema,
+          })
+          .strict(),
+      })
+      .strict(),
+  })
+  .strict()
+  .superRefine((statement, ctx) => {
+    const optionId = statement.condition.StringEquals[CREDENTIAL_GROUP_OPTION_ID_CONDITION_KEY]
+    if (statement.sid !== knowledgeConnectorAccessSid(optionId)) {
+      ctx.addIssue({
+        code: 'custom',
+        path: ['sid'],
+        message: 'Knowledge connector access SID must name the option in its condition',
+      })
+    }
+  })
+
+const credentialGroupAccessStatementSchema = z.union([
+  credentialGroupActorAccessStatementSchema,
+  credentialGroupWorkflowAccessStatementSchema,
+  credentialGroupKnowledgeConnectorAccessStatementSchema,
+])
+
+/**
+ * Statement order is fixed so the document has one canonical form: the actor
+ * statement, then at most one workflow statement, then knowledge connector
+ * statements sorted by option. Anything else is rejected rather than normalised.
+ */
 export const credentialGroupWorkflowAccessPolicySchema = z
   .object({
     version: z.literal(1),
@@ -96,13 +185,50 @@ export const credentialGroupWorkflowAccessPolicySchema = z
         id: canonicalIdSchema,
       })
       .strict(),
-    statements: z.union([
-      z.tuple([credentialGroupActorAccessStatementSchema]),
-      z.tuple([
-        credentialGroupActorAccessStatementSchema,
-        credentialGroupWorkflowAccessStatementSchema,
-      ]),
-    ]),
+    statements: z
+      .array(credentialGroupAccessStatementSchema)
+      .min(1)
+      .superRefine((statements, ctx) => {
+        if (statements[0].sid !== CREDENTIAL_GROUP_ACTOR_ACCESS_SID) {
+          ctx.addIssue({
+            code: 'custom',
+            path: [0, 'sid'],
+            message: 'Credential Group access must begin with the actor statement',
+          })
+        }
+        let index = 1
+        if (statements[index]?.sid === CREDENTIAL_GROUP_WORKFLOW_ACCESS_SID) index += 1
+        let previousOptionId: string | undefined
+        for (; index < statements.length; index += 1) {
+          const sid = statements[index].sid
+          if (!sid.startsWith(CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_SID_PREFIX)) {
+            ctx.addIssue({
+              code: 'custom',
+              path: [index, 'sid'],
+              message:
+                'Credential Group access statements must be ordered actor, workflow, then knowledge connectors',
+            })
+            continue
+          }
+          const optionId = sid.slice(CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_SID_PREFIX.length)
+          if (previousOptionId !== undefined) {
+            if (optionId === previousOptionId) {
+              ctx.addIssue({
+                code: 'custom',
+                path: [index, 'sid'],
+                message: `Credential Group access repeats credential option ${optionId}`,
+              })
+            } else if (optionId < previousOptionId) {
+              ctx.addIssue({
+                code: 'custom',
+                path: [index, 'sid'],
+                message: 'Credential Group knowledge connector access statements must be sorted',
+              })
+            }
+          }
+          previousOptionId = optionId
+        }
+      }),
   })
   .strict()
 
@@ -110,6 +236,19 @@ export type CredentialGroupWorkflowAccessPolicy = z.output<
   typeof credentialGroupWorkflowAccessPolicySchema
 >
 
+type CredentialGroupWorkflowAccessStatement = z.output<
+  typeof credentialGroupWorkflowAccessStatementSchema
+>
+type CredentialGroupKnowledgeConnectorAccessStatement = z.output<
+  typeof credentialGroupKnowledgeConnectorAccessStatementSchema
+>
+
+/** The knowledge connectors one credential option backs. */
+export interface CredentialGroupKnowledgeConnectorAccess {
+  credentialGroupOptionId: string
+  connectorIds: string[]
+}
+
 export const credentialGroupWorkflowAccessPolicyCodec = {
   resourceType: 'credential_group',
   parse(
@@ -124,6 +263,12 @@ export const credentialGroupWorkflowAccessPolicyCodec = {
   },
 } as const satisfies ResourcePolicyCodec<'credential_group', CredentialGroupWorkflowAccessPolicy>
 
+function requireCanonicalId(value: string, label: string): void {
+  if (!value.trim() || value !== value.trim() || value.length > 128) {
+    throw new Error(`Credential Group access ${label} must be canonical non-empty strings`)
+  }
+}
+
 function requireAllowedWorkflowIds(allowedWorkflowIds: readonly string[]): string[] {
   if (allowedWorkflowIds.length > CREDENTIAL_GROUP_WORKFLOW_ACCESS_LIMIT) {
     throw new Error(
@@ -133,9 +278,7 @@ function requireAllowedWorkflowIds(allowedWorkflowIds: readonly string[]): strin
 
   const workflowIds = new Set<string>()
   for (const workflowId of allowedWorkflowIds) {
-    if (!workflowId.trim() || workflowId !== workflowId.trim() || workflowId.length > 128) {
-      throw new Error('Credential Group access workflow IDs must be canonical non-empty strings')
-    }
+    requireCanonicalId(workflowId, 'workflow IDs')
     if (workflowIds.has(workflowId)) {
       throw new Error(`Credential Group access repeats workflow ${workflowId}`)
     }
@@ -144,11 +287,61 @@ function requireAllowedWorkflowIds(allowedWorkflowIds: readonly string[]): strin
   return [...workflowIds].sort()
 }
 
+/**
+ * Normalises knowledge connector access into its canonical form: options sorted,
+ * connectors sorted and unique, empty options dropped, and each connector bound
+ * to one option only — a connector crawls with exactly one credential slot.
+ */
+function requireKnowledgeConnectorAccess(
+  entries: readonly CredentialGroupKnowledgeConnectorAccess[]
+): CredentialGroupKnowledgeConnectorAccess[] {
+  const byOption = new Map<string, Set<string>>()
+  const boundConnectors = new Set<string>()
+  for (const entry of entries) {
+    requireCanonicalId(entry.credentialGroupOptionId, 'credential option IDs')
+    if (byOption.has(entry.credentialGroupOptionId)) {
+      throw new Error(
+        `Credential Group access repeats credential option ${entry.credentialGroupOptionId}`
+      )
+    }
+    const connectorIds = new Set<string>()
+    for (const connectorId of entry.connectorIds) {
+      requireCanonicalId(connectorId, 'knowledge connector IDs')
+      if (connectorIds.has(connectorId)) {
+        throw new Error(`Credential Group access repeats knowledge connector ${connectorId}`)
+      }
+      if (boundConnectors.has(connectorId)) {
+        throw new Error(
+          `Credential Group access binds knowledge connector ${connectorId} to more than one credential option`
+        )
+      }
+      connectorIds.add(connectorId)
+      boundConnectors.add(connectorId)
+    }
+    if (connectorIds.size > CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_LIMIT) {
+      throw new Error(
+        `Credential Group access cannot allow more than ${CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_LIMIT} knowledge connectors per credential option`
+      )
+    }
+    if (connectorIds.size > 0) byOption.set(entry.credentialGroupOptionId, connectorIds)
+  }
+  return [...byOption.entries()]
+    .sort(([left], [right]) => (left < right ? -1 : left > right ? 1 : 0))
+    .map(([credentialGroupOptionId, connectorIds]) => ({
+      credentialGroupOptionId,
+      connectorIds: [...connectorIds].sort(),
+    }))
+}
+
 export function compileCredentialGroupWorkflowAccessPolicy(input: {
   credentialGroupId: string
   allowedWorkflowIds: readonly string[]
+  knowledgeConnectorAccess?: readonly CredentialGroupKnowledgeConnectorAccess[]
 }): CredentialGroupWorkflowAccessPolicy {
   const allowedWorkflowIds = requireAllowedWorkflowIds(input.allowedWorkflowIds)
+  const knowledgeConnectorAccess = requireKnowledgeConnectorAccess(
+    input.knowledgeConnectorAccess ?? []
+  )
   const actorStatement = {
     sid: CREDENTIAL_GROUP_ACTOR_ACCESS_SID,
     effect: 'allow',
@@ -160,46 +353,87 @@ export function compileCredentialGroupWorkflowAccessPolicy(input: {
       },
     },
   } as const
+  const workflowStatements =
+    allowedWorkflowIds.length === 0
+      ? []
+      : [
+          {
+            sid: CREDENTIAL_GROUP_WORKFLOW_ACCESS_SID,
+            effect: 'allow',
+            actions: [CREDENTIAL_GROUP_CREDENTIAL_USE_ACTION],
+            principals: allowedWorkflowIds.map((workflowId) => ({
+              type: 'workflow' as const,
+              workflowId,
+            })),
+            condition: {
+              StringEquals: {
+                [CREDENTIAL_GROUP_WORKFLOW_MODE_CONDITION_KEY]: 'deployment',
+              },
+            },
+          },
+        ]
+  const knowledgeConnectorStatements = knowledgeConnectorAccess.map((entry) => ({
+    sid: knowledgeConnectorAccessSid(entry.credentialGroupOptionId),
+    effect: 'allow',
+    actions: [CREDENTIAL_GROUP_CREDENTIAL_USE_ACTION],
+    principals: entry.connectorIds.map((connectorId) => ({
+      type: 'knowledge_connector' as const,
+      connectorId,
+    })),
+    condition: {
+      StringEquals: {
+        [CREDENTIAL_GROUP_OPTION_ID_CONDITION_KEY]: entry.credentialGroupOptionId,
+      },
+    },
+  }))
   return credentialGroupWorkflowAccessPolicyCodec.parse(
     {
       version: 1,
       resource: { type: 'credential_group', id: input.credentialGroupId },
-      statements:
-        allowedWorkflowIds.length === 0
-          ? [actorStatement]
-          : [
-              actorStatement,
-              {
-                sid: CREDENTIAL_GROUP_WORKFLOW_ACCESS_SID,
-                effect: 'allow',
-                actions: [CREDENTIAL_GROUP_CREDENTIAL_USE_ACTION],
-                principals: allowedWorkflowIds.map((workflowId) => ({
-                  type: 'workflow' as const,
-                  workflowId,
-                })),
-                condition: {
-                  StringEquals: {
-                    [CREDENTIAL_GROUP_WORKFLOW_MODE_CONDITION_KEY]: 'deployment',
-                  },
-                },
-              },
-            ],
+      statements: [actorStatement, ...workflowStatements, ...knowledgeConnectorStatements],
     },
     { type: 'credential_group', id: input.credentialGroupId }
   )
 }
 
-export function decodeCredentialGroupWorkflowAccessPolicy(
+function parseCanonicalDocument(
   document: unknown,
   credentialGroupId: string
-): string[] {
-  const canonical = credentialGroupWorkflowAccessPolicyCodec.parse(document, {
+): CredentialGroupWorkflowAccessPolicy {
+  return credentialGroupWorkflowAccessPolicyCodec.parse(document, {
     type: 'credential_group',
     id: credentialGroupId,
   })
-  return canonical.statements.length === 1
-    ? []
-    : canonical.statements[1].principals.map((principal) => principal.workflowId)
+}
+
+export function decodeCredentialGroupWorkflowAccessPolicy(
+  document: unknown,
+  credentialGroupId: string
+): string[] {
+  const canonical = parseCanonicalDocument(document, credentialGroupId)
+  const workflowStatement = canonical.statements.find(
+    (statement): statement is CredentialGroupWorkflowAccessStatement =>
+      statement.sid === CREDENTIAL_GROUP_WORKFLOW_ACCESS_SID
+  )
+  return workflowStatement
+    ? workflowStatement.principals.map((principal) => principal.workflowId)
+    : []
+}
+
+export function decodeCredentialGroupKnowledgeConnectorAccess(
+  document: unknown,
+  credentialGroupId: string
+): CredentialGroupKnowledgeConnectorAccess[] {
+  const canonical = parseCanonicalDocument(document, credentialGroupId)
+  return canonical.statements
+    .filter((statement): statement is CredentialGroupKnowledgeConnectorAccessStatement =>
+      statement.sid.startsWith(CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_SID_PREFIX)
+    )
+    .map((statement) => ({
+      credentialGroupOptionId:
+        statement.condition.StringEquals[CREDENTIAL_GROUP_OPTION_ID_CONDITION_KEY],
+      connectorIds: statement.principals.map((principal) => principal.connectorId),
+    }))
 }
 
 export function requireDefaultCredentialGroupWorkflowAccessPolicy(input: {
@@ -211,7 +445,15 @@ export function requireDefaultCredentialGroupWorkflowAccessPolicy(input: {
     input.document,
     input.credentialGroupId
   )
-  if (input.revision !== 1 || allowedWorkflowIds.length !== 0) {
+  const knowledgeConnectorAccess = decodeCredentialGroupKnowledgeConnectorAccess(
+    input.document,
+    input.credentialGroupId
+  )
+  if (
+    input.revision !== 1 ||
+    allowedWorkflowIds.length !== 0 ||
+    knowledgeConnectorAccess.length !== 0
+  ) {
     throw new Error('New resource was bound to a non-default resource policy')
   }
 }
@@ -224,10 +466,7 @@ export function evaluateCredentialGroupWorkflowAccess(input: {
   currentWorkflow: WorkflowExecutionAuthority
   resourcePolicy: ResourcePolicyBindingFor<'credential_group'>
 }): ResourcePolicyDecision {
-  const document = credentialGroupWorkflowAccessPolicyCodec.parse(input.document, {
-    type: 'credential_group',
-    id: input.credentialGroupId,
-  })
+  const document = parseCanonicalDocument(input.document, input.credentialGroupId)
   return evaluateResourcePolicy({
     document,
     action: input.resourcePolicy.action,
@@ -240,3 +479,27 @@ export function evaluateCredentialGroupWorkflowAccess(input: {
     },
   })
 }
+
+/**
+ * Decides whether a knowledge connector may use a credential collected under
+ * one option. There is no actor and no workflow: the connector is the principal
+ * and the option is the only condition, so the actor and workflow statements can
+ * never match here.
+ */
+export function evaluateCredentialGroupKnowledgeConnectorAccess(input: {
+  document: CredentialGroupWorkflowAccessPolicy
+  credentialGroupId: string
+  connectorId: string
+  credentialGroupOptionId: string
+  resourcePolicy: ResourcePolicyBindingFor<'credential_group'>
+}): ResourcePolicyDecision {
+  const document = parseCanonicalDocument(input.document, input.credentialGroupId)
+  return evaluateResourcePolicy({
+    document,
+    action: input.resourcePolicy.action,
+    facts: {
+      currentKnowledgeConnector: { connectorId: input.connectorId },
+      credentialGroupOptionId: input.credentialGroupOptionId,
+    },
+  })
+}
diff --git a/apps/sim/lib/credential-groups/credentials.ts b/apps/sim/lib/credential-groups/credentials.ts
index 1ffe32740af..985d6b60b72 100644
--- a/apps/sim/lib/credential-groups/credentials.ts
+++ b/apps/sim/lib/credential-groups/credentials.ts
@@ -7,14 +7,17 @@ import {
   credentialGroupEnrollment,
   user,
 } from '@sim/db/schema'
-import { and, asc, eq, gt, inArray, or, sql } from 'drizzle-orm'
+import { and, asc, eq, gt, inArray, or, type SQL, sql } from 'drizzle-orm'
 import {
   getCredentialGroupProviderId,
   isCredentialGroupProvider,
 } from '@/lib/credential-groups/providers'
+import type { CredentialGroupEnrollmentStatus } from '@/lib/credential-groups/types'
 
 export const MAX_CREDENTIAL_GROUP_CREDENTIAL_PAGE_SIZE = 100
 
+export type ManagedOAuthCredentialStatus = 'active' | 'needs_reauth' | 'revoked'
+
 export interface CredentialGroupCredentialListContext {
   credentialGroupId: string
   workspaceId: string
@@ -32,6 +35,27 @@ export interface CredentialGroupCredentialReference {
   providerTenantId: string | null
 }
 
+/**
+ * A credential collected under one option, in any state. Carries both statuses
+ * so a caller reconciling membership can tell a live credential from one that
+ * needs re-authorisation or whose enrollment was revoked.
+ */
+export interface CredentialGroupOptionCredentialReference
+  extends CredentialGroupCredentialReference {
+  managedOauthStatus: ManagedOAuthCredentialStatus
+  enrollmentStatus: CredentialGroupEnrollmentStatus
+}
+
+/** Where a managed credential sits: its group and the option it was collected under. */
+export interface ManagedCredentialGroupBinding {
+  credentialId: string
+  workspaceId: string
+  providerId: string
+  credentialGroupId: string
+  credentialGroupOptionId: string
+  managedOauthStatus: ManagedOAuthCredentialStatus
+}
+
 export interface CredentialGroupEnrollmentAccess {
   enrollmentId: string
   email: string
@@ -54,6 +78,14 @@ interface ListCredentialGroupCredentialReferencesInput {
   credentialGroupOptionIds: string[]
 }
 
+interface ListCredentialGroupOptionCredentialReferencesInput {
+  workspaceId: string
+  credentialGroupId: string
+  credentialGroupOptionId: string
+  limit: number
+  cursor?: string
+}
+
 /** Resolves a verified Sim user's active enrollment in one Credential Group. */
 export async function loadCredentialGroupEnrollmentAccess(
   credentialGroupId: string,
@@ -131,24 +163,67 @@ export async function loadCredentialGroupCredentialListContext(
   return row ?? null
 }
 
-/** Lists one bounded page of active managed credentials without selecting token material. */
-export async function listCredentialGroupCredentialReferences({
-  workspaceId,
-  credentialGroupId,
-  limit,
-  cursor,
-  email,
-  credentialProviderIds,
-  credentialGroupOptionIds,
-}: ListCredentialGroupCredentialReferencesInput): Promise<{
-  credentials: CredentialGroupCredentialReference[]
-  nextCursor: string | null
-}> {
-  if (credentialGroupOptionIds.length === 0) {
-    if (cursor) throw new CredentialGroupCredentialCursorNotFoundError()
-    return { credentials: [], nextCursor: null }
+/** Loads where a managed credential sits without selecting token material. */
+export async function loadManagedCredentialGroupBinding(
+  credentialId: string
+): Promise<ManagedCredentialGroupBinding | null> {
+  const [row] = await db
+    .select({
+      credentialId: credential.id,
+      workspaceId: credential.workspaceId,
+      providerId: credential.providerId,
+      credentialGroupId: credentialGroupEnrollment.credentialGroupId,
+      credentialGroupOptionId: credential.credentialGroupOptionId,
+      managedOauthStatus: credential.managedOauthStatus,
+    })
+    .from(credential)
+    .innerJoin(
+      credentialGroupEnrollment,
+      eq(credentialGroupEnrollment.id, credential.credentialGroupEnrollmentId)
+    )
+    .where(and(eq(credential.id, credentialId), eq(credential.type, 'managed_oauth')))
+    .limit(1)
+  if (!row) return null
+  if (!row.providerId) throw new Error(`Managed credential ${row.credentialId} has no provider ID`)
+  if (!row.credentialGroupOptionId) {
+    throw new Error(`Managed credential ${row.credentialId} has no credential option`)
+  }
+  if (!row.managedOauthStatus) {
+    throw new Error(`Managed credential ${row.credentialId} has no managed OAuth status`)
+  }
+  return {
+    credentialId: row.credentialId,
+    workspaceId: row.workspaceId,
+    providerId: row.providerId,
+    credentialGroupId: row.credentialGroupId,
+    credentialGroupOptionId: row.credentialGroupOptionId,
+    managedOauthStatus: row.managedOauthStatus,
   }
+}
+
+interface CredentialReferencePageRow {
+  id: string
+  email: string
+  displayName: string
+  providerId: string | null
+  providerSubjectId: string | null
+  providerTenantId: string | null
+  managedOauthStatus: ManagedOAuthCredentialStatus | null
+  enrollmentStatus: CredentialGroupEnrollmentStatus
+  createdAt: Date
+}
 
+/**
+ * One keyset page of managed credentials joined to their enrollment. The cursor
+ * is re-validated against the same conditions as the page, so a cursor that no
+ * longer satisfies the listing (the credential left the set) is refused rather
+ * than silently repositioned.
+ */
+async function pageCredentialReferences(
+  conditions: readonly (SQL | undefined)[],
+  limit: number,
+  cursor: string | undefined
+): Promise<{ rows: CredentialReferencePageRow[]; nextCursor: string | null }> {
   let cursorPosition: { id: string; createdAt: Date } | undefined
   if (cursor) {
     const [cursorRow] = await db
@@ -158,21 +233,7 @@ export async function listCredentialGroupCredentialReferences({
         credentialGroupEnrollment,
         eq(credentialGroupEnrollment.id, credential.credentialGroupEnrollmentId)
       )
-      .where(
-        and(
-          eq(credential.id, cursor),
-          eq(credential.workspaceId, workspaceId),
-          eq(credential.type, 'managed_oauth'),
-          eq(credential.managedOauthStatus, 'active'),
-          eq(credentialGroupEnrollment.credentialGroupId, credentialGroupId),
-          email ? eq(credentialGroupEnrollment.email, email) : undefined,
-          inArray(credential.credentialGroupOptionId, credentialGroupOptionIds),
-          credentialProviderIds?.length
-            ? inArray(credential.providerId, credentialProviderIds)
-            : undefined,
-          inArray(credentialGroupEnrollment.status, ['in_progress', 'completed'])
-        )
-      )
+      .where(and(eq(credential.id, cursor), ...conditions))
       .limit(1)
     if (!cursorRow) throw new CredentialGroupCredentialCursorNotFoundError()
     cursorPosition = cursorRow
@@ -186,6 +247,8 @@ export async function listCredentialGroupCredentialReferences({
       providerId: credential.providerId,
       providerSubjectId: credential.providerSubjectId,
       providerTenantId: credential.providerTenantId,
+      managedOauthStatus: credential.managedOauthStatus,
+      enrollmentStatus: credentialGroupEnrollment.status,
       createdAt: credential.createdAt,
     })
     .from(credential)
@@ -195,16 +258,7 @@ export async function listCredentialGroupCredentialReferences({
     )
     .where(
       and(
-        eq(credential.workspaceId, workspaceId),
-        eq(credential.type, 'managed_oauth'),
-        eq(credential.managedOauthStatus, 'active'),
-        eq(credentialGroupEnrollment.credentialGroupId, credentialGroupId),
-        email ? eq(credentialGroupEnrollment.email, email) : undefined,
-        inArray(credential.credentialGroupOptionId, credentialGroupOptionIds),
-        credentialProviderIds?.length
-          ? inArray(credential.providerId, credentialProviderIds)
-          : undefined,
-        inArray(credentialGroupEnrollment.status, ['in_progress', 'completed']),
+        ...conditions,
         cursorPosition
           ? or(
               gt(credential.createdAt, cursorPosition.createdAt),
@@ -223,21 +277,100 @@ export async function listCredentialGroupCredentialReferences({
   const pageRows = hasMore ? rows.slice(0, limit) : rows
   const nextCursor = hasMore ? pageRows.at(-1)?.id : null
   if (hasMore && !nextCursor) throw new Error('Credential page cursor could not be derived')
+  return { rows: pageRows, nextCursor: nextCursor ?? null }
+}
+
+function toCredentialReference(
+  row: CredentialReferencePageRow
+): CredentialGroupCredentialReference {
+  if (!row.providerId) throw new Error(`Managed credential ${row.id} has no provider ID`)
+  if (!row.providerSubjectId) {
+    throw new Error(`Managed credential ${row.id} has no provider subject ID`)
+  }
+  return {
+    credentialId: row.id,
+    email: row.email,
+    displayName: row.displayName,
+    providerId: row.providerId,
+    providerSubjectId: row.providerSubjectId,
+    providerTenantId: row.providerTenantId,
+  }
+}
+
+/** Lists one bounded page of active managed credentials without selecting token material. */
+export async function listCredentialGroupCredentialReferences({
+  workspaceId,
+  credentialGroupId,
+  limit,
+  cursor,
+  email,
+  credentialProviderIds,
+  credentialGroupOptionIds,
+}: ListCredentialGroupCredentialReferencesInput): Promise<{
+  credentials: CredentialGroupCredentialReference[]
+  nextCursor: string | null
+}> {
+  if (credentialGroupOptionIds.length === 0) {
+    if (cursor) throw new CredentialGroupCredentialCursorNotFoundError()
+    return { credentials: [], nextCursor: null }
+  }
+
+  const page = await pageCredentialReferences(
+    [
+      eq(credential.workspaceId, workspaceId),
+      eq(credential.type, 'managed_oauth'),
+      eq(credential.managedOauthStatus, 'active'),
+      eq(credentialGroupEnrollment.credentialGroupId, credentialGroupId),
+      email ? eq(credentialGroupEnrollment.email, email) : undefined,
+      inArray(credential.credentialGroupOptionId, credentialGroupOptionIds),
+      credentialProviderIds?.length
+        ? inArray(credential.providerId, credentialProviderIds)
+        : undefined,
+      inArray(credentialGroupEnrollment.status, ['in_progress', 'completed']),
+    ],
+    limit,
+    cursor
+  )
+  return { credentials: page.rows.map(toCredentialReference), nextCursor: page.nextCursor }
+}
+
+/**
+ * Lists one bounded page of every managed credential collected under one
+ * option, whatever its status. This is the reconciliation view: a caller that
+ * mirrors membership needs to see a credential that stopped being usable, not
+ * just the ones that still are.
+ */
+export async function listCredentialGroupOptionCredentialReferences({
+  workspaceId,
+  credentialGroupId,
+  credentialGroupOptionId,
+  limit,
+  cursor,
+}: ListCredentialGroupOptionCredentialReferencesInput): Promise<{
+  credentials: CredentialGroupOptionCredentialReference[]
+  nextCursor: string | null
+}> {
+  const page = await pageCredentialReferences(
+    [
+      eq(credential.workspaceId, workspaceId),
+      eq(credential.type, 'managed_oauth'),
+      eq(credentialGroupEnrollment.credentialGroupId, credentialGroupId),
+      eq(credential.credentialGroupOptionId, credentialGroupOptionId),
+    ],
+    limit,
+    cursor
+  )
   return {
-    credentials: pageRows.map((row) => {
-      if (!row.providerId) throw new Error(`Managed credential ${row.id} has no provider ID`)
-      if (!row.providerSubjectId) {
-        throw new Error(`Managed credential ${row.id} has no provider subject ID`)
+    credentials: page.rows.map((row) => {
+      if (!row.managedOauthStatus) {
+        throw new Error(`Managed credential ${row.id} has no managed OAuth status`)
       }
       return {
-        credentialId: row.id,
-        email: row.email,
-        displayName: row.displayName,
-        providerId: row.providerId,
-        providerSubjectId: row.providerSubjectId,
-        providerTenantId: row.providerTenantId,
+        ...toCredentialReference(row),
+        managedOauthStatus: row.managedOauthStatus,
+        enrollmentStatus: row.enrollmentStatus,
       }
     }),
-    nextCursor: nextCursor ?? null,
+    nextCursor: page.nextCursor,
   }
 }
diff --git a/apps/sim/lib/credential-groups/provider-registry.test.ts b/apps/sim/lib/credential-groups/provider-registry.test.ts
index b9a3bb612c6..62a27c27d62 100644
--- a/apps/sim/lib/credential-groups/provider-registry.test.ts
+++ b/apps/sim/lib/credential-groups/provider-registry.test.ts
@@ -37,6 +37,18 @@ describe('Credential Group provider registry', () => {
     expect(getCredentialGroupProviderFromProviderId(service.providerId)).toBe('google-calendar')
   })
 
+  it('maps Google Drive to its existing OAuth provider and the Google managed policy', () => {
+    const service = getCredentialGroupProviderService('google-drive')
+
+    expect(service.name).toBe('Google Drive')
+    expect(service.providerId).toBe('google-drive')
+    expect(getCredentialGroupProviderFromProviderId(service.providerId)).toBe('google-drive')
+    expect(getCredentialGroupProviderAdapter('google-drive').provider).toBe('google-drive')
+    expect(getManagedOAuthConnectorPolicy('google-drive')?.getAuthorizationAppId('client')).toBe(
+      createGoogleManagedOAuthConnector('google-drive').getAuthorizationAppId('client')
+    )
+  })
+
   it.each(['confluence', 'jira'] as const)(
     'maps %s to its existing OAuth provider and adapter',
     (provider) => {
diff --git a/apps/sim/lib/credential-groups/provider-registry.ts b/apps/sim/lib/credential-groups/provider-registry.ts
index 08642b7e598..b8f9a178067 100644
--- a/apps/sim/lib/credential-groups/provider-registry.ts
+++ b/apps/sim/lib/credential-groups/provider-registry.ts
@@ -12,6 +12,7 @@ const CREDENTIAL_GROUP_PROVIDER_ADAPTERS: Record<
 > = {
   gmail: createStandardOAuthCredentialGroupProviderAdapter('gmail'),
   'google-calendar': createStandardOAuthCredentialGroupProviderAdapter('google-calendar'),
+  'google-drive': createStandardOAuthCredentialGroupProviderAdapter('google-drive'),
   confluence: createStandardOAuthCredentialGroupProviderAdapter('confluence'),
   jira: createStandardOAuthCredentialGroupProviderAdapter('jira'),
   airtable: createStandardOAuthCredentialGroupProviderAdapter('airtable'),
diff --git a/apps/sim/lib/credential-groups/providers.ts b/apps/sim/lib/credential-groups/providers.ts
index 07cce8fe04d..6a27f436fe6 100644
--- a/apps/sim/lib/credential-groups/providers.ts
+++ b/apps/sim/lib/credential-groups/providers.ts
@@ -4,6 +4,7 @@ import { getServiceConfigByServiceId } from '@/lib/oauth'
 export const CREDENTIAL_GROUP_STANDARD_OAUTH_PROVIDER_IDS = [
   'gmail',
   'google-calendar',
+  'google-drive',
   'confluence',
   'jira',
   'airtable',
@@ -55,6 +56,11 @@ const CREDENTIAL_GROUP_PROVIDER_SUPPORT: Record<
     description: 'Let each person connect one Google Calendar account',
     configuration: 'oauth',
   },
+  'google-drive': {
+    serviceId: 'google-drive',
+    description: 'Let each person connect one Google Drive account',
+    configuration: 'oauth',
+  },
   confluence: {
     serviceId: 'confluence',
     description: 'Let each person connect one Confluence account',
diff --git a/apps/sim/lib/credential-groups/workflow-access-limits.ts b/apps/sim/lib/credential-groups/workflow-access-limits.ts
index 50c7c24949e..ba5c0578aee 100644
--- a/apps/sim/lib/credential-groups/workflow-access-limits.ts
+++ b/apps/sim/lib/credential-groups/workflow-access-limits.ts
@@ -1,3 +1,5 @@
 export const CREDENTIAL_GROUP_WORKFLOW_ACCESS_LIMIT = 50
 export const CREDENTIAL_GROUP_WORKFLOW_CATALOG_LIMIT = 500
 export const CREDENTIAL_GROUP_WORKFLOW_NAME_MAX_LENGTH = 255
+/** Knowledge connectors one credential option may back at once. */
+export const CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_LIMIT = 32
diff --git a/apps/sim/lib/knowledge/connectors/member-access.test.ts b/apps/sim/lib/knowledge/connectors/member-access.test.ts
new file mode 100644
index 00000000000..d8517d20626
--- /dev/null
+++ b/apps/sim/lib/knowledge/connectors/member-access.test.ts
@@ -0,0 +1,486 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const mocks = vi.hoisted(() => ({
+  requireResourcePolicy: vi.fn(),
+  writeResourcePolicy: vi.fn(),
+  loadBinding: vi.fn(),
+  listOptionCredentials: vi.fn(),
+  resolveManagedOAuthToken: vi.fn(),
+  recordAudit: vi.fn(),
+}))
+
+vi.mock('@sim/audit', () => ({
+  AuditAction: {
+    CREDENTIAL_ACCESSED: 'credential.accessed',
+    CREDENTIAL_GROUP_UPDATED: 'credential_group.updated',
+  },
+  AuditResourceType: { CREDENTIAL: 'credential', CREDENTIAL_GROUP: 'credential_group' },
+  recordAudit: mocks.recordAudit,
+}))
+
+vi.mock('@/lib/resource-policies/repository', async () => {
+  class ResourcePolicyNotFoundError extends Error {}
+  class ResourcePolicyRevisionConflictError extends Error {}
+  return {
+    ResourcePolicyNotFoundError,
+    ResourcePolicyRevisionConflictError,
+    requireResourcePolicy: mocks.requireResourcePolicy,
+    writeResourcePolicy: mocks.writeResourcePolicy,
+  }
+})
+
+vi.mock('@/lib/credential-groups/credentials', () => ({
+  loadManagedCredentialGroupBinding: mocks.loadBinding,
+  listCredentialGroupOptionCredentialReferences: mocks.listOptionCredentials,
+}))
+
+vi.mock('@/lib/credentials/managed-oauth', () => ({
+  resolveManagedOAuthToken: mocks.resolveManagedOAuthToken,
+}))
+
+import { compileCredentialGroupWorkflowAccessPolicy } from '@/lib/credential-groups/application/workflow-access-policy'
+import { CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_LIMIT } from '@/lib/credential-groups/workflow-access-limits'
+import {
+  grantKnowledgeConnectorCredentialAccess,
+  KnowledgeConnectorMemberAccessDeniedError,
+  listKnowledgeConnectorMemberCredentials,
+  mintKnowledgeConnectorMemberToken,
+  revokeKnowledgeConnectorCredentialAccess,
+  validateKnowledgeConnectorMembersBinding,
+} from '@/lib/knowledge/connectors/member-access'
+import {
+  ResourcePolicyNotFoundError,
+  ResourcePolicyRevisionConflictError,
+} from '@/lib/resource-policies/repository'
+
+const GROUP_ID = 'group-1'
+const BINDING = {
+  workspaceId: 'workspace-1',
+  credentialGroupId: GROUP_ID,
+  credentialGroupOptionId: 'option-drive',
+  connectorId: 'connector-1',
+}
+
+function storedPolicy(
+  revision: number,
+  knowledgeConnectorAccess: Array<{ credentialGroupOptionId: string; connectorIds: string[] }>,
+  allowedWorkflowIds: string[] = []
+) {
+  return {
+    id: 'policy-1',
+    workspaceId: 'workspace-1',
+    revision,
+    document: compileCredentialGroupWorkflowAccessPolicy({
+      credentialGroupId: GROUP_ID,
+      allowedWorkflowIds,
+      knowledgeConnectorAccess,
+    }),
+    createdAt: new Date(0),
+    updatedAt: new Date(0),
+  }
+}
+
+describe('knowledge connector member access', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mocks.writeResourcePolicy.mockImplementation(async (input) => ({
+      ...storedPolicy(input.expectedRevision + 1, []),
+      document: input.document,
+    }))
+  })
+
+  describe('grant', () => {
+    it('adds the connector under its option while keeping workflow access and audits the group', async () => {
+      mocks.requireResourcePolicy.mockResolvedValue(
+        storedPolicy(
+          3,
+          [{ credentialGroupOptionId: 'option-drive', connectorIds: ['connector-0'] }],
+          ['workflow-1']
+        )
+      )
+
+      await grantKnowledgeConnectorCredentialAccess(BINDING, 'admin-1')
+
+      expect(mocks.writeResourcePolicy).toHaveBeenCalledTimes(1)
+      const written = mocks.writeResourcePolicy.mock.calls[0][0]
+      expect(written.expectedRevision).toBe(3)
+      expect(written.actorUserId).toBe('admin-1')
+      expect(
+        written.document.statements.map((statement: { sid: string }) => statement.sid)
+      ).toEqual([
+        'CredentialGroupActorCredentialAccess',
+        'WorkflowCredentialAccess',
+        'KnowledgeConnectorCredentialAccess:option-drive',
+      ])
+      expect(written.document.statements[2].principals).toEqual([
+        { type: 'knowledge_connector', connectorId: 'connector-0' },
+        { type: 'knowledge_connector', connectorId: 'connector-1' },
+      ])
+      expect(mocks.recordAudit).toHaveBeenCalledWith(
+        expect.objectContaining({
+          action: 'credential_group.updated',
+          actorId: 'admin-1',
+          resourceId: GROUP_ID,
+          metadata: expect.objectContaining({
+            change: 'granted',
+            connectorId: 'connector-1',
+            credentialGroupOptionId: 'option-drive',
+            revision: 4,
+          }),
+        })
+      )
+    })
+
+    it('is idempotent when the connector is already bound to that option', async () => {
+      mocks.requireResourcePolicy.mockResolvedValue(
+        storedPolicy(3, [
+          { credentialGroupOptionId: 'option-drive', connectorIds: ['connector-1'] },
+        ])
+      )
+
+      await grantKnowledgeConnectorCredentialAccess(BINDING, 'admin-1')
+
+      expect(mocks.writeResourcePolicy).not.toHaveBeenCalled()
+      expect(mocks.recordAudit).not.toHaveBeenCalled()
+    })
+
+    it('moves a connector between options rather than binding it twice', async () => {
+      mocks.requireResourcePolicy.mockResolvedValue(
+        storedPolicy(1, [{ credentialGroupOptionId: 'option-old', connectorIds: ['connector-1'] }])
+      )
+
+      await grantKnowledgeConnectorCredentialAccess(BINDING, 'admin-1')
+
+      const written = mocks.writeResourcePolicy.mock.calls[0][0]
+      expect(
+        written.document.statements.map((statement: { sid: string }) => statement.sid)
+      ).toEqual([
+        'CredentialGroupActorCredentialAccess',
+        'KnowledgeConnectorCredentialAccess:option-drive',
+      ])
+    })
+
+    it('recomputes from the fresh document after a revision conflict', async () => {
+      mocks.requireResourcePolicy
+        .mockResolvedValueOnce(storedPolicy(1, []))
+        .mockResolvedValueOnce(
+          storedPolicy(2, [
+            { credentialGroupOptionId: 'option-drive', connectorIds: ['connector-9'] },
+          ])
+        )
+      mocks.writeResourcePolicy
+        .mockRejectedValueOnce(new ResourcePolicyRevisionConflictError())
+        .mockImplementationOnce(async (input) => ({
+          ...storedPolicy(input.expectedRevision + 1, []),
+          document: input.document,
+        }))
+
+      await grantKnowledgeConnectorCredentialAccess(BINDING, 'admin-1')
+
+      expect(mocks.writeResourcePolicy).toHaveBeenCalledTimes(2)
+      const written = mocks.writeResourcePolicy.mock.calls[1][0]
+      expect(written.expectedRevision).toBe(2)
+      expect(written.document.statements[1].principals).toEqual([
+        { type: 'knowledge_connector', connectorId: 'connector-1' },
+        { type: 'knowledge_connector', connectorId: 'connector-9' },
+      ])
+    })
+
+    it('gives up as a conflict when the policy keeps changing', async () => {
+      mocks.requireResourcePolicy.mockResolvedValue(storedPolicy(1, []))
+      mocks.writeResourcePolicy.mockRejectedValue(new ResourcePolicyRevisionConflictError())
+
+      await expect(
+        grantKnowledgeConnectorCredentialAccess(BINDING, 'admin-1')
+      ).rejects.toMatchObject({ code: 'conflict' })
+    })
+
+    it('refuses to bind more connectors than one option may back', async () => {
+      mocks.requireResourcePolicy.mockResolvedValue(
+        storedPolicy(1, [
+          {
+            credentialGroupOptionId: 'option-drive',
+            connectorIds: Array.from(
+              { length: CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_LIMIT },
+              (_, index) => `connector-${String(index).padStart(3, '0')}`
+            ),
+          },
+        ])
+      )
+
+      await expect(
+        grantKnowledgeConnectorCredentialAccess(
+          { ...BINDING, connectorId: 'connector-new' },
+          'admin-1'
+        )
+      ).rejects.toMatchObject({ code: 'validation' })
+      expect(mocks.writeResourcePolicy).not.toHaveBeenCalled()
+    })
+  })
+
+  describe('revoke', () => {
+    it('removes the connector and drops an emptied option statement', async () => {
+      mocks.requireResourcePolicy.mockResolvedValue(
+        storedPolicy(5, [
+          { credentialGroupOptionId: 'option-drive', connectorIds: ['connector-1'] },
+          { credentialGroupOptionId: 'option-other', connectorIds: ['connector-2'] },
+        ])
+      )
+
+      await revokeKnowledgeConnectorCredentialAccess(BINDING, 'admin-1')
+
+      const written = mocks.writeResourcePolicy.mock.calls[0][0]
+      expect(
+        written.document.statements.map((statement: { sid: string }) => statement.sid)
+      ).toEqual([
+        'CredentialGroupActorCredentialAccess',
+        'KnowledgeConnectorCredentialAccess:option-other',
+      ])
+      expect(mocks.recordAudit).toHaveBeenCalledWith(
+        expect.objectContaining({ metadata: expect.objectContaining({ change: 'revoked' }) })
+      )
+    })
+
+    it('is a no-op when the connector was never bound', async () => {
+      mocks.requireResourcePolicy.mockResolvedValue(storedPolicy(5, []))
+
+      await revokeKnowledgeConnectorCredentialAccess(BINDING, 'admin-1')
+
+      expect(mocks.writeResourcePolicy).not.toHaveBeenCalled()
+    })
+
+    it('tolerates a group whose policy is already gone', async () => {
+      mocks.requireResourcePolicy.mockRejectedValue(new ResourcePolicyNotFoundError())
+
+      await expect(
+        revokeKnowledgeConnectorCredentialAccess(BINDING, 'admin-1')
+      ).resolves.toBeUndefined()
+    })
+  })
+
+  describe('mint', () => {
+    const mintInput = {
+      connectorId: 'connector-1',
+      workspaceId: 'workspace-1',
+      credentialId: 'credential-1',
+      expectedProviderId: 'google-drive',
+      requiredScopes: ['https://www.googleapis.com/auth/drive'],
+      runId: 'run-1',
+    }
+
+    beforeEach(() => {
+      mocks.loadBinding.mockResolvedValue({
+        credentialId: 'credential-1',
+        workspaceId: 'workspace-1',
+        providerId: 'google-drive',
+        credentialGroupId: GROUP_ID,
+        credentialGroupOptionId: 'option-drive',
+        managedOauthStatus: 'active',
+      })
+      mocks.resolveManagedOAuthToken.mockResolvedValue({ accessToken: 'token', refreshed: false })
+    })
+
+    it('resolves the token when the policy names the connector under the credential option and audits it', async () => {
+      mocks.requireResourcePolicy.mockResolvedValue(
+        storedPolicy(2, [
+          { credentialGroupOptionId: 'option-drive', connectorIds: ['connector-1'] },
+        ])
+      )
+
+      await expect(mintKnowledgeConnectorMemberToken(mintInput)).resolves.toEqual({
+        accessToken: 'token',
+        refreshed: false,
+      })
+
+      expect(mocks.resolveManagedOAuthToken).toHaveBeenCalledWith({
+        credentialId: 'credential-1',
+        workspaceId: 'workspace-1',
+        expectedProviderId: 'google-drive',
+        requiredScopes: ['https://www.googleapis.com/auth/drive'],
+      })
+      expect(mocks.recordAudit).toHaveBeenCalledWith(
+        expect.objectContaining({
+          action: 'credential.accessed',
+          actorId: null,
+          resourceId: 'credential-1',
+          metadata: expect.objectContaining({
+            connectorId: 'connector-1',
+            credentialGroupOptionId: 'option-drive',
+            runId: 'run-1',
+          }),
+        })
+      )
+    })
+
+    it('denies a connector the policy does not name', async () => {
+      mocks.requireResourcePolicy.mockResolvedValue(
+        storedPolicy(2, [
+          { credentialGroupOptionId: 'option-drive', connectorIds: ['connector-2'] },
+        ])
+      )
+
+      await expect(mintKnowledgeConnectorMemberToken(mintInput)).rejects.toBeInstanceOf(
+        KnowledgeConnectorMemberAccessDeniedError
+      )
+      expect(mocks.resolveManagedOAuthToken).not.toHaveBeenCalled()
+      expect(mocks.recordAudit).not.toHaveBeenCalled()
+    })
+
+    it('denies a credential collected under a different option', async () => {
+      mocks.requireResourcePolicy.mockResolvedValue(
+        storedPolicy(2, [
+          { credentialGroupOptionId: 'option-other', connectorIds: ['connector-1'] },
+        ])
+      )
+
+      await expect(mintKnowledgeConnectorMemberToken(mintInput)).rejects.toBeInstanceOf(
+        KnowledgeConnectorMemberAccessDeniedError
+      )
+      expect(mocks.resolveManagedOAuthToken).not.toHaveBeenCalled()
+    })
+
+    it('denies a credential from another workspace before consulting any policy', async () => {
+      mocks.loadBinding.mockResolvedValue({
+        credentialId: 'credential-1',
+        workspaceId: 'workspace-2',
+        providerId: 'google-drive',
+        credentialGroupId: GROUP_ID,
+        credentialGroupOptionId: 'option-drive',
+        managedOauthStatus: 'active',
+      })
+
+      await expect(mintKnowledgeConnectorMemberToken(mintInput)).rejects.toBeInstanceOf(
+        KnowledgeConnectorMemberAccessDeniedError
+      )
+      expect(mocks.requireResourcePolicy).not.toHaveBeenCalled()
+    })
+
+    it('denies when the group policy no longer exists', async () => {
+      mocks.requireResourcePolicy.mockRejectedValue(new ResourcePolicyNotFoundError())
+
+      await expect(mintKnowledgeConnectorMemberToken(mintInput)).rejects.toBeInstanceOf(
+        KnowledgeConnectorMemberAccessDeniedError
+      )
+    })
+  })
+
+  describe('list', () => {
+    it('pages the option credentials only for a granted connector', async () => {
+      mocks.requireResourcePolicy.mockResolvedValue(
+        storedPolicy(2, [
+          { credentialGroupOptionId: 'option-drive', connectorIds: ['connector-1'] },
+        ])
+      )
+      mocks.listOptionCredentials.mockResolvedValue({ credentials: [], nextCursor: null })
+
+      await listKnowledgeConnectorMemberCredentials({ ...BINDING, limit: 50, cursor: 'c-1' })
+
+      expect(mocks.listOptionCredentials).toHaveBeenCalledWith({
+        workspaceId: 'workspace-1',
+        credentialGroupId: GROUP_ID,
+        credentialGroupOptionId: 'option-drive',
+        limit: 50,
+        cursor: 'c-1',
+      })
+    })
+
+    it('refuses to enumerate members for a connector without a grant', async () => {
+      mocks.requireResourcePolicy.mockResolvedValue(storedPolicy(2, []))
+
+      await expect(
+        listKnowledgeConnectorMemberCredentials({ ...BINDING, limit: 50 })
+      ).rejects.toBeInstanceOf(KnowledgeConnectorMemberAccessDeniedError)
+      expect(mocks.listOptionCredentials).not.toHaveBeenCalled()
+    })
+  })
+
+  describe('binding validation', () => {
+    const driveMeta = {
+      name: 'Google Drive',
+      auth: {
+        mode: 'oauth' as const,
+        provider: 'google-drive' as const,
+        requiredScopes: ['https://www.googleapis.com/auth/drive'],
+      },
+      permissionScopedListing: { capFieldIds: ['maxFiles'] },
+      configFields: [{ id: 'maxFiles', title: 'Max Files', type: 'short-input' as const }],
+    }
+    const driveOption = {
+      id: 'option-drive',
+      provider: 'google-drive',
+      label: 'Drive',
+      authorizationAppId: 'google:app',
+      requiredScopes: [
+        'openid',
+        'https://www.googleapis.com/auth/userinfo.email',
+        'https://www.googleapis.com/auth/userinfo.profile',
+        'https://www.googleapis.com/auth/drive.file',
+        'https://www.googleapis.com/auth/drive',
+      ],
+      scopeVersion: 1,
+      required: true,
+      status: 'active' as const,
+    }
+    const group = { status: 'active' as const, options: [driveOption] }
+
+    it('accepts a matching, fully scoped, uncapped binding', () => {
+      expect(
+        validateKnowledgeConnectorMembersBinding({
+          connectorMeta: driveMeta,
+          group,
+          credentialGroupOptionId: 'option-drive',
+          sourceConfig: { folderId: ['folder-1'], maxFiles: '' },
+        })
+      ).toEqual({ ok: true, option: driveOption })
+    })
+
+    it.each([
+      [
+        'a connector whose listing is not permission scoped',
+        { connectorMeta: { ...driveMeta, permissionScopedListing: undefined } },
+        'cannot sync per member',
+      ],
+      ['a disabled group', { group: { ...group, status: 'disabled' as const } }, 'is disabled'],
+      ['an unknown option', { credentialGroupOptionId: 'option-missing' }, 'was not found'],
+      [
+        'a disabled option',
+        { group: { ...group, options: [{ ...driveOption, status: 'disabled' as const }] } },
+        'option is disabled',
+      ],
+      [
+        'an option for another provider',
+        { group: { ...group, options: [{ ...driveOption, provider: 'google-calendar' }] } },
+        'needs google-drive',
+      ],
+      [
+        'an option missing a required scope',
+        {
+          group: {
+            ...group,
+            options: [
+              {
+                ...driveOption,
+                requiredScopes: ['openid', 'https://www.googleapis.com/auth/drive.file'],
+              },
+            ],
+          },
+        },
+        'every permission',
+      ],
+      ['a listing cap', { sourceConfig: { maxFiles: '500' } }, 'Max Files cannot be set'],
+    ])('rejects %s', (_name, overrides, message) => {
+      const result = validateKnowledgeConnectorMembersBinding({
+        connectorMeta: driveMeta,
+        group,
+        credentialGroupOptionId: 'option-drive',
+        sourceConfig: {},
+        ...overrides,
+      })
+      expect(result.ok).toBe(false)
+      if (!result.ok) expect(result.message).toContain(message)
+    })
+  })
+})
diff --git a/apps/sim/lib/knowledge/connectors/member-access.ts b/apps/sim/lib/knowledge/connectors/member-access.ts
new file mode 100644
index 00000000000..e4894770a63
--- /dev/null
+++ b/apps/sim/lib/knowledge/connectors/member-access.ts
@@ -0,0 +1,436 @@
+import { AuditAction, AuditResourceType, recordAudit } from '@sim/audit'
+import type { CredentialGroupOptionConfig } from '@sim/db/schema'
+import { createLogger } from '@sim/logger'
+import { getManagedOAuthConnectorPolicy } from '@/lib/auth/connectors/managed-oauth'
+import { OrchestrationError } from '@/lib/core/orchestration/types'
+import {
+  type CredentialGroupKnowledgeConnectorAccess,
+  compileCredentialGroupWorkflowAccessPolicy,
+  credentialGroupWorkflowAccessPolicyCodec,
+  decodeCredentialGroupKnowledgeConnectorAccess,
+  decodeCredentialGroupWorkflowAccessPolicy,
+  evaluateCredentialGroupKnowledgeConnectorAccess,
+} from '@/lib/credential-groups/application/workflow-access-policy'
+import {
+  type CredentialGroupCredentialListContext,
+  type CredentialGroupOptionCredentialReference,
+  listCredentialGroupOptionCredentialReferences,
+  loadManagedCredentialGroupBinding,
+} from '@/lib/credential-groups/credentials'
+import {
+  getCredentialGroupProviderId,
+  isCredentialGroupProvider,
+} from '@/lib/credential-groups/providers'
+import { CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_LIMIT } from '@/lib/credential-groups/workflow-access-limits'
+import {
+  type ResolvedManagedOAuthToken,
+  resolveManagedOAuthToken,
+} from '@/lib/credentials/managed-oauth'
+import {
+  CREDENTIAL_GROUP_CREDENTIAL_USE_ACTION,
+  type ResourcePolicyBindingFor,
+} from '@/lib/resource-policies/registry'
+import {
+  ResourcePolicyNotFoundError,
+  ResourcePolicyRevisionConflictError,
+  requireResourcePolicy,
+  writeResourcePolicy,
+} from '@/lib/resource-policies/repository'
+import type { ConnectorMeta } from '@/connectors/types'
+
+const logger = createLogger('KnowledgeConnectorMemberAccess')
+
+/** Concurrent editors of one group's policy are rare; a handful of retries absorbs them. */
+const POLICY_WRITE_ATTEMPTS = 5
+
+const CREDENTIAL_USE_BINDING = {
+  resourceType: 'credential_group',
+  action: CREDENTIAL_GROUP_CREDENTIAL_USE_ACTION,
+} as const satisfies ResourcePolicyBindingFor<'credential_group'>
+
+/** Raised when the group's policy does not let this connector use the credential. */
+export class KnowledgeConnectorMemberAccessDeniedError extends Error {
+  constructor(message: string) {
+    super(message)
+    this.name = 'KnowledgeConnectorMemberAccessDeniedError'
+  }
+}
+
+/** The credential-group slot a members-mode connector crawls with. */
+export interface KnowledgeConnectorCredentialBinding {
+  workspaceId: string
+  credentialGroupId: string
+  credentialGroupOptionId: string
+  connectorId: string
+}
+
+function policyTarget(
+  binding: Pick<KnowledgeConnectorCredentialBinding, 'workspaceId' | 'credentialGroupId'>
+) {
+  return {
+    workspaceId: binding.workspaceId,
+    resourceType: 'credential_group' as const,
+    resourceId: binding.credentialGroupId,
+    codec: credentialGroupWorkflowAccessPolicyCodec,
+  }
+}
+
+function withoutConnector(
+  access: readonly CredentialGroupKnowledgeConnectorAccess[],
+  connectorId: string
+): CredentialGroupKnowledgeConnectorAccess[] {
+  return access.map((entry) => ({
+    credentialGroupOptionId: entry.credentialGroupOptionId,
+    connectorIds: entry.connectorIds.filter((id) => id !== connectorId),
+  }))
+}
+
+function withConnector(
+  access: readonly CredentialGroupKnowledgeConnectorAccess[],
+  binding: Pick<KnowledgeConnectorCredentialBinding, 'credentialGroupOptionId' | 'connectorId'>
+): CredentialGroupKnowledgeConnectorAccess[] {
+  const next = withoutConnector(access, binding.connectorId)
+  const option = next.find(
+    (entry) => entry.credentialGroupOptionId === binding.credentialGroupOptionId
+  )
+  if (option) {
+    if (option.connectorIds.length >= CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_LIMIT) {
+      throw new OrchestrationError(
+        'validation',
+        `A credential option can back at most ${CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_LIMIT} knowledge connectors`
+      )
+    }
+    option.connectorIds.push(binding.connectorId)
+    return next
+  }
+  return [
+    ...next,
+    {
+      credentialGroupOptionId: binding.credentialGroupOptionId,
+      connectorIds: [binding.connectorId],
+    },
+  ]
+}
+
+function sameAccess(
+  left: readonly CredentialGroupKnowledgeConnectorAccess[],
+  right: readonly CredentialGroupKnowledgeConnectorAccess[]
+): boolean {
+  const normalise = (access: readonly CredentialGroupKnowledgeConnectorAccess[]) =>
+    JSON.stringify(
+      access
+        .filter((entry) => entry.connectorIds.length > 0)
+        .map((entry) => [entry.credentialGroupOptionId, [...entry.connectorIds].sort()])
+        .sort(([a], [b]) => (a < b ? -1 : a > b ? 1 : 0))
+    )
+  return normalise(left) === normalise(right)
+}
+
+/**
+ * Rewrites the group's knowledge connector statements through the policy's
+ * revision CAS. A concurrent edit (an admin changing workflow access, another
+ * connector being bound) loses the race, and the rewrite is recomputed from the
+ * fresh document rather than retried blindly, so nobody's statement is lost.
+ */
+async function rewriteKnowledgeConnectorAccess(input: {
+  binding: Pick<KnowledgeConnectorCredentialBinding, 'workspaceId' | 'credentialGroupId'>
+  actorUserId: string
+  change: 'granted' | 'revoked'
+  connectorId: string
+  credentialGroupOptionId?: string
+  mutate: (
+    access: readonly CredentialGroupKnowledgeConnectorAccess[]
+  ) => CredentialGroupKnowledgeConnectorAccess[]
+}): Promise<void> {
+  const target = policyTarget(input.binding)
+  for (let attempt = 1; attempt <= POLICY_WRITE_ATTEMPTS; attempt += 1) {
+    const existing = await requireResourcePolicy(target)
+    const current = decodeCredentialGroupKnowledgeConnectorAccess(
+      existing.document,
+      input.binding.credentialGroupId
+    )
+    const next = input.mutate(current)
+    if (sameAccess(current, next)) return
+
+    const document = compileCredentialGroupWorkflowAccessPolicy({
+      credentialGroupId: input.binding.credentialGroupId,
+      allowedWorkflowIds: decodeCredentialGroupWorkflowAccessPolicy(
+        existing.document,
+        input.binding.credentialGroupId
+      ),
+      knowledgeConnectorAccess: next,
+    })
+    try {
+      const written = await writeResourcePolicy({
+        ...target,
+        expectedRevision: existing.revision,
+        actorUserId: input.actorUserId,
+        document,
+      })
+      recordAudit({
+        workspaceId: input.binding.workspaceId,
+        actorId: input.actorUserId,
+        action: AuditAction.CREDENTIAL_GROUP_UPDATED,
+        resourceType: AuditResourceType.CREDENTIAL_GROUP,
+        resourceId: input.binding.credentialGroupId,
+        description:
+          input.change === 'granted'
+            ? 'Granted a knowledge connector access to Credential Group credentials'
+            : 'Revoked a knowledge connector’s access to Credential Group credentials',
+        metadata: {
+          revision: written.revision,
+          change: input.change,
+          connectorId: input.connectorId,
+          ...(input.credentialGroupOptionId
+            ? { credentialGroupOptionId: input.credentialGroupOptionId }
+            : {}),
+        },
+      })
+      return
+    } catch (error) {
+      if (!(error instanceof ResourcePolicyRevisionConflictError)) throw error
+      logger.info('Credential Group policy changed while binding a knowledge connector; retrying', {
+        credentialGroupId: input.binding.credentialGroupId,
+        connectorId: input.connectorId,
+        attempt,
+      })
+    }
+  }
+  throw new OrchestrationError(
+    'conflict',
+    'Credential Group access is being edited by someone else. Try again.'
+  )
+}
+
+/**
+ * Lets the connector use credentials collected under one option. Moving a
+ * connector between options replaces its previous binding, since a connector
+ * crawls with exactly one credential slot.
+ */
+export async function grantKnowledgeConnectorCredentialAccess(
+  binding: KnowledgeConnectorCredentialBinding,
+  actorUserId: string
+): Promise<void> {
+  await rewriteKnowledgeConnectorAccess({
+    binding,
+    actorUserId,
+    change: 'granted',
+    connectorId: binding.connectorId,
+    credentialGroupOptionId: binding.credentialGroupOptionId,
+    mutate: (access) => withConnector(access, binding),
+  })
+}
+
+/**
+ * Removes the connector from every option it was bound to. A group whose policy
+ * is already gone (the group was deleted, which cascades the policy) has nothing
+ * left to revoke.
+ */
+export async function revokeKnowledgeConnectorCredentialAccess(
+  binding: Pick<
+    KnowledgeConnectorCredentialBinding,
+    'workspaceId' | 'credentialGroupId' | 'connectorId'
+  >,
+  actorUserId: string
+): Promise<void> {
+  try {
+    await rewriteKnowledgeConnectorAccess({
+      binding,
+      actorUserId,
+      change: 'revoked',
+      connectorId: binding.connectorId,
+      mutate: (access) => withoutConnector(access, binding.connectorId),
+    })
+  } catch (error) {
+    if (error instanceof ResourcePolicyNotFoundError) return
+    throw error
+  }
+}
+
+/** Throws unless the group's policy lets this connector use the option's credentials. */
+export async function assertKnowledgeConnectorCredentialAccess(
+  binding: KnowledgeConnectorCredentialBinding
+): Promise<void> {
+  const policy = await requireResourcePolicy(policyTarget(binding)).catch((error: unknown) => {
+    if (error instanceof ResourcePolicyNotFoundError) {
+      throw new KnowledgeConnectorMemberAccessDeniedError(
+        'Credential Group no longer has an access policy'
+      )
+    }
+    throw error
+  })
+  const decision = evaluateCredentialGroupKnowledgeConnectorAccess({
+    document: policy.document,
+    credentialGroupId: binding.credentialGroupId,
+    connectorId: binding.connectorId,
+    credentialGroupOptionId: binding.credentialGroupOptionId,
+    resourcePolicy: CREDENTIAL_USE_BINDING,
+  })
+  if (decision.decision !== 'allow') {
+    throw new KnowledgeConnectorMemberAccessDeniedError(
+      'Credential Group policy does not grant this knowledge connector access to the credential option'
+    )
+  }
+}
+
+export interface MintKnowledgeConnectorMemberTokenInput {
+  connectorId: string
+  workspaceId: string
+  credentialId: string
+  expectedProviderId: string
+  requiredScopes: string[]
+  /** The sync run the access is attributed to in the audit trail. */
+  runId: string
+}
+
+/**
+ * Resolves a member's managed token for a crawl. Not a workspace use case: the
+ * sync job has no principal, so the group's own policy is the whole
+ * authorization — the connector must be named under the credential's option.
+ * Every mint is audited against the credential, attributed to the run.
+ */
+export async function mintKnowledgeConnectorMemberToken(
+  input: MintKnowledgeConnectorMemberTokenInput
+): Promise<ResolvedManagedOAuthToken> {
+  const binding = await loadManagedCredentialGroupBinding(input.credentialId)
+  if (!binding || binding.workspaceId !== input.workspaceId) {
+    throw new KnowledgeConnectorMemberAccessDeniedError(
+      'Managed credential is not enrolled in a Credential Group in this workspace'
+    )
+  }
+  await assertKnowledgeConnectorCredentialAccess({
+    workspaceId: binding.workspaceId,
+    credentialGroupId: binding.credentialGroupId,
+    credentialGroupOptionId: binding.credentialGroupOptionId,
+    connectorId: input.connectorId,
+  })
+  const token = await resolveManagedOAuthToken({
+    credentialId: binding.credentialId,
+    workspaceId: binding.workspaceId,
+    expectedProviderId: input.expectedProviderId,
+    requiredScopes: input.requiredScopes,
+  })
+  recordAudit({
+    workspaceId: binding.workspaceId,
+    actorId: null,
+    actorName: 'Knowledge connector sync',
+    action: AuditAction.CREDENTIAL_ACCESSED,
+    resourceType: AuditResourceType.CREDENTIAL,
+    resourceId: binding.credentialId,
+    description: `Accessed managed OAuth credential for provider ${input.expectedProviderId} on behalf of a knowledge connector`,
+    metadata: {
+      provider: input.expectedProviderId,
+      credentialType: 'managed_oauth',
+      connectorId: input.connectorId,
+      credentialGroupId: binding.credentialGroupId,
+      credentialGroupOptionId: binding.credentialGroupOptionId,
+      runId: input.runId,
+    },
+  })
+  return token
+}
+
+export interface ListKnowledgeConnectorMemberCredentialsInput
+  extends KnowledgeConnectorCredentialBinding {
+  limit: number
+  cursor?: string
+}
+
+/**
+ * Pages every credential collected under the connector's option, in any state,
+ * after proving the connector is granted that option. Membership reconciliation
+ * needs the unusable credentials too — they are what gets suspended.
+ */
+export async function listKnowledgeConnectorMemberCredentials(
+  input: ListKnowledgeConnectorMemberCredentialsInput
+): Promise<{ credentials: CredentialGroupOptionCredentialReference[]; nextCursor: string | null }> {
+  await assertKnowledgeConnectorCredentialAccess(input)
+  return listCredentialGroupOptionCredentialReferences({
+    workspaceId: input.workspaceId,
+    credentialGroupId: input.credentialGroupId,
+    credentialGroupOptionId: input.credentialGroupOptionId,
+    limit: input.limit,
+    cursor: input.cursor,
+  })
+}
+
+export type KnowledgeConnectorMembersBindingValidation =
+  | { ok: true; option: CredentialGroupOptionConfig }
+  | { ok: false; message: string }
+
+function isCapFieldSet(value: unknown): boolean {
+  if (value === undefined || value === null) return false
+  if (typeof value === 'string') return value.trim().length > 0
+  return true
+}
+
+/**
+ * Decides whether a connector may crawl per member with one option's
+ * credentials. Pure apart from the provider's own scope policy, so a route can
+ * refuse a binding before any credential is touched.
+ */
+export function validateKnowledgeConnectorMembersBinding(input: {
+  connectorMeta: Pick<ConnectorMeta, 'name' | 'auth' | 'permissionScopedListing' | 'configFields'>
+  group: Pick<CredentialGroupCredentialListContext, 'status' | 'options'>
+  credentialGroupOptionId: string
+  sourceConfig: Record<string, unknown>
+}): KnowledgeConnectorMembersBindingValidation {
+  const { connectorMeta, group } = input
+  if (!connectorMeta.permissionScopedListing) {
+    return {
+      ok: false,
+      message: `${connectorMeta.name} cannot sync per member: its listing does not reflect who may read each document`,
+    }
+  }
+  if (connectorMeta.auth.mode !== 'oauth') {
+    return { ok: false, message: `${connectorMeta.name} does not authenticate with OAuth` }
+  }
+  if (group.status !== 'active') {
+    return { ok: false, message: 'Credential Group is disabled' }
+  }
+  const option = group.options.find((candidate) => candidate.id === input.credentialGroupOptionId)
+  if (!option) {
+    return { ok: false, message: 'Credential option was not found in this Credential Group' }
+  }
+  if (option.status !== 'active') {
+    return { ok: false, message: 'Credential option is disabled' }
+  }
+  if (
+    !isCredentialGroupProvider(option.provider) ||
+    getCredentialGroupProviderId(option.provider) !== connectorMeta.auth.provider
+  ) {
+    return {
+      ok: false,
+      message: `Credential option collects ${option.provider} accounts, but ${connectorMeta.name} needs ${connectorMeta.auth.provider}`,
+    }
+  }
+  const scopePolicy = getManagedOAuthConnectorPolicy(connectorMeta.auth.provider)
+  if (!scopePolicy) {
+    return {
+      ok: false,
+      message: `${connectorMeta.auth.provider} is not a managed OAuth provider`,
+    }
+  }
+  if (
+    !scopePolicy.hasRequiredScopes(option.requiredScopes, connectorMeta.auth.requiredScopes ?? [])
+  ) {
+    return {
+      ok: false,
+      message: `Credential option does not request every permission ${connectorMeta.name} needs to read the source`,
+    }
+  }
+  const capFields = connectorMeta.permissionScopedListing.capFieldIds.filter((fieldId) =>
+    isCapFieldSet(input.sourceConfig[fieldId])
+  )
+  if (capFields.length > 0) {
+    const titles = capFields.map(
+      (fieldId) =>
+        connectorMeta.configFields.find((field) => field.id === fieldId)?.title ?? fieldId
+    )
+    return {
+      ok: false,
+      message: `${titles.join(', ')} cannot be set when syncing per member: every member's listing must be complete for their access to be tracked`,
+    }
+  }
+  return { ok: true, option }
+}
diff --git a/apps/sim/lib/resource-policies/conditions/credential-group-option.ts b/apps/sim/lib/resource-policies/conditions/credential-group-option.ts
new file mode 100644
index 00000000000..96a5d8315c6
--- /dev/null
+++ b/apps/sim/lib/resource-policies/conditions/credential-group-option.ts
@@ -0,0 +1,18 @@
+import { defineResourcePolicyCondition } from '@/lib/resource-policies/conditions/types'
+
+export const CREDENTIAL_GROUP_OPTION_ID_CONDITION_KEY = 'credential_group:OptionId' as const
+
+/**
+ * The Credential Group option the credential being accessed was collected
+ * under. A statement conditioned on it grants one option's credentials and no
+ * other, which is how a knowledge connector is bound to exactly the provider
+ * slot it crawls with.
+ */
+export const credentialGroupOptionIdConditionDefinition = defineResourcePolicyCondition({
+  key: CREDENTIAL_GROUP_OPTION_ID_CONDITION_KEY,
+  label: 'Credential option',
+  valueType: 'string',
+  operators: ['StringEquals'],
+  selector: { type: 'internal' },
+  resolve: (facts) => facts.credentialGroupOptionId,
+})
diff --git a/apps/sim/lib/resource-policies/conditions/index.ts b/apps/sim/lib/resource-policies/conditions/index.ts
index 6796a069ac6..dc65677caac 100644
--- a/apps/sim/lib/resource-policies/conditions/index.ts
+++ b/apps/sim/lib/resource-policies/conditions/index.ts
@@ -1,4 +1,5 @@
 export { CREDENTIAL_GROUP_ACTOR_OWNS_CREDENTIAL_CONDITION_KEY } from '@/lib/resource-policies/conditions/credential-group-actor-owns-credential'
+export { CREDENTIAL_GROUP_OPTION_ID_CONDITION_KEY } from '@/lib/resource-policies/conditions/credential-group-option'
 export {
   getResourcePolicyConditionDefinition,
   RESOURCE_POLICY_CONDITION_DEFINITIONS,
diff --git a/apps/sim/lib/resource-policies/conditions/registry.test.ts b/apps/sim/lib/resource-policies/conditions/registry.test.ts
index b4aa346416e..65c70b8d8cc 100644
--- a/apps/sim/lib/resource-policies/conditions/registry.test.ts
+++ b/apps/sim/lib/resource-policies/conditions/registry.test.ts
@@ -48,6 +48,15 @@ describe('resource policy condition registry', () => {
     )
   })
 
+  it('registers the credential option as an internal string fact', () => {
+    const definition = RESOURCE_POLICY_CONDITION_DEFINITIONS['credential_group:OptionId']
+    expect(definition.valueType).toBe('string')
+    expect(definition.operators).toEqual(['StringEquals'])
+    expect(definition.selector).toEqual({ type: 'internal' })
+    expect(definition.resolve({ credentialGroupOptionId: 'option-1' })).toBe('option-1')
+    expect(definition.resolve({})).toBe(undefined)
+  })
+
   it('fails fast for an unregistered condition key', () => {
     expect(() => requireResourcePolicyConditionDefinition('execution:Unknown')).toThrow(
       'Resource policy condition key execution:Unknown is not registered'
diff --git a/apps/sim/lib/resource-policies/conditions/registry.ts b/apps/sim/lib/resource-policies/conditions/registry.ts
index 454ede858a3..780dfded096 100644
--- a/apps/sim/lib/resource-policies/conditions/registry.ts
+++ b/apps/sim/lib/resource-policies/conditions/registry.ts
@@ -1,4 +1,5 @@
 import { credentialGroupActorOwnsCredentialConditionDefinition } from '@/lib/resource-policies/conditions/credential-group-actor-owns-credential'
+import { credentialGroupOptionIdConditionDefinition } from '@/lib/resource-policies/conditions/credential-group-option'
 import type {
   ResourcePolicyConditionDefinition,
   ResourcePolicyConditionKey,
@@ -7,6 +8,7 @@ import { workflowModeResourcePolicyConditionDefinition } from '@/lib/resource-po
 
 export const RESOURCE_POLICY_CONDITION_DEFINITIONS = Object.freeze({
   'credential_group:ActorOwnsCredential': credentialGroupActorOwnsCredentialConditionDefinition,
+  'credential_group:OptionId': credentialGroupOptionIdConditionDefinition,
   'execution:WorkflowMode': workflowModeResourcePolicyConditionDefinition,
 } as const satisfies Record<ResourcePolicyConditionKey, ResourcePolicyConditionDefinition>)
 
diff --git a/apps/sim/lib/resource-policies/conditions/types.ts b/apps/sim/lib/resource-policies/conditions/types.ts
index d0e834177c0..d22c9397071 100644
--- a/apps/sim/lib/resource-policies/conditions/types.ts
+++ b/apps/sim/lib/resource-policies/conditions/types.ts
@@ -5,6 +5,8 @@ export type ResourcePolicyConditionOperator = (typeof RESOURCE_POLICY_CONDITION_
 export interface ResourcePolicyConditionEvaluationFacts {
   credentialGroupActorEnrollmentId?: string
   credentialGroupCredentialEnrollmentId?: string
+  /** The option the credential being accessed was collected under. */
+  credentialGroupOptionId?: string
   currentWorkflow?: {
     workflowId: string
     mode: 'draft' | 'deployment'
@@ -33,6 +35,7 @@ export interface ResourcePolicyConditionDefinition {
 
 export type ResourcePolicyConditionKey =
   | 'credential_group:ActorOwnsCredential'
+  | 'credential_group:OptionId'
   | 'execution:WorkflowMode'
 
 export function defineResourcePolicyCondition(
diff --git a/apps/sim/lib/resource-policies/principals/index.ts b/apps/sim/lib/resource-policies/principals/index.ts
index 303918f1513..a967047f431 100644
--- a/apps/sim/lib/resource-policies/principals/index.ts
+++ b/apps/sim/lib/resource-policies/principals/index.ts
@@ -1,4 +1,5 @@
 export { credentialGroupActorResourcePolicyPrincipalSchema } from '@/lib/resource-policies/principals/credential-group-actor'
+export { knowledgeConnectorResourcePolicyPrincipalSchema } from '@/lib/resource-policies/principals/knowledge-connector'
 export {
   getResourcePolicyPrincipalDefinition,
   matchResourcePolicyPrincipal,
@@ -7,6 +8,7 @@ export {
 } from '@/lib/resource-policies/principals/registry'
 export type {
   CredentialGroupActorResourcePolicyPrincipal,
+  KnowledgeConnectorResourcePolicyPrincipal,
   ResourcePolicyPrincipal,
   ResourcePolicyPrincipalDefinition,
   ResourcePolicyPrincipalEvaluationFacts,
diff --git a/apps/sim/lib/resource-policies/principals/knowledge-connector.ts b/apps/sim/lib/resource-policies/principals/knowledge-connector.ts
new file mode 100644
index 00000000000..3f26fac46a1
--- /dev/null
+++ b/apps/sim/lib/resource-policies/principals/knowledge-connector.ts
@@ -0,0 +1,27 @@
+import { z } from 'zod'
+import { defineResourcePolicyPrincipal } from '@/lib/resource-policies/principals/types'
+
+export const knowledgeConnectorResourcePolicyPrincipalSchema = z
+  .object({
+    type: z.literal('knowledge_connector'),
+    connectorId: z
+      .string()
+      .min(1)
+      .max(128)
+      .refine((value) => value === value.trim(), 'Knowledge connector ID must be canonical'),
+  })
+  .strict()
+
+/**
+ * A knowledge connector crawling a source on behalf of the people enrolled in a
+ * Credential Group. Granted by the connector's own settings, never from the
+ * group's access page, so the selector is internal.
+ */
+export const knowledgeConnectorResourcePolicyPrincipalDefinition = defineResourcePolicyPrincipal({
+  type: 'knowledge_connector',
+  schema: knowledgeConnectorResourcePolicyPrincipalSchema,
+  label: 'Knowledge connector',
+  selector: { type: 'internal' },
+  matches: (principal, facts) =>
+    facts.currentKnowledgeConnector?.connectorId === principal.connectorId,
+})
diff --git a/apps/sim/lib/resource-policies/principals/registry.test.ts b/apps/sim/lib/resource-policies/principals/registry.test.ts
index bb98a8de73f..36a1f6ed35b 100644
--- a/apps/sim/lib/resource-policies/principals/registry.test.ts
+++ b/apps/sim/lib/resource-policies/principals/registry.test.ts
@@ -42,6 +42,27 @@ describe('resource policy principal registry', () => {
     ).toBe(false)
   })
 
+  it('registers the internal knowledge connector principal', () => {
+    expect(RESOURCE_POLICY_PRINCIPAL_DEFINITIONS.knowledge_connector.selector).toEqual({
+      type: 'internal',
+    })
+    expect(
+      matchResourcePolicyPrincipal(
+        { type: 'knowledge_connector', connectorId: 'connector-1' },
+        { currentKnowledgeConnector: { connectorId: 'connector-1' } }
+      )
+    ).toBe(true)
+    expect(
+      matchResourcePolicyPrincipal(
+        { type: 'knowledge_connector', connectorId: 'connector-1' },
+        { currentKnowledgeConnector: { connectorId: 'connector-2' } }
+      )
+    ).toBe(false)
+    expect(
+      matchResourcePolicyPrincipal({ type: 'knowledge_connector', connectorId: 'connector-1' }, {})
+    ).toBe(false)
+  })
+
   it('fails fast for an unregistered principal type', () => {
     expect(() => requireResourcePolicyPrincipalDefinition('user')).toThrow(
       'Resource policy principal type user is not registered'
diff --git a/apps/sim/lib/resource-policies/principals/registry.ts b/apps/sim/lib/resource-policies/principals/registry.ts
index 9649267f5f8..923490c8bf1 100644
--- a/apps/sim/lib/resource-policies/principals/registry.ts
+++ b/apps/sim/lib/resource-policies/principals/registry.ts
@@ -1,4 +1,5 @@
 import { credentialGroupActorResourcePolicyPrincipalDefinition } from '@/lib/resource-policies/principals/credential-group-actor'
+import { knowledgeConnectorResourcePolicyPrincipalDefinition } from '@/lib/resource-policies/principals/knowledge-connector'
 import type {
   ResourcePolicyPrincipal,
   ResourcePolicyPrincipalDefinition,
@@ -9,6 +10,7 @@ import { workflowResourcePolicyPrincipalDefinition } from '@/lib/resource-polici
 
 export const RESOURCE_POLICY_PRINCIPAL_DEFINITIONS = Object.freeze({
   credential_group_actor: credentialGroupActorResourcePolicyPrincipalDefinition,
+  knowledge_connector: knowledgeConnectorResourcePolicyPrincipalDefinition,
   workflow: workflowResourcePolicyPrincipalDefinition,
 } as const satisfies Record<ResourcePolicyPrincipalType, ResourcePolicyPrincipalDefinition>)
 
diff --git a/apps/sim/lib/resource-policies/principals/types.ts b/apps/sim/lib/resource-policies/principals/types.ts
index 1df07d52033..eb68f056736 100644
--- a/apps/sim/lib/resource-policies/principals/types.ts
+++ b/apps/sim/lib/resource-policies/principals/types.ts
@@ -9,9 +9,15 @@ export interface CredentialGroupActorResourcePolicyPrincipal {
   type: 'credential_group_actor'
 }
 
+export interface KnowledgeConnectorResourcePolicyPrincipal {
+  type: 'knowledge_connector'
+  connectorId: string
+}
+
 export type ResourcePolicyPrincipal =
   | WorkflowResourcePolicyPrincipal
   | CredentialGroupActorResourcePolicyPrincipal
+  | KnowledgeConnectorResourcePolicyPrincipal
 export type ResourcePolicyPrincipalType = ResourcePolicyPrincipal['type']
 
 export interface ResourcePolicyPrincipalEvaluationFacts {
@@ -20,6 +26,9 @@ export interface ResourcePolicyPrincipalEvaluationFacts {
     workflowId: string
     mode: 'draft' | 'deployment'
   }
+  currentKnowledgeConnector?: {
+    connectorId: string
+  }
 }
 
 export type ResourcePolicyPrincipalSelector =
diff --git a/apps/sim/lib/resource-policies/registry.ts b/apps/sim/lib/resource-policies/registry.ts
index c59bee2fd1a..2ab5f068614 100644
--- a/apps/sim/lib/resource-policies/registry.ts
+++ b/apps/sim/lib/resource-policies/registry.ts
@@ -17,8 +17,12 @@ interface ResourcePolicyResourceDefinition {
 export const RESOURCE_POLICY_DEFINITIONS = Object.freeze({
   credential_group: {
     actions: RESOURCE_POLICY_ACTIONS,
-    principalTypes: ['credential_group_actor', 'workflow'],
-    conditionKeys: ['credential_group:ActorOwnsCredential', 'execution:WorkflowMode'],
+    principalTypes: ['credential_group_actor', 'knowledge_connector', 'workflow'],
+    conditionKeys: [
+      'credential_group:ActorOwnsCredential',
+      'credential_group:OptionId',
+      'execution:WorkflowMode',
+    ],
   },
 } as const satisfies Record<ResourcePolicyResourceType, ResourcePolicyResourceDefinition>)
 

From c7bf992fd9621286974b10a703a5e4a42d2068fc Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 18:56:32 -0700
Subject: [PATCH 08/76] feat(knowledge): add the members-mode sync engine

Adds the engine that crawls a knowledge connector once per Credential Group
member with that member's own token and derives each document's ACL from who
observed it. A run takes the member lease (mutually exclusive with the
content engine's), finishes any pending access rewrite, mirrors the option's
credentials onto member rows (active or suspended, tokens rewritten, departed
members dropped), then claims due members one at a time until its budget
ends: each member's listing is admitted into a first-writer-wins union, every
listed document is hydrated once through its observers' tokens, observations
are recorded, removals follow only a full, complete, non-suspect listing, the
affected ACLs are rematerialised from the observation graph, and the document
lifecycle tombstones the unobserved, resurrects the re-observed, and purges
the long-unobserved under the lease. The run re-dispatches itself while
members remain due.

Around the engine: a member queue mirroring the content dispatch (token,
lease, lost-hand-off release), a Trigger.dev task on its own queue, a cron
scheduler that reclaims stale leases and lost dispatches, closes orphaned run
logs, sweeps members whose crawls stopped, and dispatches due connectors, and
the Docker and Helm cron entries. The content engine and its dispatch refuse
members-mode connectors, workspace-mode syncs restore the workspace ACL on
completion, document writes carry the ACL each mode needs, the hard-delete
guard can verify the member lease, and the Drive and Confluence connectors
report a scope the member cannot reach as an empty listing rather than an
error. Nothing enters members mode yet.
---
 .../knowledge/connectors/member-sync/route.ts |  220 +++
 .../api/knowledge/connectors/sync/route.ts    |    1 +
 .../knowledge-connector-member-sync.test.ts   |  109 ++
 .../knowledge-connector-member-sync.ts        |   90 ++
 apps/sim/connectors/confluence/confluence.ts  |   23 +-
 .../connectors/google-drive/google-drive.ts   |    7 +
 apps/sim/connectors/types.ts                  |    9 +
 apps/sim/lib/atlassian/discovery.ts           |   16 +-
 .../connectors/member-observations.ts         |  383 +++++
 .../knowledge/connectors/member-queue.test.ts |  212 +++
 .../lib/knowledge/connectors/member-queue.ts  |  313 ++++
 .../connectors/member-sync-engine.test.ts     |  175 +++
 .../connectors/member-sync-engine.ts          | 1298 +++++++++++++++++
 apps/sim/lib/knowledge/connectors/queue.ts    |    8 +
 .../knowledge/connectors/sync-engine.test.ts  |    6 +
 .../lib/knowledge/connectors/sync-engine.ts   |   32 +-
 .../sim/lib/knowledge/connectors/sync-lock.ts |   56 +
 .../knowledge/connectors/sync-persistence.ts  |   71 +-
 .../knowledge/connectors/sync-primitives.ts   |   23 +-
 apps/sim/lib/knowledge/documents/service.ts   |   22 +-
 docker/crontab                                |    1 +
 helm/sim/values.yaml                          |    9 +
 scripts/check-api-validation-contracts.ts     |    1 +
 23 files changed, 3068 insertions(+), 17 deletions(-)
 create mode 100644 apps/sim/app/api/knowledge/connectors/member-sync/route.ts
 create mode 100644 apps/sim/background/knowledge-connector-member-sync.test.ts
 create mode 100644 apps/sim/background/knowledge-connector-member-sync.ts
 create mode 100644 apps/sim/lib/knowledge/connectors/member-observations.ts
 create mode 100644 apps/sim/lib/knowledge/connectors/member-queue.test.ts
 create mode 100644 apps/sim/lib/knowledge/connectors/member-queue.ts
 create mode 100644 apps/sim/lib/knowledge/connectors/member-sync-engine.test.ts
 create mode 100644 apps/sim/lib/knowledge/connectors/member-sync-engine.ts

diff --git a/apps/sim/app/api/knowledge/connectors/member-sync/route.ts b/apps/sim/app/api/knowledge/connectors/member-sync/route.ts
new file mode 100644
index 00000000000..d60058e50dd
--- /dev/null
+++ b/apps/sim/app/api/knowledge/connectors/member-sync/route.ts
@@ -0,0 +1,220 @@
+import { db } from '@sim/db'
+import { knowledgeBase, knowledgeConnector, knowledgeConnectorMemberSyncLog } from '@sim/db/schema'
+import { createLogger } from '@sim/logger'
+import { and, asc, eq, inArray, isNull, lte, type SQL, sql } from 'drizzle-orm'
+import { type NextRequest, NextResponse } from 'next/server'
+import { verifyCronAuth } from '@/lib/auth/internal'
+import { resolveSystemBillingAttribution } from '@/lib/billing/core/billing-attribution'
+import { mapWithConcurrency } from '@/lib/core/utils/concurrency'
+import { generateRequestId } from '@/lib/core/utils/request'
+import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
+import { sweepStaleMemberObservations } from '@/lib/knowledge/connectors/member-observations'
+import {
+  dispatchMemberSync,
+  QUEUEABLE_MEMBER_SYNC_STATUSES,
+} from '@/lib/knowledge/connectors/member-queue'
+import {
+  CONNECTOR_AUTO_DISABLED_ERROR,
+  CONNECTOR_FAILURE_BACKOFF_CAP_MINUTES,
+  CONNECTOR_FAILURE_BACKOFF_STEP_MINUTES,
+  MAX_CONSECUTIVE_FAILURES,
+  MEMBER_SYNC_STALE_LOCK_TTL_MS,
+} from '@/lib/knowledge/connectors/sync-limits'
+
+export const dynamic = 'force-dynamic'
+
+const logger = createLogger('ConnectorMemberSyncSchedulerAPI')
+
+const MAX_DISPATCHES_PER_TICK = 200
+const DISPATCH_CONCURRENCY = 10
+const STALE_LOCK_ERROR_MESSAGE = 'Member sync timed out (stale lock recovered)'
+const LOST_DISPATCH_ERROR_MESSAGE = 'Member sync was queued but never started'
+
+/** The member lease, read through `COALESCE` for the same reason the content reaper does. */
+function memberSyncLockLease(): SQL {
+  return sql`COALESCE(${knowledgeConnector.memberSyncLockLeaseAt}, ${knowledgeConnector.updatedAt})`
+}
+
+function reclaimedFailureCount(): SQL {
+  return sql`COALESCE(${knowledgeConnector.memberSyncConsecutiveFailures}, 0) + 1`
+}
+
+function reclaimedStatus(): SQL {
+  return sql`CASE WHEN ${reclaimedFailureCount()} >= ${MAX_CONSECUTIVE_FAILURES} THEN 'disabled' ELSE 'error' END`
+}
+
+function reclaimedError(message: string): SQL {
+  return sql`CASE WHEN ${reclaimedFailureCount()} >= ${MAX_CONSECUTIVE_FAILURES} THEN ${CONNECTOR_AUTO_DISABLED_ERROR} ELSE ${message} END`
+}
+
+function reclaimedNextMemberSyncAt(): SQL {
+  return sql`CASE WHEN ${reclaimedFailureCount()} >= ${MAX_CONSECUTIVE_FAILURES} THEN NULL ELSE now() + LEAST(${reclaimedFailureCount()} * ${CONNECTOR_FAILURE_BACKOFF_STEP_MINUTES}, ${CONNECTOR_FAILURE_BACKOFF_CAP_MINUTES}) * INTERVAL '1 minute' END`
+}
+
+/**
+ * The write shared by both reclaims: a run that stopped making progress
+ * re-enters the member failure ladder, which is the content engine's ladder
+ * over the member columns.
+ */
+function reclaimPayload(message: string) {
+  return {
+    memberSyncStatus: reclaimedStatus(),
+    lastMemberSyncError: reclaimedError(message),
+    nextMemberSyncAt: reclaimedNextMemberSyncAt(),
+    memberSyncConsecutiveFailures: reclaimedFailureCount(),
+    memberSyncLockToken: null,
+    memberSyncLockLeaseAt: null,
+    updatedAt: sql`now()`,
+  }
+}
+
+/** Spares a member-sync log row whose run is provably still heartbeating. */
+function logRowNotHeldByLiveRun(staleCutoff: Date): SQL {
+  return sql`NOT EXISTS (
+    SELECT 1 FROM ${knowledgeConnector}
+    WHERE ${knowledgeConnector.id} = ${knowledgeConnectorMemberSyncLog.connectorId}
+      AND ${knowledgeConnector.memberSyncLockToken} = ${knowledgeConnectorMemberSyncLog.id}
+      AND ${knowledgeConnector.memberSyncStatus} = 'running'
+      AND ${memberSyncLockLease()} > ${sql.param(staleCutoff, knowledgeConnector.memberSyncLockLeaseAt)}
+  )`
+}
+
+/**
+ * Cron endpoint for members-mode connectors: reclaims stale leases and lost
+ * queue entries, closes orphaned run logs, sweeps members whose crawls
+ * stopped, and dispatches every connector that is due. Runs every 5 minutes.
+ */
+export const GET = withRouteHandler(async (request: NextRequest) => {
+  const requestId = generateRequestId()
+  logger.info(`[${requestId}] Connector member sync scheduler triggered`)
+
+  const authError = verifyCronAuth(request, 'Connector member sync scheduler')
+  if (authError) return authError
+
+  try {
+    const now = new Date()
+    const staleCutoff = new Date(now.getTime() - MEMBER_SYNC_STALE_LOCK_TTL_MS)
+
+    const [recoveredRunning, recoveredPending, closedLogs] = await Promise.all([
+      db
+        .update(knowledgeConnector)
+        .set(reclaimPayload(STALE_LOCK_ERROR_MESSAGE))
+        .where(
+          and(
+            eq(knowledgeConnector.memberSyncStatus, 'running'),
+            sql`${memberSyncLockLease()} <= ${sql.param(staleCutoff, knowledgeConnector.memberSyncLockLeaseAt)}`,
+            isNull(knowledgeConnector.archivedAt),
+            isNull(knowledgeConnector.deletedAt)
+          )
+        )
+        .returning({ id: knowledgeConnector.id }),
+      db
+        .update(knowledgeConnector)
+        .set(reclaimPayload(LOST_DISPATCH_ERROR_MESSAGE))
+        .where(
+          and(
+            eq(knowledgeConnector.memberSyncStatus, 'pending'),
+            sql`${memberSyncLockLease()} <= ${sql.param(staleCutoff, knowledgeConnector.memberSyncLockLeaseAt)}`,
+            isNull(knowledgeConnector.archivedAt),
+            isNull(knowledgeConnector.deletedAt)
+          )
+        )
+        .returning({ id: knowledgeConnector.id }),
+      db
+        .update(knowledgeConnectorMemberSyncLog)
+        .set({
+          status: 'failed',
+          completedAt: sql`now()`,
+          errorMessage: STALE_LOCK_ERROR_MESSAGE,
+        })
+        .where(
+          and(
+            eq(knowledgeConnectorMemberSyncLog.status, 'started'),
+            lte(knowledgeConnectorMemberSyncLog.startedAt, staleCutoff),
+            logRowNotHeldByLiveRun(staleCutoff)
+          )
+        )
+        .returning({ id: knowledgeConnectorMemberSyncLog.id }),
+    ])
+
+    if (recoveredRunning.length > 0) {
+      logger.warn(`[${requestId}] Recovered ${recoveredRunning.length} stale member sync run(s)`, {
+        ids: recoveredRunning.map((row) => row.id),
+      })
+    }
+    if (recoveredPending.length > 0) {
+      logger.warn(
+        `[${requestId}] Recovered ${recoveredPending.length} connector(s) whose queued member sync never started`,
+        { ids: recoveredPending.map((row) => row.id) }
+      )
+    }
+    if (closedLogs.length > 0) {
+      logger.warn(`[${requestId}] Closed ${closedLogs.length} orphaned member sync log(s)`)
+    }
+
+    const sweep = await sweepStaleMemberObservations(now)
+    if (sweep.members > 0) {
+      logger.warn(`[${requestId}] Swept observations of ${sweep.members} stale member(s)`, sweep)
+    }
+
+    const dueConnectors = await db
+      .select({
+        id: knowledgeConnector.id,
+        nextMemberSyncAt: knowledgeConnector.nextMemberSyncAt,
+        workspaceId: knowledgeBase.workspaceId,
+      })
+      .from(knowledgeConnector)
+      .innerJoin(knowledgeBase, eq(knowledgeConnector.knowledgeBaseId, knowledgeBase.id))
+      .where(
+        and(
+          eq(knowledgeConnector.accessMode, 'members'),
+          inArray(knowledgeConnector.memberSyncStatus, QUEUEABLE_MEMBER_SYNC_STATUSES),
+          lte(knowledgeConnector.nextMemberSyncAt, now),
+          isNull(knowledgeConnector.archivedAt),
+          isNull(knowledgeConnector.deletedAt),
+          isNull(knowledgeBase.deletedAt)
+        )
+      )
+      .orderBy(asc(knowledgeConnector.nextMemberSyncAt))
+      .limit(MAX_DISPATCHES_PER_TICK)
+
+    logger.info(`[${requestId}] Found ${dueConnectors.length} connectors due for member sync`)
+
+    if (dueConnectors.length === 0) {
+      return NextResponse.json({
+        success: true,
+        message: 'No connectors due for member sync',
+        count: 0,
+      })
+    }
+
+    await mapWithConcurrency(dueConnectors, DISPATCH_CONCURRENCY, async (connector) => {
+      try {
+        if (!connector.workspaceId) {
+          throw new Error(`Connector ${connector.id} is missing workspace billing context`)
+        }
+        const billingAttribution = await resolveSystemBillingAttribution(connector.workspaceId)
+        await dispatchMemberSync(connector.id, {
+          billingAttribution,
+          expectedNextMemberSyncAt: connector.nextMemberSyncAt ?? undefined,
+          requestId,
+          requireRunnable: true,
+        })
+      } catch (error) {
+        logger.error(
+          `[${requestId}] Failed to dispatch member sync for connector ${connector.id}`,
+          error
+        )
+      }
+    })
+
+    return NextResponse.json({
+      success: true,
+      message: `Dispatched ${dueConnectors.length} member sync(s)`,
+      count: dueConnectors.length,
+    })
+  } catch (error) {
+    logger.error(`[${requestId}] Connector member sync scheduler error`, error)
+    return NextResponse.json({ error: 'Internal server error' }, { status: 500 })
+  }
+})
diff --git a/apps/sim/app/api/knowledge/connectors/sync/route.ts b/apps/sim/app/api/knowledge/connectors/sync/route.ts
index 4c98bbaf197..7d3d5afcbd6 100644
--- a/apps/sim/app/api/knowledge/connectors/sync/route.ts
+++ b/apps/sim/app/api/knowledge/connectors/sync/route.ts
@@ -304,6 +304,7 @@ export const GET = withRouteHandler(async (request: NextRequest) => {
       .where(
         and(
           inArray(knowledgeConnector.status, ['active', 'error']),
+          eq(knowledgeConnector.accessMode, 'workspace'),
           lte(knowledgeConnector.nextSyncAt, now),
           isNull(knowledgeConnector.archivedAt),
           isNull(knowledgeConnector.deletedAt),
diff --git a/apps/sim/background/knowledge-connector-member-sync.test.ts b/apps/sim/background/knowledge-connector-member-sync.test.ts
new file mode 100644
index 00000000000..dbacf478487
--- /dev/null
+++ b/apps/sim/background/knowledge-connector-member-sync.test.ts
@@ -0,0 +1,109 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockAssertPayload, mockExecuteMemberSync, mockTask } = vi.hoisted(() => ({
+  mockAssertPayload: vi.fn(),
+  mockExecuteMemberSync: vi.fn(),
+  mockTask: vi.fn((config) => config),
+}))
+
+vi.mock('@trigger.dev/sdk', () => ({
+  task: mockTask,
+  AbortTaskRunError: class AbortTaskRunError extends Error {},
+}))
+vi.mock('@/lib/knowledge/connectors/member-queue', () => ({
+  MEMBER_SYNC_TASK_ID: 'knowledge-connector-member-sync',
+  assertMemberSyncPayload: mockAssertPayload,
+}))
+vi.mock('@/lib/knowledge/connectors/member-sync-engine', () => ({
+  executeMemberSync: mockExecuteMemberSync,
+}))
+
+import { AbortTaskRunError } from '@trigger.dev/sdk'
+import {
+  classifyMemberSyncResult,
+  executeMemberSyncJob,
+  knowledgeConnectorMemberSync,
+} from '@/background/knowledge-connector-member-sync'
+
+const RESULT = {
+  docsAdded: 0,
+  docsUpdated: 0,
+  docsDeleted: 0,
+  docsUnchanged: 0,
+  docsSkipped: 0,
+  docsFailed: 0,
+  processingDispatch: { requested: 0, accepted: 0, failed: 0 },
+  membersClaimed: 2,
+  membersCompleted: 2,
+  membersIncomplete: 0,
+  membersFailed: 0,
+  membersRemaining: false,
+  docsListed: 4,
+  docsHydratedOnce: 4,
+  observationsAdded: 4,
+  observationsRemoved: 0,
+  docsTombstoned: 0,
+  docsResurrected: 0,
+  docsPurged: 0,
+  credentialsAudited: 2,
+}
+
+const PAYLOAD = {
+  connectorId: 'c-1',
+  requestId: 'r-1',
+  billingAttribution: { workspaceId: 'ws-1' },
+  dispatchToken: 't-1',
+}
+
+describe('knowledge connector member sync worker', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mockAssertPayload.mockReturnValue(PAYLOAD)
+    mockExecuteMemberSync.mockResolvedValue(RESULT)
+  })
+
+  it('classifies outcomes from the run counters', () => {
+    expect(classifyMemberSyncResult(RESULT)).toBe('completed')
+    expect(classifyMemberSyncResult({ ...RESULT, membersFailed: 1 })).toBe('partial')
+    expect(classifyMemberSyncResult({ ...RESULT, docsFailed: 1 })).toBe('partial')
+    expect(classifyMemberSyncResult({ ...RESULT, error: 'boom' })).toBe('failed')
+    expect(classifyMemberSyncResult({ ...RESULT, skipReason: 'sync_in_progress' })).toBe('skipped')
+  })
+
+  it('runs the engine with the payload token and reports the outcome', async () => {
+    await expect(executeMemberSyncJob(PAYLOAD)).resolves.toMatchObject({
+      success: true,
+      outcome: 'completed',
+      connectorId: 'c-1',
+      membersCompleted: 2,
+    })
+    expect(mockExecuteMemberSync).toHaveBeenCalledWith('c-1', {
+      billingAttribution: PAYLOAD.billingAttribution,
+      dispatchToken: 't-1',
+    })
+  })
+
+  it('aborts rather than retries a failed run', async () => {
+    mockExecuteMemberSync.mockResolvedValue({ ...RESULT, error: 'source down' })
+    await expect(executeMemberSyncJob(PAYLOAD)).rejects.toBeInstanceOf(AbortTaskRunError)
+  })
+
+  it('reports a partial run without aborting, so members retry on their own ladder', async () => {
+    mockExecuteMemberSync.mockResolvedValue({ ...RESULT, membersFailed: 1 })
+    await expect(executeMemberSyncJob(PAYLOAD)).resolves.toMatchObject({
+      success: false,
+      outcome: 'partial',
+    })
+  })
+
+  it('registers a single-attempt task on its own queue', () => {
+    expect(knowledgeConnectorMemberSync).toMatchObject({
+      id: 'knowledge-connector-member-sync',
+      retry: { maxAttempts: 1 },
+      queue: { name: 'connector-member-sync-queue' },
+    })
+  })
+})
diff --git a/apps/sim/background/knowledge-connector-member-sync.ts b/apps/sim/background/knowledge-connector-member-sync.ts
new file mode 100644
index 00000000000..04cd5e1ded4
--- /dev/null
+++ b/apps/sim/background/knowledge-connector-member-sync.ts
@@ -0,0 +1,90 @@
+import { createLogger } from '@sim/logger'
+import { AbortTaskRunError, task } from '@trigger.dev/sdk'
+import {
+  assertMemberSyncPayload,
+  MEMBER_SYNC_TASK_ID,
+  type MemberSyncPayload,
+} from '@/lib/knowledge/connectors/member-queue'
+import {
+  executeMemberSync,
+  type MemberSyncResult,
+} from '@/lib/knowledge/connectors/member-sync-engine'
+import { MEMBER_SYNC_MAX_DURATION_SECONDS } from '@/lib/knowledge/connectors/sync-limits'
+
+const logger = createLogger('TriggerKnowledgeConnectorMemberSync')
+
+export type MemberSyncTaskOutcome = 'completed' | 'partial' | 'skipped' | 'failed'
+
+/** A run is partial when any member or document failed; skipped and failed mirror the content task. */
+export function classifyMemberSyncResult(result: MemberSyncResult): MemberSyncTaskOutcome {
+  if (result.skipReason) return 'skipped'
+  if (result.error) return 'failed'
+  if (result.membersFailed > 0 || result.docsFailed > 0 || result.processingDispatch.failed > 0) {
+    return 'partial'
+  }
+  return 'completed'
+}
+
+export async function executeMemberSyncJob(payload: unknown) {
+  const { connectorId, requestId, billingAttribution, dispatchToken } =
+    assertMemberSyncPayload(payload)
+
+  logger.info(`[${requestId}] Starting member sync: ${connectorId}`)
+
+  try {
+    const result = await executeMemberSync(connectorId, { billingAttribution, dispatchToken })
+    const outcome = classifyMemberSyncResult(result)
+
+    logger.info(`[${requestId}] Member sync completed`, {
+      connectorId,
+      outcome,
+      membersClaimed: result.membersClaimed,
+      membersCompleted: result.membersCompleted,
+      membersIncomplete: result.membersIncomplete,
+      membersFailed: result.membersFailed,
+      membersRemaining: result.membersRemaining,
+      docsListed: result.docsListed,
+      added: result.docsAdded,
+      updated: result.docsUpdated,
+      unchanged: result.docsUnchanged,
+      failed: result.docsFailed,
+      observationsAdded: result.observationsAdded,
+      observationsRemoved: result.observationsRemoved,
+      tombstoned: result.docsTombstoned,
+      resurrected: result.docsResurrected,
+      purged: result.docsPurged,
+    })
+
+    if (outcome === 'failed') {
+      /**
+       * The engine has already written its terminal state and re-armed the
+       * connector's failure ladder. Retrying the task would run a second crawl
+       * over the same members, so fail visibly without a retry.
+       */
+      throw new AbortTaskRunError(`Member sync failed for ${connectorId}: ${result.error}`)
+    }
+
+    return { success: outcome === 'completed', outcome, connectorId, ...result }
+  } catch (error) {
+    logger.error(`[${requestId}] Member sync failed: ${connectorId}`, error)
+    throw error
+  }
+}
+
+export const knowledgeConnectorMemberSync = task({
+  id: MEMBER_SYNC_TASK_ID,
+  maxDuration: MEMBER_SYNC_MAX_DURATION_SECONDS,
+  /** Sized like the content sync: a members-mode run hydrates the same documents. */
+  machine: 'large-1x',
+  /**
+   * No retries: the run re-dispatches itself while members remain due, and a
+   * crashed run is reclaimed by the scheduler's lease sweep, so a platform
+   * retry would only race the replacement.
+   */
+  retry: { maxAttempts: 1 },
+  queue: {
+    concurrencyLimit: 5,
+    name: 'connector-member-sync-queue',
+  },
+  run: async (payload: MemberSyncPayload) => executeMemberSyncJob(payload),
+})
diff --git a/apps/sim/connectors/confluence/confluence.ts b/apps/sim/connectors/confluence/confluence.ts
index 381254d79f1..7b0c518272c 100644
--- a/apps/sim/connectors/confluence/confluence.ts
+++ b/apps/sim/connectors/confluence/confluence.ts
@@ -1,6 +1,7 @@
 import { createLogger } from '@sim/logger'
 import { toError } from '@sim/utils/errors'
 import * as cheerio from 'cheerio'
+import { AtlassianSiteNotAccessibleError } from '@/lib/atlassian/discovery'
 import { fetchWithRetry, VALIDATE_RETRY_OPTIONS } from '@/lib/knowledge/documents/utils'
 import { confluenceConnectorMeta } from '@/connectors/confluence/meta'
 import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/connectors/types'
@@ -9,6 +10,18 @@ import { getConfluenceCloudId, normalizeConfluenceDomainHost } from '@/tools/con
 
 const logger = createLogger('ConfluenceConnector')
 
+/**
+ * The configured space does not exist for the caller. Confluence answers a
+ * space lookup with an empty result rather than a 403 when the caller cannot
+ * see the space, so this is also what a member without access observes.
+ */
+export class ConfluenceSpaceNotFoundError extends Error {
+  constructor(readonly spaceKey: string) {
+    super(`Space "${spaceKey}" not found`)
+    this.name = 'ConfluenceSpaceNotFoundError'
+  }
+}
+
 /** Label prefixes for Confluence's built-in Info/Note/Warning/Tip macros, by their rendered CSS suffix. */
 const CALLOUT_LABELS: Record<string, string> = {
   information: '[INFO]',
@@ -489,6 +502,14 @@ export const confluenceConnector: ConnectorConfig = {
 
     return result
   },
+
+  /**
+   * A member who is not on the Atlassian site, or cannot see the configured
+   * space, lists nothing: a complete listing of nothing, not an error.
+   */
+  isListingScopeUnavailableError: (error) =>
+    error instanceof ConfluenceSpaceNotFoundError ||
+    error instanceof AtlassianSiteNotAccessibleError,
 }
 
 /**
@@ -815,7 +836,7 @@ async function resolveSpaceId(
   const results = data.results || []
 
   if (results.length === 0) {
-    throw new Error(`Space "${spaceKey}" not found`)
+    throw new ConfluenceSpaceNotFoundError(spaceKey)
   }
 
   return String(results[0].id)
diff --git a/apps/sim/connectors/google-drive/google-drive.ts b/apps/sim/connectors/google-drive/google-drive.ts
index fee472e9f7f..6922e7f473e 100644
--- a/apps/sim/connectors/google-drive/google-drive.ts
+++ b/apps/sim/connectors/google-drive/google-drive.ts
@@ -612,4 +612,11 @@ export const googleDriveConnector: ConnectorConfig = {
 
     return result
   },
+
+  /**
+   * Drive answers `notFound` for a `parents` query on a folder the caller
+   * cannot open, so a member who was never given the folder lists nothing.
+   */
+  isListingScopeUnavailableError: (error) =>
+    error instanceof GoogleDriveApiError && error.kind === 'not_found',
 }
diff --git a/apps/sim/connectors/types.ts b/apps/sim/connectors/types.ts
index 218bb2e256e..eff4a4c2cb8 100644
--- a/apps/sim/connectors/types.ts
+++ b/apps/sim/connectors/types.ts
@@ -276,6 +276,15 @@ export interface ConnectorConfig extends ConnectorMeta {
     sourceConfig: Record<string, unknown>
   ) => Promise<{ valid: boolean; error?: string }>
 
+  /**
+   * Whether a listing failure means the caller simply cannot reach the
+   * configured scope — the folder or space is not shared with them. A
+   * members-mode crawl treats that as a complete listing of nothing for that
+   * member rather than an error, so their access is withdrawn instead of
+   * retried forever. Only meaningful alongside {@link ConnectorMeta.permissionScopedListing}.
+   */
+  isListingScopeUnavailableError?: (error: unknown) => boolean
+
   /** Map source metadata to semantic tag keys (translated to slots by the sync engine) */
   mapTags?: (metadata: Record<string, unknown>) => Record<string, unknown>
 }
diff --git a/apps/sim/lib/atlassian/discovery.ts b/apps/sim/lib/atlassian/discovery.ts
index c1a55718807..d3016fbe312 100644
--- a/apps/sim/lib/atlassian/discovery.ts
+++ b/apps/sim/lib/atlassian/discovery.ts
@@ -203,6 +203,18 @@ export function atlassianDiscoveryKey(resource: string, accessToken: string): st
   return `${resource}:${sha256Hex(accessToken).slice(0, 16)}`
 }
 
+/**
+ * The credential reaches no Atlassian site, or none matching the configured
+ * domain. Typed so a caller acting for one person can tell "this person is
+ * not on the site" from a transport failure.
+ */
+export class AtlassianSiteNotAccessibleError extends Error {
+  constructor(message: string) {
+    super(message)
+    this.name = 'AtlassianSiteNotAccessibleError'
+  }
+}
+
 /**
  * Picks the `cloudId` for `domain` out of an `accessible-resources` payload.
  *
@@ -219,7 +231,7 @@ export function selectAtlassianCloudId(
   }
 
   if (resources.length === 0) {
-    throw new Error(
+    throw new AtlassianSiteNotAccessibleError(
       `No ${product} sites are accessible to this credential. ` +
         'Reconnect the credential and grant access to the configured Atlassian site.'
     )
@@ -231,7 +243,7 @@ export function selectAtlassianCloudId(
 
   if (resources.length === 1) return resources[0].id
 
-  throw new Error(
+  throw new AtlassianSiteNotAccessibleError(
     `Could not match ${product} domain "${domain}" to any accessible resource. ` +
       `Available sites: ${resources.map((r) => r.url).join(', ')}`
   )
diff --git a/apps/sim/lib/knowledge/connectors/member-observations.ts b/apps/sim/lib/knowledge/connectors/member-observations.ts
new file mode 100644
index 00000000000..32457ac72c6
--- /dev/null
+++ b/apps/sim/lib/knowledge/connectors/member-observations.ts
@@ -0,0 +1,383 @@
+import { db } from '@sim/db'
+import {
+  document,
+  knowledgeConnector,
+  knowledgeConnectorMember,
+  knowledgeDocumentObservation,
+} from '@sim/db/schema'
+import {
+  and,
+  eq,
+  exists,
+  inArray,
+  isNotNull,
+  isNull,
+  lt,
+  ne,
+  notExists,
+  or,
+  sql,
+} from 'drizzle-orm'
+import type { DbOrTx } from '@/lib/db/types'
+import {
+  MEMBER_OBSERVATION_STALE_AFTER_HOURS,
+  MEMBER_PURGE_MAX_PER_RUN,
+  MEMBER_TOMBSTONE_PURGE_DAYS,
+} from '@/lib/knowledge/connectors/sync-limits'
+import type { SyncRunLease } from '@/lib/knowledge/connectors/sync-lock'
+import {
+  type ConnectorSyncDeletionGuard,
+  hardDeleteDocuments,
+} from '@/lib/knowledge/documents/service'
+
+/** Documents rematerialised per `UPDATE`; keeps each statement's bind list and lock footprint small. */
+const MATERIALIZE_BATCH_SIZE = 500
+/** Observation rows written per `INSERT`. */
+const OBSERVATION_BATCH_SIZE = 500
+/** Documents hard-deleted per call, so the lease heartbeat runs between chunks. */
+const PURGE_CHUNK_SIZE = 25
+/** Members one scheduler tick will sweep; the rest wait for the next tick. */
+const STALE_MEMBER_SWEEP_LIMIT = 200
+
+/**
+ * The subject-token aggregate that is a members-mode document's ACL. Ordered
+ * under the "C" collation so the array matches the code-unit order every other
+ * writer of an ACL produces.
+ */
+function observedAcl() {
+  return sql<string[]>`COALESCE((
+    SELECT array_agg(${knowledgeConnectorMember.subjectToken} ORDER BY ${knowledgeConnectorMember.subjectToken} COLLATE "C")
+    FROM ${knowledgeDocumentObservation}
+    JOIN ${knowledgeConnectorMember}
+      ON ${knowledgeConnectorMember.id} = ${knowledgeDocumentObservation.memberId}
+     AND ${knowledgeConnectorMember.status} = 'active'
+    WHERE ${knowledgeDocumentObservation.documentId} = ${document.id}
+  ), '{}'::text[])`
+}
+
+function observationQuery() {
+  return db
+    .select({ one: sql`1` })
+    .from(knowledgeDocumentObservation)
+    .where(eq(knowledgeDocumentObservation.documentId, document.id))
+}
+
+function hasNoObservation() {
+  return notExists(observationQuery())
+}
+
+function hasObservation() {
+  return exists(observationQuery())
+}
+
+/**
+ * Asserts "member M's crawl returned these documents" for this run. Rows that
+ * already existed keep their identity and move to this run; the count of rows
+ * that did not exist before is what the run reports as observations added.
+ */
+export async function recordMemberObservations(
+  executor: DbOrTx,
+  memberId: string,
+  documentIds: readonly string[],
+  runId: string
+): Promise<number> {
+  let added = 0
+  const now = new Date()
+  for (let offset = 0; offset < documentIds.length; offset += OBSERVATION_BATCH_SIZE) {
+    const batch = documentIds.slice(offset, offset + OBSERVATION_BATCH_SIZE)
+    const written = await executor
+      .insert(knowledgeDocumentObservation)
+      .values(batch.map((documentId) => ({ documentId, memberId, lastSeenAt: now, runId })))
+      .onConflictDoUpdate({
+        target: [knowledgeDocumentObservation.documentId, knowledgeDocumentObservation.memberId],
+        set: { lastSeenAt: now, runId },
+      })
+      .returning({ inserted: sql<boolean>`(xmax = 0)` })
+    added += written.filter((row) => row.inserted).length
+  }
+  return added
+}
+
+/**
+ * Removes every observation of one member that this run did not re-assert.
+ * Only called after a full, complete, non-suspect listing: absence from any
+ * other kind of listing says nothing about access.
+ */
+export async function removeUnseenMemberObservations(
+  executor: DbOrTx,
+  memberId: string,
+  runId: string
+): Promise<string[]> {
+  const removed = await executor
+    .delete(knowledgeDocumentObservation)
+    .where(
+      and(
+        eq(knowledgeDocumentObservation.memberId, memberId),
+        ne(knowledgeDocumentObservation.runId, runId)
+      )
+    )
+    .returning({ documentId: knowledgeDocumentObservation.documentId })
+  return removed.map((row) => row.documentId)
+}
+
+/** Every document the given members have observed, for rematerialisation after a membership change. */
+export async function listObservedDocumentIds(
+  executor: DbOrTx,
+  memberIds: readonly string[]
+): Promise<string[]> {
+  if (memberIds.length === 0) return []
+  const rows = await executor
+    .selectDistinct({ documentId: knowledgeDocumentObservation.documentId })
+    .from(knowledgeDocumentObservation)
+    .where(inArray(knowledgeDocumentObservation.memberId, memberIds))
+  return rows.map((row) => row.documentId)
+}
+
+/**
+ * Rewrites `document.acl` from the observation graph: the sorted subject
+ * tokens of every active observer, or nobody. Scoped to the connector so a
+ * document id that was detached or re-owned since it was collected is left
+ * alone.
+ */
+export async function materializeDocumentAcls(
+  connectorId: string,
+  documentIds: Iterable<string>
+): Promise<number> {
+  const ids = [...new Set(documentIds)]
+  let updated = 0
+  for (let offset = 0; offset < ids.length; offset += MATERIALIZE_BATCH_SIZE) {
+    const batch = ids.slice(offset, offset + MATERIALIZE_BATCH_SIZE)
+    const rows = await db
+      .update(document)
+      .set({ acl: observedAcl() })
+      .where(and(inArray(document.id, batch), eq(document.connectorId, connectorId)))
+      .returning({ id: document.id })
+    updated += rows.length
+  }
+  return updated
+}
+
+/** Rewrites every drifted document ACL of the connector; used when membership changes wholesale. */
+export async function materializeAllDocumentAcls(connectorId: string): Promise<number> {
+  const rows = await db
+    .update(document)
+    .set({ acl: observedAcl() })
+    .where(
+      and(
+        eq(document.connectorId, connectorId),
+        isNull(document.archivedAt),
+        sql`${document.acl} IS DISTINCT FROM ${observedAcl()}`
+      )
+    )
+    .returning({ id: document.id })
+  return rows.length
+}
+
+export interface MemberDocumentLifecycleResult {
+  tombstoned: number
+  resurrected: number
+  purged: number
+}
+
+/**
+ * The members-mode document lifecycle, applied idempotently every run:
+ * a document nobody observes (in any member state) is tombstoned, one that is
+ * observed again is resurrected, and one that has stayed unobserved past the
+ * purge window is hard deleted under the run's lease. Existence follows the
+ * observation graph; visibility follows the active observers through the ACL.
+ *
+ * A document whose content refresh failed this run is not resurrected: its
+ * stored content is known-stale, and surfacing it would show pre-tombstone
+ * content as current. It stays tombstoned for a later run to retry.
+ */
+export async function applyMemberDocumentLifecycle(input: {
+  connectorId: string
+  knowledgeBaseId: string
+  runId: string
+  lease: Pick<SyncRunLease, 'beatIfDue'>
+  /** External ids whose refresh did not land this run; withheld from resurrection. */
+  failedExternalIds: ReadonlySet<string>
+}): Promise<MemberDocumentLifecycleResult> {
+  const { connectorId, knowledgeBaseId, runId } = input
+  const now = new Date()
+
+  const tombstoned = await db
+    .update(document)
+    .set({ deletedAt: now })
+    .where(
+      and(
+        eq(document.connectorId, connectorId),
+        eq(document.userExcluded, false),
+        isNull(document.archivedAt),
+        isNull(document.deletedAt),
+        hasNoObservation()
+      )
+    )
+    .returning({ id: document.id })
+
+  const resurrectionCandidates = await db
+    .select({ id: document.id, externalId: document.externalId })
+    .from(document)
+    .where(
+      and(
+        eq(document.connectorId, connectorId),
+        isNull(document.archivedAt),
+        isNotNull(document.deletedAt),
+        hasObservation()
+      )
+    )
+  const resurrectIds = resurrectionCandidates
+    .filter((row) => !row.externalId || !input.failedExternalIds.has(row.externalId))
+    .map((row) => row.id)
+  const resurrected =
+    resurrectIds.length === 0
+      ? []
+      : await db
+          .update(document)
+          .set({ deletedAt: null })
+          .where(
+            and(
+              inArray(document.id, resurrectIds),
+              eq(document.connectorId, connectorId),
+              isNull(document.archivedAt),
+              isNotNull(document.deletedAt)
+            )
+          )
+          .returning({ id: document.id })
+
+  const purgeCutoff = new Date(now.getTime() - MEMBER_TOMBSTONE_PURGE_DAYS * 24 * 60 * 60 * 1000)
+  const purgeCandidates = await db
+    .select({ id: document.id })
+    .from(document)
+    .where(
+      and(
+        eq(document.connectorId, connectorId),
+        eq(document.userExcluded, false),
+        isNull(document.archivedAt),
+        isNotNull(document.deletedAt),
+        lt(document.deletedAt, purgeCutoff),
+        hasNoObservation()
+      )
+    )
+    .limit(MEMBER_PURGE_MAX_PER_RUN)
+
+  const guard: ConnectorSyncDeletionGuard = {
+    connectorId,
+    knowledgeBaseId,
+    syncLockToken: runId,
+    lease: 'member',
+  }
+  let purged = 0
+  const purgeIds = purgeCandidates.map((row) => row.id)
+  for (let offset = 0; offset < purgeIds.length; offset += PURGE_CHUNK_SIZE) {
+    await input.lease.beatIfDue()
+    purged += await hardDeleteDocuments(
+      purgeIds.slice(offset, offset + PURGE_CHUNK_SIZE),
+      runId,
+      connectorId,
+      knowledgeBaseId,
+      guard
+    )
+  }
+
+  return { tombstoned: tombstoned.length, resurrected: resurrected.length, purged }
+}
+
+export interface StaleMemberSweepResult {
+  members: number
+  observationsRemoved: number
+  documentsRematerialized: number
+  docsTombstoned: number
+}
+
+/**
+ * Removes the observations of members whose crawls have stopped, so the
+ * documents only they observed go dark instead of staying readable forever.
+ *
+ * Fail-closed but schedule-relative: an active member is swept only when both
+ * their last start and their last complete listing are older than
+ * `max(24 h, 2 × interval)`, so queue lag in a large group never trips it, and
+ * a suspended member only once they have been suspended past the same window.
+ * The member row survives; the next run that lists for them rebuilds their
+ * observations. Purging is left to a run holding the lease.
+ */
+export async function sweepStaleMemberObservations(now: Date): Promise<StaleMemberSweepResult> {
+  const staleWindow = sql`GREATEST(
+    ${MEMBER_OBSERVATION_STALE_AFTER_HOURS} * INTERVAL '1 hour',
+    2 * ${knowledgeConnector.syncIntervalMinutes} * INTERVAL '1 minute'
+  )`
+  const cutoff = sql`${sql.param(now, knowledgeConnectorMember.lastStartedAt)} - ${staleWindow}`
+  const staleMembers = await db
+    .select({
+      id: knowledgeConnectorMember.id,
+      connectorId: knowledgeConnectorMember.connectorId,
+    })
+    .from(knowledgeConnectorMember)
+    .innerJoin(knowledgeConnector, eq(knowledgeConnector.id, knowledgeConnectorMember.connectorId))
+    .where(
+      and(
+        eq(knowledgeConnector.accessMode, 'members'),
+        isNull(knowledgeConnector.archivedAt),
+        isNull(knowledgeConnector.deletedAt),
+        exists(
+          db
+            .select({ one: sql`1` })
+            .from(knowledgeDocumentObservation)
+            .where(eq(knowledgeDocumentObservation.memberId, knowledgeConnectorMember.id))
+        ),
+        or(
+          and(
+            eq(knowledgeConnectorMember.status, 'active'),
+            lt(knowledgeConnectorMember.createdAt, cutoff),
+            or(
+              isNull(knowledgeConnectorMember.lastStartedAt),
+              lt(knowledgeConnectorMember.lastStartedAt, cutoff)
+            ),
+            or(
+              isNull(knowledgeConnectorMember.lastCompleteListingAt),
+              lt(knowledgeConnectorMember.lastCompleteListingAt, cutoff)
+            )
+          ),
+          and(
+            inArray(knowledgeConnectorMember.status, ['suspended', 'disabled']),
+            lt(knowledgeConnectorMember.suspendedAt, cutoff)
+          )
+        )
+      )
+    )
+    .limit(STALE_MEMBER_SWEEP_LIMIT)
+
+  const result: StaleMemberSweepResult = {
+    members: staleMembers.length,
+    observationsRemoved: 0,
+    documentsRematerialized: 0,
+    docsTombstoned: 0,
+  }
+  for (const member of staleMembers) {
+    const removed = await db
+      .delete(knowledgeDocumentObservation)
+      .where(eq(knowledgeDocumentObservation.memberId, member.id))
+      .returning({ documentId: knowledgeDocumentObservation.documentId })
+    const documentIds = removed.map((row) => row.documentId)
+    result.observationsRemoved += documentIds.length
+    result.documentsRematerialized += await materializeDocumentAcls(member.connectorId, documentIds)
+    if (documentIds.length > 0) {
+      const tombstoned = await db
+        .update(document)
+        .set({ deletedAt: now })
+        .where(
+          and(
+            inArray(document.id, documentIds),
+            eq(document.connectorId, member.connectorId),
+            eq(document.userExcluded, false),
+            isNull(document.archivedAt),
+            isNull(document.deletedAt),
+            hasNoObservation()
+          )
+        )
+        .returning({ id: document.id })
+      result.docsTombstoned += tombstoned.length
+    }
+  }
+  return result
+}
diff --git a/apps/sim/lib/knowledge/connectors/member-queue.test.ts b/apps/sim/lib/knowledge/connectors/member-queue.test.ts
new file mode 100644
index 00000000000..bd8a49d45bc
--- /dev/null
+++ b/apps/sim/lib/knowledge/connectors/member-queue.test.ts
@@ -0,0 +1,212 @@
+/**
+ * @vitest-environment node
+ */
+import { dbChainMockFns, queueTableRows, resetDbChainMock, schemaMock } from '@sim/testing'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockExecuteMemberSync, mockIsTriggerAvailable, mockTrigger, mockResolveRegion } =
+  vi.hoisted(() => ({
+    mockExecuteMemberSync: vi.fn(),
+    mockIsTriggerAvailable: vi.fn(),
+    mockTrigger: vi.fn(),
+    mockResolveRegion: vi.fn(),
+  }))
+
+vi.mock('@/lib/knowledge/connectors/member-sync-engine', () => ({
+  executeMemberSync: mockExecuteMemberSync,
+}))
+vi.mock('@/lib/knowledge/documents/service', () => ({
+  isTriggerAvailable: mockIsTriggerAvailable,
+}))
+vi.mock('@trigger.dev/sdk', () => ({
+  tasks: { trigger: mockTrigger },
+  idempotencyKeys: { create: vi.fn(async (key: string) => key) },
+}))
+vi.mock('@/lib/core/async-jobs/region', () => ({ resolveTriggerRegion: mockResolveRegion }))
+
+import {
+  assertMemberSyncPayload,
+  dispatchMemberSync,
+  MEMBER_SYNC_TASK_ID,
+} from '@/lib/knowledge/connectors/member-queue'
+
+const BILLING = {
+  actorUserId: 'user-1',
+  workspaceId: 'ws-1',
+  organizationId: null,
+  billedAccountUserId: 'owner-1',
+  billingEntity: { type: 'user' as const, id: 'owner-1' },
+  billingPeriod: { start: '2026-09-01T00:00:00.000Z', end: '2026-10-01T00:00:00.000Z' },
+  payerSubscription: null,
+}
+
+const CONNECTOR_ROW = {
+  knowledgeBaseId: 'kb-1',
+  accessMode: 'members',
+  memberSyncStatus: 'idle',
+  nextMemberSyncAt: null,
+  archivedAt: null,
+  deletedAt: null,
+  workspaceId: 'ws-1',
+  kbDeletedAt: null,
+}
+
+describe('member sync queue', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+    mockIsTriggerAvailable.mockReturnValue(true)
+    mockResolveRegion.mockResolvedValue('us')
+    mockExecuteMemberSync.mockResolvedValue({})
+  })
+
+  describe('assertMemberSyncPayload', () => {
+    it('restores a well-formed payload', () => {
+      expect(
+        assertMemberSyncPayload({
+          connectorId: 'c-1',
+          requestId: 'r-1',
+          billingAttribution: BILLING,
+          dispatchToken: 't-1',
+        })
+      ).toEqual({
+        connectorId: 'c-1',
+        requestId: 'r-1',
+        billingAttribution: BILLING,
+        dispatchToken: 't-1',
+      })
+    })
+
+    it.each([
+      ['no connector', { requestId: 'r-1', billingAttribution: BILLING }],
+      ['no request id', { connectorId: 'c-1', billingAttribution: BILLING }],
+      ['no billing attribution', { connectorId: 'c-1', requestId: 'r-1' }],
+      [
+        'a blank token',
+        { connectorId: 'c-1', requestId: 'r-1', billingAttribution: BILLING, dispatchToken: ' ' },
+      ],
+    ])('rejects a payload with %s', (_name, payload) => {
+      expect(() => assertMemberSyncPayload(payload)).toThrow()
+    })
+  })
+
+  describe('dispatchMemberSync', () => {
+    it('takes the queue entry and hands the run to the queue with its token', async () => {
+      queueTableRows(schemaMock.knowledgeConnector, [CONNECTOR_ROW])
+      dbChainMockFns.returning.mockResolvedValueOnce([{ id: 'c-1' }])
+
+      await expect(
+        dispatchMemberSync('c-1', { billingAttribution: BILLING, requestId: 'r-1' })
+      ).resolves.toEqual({ queued: true })
+
+      expect(mockTrigger).toHaveBeenCalledWith(
+        MEMBER_SYNC_TASK_ID,
+        expect.objectContaining({
+          connectorId: 'c-1',
+          requestId: 'r-1',
+          dispatchToken: expect.any(String),
+        }),
+        expect.objectContaining({ region: 'us' })
+      )
+      expect(dbChainMockFns.set).toHaveBeenCalledWith(
+        expect.objectContaining({
+          memberSyncStatus: 'pending',
+          memberSyncLockToken: expect.any(String),
+        })
+      )
+    })
+
+    it('runs in-process with the token when the queue is unavailable', async () => {
+      mockIsTriggerAvailable.mockReturnValue(false)
+      queueTableRows(schemaMock.knowledgeConnector, [CONNECTOR_ROW])
+      dbChainMockFns.returning.mockResolvedValueOnce([{ id: 'c-1' }])
+
+      await expect(
+        dispatchMemberSync('c-1', { billingAttribution: BILLING, requestId: 'r-1' })
+      ).resolves.toEqual({ queued: true })
+
+      expect(mockTrigger).not.toHaveBeenCalled()
+      expect(mockExecuteMemberSync).toHaveBeenCalledWith(
+        'c-1',
+        expect.objectContaining({ billingAttribution: BILLING, dispatchToken: expect.any(String) })
+      )
+    })
+
+    it('releases its own queue entry when the hand-off throws', async () => {
+      queueTableRows(schemaMock.knowledgeConnector, [CONNECTOR_ROW])
+      dbChainMockFns.returning.mockResolvedValueOnce([{ id: 'c-1' }])
+      mockTrigger.mockRejectedValueOnce(new Error('queue down'))
+
+      await expect(
+        dispatchMemberSync('c-1', { billingAttribution: BILLING, requestId: 'r-1' })
+      ).rejects.toThrow('queue down')
+
+      expect(dbChainMockFns.set).toHaveBeenLastCalledWith(
+        expect.objectContaining({
+          memberSyncStatus: 'error',
+          memberSyncLockToken: null,
+          memberSyncLockLeaseAt: null,
+        })
+      )
+    })
+
+    it.each([
+      ['a workspace-mode connector', { accessMode: 'workspace' }, 'does not sync per member'],
+      ['an archived connector', { archivedAt: new Date() }, 'archived or deleted'],
+      [
+        'a running connector on the automatic path',
+        { memberSyncStatus: 'running' },
+        'is running and is not run automatically',
+      ],
+      [
+        'a changed schedule on the automatic path',
+        { nextMemberSyncAt: new Date('2026-09-01T00:00:00Z') },
+        'schedule changed',
+      ],
+    ])('refuses %s without touching the queue', async (_name, overrides, reason) => {
+      queueTableRows(schemaMock.knowledgeConnector, [{ ...CONNECTOR_ROW, ...overrides }])
+
+      const result = await dispatchMemberSync('c-1', {
+        billingAttribution: BILLING,
+        requestId: 'r-1',
+        requireRunnable: true,
+        expectedNextMemberSyncAt: new Date('2026-09-01T06:00:00Z'),
+      })
+
+      expect(result.queued).toBe(false)
+      expect(result.reason).toContain(reason)
+      expect(mockTrigger).not.toHaveBeenCalled()
+      expect(dbChainMockFns.update).not.toHaveBeenCalled()
+    })
+
+    it('explains a queue entry it could not take', async () => {
+      queueTableRows(schemaMock.knowledgeConnector, [CONNECTOR_ROW])
+      dbChainMockFns.returning.mockResolvedValueOnce([])
+      queueTableRows(schemaMock.knowledgeConnector, [
+        {
+          accessMode: 'members',
+          memberSyncStatus: 'idle',
+          syncLockToken: 'content-run',
+          archivedAt: null,
+          deletedAt: null,
+        },
+      ])
+
+      await expect(
+        dispatchMemberSync('c-1', { billingAttribution: BILLING, requestId: 'r-1' })
+      ).resolves.toEqual({
+        queued: false,
+        reason: 'A workspace sync is still running for this connector',
+      })
+      expect(mockTrigger).not.toHaveBeenCalled()
+    })
+
+    it('refuses billing attribution for another workspace', async () => {
+      queueTableRows(schemaMock.knowledgeConnector, [{ ...CONNECTOR_ROW, workspaceId: 'ws-2' }])
+
+      await expect(
+        dispatchMemberSync('c-1', { billingAttribution: BILLING, requestId: 'r-1' })
+      ).rejects.toThrow('does not match connector workspace ws-2')
+    })
+  })
+})
diff --git a/apps/sim/lib/knowledge/connectors/member-queue.ts b/apps/sim/lib/knowledge/connectors/member-queue.ts
new file mode 100644
index 00000000000..e556e3afaf9
--- /dev/null
+++ b/apps/sim/lib/knowledge/connectors/member-queue.ts
@@ -0,0 +1,313 @@
+import { db } from '@sim/db'
+import { knowledgeBase, knowledgeConnector } from '@sim/db/schema'
+import { createLogger } from '@sim/logger'
+import { toError } from '@sim/utils/errors'
+import { generateId } from '@sim/utils/id'
+import { isRecordLike } from '@sim/utils/object'
+import { idempotencyKeys, tasks } from '@trigger.dev/sdk'
+import { and, eq, inArray, isNull } from 'drizzle-orm'
+import {
+  assertBillingAttributionSnapshot,
+  type BillingAttributionSnapshot,
+} from '@/lib/billing/core/billing-attribution'
+import { resolveTriggerRegion } from '@/lib/core/async-jobs/region'
+import { executeMemberSync } from '@/lib/knowledge/connectors/member-sync-engine'
+import {
+  SYNC_DISPATCH_FAILED_ERROR,
+  type SyncDispatchResult,
+} from '@/lib/knowledge/connectors/queue'
+import { connectorIsLive } from '@/lib/knowledge/connectors/sync-lock'
+import { isTriggerAvailable } from '@/lib/knowledge/documents/service'
+
+const logger = createLogger('ConnectorMemberSyncQueue')
+
+export const MEMBER_SYNC_TASK_ID = 'knowledge-connector-member-sync'
+
+/**
+ * Member-sync states a run may be queued from. `pending` is deliberately
+ * absent here and present in the engine's lock acquisition: a queue entry is
+ * taken once, and the run that consumes it proves it by token.
+ */
+export const QUEUEABLE_MEMBER_SYNC_STATUSES = ['idle', 'error'] as const
+
+export interface MemberSyncPayload {
+  connectorId: string
+  requestId: string
+  billingAttribution: BillingAttributionSnapshot
+  /** The queue entry this task is allowed to consume; see `ConnectorSyncPayload.dispatchToken`. */
+  dispatchToken?: string
+}
+
+export interface DispatchMemberSyncOptions {
+  billingAttribution: BillingAttributionSnapshot
+  /** The scheduled instant this dispatch was made for; a changed schedule makes it stale. */
+  expectedNextMemberSyncAt?: Date
+  /** Skip automatic work unless the connector is idle or recovering from an error. */
+  requireRunnable?: boolean
+  requestId?: string
+}
+
+function isNonEmptyString(value: unknown): value is string {
+  return typeof value === 'string' && value.trim().length > 0
+}
+
+/** Restores and validates member-sync work crossing the asynchronous boundary. */
+export function assertMemberSyncPayload(value: unknown): MemberSyncPayload {
+  if (!isRecordLike(value)) {
+    throw new Error('Member sync payload must be an object')
+  }
+  if (!isNonEmptyString(value.connectorId) || !isNonEmptyString(value.requestId)) {
+    throw new Error('Member sync payload requires connectorId and requestId')
+  }
+  if (value.dispatchToken !== undefined && !isNonEmptyString(value.dispatchToken)) {
+    throw new Error('Member sync payload dispatchToken must be a string when provided')
+  }
+  if (value.billingAttribution === undefined) {
+    throw new Error('Member sync payload requires billing attribution')
+  }
+  return {
+    connectorId: value.connectorId,
+    requestId: value.requestId,
+    billingAttribution: assertBillingAttributionSnapshot(value.billingAttribution),
+    dispatchToken: value.dispatchToken as string | undefined,
+  }
+}
+
+/**
+ * Takes the member-sync queue entry, mirroring `markSyncPending` over the
+ * member lease columns. Refuses while the content engine holds its lock, so
+ * the two engines can never be queued against one connector at once.
+ */
+async function markMemberSyncPending(connectorId: string): Promise<string | null> {
+  const dispatchToken = generateId()
+  const now = new Date()
+  const taken = await db
+    .update(knowledgeConnector)
+    .set({
+      memberSyncStatus: 'pending',
+      memberSyncLockToken: dispatchToken,
+      memberSyncLockLeaseAt: now,
+      updatedAt: now,
+    })
+    .where(
+      and(
+        eq(knowledgeConnector.id, connectorId),
+        eq(knowledgeConnector.accessMode, 'members'),
+        inArray(knowledgeConnector.memberSyncStatus, QUEUEABLE_MEMBER_SYNC_STATUSES),
+        isNull(knowledgeConnector.memberSyncLockToken),
+        isNull(knowledgeConnector.syncLockToken),
+        connectorIsLive()
+      )
+    )
+    .returning({ id: knowledgeConnector.id })
+  return taken.length > 0 ? dispatchToken : null
+}
+
+async function describeUnacceptedMemberSync(connectorId: string): Promise<string> {
+  const [row] = await db
+    .select({
+      accessMode: knowledgeConnector.accessMode,
+      memberSyncStatus: knowledgeConnector.memberSyncStatus,
+      syncLockToken: knowledgeConnector.syncLockToken,
+      archivedAt: knowledgeConnector.archivedAt,
+      deletedAt: knowledgeConnector.deletedAt,
+    })
+    .from(knowledgeConnector)
+    .where(eq(knowledgeConnector.id, connectorId))
+    .limit(1)
+  if (!row) return 'Connector no longer exists'
+  if (row.archivedAt || row.deletedAt) return 'Connector has been archived or deleted'
+  if (row.accessMode !== 'members') return 'Connector no longer syncs per member'
+  if (row.syncLockToken) return 'A workspace sync is still running for this connector'
+  if (row.memberSyncStatus === 'disabled') return 'Member sync is disabled for this connector'
+  return 'A member sync is already queued or running for this connector'
+}
+
+/**
+ * Releases a queued member sync whose hand-off threw. Guarded on this
+ * dispatch's own token so a late failure can never clear a replacement's
+ * entry, and deliberately not laddered: the queue threw, not the connector.
+ */
+async function releaseFailedMemberDispatch(
+  connectorId: string,
+  dispatchToken: string,
+  error: unknown
+): Promise<void> {
+  const now = new Date()
+  try {
+    await db
+      .update(knowledgeConnector)
+      .set({
+        memberSyncStatus: 'error',
+        lastMemberSyncError: SYNC_DISPATCH_FAILED_ERROR,
+        nextMemberSyncAt: now,
+        memberSyncLockToken: null,
+        memberSyncLockLeaseAt: null,
+        updatedAt: now,
+      })
+      .where(
+        and(
+          eq(knowledgeConnector.id, connectorId),
+          eq(knowledgeConnector.memberSyncStatus, 'pending'),
+          eq(knowledgeConnector.memberSyncLockToken, dispatchToken),
+          connectorIsLive()
+        )
+      )
+  } catch (releaseError) {
+    logger.error('Failed to release a connector whose member sync dispatch failed', {
+      connectorId,
+      dispatchError: toError(error).message,
+      releaseError: toError(releaseError).message,
+    })
+  }
+}
+
+/** Dispatches one members-mode run with billing attribution fixed by the caller. */
+export async function dispatchMemberSync(
+  connectorId: string,
+  options: DispatchMemberSyncOptions
+): Promise<SyncDispatchResult> {
+  if (!isNonEmptyString(connectorId)) {
+    throw new Error('Member sync dispatch requires a connector ID')
+  }
+  if (
+    options.requireRunnable &&
+    (!(options.expectedNextMemberSyncAt instanceof Date) ||
+      Number.isNaN(options.expectedNextMemberSyncAt.getTime()))
+  ) {
+    throw new Error('Automatic member sync dispatch requires the expected next sync time')
+  }
+
+  const requestId = options.requestId ?? generateId()
+  const payload = assertMemberSyncPayload({
+    connectorId,
+    requestId,
+    billingAttribution: options.billingAttribution,
+  })
+
+  const [row] = await db
+    .select({
+      knowledgeBaseId: knowledgeConnector.knowledgeBaseId,
+      accessMode: knowledgeConnector.accessMode,
+      memberSyncStatus: knowledgeConnector.memberSyncStatus,
+      nextMemberSyncAt: knowledgeConnector.nextMemberSyncAt,
+      archivedAt: knowledgeConnector.archivedAt,
+      deletedAt: knowledgeConnector.deletedAt,
+      workspaceId: knowledgeBase.workspaceId,
+      kbDeletedAt: knowledgeBase.deletedAt,
+    })
+    .from(knowledgeConnector)
+    .innerJoin(knowledgeBase, eq(knowledgeBase.id, knowledgeConnector.knowledgeBaseId))
+    .where(eq(knowledgeConnector.id, connectorId))
+    .limit(1)
+
+  if (!row) {
+    logger.warn('Skipping member sync dispatch: connector not found', { connectorId, requestId })
+    return { queued: false, reason: 'Connector no longer exists' }
+  }
+  if (row.kbDeletedAt) {
+    logger.warn('Skipping member sync dispatch: knowledge base is deleted', {
+      connectorId,
+      knowledgeBaseId: row.knowledgeBaseId,
+      requestId,
+    })
+    await db
+      .update(knowledgeConnector)
+      .set({
+        memberSyncStatus: 'error',
+        nextMemberSyncAt: null,
+        lastMemberSyncError: 'Knowledge base deleted',
+        memberSyncLockToken: null,
+        memberSyncLockLeaseAt: null,
+        updatedAt: new Date(),
+      })
+      .where(eq(knowledgeConnector.id, connectorId))
+    return { queued: false, reason: 'Knowledge base has been deleted' }
+  }
+  if (row.archivedAt || row.deletedAt) {
+    return { queued: false, reason: 'Connector has been archived or deleted' }
+  }
+  if (row.accessMode !== 'members') {
+    return { queued: false, reason: 'Connector does not sync per member' }
+  }
+  if (
+    payload.dispatchToken === undefined &&
+    options.requireRunnable &&
+    !QUEUEABLE_MEMBER_SYNC_STATUSES.some((status) => status === row.memberSyncStatus)
+  ) {
+    return {
+      queued: false,
+      reason: `Member sync is ${row.memberSyncStatus} and is not run automatically`,
+    }
+  }
+  if (
+    options.expectedNextMemberSyncAt &&
+    row.nextMemberSyncAt?.getTime() !== options.expectedNextMemberSyncAt.getTime()
+  ) {
+    return {
+      queued: false,
+      reason: 'The member sync schedule changed after this run was scheduled',
+    }
+  }
+  if (!row.workspaceId) {
+    throw new Error(`Connector ${connectorId} is missing workspace billing context`)
+  }
+  if (payload.billingAttribution.workspaceId !== row.workspaceId) {
+    throw new Error(
+      `Member sync billing attribution does not match connector workspace ${row.workspaceId}`
+    )
+  }
+
+  const dispatchToken = await markMemberSyncPending(connectorId)
+  if (!dispatchToken) {
+    const reason = await describeUnacceptedMemberSync(connectorId)
+    logger.info('Skipping member sync dispatch: connector is not accepting a queued run', {
+      connectorId,
+      reason,
+      requestId,
+    })
+    return { queued: false, reason }
+  }
+
+  if (isTriggerAvailable()) {
+    try {
+      const idempotencyKey = options.expectedNextMemberSyncAt
+        ? await idempotencyKeys.create(
+            `${MEMBER_SYNC_TASK_ID}:${connectorId}:${options.expectedNextMemberSyncAt.toISOString()}`,
+            { scope: 'global' }
+          )
+        : undefined
+      await tasks.trigger(
+        MEMBER_SYNC_TASK_ID,
+        { ...payload, dispatchToken },
+        {
+          ...(idempotencyKey ? { idempotencyKey } : {}),
+          tags: [
+            `connectorId:${connectorId}`,
+            `knowledgeBaseId:${row.knowledgeBaseId}`,
+            `workspaceId:${row.workspaceId}`,
+            `userId:${payload.billingAttribution.actorUserId}`,
+          ],
+          region: await resolveTriggerRegion(),
+        }
+      )
+    } catch (error) {
+      await releaseFailedMemberDispatch(connectorId, dispatchToken, error)
+      throw error
+    }
+    logger.info('Dispatched member sync to Trigger.dev', { connectorId, requestId })
+    return { queued: true }
+  }
+
+  executeMemberSync(connectorId, {
+    billingAttribution: payload.billingAttribution,
+    dispatchToken,
+  }).catch(async (error) => {
+    logger.error(`Member sync failed for connector ${connectorId}`, {
+      error: toError(error).message,
+      requestId,
+    })
+    await releaseFailedMemberDispatch(connectorId, dispatchToken, error)
+  })
+  return { queued: true }
+}
diff --git a/apps/sim/lib/knowledge/connectors/member-sync-engine.test.ts b/apps/sim/lib/knowledge/connectors/member-sync-engine.test.ts
new file mode 100644
index 00000000000..7fe0d06e932
--- /dev/null
+++ b/apps/sim/lib/knowledge/connectors/member-sync-engine.test.ts
@@ -0,0 +1,175 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it, vi } from 'vitest'
+
+vi.mock('@/connectors/registry.server', () => ({ CONNECTOR_REGISTRY: {} }))
+vi.mock('@/lib/knowledge/documents/service', () => ({
+  hardDeleteDocuments: vi.fn(),
+  processDocumentsWithQueue: vi.fn(),
+  ConnectorSyncDeletionGuardError: class ConnectorSyncDeletionGuardError extends Error {},
+}))
+vi.mock('@/lib/knowledge/connectors/member-access', () => ({
+  KnowledgeConnectorMemberAccessDeniedError: class extends Error {},
+  listKnowledgeConnectorMemberCredentials: vi.fn(),
+  mintKnowledgeConnectorMemberToken: vi.fn(),
+}))
+vi.mock('@/lib/billing/core/workspace-access', () => ({
+  getWorkspaceOwnerSubscriptionAccess: vi.fn(),
+}))
+vi.mock('@/lib/credential-groups/availability', () => ({ isCredentialGroupsAvailable: vi.fn() }))
+
+import {
+  admitMemberListing,
+  buildMemberSyncFailureUpdate,
+  deriveMemberActive,
+  memberFailureBackoffMs,
+  nextMemberSyncTime,
+  shouldListFully,
+} from '@/lib/knowledge/connectors/member-sync-engine'
+import {
+  CONNECTOR_AUTO_DISABLED_ERROR,
+  MAX_CONSECUTIVE_FAILURES,
+  MEMBER_FULL_RECRAWL_MINUTES,
+} from '@/lib/knowledge/connectors/sync-limits'
+import { CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS } from '@/lib/knowledge/connectors/sync-primitives'
+import type { ExternalDocument } from '@/connectors/types'
+
+function doc(externalId: string, content = 'x'): ExternalDocument {
+  return { externalId, title: externalId, content, mimeType: 'text/plain', metadata: {} }
+}
+
+describe('member sync engine decisions', () => {
+  describe('deriveMemberActive', () => {
+    const live = { groupActive: true, optionActive: true }
+
+    it.each([
+      ['active credential in a live enrollment', 'active', 'completed', live, true],
+      ['active credential mid-enrollment', 'active', 'in_progress', live, true],
+      ['credential needing re-auth', 'needs_reauth', 'completed', live, false],
+      ['revoked credential', 'revoked', 'completed', live, false],
+      ['revoked enrollment', 'active', 'revoked', live, false],
+      ['invited-only enrollment', 'active', 'invited', live, false],
+      ['disabled option', 'active', 'completed', { groupActive: true, optionActive: false }, false],
+      ['disabled group', 'active', 'completed', { groupActive: false, optionActive: true }, false],
+    ] as const)('%s', (_name, managedOauthStatus, enrollmentStatus, option, expected) => {
+      expect(deriveMemberActive({ managedOauthStatus, enrollmentStatus }, option)).toBe(expected)
+    })
+  })
+
+  describe('shouldListFully', () => {
+    const now = new Date('2026-09-01T12:00:00Z')
+
+    it('lists fully before any complete listing exists', () => {
+      expect(shouldListFully(null, null, now)).toBe(true)
+      expect(shouldListFully(now, null, now)).toBe(true)
+      expect(shouldListFully(null, now, now)).toBe(true)
+    })
+
+    it('lists incrementally inside the recrawl window and fully once it elapses', () => {
+      const windowMs = MEMBER_FULL_RECRAWL_MINUTES * 60 * 1000
+      const recent = new Date(now.getTime() - windowMs + 60_000)
+      const stale = new Date(now.getTime() - windowMs)
+      expect(shouldListFully(recent, recent, now)).toBe(false)
+      expect(shouldListFully(stale, stale, now)).toBe(true)
+    })
+  })
+
+  describe('memberFailureBackoffMs', () => {
+    it('doubles on the connector interval and caps at a day', () => {
+      expect(memberFailureBackoffMs(1, 60)).toBe(60 * 60 * 1000)
+      expect(memberFailureBackoffMs(2, 60)).toBe(2 * 60 * 60 * 1000)
+      expect(memberFailureBackoffMs(3, 60)).toBe(4 * 60 * 60 * 1000)
+      expect(memberFailureBackoffMs(10, 60)).toBe(24 * 60 * 60 * 1000)
+      expect(memberFailureBackoffMs(40, 60)).toBe(24 * 60 * 60 * 1000)
+    })
+
+    it('paces a manual-only connector on an hourly base', () => {
+      expect(memberFailureBackoffMs(1, 0)).toBe(60 * 60 * 1000)
+    })
+  })
+
+  describe('buildMemberSyncFailureUpdate', () => {
+    const now = new Date('2026-09-01T12:00:00Z')
+
+    it('re-enters the shared ladder over the member columns and releases the lease', () => {
+      const update = buildMemberSyncFailureUpdate(now, 0, 'boom')
+      expect(update.memberSyncStatus).toBe('error')
+      expect(update.lastMemberSyncError).toBe('boom')
+      expect(update.memberSyncConsecutiveFailures).toBe(1)
+      expect(update.nextMemberSyncAt?.getTime()).toBeGreaterThan(now.getTime())
+      expect(update.memberSyncLockToken).toBeNull()
+      expect(update.memberSyncLockLeaseAt).toBeNull()
+    })
+
+    it('disables after the shared threshold with the shared message', () => {
+      const update = buildMemberSyncFailureUpdate(now, MAX_CONSECUTIVE_FAILURES - 1, 'boom')
+      expect(update.memberSyncStatus).toBe('disabled')
+      expect(update.lastMemberSyncError).toBe(CONNECTOR_AUTO_DISABLED_ERROR)
+      expect(update.nextMemberSyncAt).toBeNull()
+    })
+
+    it('honours a longer provider retry hint but never a shorter one', () => {
+      const ladder = buildMemberSyncFailureUpdate(now, 0, 'boom').nextMemberSyncAt!.getTime()
+      const longer = buildMemberSyncFailureUpdate(now, 0, 'boom', 6 * 60 * 60 * 1000)
+      const shorter = buildMemberSyncFailureUpdate(now, 0, 'boom', 1000)
+      expect(longer.nextMemberSyncAt!.getTime()).toBe(now.getTime() + 6 * 60 * 60 * 1000)
+      expect(shorter.nextMemberSyncAt!.getTime()).toBe(ladder)
+    })
+  })
+
+  describe('nextMemberSyncTime', () => {
+    const now = new Date('2026-09-01T12:00:00Z')
+
+    it('re-dispatches immediately while members remain due', () => {
+      expect(nextMemberSyncTime(now, 1440, true)).toEqual(now)
+      expect(nextMemberSyncTime(now, 0, true)).toEqual(now)
+    })
+
+    it('schedules the interval plus bounded jitter, or nothing for a manual connector', () => {
+      const next = nextMemberSyncTime(now, 60, false)!
+      expect(next.getTime()).toBeGreaterThanOrEqual(now.getTime() + 60 * 60 * 1000)
+      expect(next.getTime()).toBeLessThanOrEqual(now.getTime() + 60 * 60 * 1000 + 300_000)
+      expect(nextMemberSyncTime(now, 0, false)).toBeNull()
+    })
+  })
+
+  describe('admitMemberListing', () => {
+    it('keeps the first writer and records every observer', () => {
+      const union = new Map()
+      const first = admitMemberListing(union, 'm-1', [doc('a', 'first'), doc('b')], 'c-1', 0)
+      const second = admitMemberListing(
+        union,
+        'm-2',
+        [doc('a', 'second'), doc('c')],
+        'c-1',
+        first.retainedBytes
+      )
+
+      expect([...first.seenExternalIds]).toEqual(['a', 'b'])
+      expect([...second.seenExternalIds]).toEqual(['a', 'c'])
+      expect(union.get('a')).toEqual({ document: doc('a', 'first'), observers: ['m-1', 'm-2'] })
+      expect(union.get('b')?.observers).toEqual(['m-1'])
+      expect(union.get('c')?.observers).toEqual(['m-2'])
+      expect(second.retainedBytes).toBeGreaterThan(first.retainedBytes)
+    })
+
+    it('counts a member once per external id even when their listing repeats it', () => {
+      const union = new Map()
+      const admitted = admitMemberListing(union, 'm-1', [doc('a'), doc('a')], 'c-1', 0)
+      expect(admitted.seenExternalIds.size).toBe(1)
+      expect(union.get('a')?.observers).toEqual(['m-1'])
+    })
+
+    it('holds the union to the working-set ceiling', () => {
+      const union = new Map()
+      const documents = Array.from({ length: CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS }, (_, index) =>
+        doc(`d-${index}`)
+      )
+      admitMemberListing(union, 'm-1', documents, 'c-1', 0)
+      expect(() => admitMemberListing(union, 'm-2', [doc('overflow')], 'c-1', 0)).toThrow(
+        'exceeds the safe per-corpus limit'
+      )
+    })
+  })
+})
diff --git a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
new file mode 100644
index 00000000000..329da0eeb75
--- /dev/null
+++ b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
@@ -0,0 +1,1298 @@
+import { db } from '@sim/db'
+import {
+  document,
+  knowledgeBase,
+  knowledgeConnector,
+  knowledgeConnectorMember,
+  knowledgeConnectorMemberSyncLog,
+} from '@sim/db/schema'
+import { createLogger } from '@sim/logger'
+import { getErrorMessage, toError } from '@sim/utils/errors'
+import { generateId } from '@sim/utils/id'
+import { randomInt } from '@sim/utils/random'
+import { and, eq, inArray, isNull, lte, or, sql } from 'drizzle-orm'
+import {
+  assertBillingAttributionSnapshot,
+  type BillingAttributionSnapshot,
+} from '@/lib/billing/core/billing-attribution'
+import { getWorkspaceOwnerSubscriptionAccess } from '@/lib/billing/core/workspace-access'
+import { isCredentialGroupsAvailable } from '@/lib/credential-groups/availability'
+import {
+  type CredentialGroupOptionCredentialReference,
+  loadCredentialGroupCredentialListContext,
+} from '@/lib/credential-groups/credentials'
+import { EMPTY_ACL, subjectToken } from '@/lib/knowledge/access/tokens'
+import {
+  KnowledgeConnectorMemberAccessDeniedError,
+  listKnowledgeConnectorMemberCredentials,
+  mintKnowledgeConnectorMemberToken,
+} from '@/lib/knowledge/connectors/member-access'
+import {
+  applyMemberDocumentLifecycle,
+  listObservedDocumentIds,
+  materializeDocumentAcls,
+  recordMemberObservations,
+  removeUnseenMemberObservations,
+} from '@/lib/knowledge/connectors/member-observations'
+import {
+  CONNECTOR_AUTO_DISABLED_ERROR,
+  CONNECTOR_FAILURE_BACKOFF_CAP_MINUTES,
+  connectorFailureBackoffMinutes,
+  MAX_CONSECUTIVE_FAILURES,
+  MEMBER_FULL_RECRAWL_MINUTES,
+  MEMBER_SUSPENDED_PURGE_DAYS,
+  MEMBER_SYNC_MAX_PAGES_PER_MEMBER,
+  MEMBER_SYNC_SOFT_BUDGET_SECONDS,
+} from '@/lib/knowledge/connectors/sync-limits'
+import {
+  createMemberSyncLease,
+  holdsMemberSyncLockToken,
+  SyncLockLostException,
+  stillHoldsMemberSyncLock,
+} from '@/lib/knowledge/connectors/sync-lock'
+import type { KnowledgeBaseOwner } from '@/lib/knowledge/connectors/sync-persistence'
+import {
+  addSourcePagePayloadBytes,
+  ConnectorDeletedException,
+  ConnectorSyncCapacityError,
+  ConnectorSyncWorkingSetLimitError,
+  classifyListing,
+  classifySuspectListing,
+  createSyncRunState,
+  loadOwnedCorpus,
+  processDocOps,
+  RETRY_WINDOW_DAYS,
+  runListingPass,
+  sourcePageFitsSyncWorkingSet,
+  sweepStuckDocuments,
+  syncWorkingSetQueryLimit,
+} from '@/lib/knowledge/connectors/sync-primitives'
+import { getRetryAfterMs, isRateLimitError } from '@/lib/knowledge/documents/utils'
+import { CONNECTOR_REGISTRY } from '@/connectors/registry.server'
+import type {
+  ConnectorConfig,
+  ExternalDocument,
+  SyncResult,
+  SyncSkipReason,
+} from '@/connectors/types'
+
+const logger = createLogger('ConnectorMemberSyncEngine')
+
+/** Observers tried, in listing order, before a document's hydration is given up on. */
+const HYDRATION_OBSERVER_ATTEMPTS = 3
+/** A minted token is reused for this long before the member is re-minted. */
+const MEMBER_TOKEN_REUSE_MS = 45 * 60 * 1000
+/** Overlap subtracted from a member's incremental watermark, covering source clock skew. */
+const INCREMENTAL_OVERLAP_MS = 5 * 60 * 1000
+/** Rows rewritten per statement while finishing a mode switch's ACL rewrite. */
+const ACCESS_REWRITE_BATCH_SIZE = 1000
+/** Member rows read per page while reconciling membership. */
+const MEMBER_CREDENTIAL_PAGE_SIZE = 100
+/** Backoff ceiling for one member's failure ladder. */
+const MEMBER_BACKOFF_CAP_MS = 24 * 60 * 60 * 1000
+/** Interval a manual-only connector (interval 0) uses to pace member retries. */
+const MEMBER_BACKOFF_BASE_MINUTES = 60
+
+export interface MemberSyncResult extends SyncResult {
+  membersClaimed: number
+  membersCompleted: number
+  membersIncomplete: number
+  membersFailed: number
+  /** Whether members were still due when the run's budget ended. */
+  membersRemaining: boolean
+  docsListed: number
+  docsHydratedOnce: number
+  observationsAdded: number
+  observationsRemoved: number
+  docsTombstoned: number
+  docsResurrected: number
+  docsPurged: number
+  credentialsAudited: number
+}
+
+export interface ExecuteMemberSyncOptions {
+  billingAttribution: BillingAttributionSnapshot
+  /** The queue entry this run is allowed to consume; see `MemberSyncPayload.dispatchToken`. */
+  dispatchToken?: string
+}
+
+type MemberRow = typeof knowledgeConnectorMember.$inferSelect
+
+/** One member's credential as the option reports it, with the membership state it implies. */
+export interface MemberCredentialSnapshot {
+  credentialId: string
+  subjectToken: string
+  active: boolean
+}
+
+/** What one member's listing established for this run. */
+interface MemberListingOutcome {
+  member: MemberRow
+  listingStartedAt: Date
+  seenExternalIds: Set<string>
+  listedCount: number
+  full: boolean
+  complete: boolean
+  suspect: boolean
+}
+
+interface UnionEntry {
+  document: ExternalDocument
+  /** Member ids whose listings returned the document, in listing order. */
+  observers: string[]
+}
+
+function emptyResult(): MemberSyncResult {
+  return {
+    docsAdded: 0,
+    docsUpdated: 0,
+    docsDeleted: 0,
+    docsUnchanged: 0,
+    docsSkipped: 0,
+    docsFailed: 0,
+    processingDispatch: { requested: 0, accepted: 0, failed: 0 },
+    membersClaimed: 0,
+    membersCompleted: 0,
+    membersIncomplete: 0,
+    membersFailed: 0,
+    membersRemaining: false,
+    docsListed: 0,
+    docsHydratedOnce: 0,
+    observationsAdded: 0,
+    observationsRemoved: 0,
+    docsTombstoned: 0,
+    docsResurrected: 0,
+    docsPurged: 0,
+    credentialsAudited: 0,
+  }
+}
+
+function skipped(result: MemberSyncResult, skipReason: SyncSkipReason): MemberSyncResult {
+  return { ...result, skipReason }
+}
+
+/**
+ * Whether a credential collected under the option currently makes its owner an
+ * active member: the credential is usable, the enrollment is live, and the
+ * option and group are still active. Anything else suspends the member, which
+ * drops their token from every ACL but keeps their observations.
+ */
+export function deriveMemberActive(
+  credential: Pick<
+    CredentialGroupOptionCredentialReference,
+    'managedOauthStatus' | 'enrollmentStatus'
+  >,
+  option: { groupActive: boolean; optionActive: boolean }
+): boolean {
+  return (
+    option.groupActive &&
+    option.optionActive &&
+    credential.managedOauthStatus === 'active' &&
+    (credential.enrollmentStatus === 'in_progress' || credential.enrollmentStatus === 'completed')
+  )
+}
+
+/**
+ * Whether a member needs a full listing this run. Only a full listing grants
+ * or removes access, so every member gets one at least every
+ * {@link MEMBER_FULL_RECRAWL_MINUTES}; between them, an incremental listing
+ * refreshes content only.
+ */
+export function shouldListFully(
+  memberSyncedThrough: Date | null,
+  lastCompleteListingAt: Date | null,
+  now: Date
+): boolean {
+  if (!memberSyncedThrough || !lastCompleteListingAt) return true
+  return now.getTime() - lastCompleteListingAt.getTime() >= MEMBER_FULL_RECRAWL_MINUTES * 60 * 1000
+}
+
+/** The next attempt for a member whose listing threw: exponential on the connector's interval, capped at a day. */
+export function memberFailureBackoffMs(failures: number, syncIntervalMinutes: number): number {
+  const baseMinutes = syncIntervalMinutes > 0 ? syncIntervalMinutes : MEMBER_BACKOFF_BASE_MINUTES
+  const exponent = Math.min(Math.max(failures, 1) - 1, 20)
+  return Math.min(2 ** exponent * baseMinutes * 60 * 1000, MEMBER_BACKOFF_CAP_MS)
+}
+
+/**
+ * The connector row a failed run writes: the content engine's ladder over the
+ * member columns, so a connector that keeps failing per member backs off and
+ * eventually disables exactly as a workspace-mode one does.
+ */
+export function buildMemberSyncFailureUpdate(
+  now: Date,
+  previousFailures: number | null | undefined,
+  errorMessage: string,
+  retryAfterMs?: number
+) {
+  const failures = (previousFailures ?? 0) + 1
+  const disabled = failures >= MAX_CONSECUTIVE_FAILURES
+  const failureBackoffMs = connectorFailureBackoffMinutes(failures) * 60 * 1000
+  const maximumBackoffMs = CONNECTOR_FAILURE_BACKOFF_CAP_MINUTES * 60 * 1000
+  const providerBackoffMs =
+    typeof retryAfterMs === 'number' && Number.isFinite(retryAfterMs) && retryAfterMs > 0
+      ? Math.min(retryAfterMs, maximumBackoffMs)
+      : 0
+  return {
+    memberSyncStatus: (disabled ? 'disabled' : 'error') as 'disabled' | 'error',
+    lastMemberSyncError: disabled ? CONNECTOR_AUTO_DISABLED_ERROR : errorMessage,
+    nextMemberSyncAt: disabled
+      ? null
+      : new Date(now.getTime() + Math.max(failureBackoffMs, providerBackoffMs)),
+    memberSyncConsecutiveFailures: failures,
+    memberSyncLockToken: null,
+    memberSyncLockLeaseAt: null,
+    updatedAt: now,
+  }
+}
+
+/** The next scheduled run: immediately while members remain due, else the interval plus jitter. */
+export function nextMemberSyncTime(
+  now: Date,
+  syncIntervalMinutes: number,
+  membersRemaining: boolean
+): Date | null {
+  if (membersRemaining) return now
+  if (syncIntervalMinutes <= 0) return null
+  const jitterMs = randomInt(0, Math.min(syncIntervalMinutes * 6_000, 300_000))
+  return new Date(now.getTime() + syncIntervalMinutes * 60_000 + jitterMs)
+}
+
+/**
+ * Admits one member's listing into the run's union: first writer wins on a
+ * repeated external id, every writer is recorded as an observer, and the
+ * union is held to the same working-set and payload limits as a single
+ * workspace-mode listing.
+ */
+export function admitMemberListing(
+  union: Map<string, UnionEntry>,
+  memberId: string,
+  documents: readonly ExternalDocument[],
+  connectorId: string,
+  retainedBytes: number
+): { seenExternalIds: Set<string>; retainedBytes: number } {
+  const seenExternalIds = new Set<string>()
+  const admitted: ExternalDocument[] = []
+  for (const doc of documents) {
+    if (seenExternalIds.has(doc.externalId)) continue
+    seenExternalIds.add(doc.externalId)
+    const existing = union.get(doc.externalId)
+    if (existing) {
+      existing.observers.push(memberId)
+      continue
+    }
+    admitted.push(doc)
+  }
+  if (!sourcePageFitsSyncWorkingSet(union.size, admitted.length)) {
+    throw new ConnectorSyncWorkingSetLimitError(connectorId, 'source listing')
+  }
+  const nextBytes = addSourcePagePayloadBytes(retainedBytes, admitted)
+  for (const doc of admitted) {
+    union.set(doc.externalId, { document: doc, observers: [memberId] })
+  }
+  return { seenExternalIds, retainedBytes: nextBytes }
+}
+
+interface MemberSyncRun {
+  connectorId: string
+  knowledgeBaseId: string
+  workspaceId: string
+  runId: string
+  runStartedAt: Date
+  deadlineAt: number
+  result: MemberSyncResult
+  lease: ReturnType<typeof createMemberSyncLease>
+}
+
+/** A token minted for a member, reused within the run until it ages out. */
+interface MemberTokenCache {
+  get(memberId: string): Promise<string>
+}
+
+function createMemberTokenCache(input: {
+  run: MemberSyncRun
+  connectorConfig: Pick<ConnectorConfig, 'auth'>
+  credentialIdByMemberId: Map<string, string>
+}): MemberTokenCache {
+  const tokens = new Map<string, { accessToken: string; mintedAtMs: number }>()
+  const { auth } = input.connectorConfig
+  if (auth.mode !== 'oauth') throw new Error('Members mode requires an OAuth connector')
+  return {
+    async get(memberId) {
+      const cached = tokens.get(memberId)
+      if (cached && Date.now() - cached.mintedAtMs < MEMBER_TOKEN_REUSE_MS)
+        return cached.accessToken
+      const credentialId = input.credentialIdByMemberId.get(memberId)
+      if (!credentialId) throw new Error(`Member ${memberId} has no credential in this run`)
+      const minted = await mintKnowledgeConnectorMemberToken({
+        connectorId: input.run.connectorId,
+        workspaceId: input.run.workspaceId,
+        credentialId,
+        expectedProviderId: auth.provider,
+        requiredScopes: auth.requiredScopes ?? [],
+        runId: input.run.runId,
+      })
+      input.run.result.credentialsAudited += 1
+      tokens.set(memberId, { accessToken: minted.accessToken, mintedAtMs: Date.now() })
+      return minted.accessToken
+    },
+  }
+}
+
+async function acquireMemberSyncLock(
+  connectorId: string,
+  runId: string,
+  dispatchToken: string | undefined
+): Promise<typeof knowledgeConnector.$inferSelect | null> {
+  const now = new Date()
+  const [row] = await db
+    .update(knowledgeConnector)
+    .set({
+      memberSyncStatus: 'running',
+      memberSyncLockToken: runId,
+      memberSyncLockLeaseAt: now,
+      updatedAt: now,
+    })
+    .where(
+      and(
+        eq(knowledgeConnector.id, connectorId),
+        eq(knowledgeConnector.accessMode, 'members'),
+        inArray(knowledgeConnector.memberSyncStatus, ['idle', 'pending', 'error']),
+        ...(dispatchToken ? [eq(knowledgeConnector.memberSyncLockToken, dispatchToken)] : []),
+        isNull(knowledgeConnector.syncLockToken),
+        isNull(knowledgeConnector.archivedAt),
+        isNull(knowledgeConnector.deletedAt)
+      )
+    )
+    .returning()
+  return row ?? null
+}
+
+async function insertMemberSyncLog(runId: string, connectorId: string, startedAt: Date) {
+  await db.insert(knowledgeConnectorMemberSyncLog).values({
+    id: runId,
+    connectorId,
+    status: 'started',
+    startedAt,
+  })
+}
+
+/**
+ * Finishes an ACL rewrite a mode switch left behind before this run lists
+ * anything: every document of the connector is hidden until an observation
+ * makes it visible again.
+ */
+async function finishPendingAccessRewrite(run: MemberSyncRun): Promise<void> {
+  for (;;) {
+    await run.lease.beatIfDue()
+    const rewritten = await db
+      .update(document)
+      .set({ acl: [...EMPTY_ACL] })
+      .where(
+        and(
+          eq(
+            document.id,
+            sql`ANY(ARRAY(
+            SELECT ${document.id} FROM ${document}
+            WHERE ${document.connectorId} = ${run.connectorId}
+              AND cardinality(${document.acl}) > 0
+            LIMIT ${ACCESS_REWRITE_BATCH_SIZE}
+          ))`
+          )
+        )
+      )
+      .returning({ id: document.id })
+    if (rewritten.length < ACCESS_REWRITE_BATCH_SIZE) break
+  }
+  await db
+    .update(knowledgeConnector)
+    .set({ accessRewritePending: false, updatedAt: new Date() })
+    .where(
+      and(
+        eq(knowledgeConnector.id, run.connectorId),
+        stillHoldsMemberSyncLock(run.connectorId, run.runId)
+      )
+    )
+}
+
+interface MembershipReconciliation {
+  /** Documents whose ACL must be rematerialised because an observer's state or token changed. */
+  affectedDocumentIds: Set<string>
+}
+
+/**
+ * Mirrors the credential-group option onto member rows: inserts new
+ * credentials, moves members between active and suspended, rewrites a subject
+ * token that changed, drops members whose credential left the option, and
+ * purges members suspended past the window. Every change that alters what an
+ * observer contributes to an ACL is collected for rematerialisation.
+ */
+async function reconcileMembership(
+  run: MemberSyncRun,
+  binding: { credentialGroupId: string; credentialGroupOptionId: string }
+): Promise<MembershipReconciliation> {
+  const group = await loadCredentialGroupCredentialListContext(binding.credentialGroupId)
+  const option = group?.options.find(
+    (candidate) => candidate.id === binding.credentialGroupOptionId
+  )
+  const optionState = {
+    groupActive: group?.status === 'active',
+    optionActive: option?.status === 'active',
+  }
+
+  const snapshots = new Map<string, MemberCredentialSnapshot>()
+  let cursor: string | undefined
+  do {
+    const page = await listKnowledgeConnectorMemberCredentials({
+      workspaceId: run.workspaceId,
+      credentialGroupId: binding.credentialGroupId,
+      credentialGroupOptionId: binding.credentialGroupOptionId,
+      connectorId: run.connectorId,
+      limit: MEMBER_CREDENTIAL_PAGE_SIZE,
+      cursor,
+    })
+    for (const credential of page.credentials) {
+      snapshots.set(credential.credentialId, {
+        credentialId: credential.credentialId,
+        subjectToken: subjectToken(credential),
+        active: deriveMemberActive(credential, optionState),
+      })
+    }
+    cursor = page.nextCursor ?? undefined
+  } while (cursor)
+
+  const existing = await db
+    .select()
+    .from(knowledgeConnectorMember)
+    .where(eq(knowledgeConnectorMember.connectorId, run.connectorId))
+  const existingByCredential = new Map(existing.map((row) => [row.credentialId, row]))
+  const now = new Date()
+  const purgeCutoff = new Date(now.getTime() - MEMBER_SUSPENDED_PURGE_DAYS * 24 * 60 * 60 * 1000)
+
+  const inserts: (typeof knowledgeConnectorMember.$inferInsert)[] = []
+  const affectedMemberIds: string[] = []
+  const deleteMemberIds: string[] = []
+
+  for (const snapshot of snapshots.values()) {
+    const row = existingByCredential.get(snapshot.credentialId)
+    const status = snapshot.active ? 'active' : 'suspended'
+    if (!row) {
+      inserts.push({
+        id: generateId(),
+        workspaceId: run.workspaceId,
+        connectorId: run.connectorId,
+        credentialId: snapshot.credentialId,
+        subjectToken: snapshot.subjectToken,
+        status,
+        suspendedAt: snapshot.active ? null : now,
+        createdAt: now,
+        updatedAt: now,
+      })
+      continue
+    }
+    if (
+      row.status === 'suspended' &&
+      !snapshot.active &&
+      row.suspendedAt &&
+      row.suspendedAt < purgeCutoff
+    ) {
+      deleteMemberIds.push(row.id)
+      continue
+    }
+    const tokenChanged = row.subjectToken !== snapshot.subjectToken
+    const statusChanged = row.status !== status
+    if (!tokenChanged && !statusChanged) continue
+    await db
+      .update(knowledgeConnectorMember)
+      .set({
+        subjectToken: snapshot.subjectToken,
+        status,
+        suspendedAt: snapshot.active ? null : (row.suspendedAt ?? now),
+        /** A reactivated member is due immediately; their observations may be stale. */
+        ...(statusChanged && snapshot.active
+          ? { nextAttemptAt: null, consecutiveFailures: 0 }
+          : {}),
+        updatedAt: now,
+      })
+      .where(eq(knowledgeConnectorMember.id, row.id))
+    affectedMemberIds.push(row.id)
+  }
+
+  for (const row of existing) {
+    if (!snapshots.has(row.credentialId)) deleteMemberIds.push(row.id)
+  }
+
+  const affectedDocumentIds = new Set<string>()
+  if (deleteMemberIds.length > 0 || affectedMemberIds.length > 0) {
+    for (const documentId of await listObservedDocumentIds(db, [
+      ...deleteMemberIds,
+      ...affectedMemberIds,
+    ])) {
+      affectedDocumentIds.add(documentId)
+    }
+  }
+  if (deleteMemberIds.length > 0) {
+    await db
+      .delete(knowledgeConnectorMember)
+      .where(
+        and(
+          eq(knowledgeConnectorMember.connectorId, run.connectorId),
+          inArray(knowledgeConnectorMember.id, deleteMemberIds)
+        )
+      )
+  }
+  if (inserts.length > 0) {
+    await db.insert(knowledgeConnectorMember).values(inserts).onConflictDoNothing()
+  }
+
+  logger.info('Reconciled members-mode membership', {
+    connectorId: run.connectorId,
+    credentials: snapshots.size,
+    inserted: inserts.length,
+    changed: affectedMemberIds.length,
+    removed: deleteMemberIds.length,
+    groupActive: optionState.groupActive,
+    optionActive: optionState.optionActive,
+  })
+  return { affectedDocumentIds }
+}
+
+/**
+ * Claims the next due member for this run. Sequential by design: one member
+ * at a time keeps first-writer-wins deterministic and lets a single huge
+ * member be aborted at the deadline without touching the others.
+ */
+async function claimNextMember(run: MemberSyncRun): Promise<MemberRow | null> {
+  const [claimed] = await db
+    .update(knowledgeConnectorMember)
+    .set({ lastStartedAt: new Date(), updatedAt: new Date() })
+    .where(
+      and(
+        eq(knowledgeConnectorMember.connectorId, run.connectorId),
+        eq(
+          knowledgeConnectorMember.id,
+          sql`(
+            SELECT ${knowledgeConnectorMember.id} FROM ${knowledgeConnectorMember}
+            WHERE ${knowledgeConnectorMember.connectorId} = ${run.connectorId}
+              AND ${knowledgeConnectorMember.status} = 'active'
+              AND (${knowledgeConnectorMember.nextAttemptAt} IS NULL OR ${knowledgeConnectorMember.nextAttemptAt} <= now())
+              AND (${knowledgeConnectorMember.lastStartedAt} IS NULL OR ${knowledgeConnectorMember.lastStartedAt} < ${sql.param(run.runStartedAt, knowledgeConnectorMember.lastStartedAt)})
+            ORDER BY ${knowledgeConnectorMember.nextAttemptAt} ASC NULLS FIRST, ${knowledgeConnectorMember.lastStartedAt} ASC NULLS FIRST
+            LIMIT 1
+            FOR UPDATE SKIP LOCKED
+          )`
+        )
+      )
+    )
+    .returning()
+  return claimed ?? null
+}
+
+/**
+ * Members still due once this run ends. Deliberately ignores `lastStartedAt`:
+ * a member this run claimed but could not finish is re-armed for now, and the
+ * immediate re-dispatch this count triggers is what lets them finish.
+ */
+async function countDueMembers(run: MemberSyncRun): Promise<number> {
+  const [row] = await db
+    .select({ count: sql<number>`count(*)::int` })
+    .from(knowledgeConnectorMember)
+    .where(
+      and(
+        eq(knowledgeConnectorMember.connectorId, run.connectorId),
+        eq(knowledgeConnectorMember.status, 'active'),
+        or(
+          isNull(knowledgeConnectorMember.nextAttemptAt),
+          lte(knowledgeConnectorMember.nextAttemptAt, new Date())
+        )
+      )
+    )
+  return row?.count ?? 0
+}
+
+async function recordMemberFailure(
+  member: MemberRow,
+  error: unknown,
+  syncIntervalMinutes: number
+): Promise<void> {
+  const failures = member.consecutiveFailures + 1
+  await db
+    .update(knowledgeConnectorMember)
+    .set({
+      consecutiveFailures: failures,
+      nextAttemptAt: new Date(Date.now() + memberFailureBackoffMs(failures, syncIntervalMinutes)),
+      lastError: getErrorMessage(error),
+      updatedAt: new Date(),
+    })
+    .where(eq(knowledgeConnectorMember.id, member.id))
+}
+
+/**
+ * Whether a listing failure means the member simply cannot reach the
+ * configured scope, which is a complete listing of nothing rather than an
+ * error: the folder or space is not shared with them.
+ */
+function isScopeUnavailableError(connectorConfig: ConnectorConfig, error: unknown): boolean {
+  return connectorConfig.isListingScopeUnavailableError?.(error) === true
+}
+
+async function listForMember(input: {
+  run: MemberSyncRun
+  member: MemberRow
+  connectorConfig: ConnectorConfig
+  sourceConfig: Record<string, unknown>
+  tokens: MemberTokenCache
+  syncContext: Record<string, unknown>
+  syncIntervalMinutes: number
+}): Promise<
+  | {
+      kind: 'listed'
+      documents: ExternalDocument[]
+      full: boolean
+      complete: boolean
+      /** The source itself said this member reaches nothing; not a listing shape to doubt. */
+      authoritative: boolean
+      startedAt: Date
+    }
+  | { kind: 'failed' }
+> {
+  const { run, member, connectorConfig, sourceConfig, syncContext } = input
+  const startedAt = new Date()
+  const full = shouldListFully(member.memberSyncedThrough, member.lastCompleteListingAt, startedAt)
+  const lastSyncAt =
+    full || !member.memberSyncedThrough
+      ? undefined
+      : new Date(member.memberSyncedThrough.getTime() - INCREMENTAL_OVERLAP_MS)
+
+  try {
+    const listing = await runListingPass({
+      connectorId: run.connectorId,
+      connectorConfig,
+      sourceConfig,
+      syncContext,
+      lastSyncAt,
+      beforePage: run.lease.beatIfDue,
+      getAccessToken: () => input.tokens.get(member.id),
+      deadlineAt: run.deadlineAt,
+      maxPages: MEMBER_SYNC_MAX_PAGES_PER_MEMBER,
+    })
+    const complete =
+      listing.exhausted &&
+      !listing.budgetAborted &&
+      !syncContext.listingCapped &&
+      !syncContext.reconciliationUnsafe
+    return {
+      kind: 'listed',
+      documents: listing.documents,
+      full,
+      complete,
+      authoritative: false,
+      startedAt,
+    }
+  } catch (error) {
+    if (error instanceof SyncLockLostException || error instanceof ConnectorSyncCapacityError) {
+      throw error
+    }
+    if (isRateLimitError(error)) throw error
+    if (isScopeUnavailableError(connectorConfig, error)) {
+      logger.info('Member cannot reach the configured source scope; treating as an empty listing', {
+        connectorId: run.connectorId,
+        memberId: member.id,
+      })
+      return {
+        kind: 'listed',
+        documents: [],
+        full: true,
+        complete: true,
+        authoritative: true,
+        startedAt,
+      }
+    }
+    logger.warn('Member listing failed', {
+      connectorId: run.connectorId,
+      memberId: member.id,
+      error: getErrorMessage(error),
+    })
+    await recordMemberFailure(member, error, input.syncIntervalMinutes)
+    run.result.membersFailed += 1
+    return { kind: 'failed' }
+  }
+}
+
+/**
+ * Writes what one member's listing established: observations for everything
+ * they saw, removals only after a full, complete, non-suspect listing, and the
+ * member's schedule and watermark. Returns the documents whose ACL changed.
+ */
+async function applyMemberListing(
+  run: MemberSyncRun,
+  outcome: MemberListingOutcome,
+  documentIdByExternalId: Map<string, string>,
+  syncIntervalMinutes: number
+): Promise<Set<string>> {
+  const affected = new Set<string>()
+  const seenDocumentIds: string[] = []
+  for (const externalId of outcome.seenExternalIds) {
+    const documentId = documentIdByExternalId.get(externalId)
+    if (documentId) seenDocumentIds.push(documentId)
+  }
+  const removesAllowed = outcome.full && outcome.complete && !outcome.suspect
+  const now = new Date()
+
+  await db.transaction(async (tx) => {
+    const added = await recordMemberObservations(tx, outcome.member.id, seenDocumentIds, run.runId)
+    run.result.observationsAdded += added
+    if (added > 0) for (const documentId of seenDocumentIds) affected.add(documentId)
+    if (removesAllowed) {
+      const removed = await removeUnseenMemberObservations(tx, outcome.member.id, run.runId)
+      run.result.observationsRemoved += removed.length
+      for (const documentId of removed) affected.add(documentId)
+    }
+    await tx
+      .update(knowledgeConnectorMember)
+      .set({
+        consecutiveFailures: 0,
+        lastError: null,
+        lastListedCount: outcome.listedCount,
+        nextAttemptAt: outcome.complete ? nextMemberSyncTime(now, syncIntervalMinutes, false) : now,
+        ...(removesAllowed
+          ? { lastCompleteListingAt: now, memberSyncedThrough: outcome.listingStartedAt }
+          : {}),
+        updatedAt: now,
+      })
+      .where(eq(knowledgeConnectorMember.id, outcome.member.id))
+  })
+
+  if (outcome.complete) run.result.membersCompleted += 1
+  else run.result.membersIncomplete += 1
+  return affected
+}
+
+async function loadDocumentIdsByExternalId(connectorId: string): Promise<Map<string, string>> {
+  const rows = await db
+    .select({ id: document.id, externalId: document.externalId })
+    .from(document)
+    .where(and(eq(document.connectorId, connectorId), isNull(document.archivedAt)))
+    .limit(syncWorkingSetQueryLimit(0))
+  const byExternalId = new Map<string, string>()
+  for (const row of rows) {
+    if (row.externalId && !byExternalId.has(row.externalId))
+      byExternalId.set(row.externalId, row.id)
+  }
+  return byExternalId
+}
+
+async function completeMemberSync(
+  run: MemberSyncRun,
+  syncIntervalMinutes: number
+): Promise<boolean> {
+  const { result } = run
+  const now = new Date()
+  const nextMemberSyncAt = nextMemberSyncTime(now, syncIntervalMinutes, result.membersRemaining)
+  return db.transaction(async (tx) => {
+    const [activeKnowledgeBase] = await tx
+      .select({ id: knowledgeBase.id })
+      .from(knowledgeBase)
+      .where(and(eq(knowledgeBase.id, run.knowledgeBaseId), isNull(knowledgeBase.deletedAt)))
+      .for('update')
+    if (!activeKnowledgeBase) return false
+    const [held] = await tx
+      .select({ id: knowledgeConnector.id })
+      .from(knowledgeConnector)
+      .where(stillHoldsMemberSyncLock(run.connectorId, run.runId))
+      .for('update')
+    if (!held) return false
+
+    const [closedLog] = await tx
+      .update(knowledgeConnectorMemberSyncLog)
+      .set({
+        status: 'completed',
+        completedAt: now,
+        membersClaimed: result.membersClaimed,
+        membersCompleted: result.membersCompleted,
+        membersIncomplete: result.membersIncomplete,
+        membersFailed: result.membersFailed,
+        docsListed: result.docsListed,
+        docsAdded: result.docsAdded,
+        docsUpdated: result.docsUpdated,
+        docsUnchanged: result.docsUnchanged,
+        docsHydratedOnce: result.docsHydratedOnce,
+        observationsAdded: result.observationsAdded,
+        observationsRemoved: result.observationsRemoved,
+        docsTombstoned: result.docsTombstoned,
+        docsResurrected: result.docsResurrected,
+        docsPurged: result.docsPurged,
+        credentialsAudited: result.credentialsAudited,
+      })
+      .where(
+        and(
+          eq(knowledgeConnectorMemberSyncLog.id, run.runId),
+          eq(knowledgeConnectorMemberSyncLog.status, 'started')
+        )
+      )
+      .returning({ id: knowledgeConnectorMemberSyncLog.id })
+    if (!closedLog) return false
+
+    const [written] = await tx
+      .update(knowledgeConnector)
+      .set({
+        memberSyncStatus: 'idle',
+        lastMemberSyncAt: now,
+        nextMemberSyncAt,
+        lastMemberSyncError: null,
+        memberSyncConsecutiveFailures: 0,
+        memberSyncLockToken: null,
+        memberSyncLockLeaseAt: null,
+        updatedAt: now,
+      })
+      .where(stillHoldsMemberSyncLock(run.connectorId, run.runId))
+      .returning({ id: knowledgeConnector.id })
+    return Boolean(written)
+  })
+}
+
+async function failMemberSyncLog(runId: string, result: MemberSyncResult, errorMessage: string) {
+  await db
+    .update(knowledgeConnectorMemberSyncLog)
+    .set({
+      status: 'failed',
+      completedAt: new Date(),
+      errorMessage,
+      membersClaimed: result.membersClaimed,
+      membersCompleted: result.membersCompleted,
+      membersIncomplete: result.membersIncomplete,
+      membersFailed: result.membersFailed,
+      docsListed: result.docsListed,
+      docsAdded: result.docsAdded,
+      docsUpdated: result.docsUpdated,
+      docsUnchanged: result.docsUnchanged,
+      docsHydratedOnce: result.docsHydratedOnce,
+      observationsAdded: result.observationsAdded,
+      observationsRemoved: result.observationsRemoved,
+      docsTombstoned: result.docsTombstoned,
+      docsResurrected: result.docsResurrected,
+      docsPurged: result.docsPurged,
+      credentialsAudited: result.credentialsAudited,
+    })
+    .where(
+      and(
+        eq(knowledgeConnectorMemberSyncLog.id, runId),
+        eq(knowledgeConnectorMemberSyncLog.status, 'started')
+      )
+    )
+}
+
+/**
+ * Disables member sync on a connector that can no longer run it — the
+ * workspace lost Credential Groups, or the group binding is gone — and
+ * suspends every member so their tokens leave every ACL. Nothing is purged:
+ * re-enabling restores access from the retained observations.
+ */
+async function disableMemberSync(run: MemberSyncRun, reason: string): Promise<void> {
+  const now = new Date()
+  const suspended = await db
+    .update(knowledgeConnectorMember)
+    .set({ status: 'suspended', suspendedAt: now, updatedAt: now })
+    .where(
+      and(
+        eq(knowledgeConnectorMember.connectorId, run.connectorId),
+        eq(knowledgeConnectorMember.status, 'active')
+      )
+    )
+    .returning({ id: knowledgeConnectorMember.id })
+  if (suspended.length > 0) {
+    const affected = await listObservedDocumentIds(
+      db,
+      suspended.map((row) => row.id)
+    )
+    await materializeDocumentAcls(run.connectorId, affected)
+  }
+  await failMemberSyncLog(run.runId, run.result, reason)
+  await db
+    .update(knowledgeConnector)
+    .set({
+      memberSyncStatus: 'disabled',
+      lastMemberSyncError: reason,
+      nextMemberSyncAt: null,
+      memberSyncLockToken: null,
+      memberSyncLockLeaseAt: null,
+      updatedAt: now,
+    })
+    .where(holdsMemberSyncLockToken(run.connectorId, run.runId))
+  logger.warn('Member sync disabled', { connectorId: run.connectorId, reason })
+}
+
+/**
+ * Executes one members-mode run for a connector: reconciles membership from
+ * the credential-group option, crawls the source once per due member with that
+ * member's own token until the budget ends, hydrates every listed document
+ * once, records who observed what, materialises the ACLs, applies the document
+ * lifecycle, and re-dispatches itself while members remain due.
+ */
+export async function executeMemberSync(
+  connectorId: string,
+  options: ExecuteMemberSyncOptions
+): Promise<MemberSyncResult> {
+  const billingAttribution = assertBillingAttributionSnapshot(options.billingAttribution)
+  const result = emptyResult()
+
+  const [connectorBeforeLock] = await db
+    .select()
+    .from(knowledgeConnector)
+    .where(
+      and(
+        eq(knowledgeConnector.id, connectorId),
+        isNull(knowledgeConnector.archivedAt),
+        isNull(knowledgeConnector.deletedAt)
+      )
+    )
+    .limit(1)
+  if (!connectorBeforeLock) {
+    logger.warn('Skipping member sync: connector not found, archived, or deleted', { connectorId })
+    return skipped(result, 'connector_unavailable')
+  }
+  if (connectorBeforeLock.accessMode !== 'members') {
+    logger.info('Skipping member sync: connector does not sync per member', { connectorId })
+    return skipped(result, 'connector_not_syncable')
+  }
+  const connectorConfig = CONNECTOR_REGISTRY[connectorBeforeLock.connectorType]
+  if (!connectorConfig) {
+    throw new Error(`Unknown connector type: ${connectorBeforeLock.connectorType}`)
+  }
+
+  const [kbRow] = await db
+    .select({ userId: knowledgeBase.userId, workspaceId: knowledgeBase.workspaceId })
+    .from(knowledgeBase)
+    .where(
+      and(
+        eq(knowledgeBase.id, connectorBeforeLock.knowledgeBaseId),
+        isNull(knowledgeBase.deletedAt)
+      )
+    )
+    .limit(1)
+  if (!kbRow) {
+    logger.warn('Skipping member sync: knowledge base is deleted', { connectorId })
+    await db
+      .update(knowledgeConnector)
+      .set({
+        memberSyncStatus: 'error',
+        nextMemberSyncAt: null,
+        lastMemberSyncError: 'Knowledge base deleted',
+        memberSyncLockToken: null,
+        memberSyncLockLeaseAt: null,
+        updatedAt: new Date(),
+      })
+      .where(eq(knowledgeConnector.id, connectorId))
+    return skipped(result, 'knowledge_base_deleted')
+  }
+  if (!kbRow.workspaceId) {
+    throw new Error(
+      `Knowledge base ${connectorBeforeLock.knowledgeBaseId} is missing workspace billing context`
+    )
+  }
+  if (billingAttribution.workspaceId !== kbRow.workspaceId) {
+    throw new Error(
+      `Member sync billing attribution does not match knowledge base workspace ${kbRow.workspaceId}`
+    )
+  }
+  const kbOwner: KnowledgeBaseOwner = { workspaceId: kbRow.workspaceId, userId: kbRow.userId }
+
+  const runId = generateId()
+  const connector = await acquireMemberSyncLock(connectorId, runId, options.dispatchToken)
+  if (!connector) {
+    const [current] = await db
+      .select({
+        memberSyncStatus: knowledgeConnector.memberSyncStatus,
+        memberSyncLockToken: knowledgeConnector.memberSyncLockToken,
+        syncLockToken: knowledgeConnector.syncLockToken,
+      })
+      .from(knowledgeConnector)
+      .where(eq(knowledgeConnector.id, connectorId))
+      .limit(1)
+    if (current?.memberSyncStatus === 'disabled' || current?.syncLockToken) {
+      logger.info('Connector is not accepting member syncs, skipping', { connectorId })
+      return skipped(result, 'connector_not_syncable')
+    }
+    if (options.dispatchToken && current?.memberSyncLockToken !== options.dispatchToken) {
+      logger.info('Member sync superseded by a newer dispatch, skipping', { connectorId })
+      return skipped(result, 'dispatch_superseded')
+    }
+    logger.info('Member sync already in progress, skipping', { connectorId })
+    return skipped(result, 'sync_in_progress')
+  }
+
+  const runStartedAt = new Date()
+  const run: MemberSyncRun = {
+    connectorId,
+    knowledgeBaseId: connector.knowledgeBaseId,
+    workspaceId: kbRow.workspaceId,
+    runId,
+    runStartedAt,
+    deadlineAt: runStartedAt.getTime() + MEMBER_SYNC_SOFT_BUDGET_SECONDS * 1000,
+    result,
+    lease: createMemberSyncLease(connectorId, runId),
+  }
+  await insertMemberSyncLog(runId, connectorId, runStartedAt)
+
+  try {
+    const ownerBilling = await getWorkspaceOwnerSubscriptionAccess(run.workspaceId)
+    if (!(await isCredentialGroupsAvailable({ workspaceId: run.workspaceId, ownerBilling }))) {
+      await disableMemberSync(run, 'Credential Groups are not available for this workspace')
+      return {
+        ...skipped(result, 'connector_not_syncable'),
+        error: 'Credential Groups are not available',
+      }
+    }
+    if (!connector.credentialGroupId || !connector.credentialGroupOptionId) {
+      await disableMemberSync(run, 'Connector is no longer attached to a Credential Group option')
+      return {
+        ...skipped(result, 'connector_not_syncable'),
+        error: 'Connector is no longer attached to a Credential Group option',
+      }
+    }
+    if (!connectorConfig.permissionScopedListing || connectorConfig.auth.mode !== 'oauth') {
+      throw new Error(`Connector ${connectorConfig.id} cannot sync per member`)
+    }
+    const binding = {
+      credentialGroupId: connector.credentialGroupId,
+      credentialGroupOptionId: connector.credentialGroupOptionId,
+    }
+    const sourceConfig = connector.sourceConfig as Record<string, unknown>
+
+    if (connector.accessRewritePending) await finishPendingAccessRewrite(run)
+
+    const affectedDocumentIds = new Set<string>()
+    const membership = await reconcileMembership(run, binding)
+    for (const documentId of membership.affectedDocumentIds) affectedDocumentIds.add(documentId)
+
+    const members = await db
+      .select({
+        id: knowledgeConnectorMember.id,
+        credentialId: knowledgeConnectorMember.credentialId,
+      })
+      .from(knowledgeConnectorMember)
+      .where(
+        and(
+          eq(knowledgeConnectorMember.connectorId, connectorId),
+          eq(knowledgeConnectorMember.status, 'active')
+        )
+      )
+    const credentialIdByMemberId = new Map(
+      members.map((member) => [member.id, member.credentialId])
+    )
+    const tokens = createMemberTokenCache({ run, connectorConfig, credentialIdByMemberId })
+    const syncContexts = new Map<string, Record<string, unknown>>()
+
+    const union = new Map<string, UnionEntry>()
+    const outcomes: MemberListingOutcome[] = []
+    let retainedBytes = 0
+
+    while (Date.now() < run.deadlineAt) {
+      const member = await claimNextMember(run)
+      if (!member) break
+      result.membersClaimed += 1
+      const syncContext: Record<string, unknown> = { syncRunId: runId, memberId: member.id }
+      syncContexts.set(member.id, syncContext)
+
+      const listed = await listForMember({
+        run,
+        member,
+        connectorConfig,
+        sourceConfig,
+        tokens,
+        syncContext,
+        syncIntervalMinutes: connector.syncIntervalMinutes,
+      })
+      if (listed.kind === 'failed') continue
+
+      const admitted = admitMemberListing(
+        union,
+        member.id,
+        listed.documents,
+        connectorId,
+        retainedBytes
+      )
+      retainedBytes = admitted.retainedBytes
+      result.docsListed += admitted.seenExternalIds.size
+      /**
+       * A listing that collapsed against the member's previous one is doubted
+       * once: removals wait for the next full listing to say the same, which it
+       * does by then comparing against the collapsed count. A source that said
+       * outright the member reaches nothing is not a shape to doubt.
+       */
+      const suspect =
+        listed.full &&
+        !listed.authoritative &&
+        classifySuspectListing(admitted.seenExternalIds.size, member.lastListedCount ?? 0) !== null
+      if (suspect) {
+        logger.warn('Suspect member listing; removals withheld', {
+          connectorId,
+          memberId: member.id,
+          listed: admitted.seenExternalIds.size,
+          previouslyListed: member.lastListedCount,
+        })
+      }
+      outcomes.push({
+        member,
+        listingStartedAt: listed.startedAt,
+        seenExternalIds: admitted.seenExternalIds,
+        listedCount: admitted.seenExternalIds.size,
+        full: listed.full,
+        complete: listed.complete,
+        suspect,
+      })
+    }
+
+    const corpus = await loadOwnedCorpus(connectorId)
+    const state = createSyncRunState(result)
+    const externalDocs = [...union.values()].map((entry) => entry.document)
+    const pendingOps = classifyListing({ externalDocs, corpus, forceRehydrate: false, state })
+    result.docsHydratedOnce = pendingOps.filter(
+      (op) => op.type !== 'skip' && op.extDoc.contentDeferred
+    ).length
+
+    await processDocOps({
+      connectorId,
+      connector,
+      sourceConfig,
+      kbOwner,
+      billingAttribution,
+      pendingOps,
+      corpus,
+      forceRehydrate: false,
+      state,
+      hydration: {
+        getDocument: async (externalId) => {
+          const observers = union.get(externalId)?.observers ?? []
+          let lastError: unknown
+          for (const memberId of observers.slice(0, HYDRATION_OBSERVER_ATTEMPTS)) {
+            try {
+              const accessToken = await tokens.get(memberId)
+              const hydrated = await connectorConfig.getDocument(
+                accessToken,
+                sourceConfig,
+                externalId,
+                syncContexts.get(memberId)
+              )
+              if (hydrated) return hydrated
+            } catch (error) {
+              if (isRateLimitError(error)) throw error
+              if (error instanceof KnowledgeConnectorMemberAccessDeniedError) continue
+              lastError = error
+            }
+          }
+          if (lastError) throw lastError
+          return null
+        },
+      },
+      lease: run.lease,
+      documentAccess: 'members',
+    })
+
+    const documentIdByExternalId = await loadDocumentIdsByExternalId(connectorId)
+    for (const outcome of outcomes) {
+      await run.lease.beatIfDue()
+      const affected = await applyMemberListing(
+        run,
+        outcome,
+        documentIdByExternalId,
+        connector.syncIntervalMinutes
+      )
+      for (const documentId of affected) affectedDocumentIds.add(documentId)
+    }
+
+    await materializeDocumentAcls(connectorId, affectedDocumentIds)
+
+    const lifecycle = await applyMemberDocumentLifecycle({
+      connectorId,
+      knowledgeBaseId: connector.knowledgeBaseId,
+      runId,
+      lease: run.lease,
+      failedExternalIds: state.failedExternalIds,
+    })
+    result.docsTombstoned = lifecycle.tombstoned
+    result.docsResurrected = lifecycle.resurrected
+    result.docsPurged = lifecycle.purged
+    result.docsDeleted = lifecycle.purged
+
+    await sweepStuckDocuments({
+      connectorId,
+      knowledgeBaseId: connector.knowledgeBaseId,
+      syncStartedAt: runStartedAt,
+      retryCutoff: new Date(Date.now() - RETRY_WINDOW_DAYS * 24 * 60 * 60 * 1000),
+      billingAttribution,
+      result,
+      lease: run.lease,
+    })
+
+    result.membersRemaining = (await countDueMembers(run)) > 0
+    const landed = await completeMemberSync(run, connector.syncIntervalMinutes)
+    if (!landed) {
+      logger.warn(
+        'Member sync result discarded — connector was reclaimed while this run was executing',
+        {
+          connectorId,
+          runId,
+        }
+      )
+      return skipped(result, 'sync_superseded')
+    }
+    logger.info('Member sync completed', { connectorId, runId, ...result })
+    return result
+  } catch (error) {
+    if (error instanceof SyncLockLostException) {
+      logger.warn('Member sync abandoned — lock was reclaimed while this run was executing', {
+        connectorId,
+        runId,
+      })
+      return skipped(result, 'sync_superseded')
+    }
+    if (error instanceof ConnectorDeletedException) {
+      logger.info('Connector deleted during member sync', { connectorId })
+      await failMemberSyncLog(runId, result, 'Connector deleted during sync').catch(() => undefined)
+      return skipped(result, 'connector_deleted_during_sync')
+    }
+
+    const errorMessage = toError(error).message
+    const retryAfterMs = getRetryAfterMs(error)
+    logger.error('Member sync failed', { connectorId, runId, error: errorMessage })
+    try {
+      await failMemberSyncLog(runId, result, errorMessage)
+      const failureUpdate =
+        error instanceof ConnectorSyncCapacityError
+          ? {
+              memberSyncStatus: 'error' as const,
+              lastMemberSyncError: errorMessage,
+              nextMemberSyncAt: null,
+              memberSyncConsecutiveFailures: connector.memberSyncConsecutiveFailures,
+              memberSyncLockToken: null,
+              memberSyncLockLeaseAt: null,
+              updatedAt: new Date(),
+            }
+          : buildMemberSyncFailureUpdate(
+              new Date(),
+              connector.memberSyncConsecutiveFailures,
+              errorMessage,
+              retryAfterMs
+            )
+      const written = await db
+        .update(knowledgeConnector)
+        .set(failureUpdate)
+        .where(stillHoldsMemberSyncLock(connectorId, runId))
+        .returning({ id: knowledgeConnector.id })
+      if (written.length === 0) {
+        logger.warn('Member sync failure discarded — connector was reclaimed', {
+          connectorId,
+          runId,
+        })
+      }
+    } catch (recoveryError) {
+      logger.error('Failed to record member sync failure', {
+        connectorId,
+        error: toError(recoveryError).message,
+      })
+    }
+    result.error = errorMessage
+    return result
+  }
+}
diff --git a/apps/sim/lib/knowledge/connectors/queue.ts b/apps/sim/lib/knowledge/connectors/queue.ts
index 8de7a6c4467..3adc175eac9 100644
--- a/apps/sim/lib/knowledge/connectors/queue.ts
+++ b/apps/sim/lib/knowledge/connectors/queue.ts
@@ -292,6 +292,7 @@ export async function dispatchSync(
     .select({
       knowledgeBaseId: knowledgeConnector.knowledgeBaseId,
       connectorStatus: knowledgeConnector.status,
+      connectorAccessMode: knowledgeConnector.accessMode,
       connectorArchivedAt: knowledgeConnector.archivedAt,
       connectorDeletedAt: knowledgeConnector.deletedAt,
       connectorNextSyncAt: knowledgeConnector.nextSyncAt,
@@ -345,6 +346,13 @@ export async function dispatchSync(
     })
     return { queued: false, reason: 'Connector has been archived or deleted' }
   }
+  if (row.connectorAccessMode !== undefined && row.connectorAccessMode !== 'workspace') {
+    logger.info('Skipping sync dispatch: connector syncs per member', { connectorId, requestId })
+    return {
+      queued: false,
+      reason: 'Connector syncs per member and is not synced as the workspace',
+    }
+  }
   if (payload.requireRunnable && !isConnectorRunnableStatus(row.connectorStatus)) {
     logger.info('Skipping automatic sync dispatch: connector is not runnable', {
       connectorId,
diff --git a/apps/sim/lib/knowledge/connectors/sync-engine.test.ts b/apps/sim/lib/knowledge/connectors/sync-engine.test.ts
index b2051064094..ae6cdafbbca 100644
--- a/apps/sim/lib/knowledge/connectors/sync-engine.test.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-engine.test.ts
@@ -625,6 +625,7 @@ describe('connector content replacement processing state', () => {
     sourceConfig: {},
     syncMode: 'full',
     syncIntervalMinutes: 1440,
+    accessMode: 'workspace',
     status: 'active',
     lastSyncAt: null,
     lastSyncDocCount: 1,
@@ -1003,6 +1004,7 @@ describe('executeSync working-set overflow admission', () => {
     sourceConfig: {},
     syncMode: 'full',
     syncIntervalMinutes: 1440,
+    accessMode: 'workspace',
     status: 'active',
     lastSyncAt: null,
     lastSyncDocCount: null,
@@ -1206,6 +1208,7 @@ describe('executeSync deferred hydration rate limits', () => {
     sourceConfig: {},
     syncMode: 'full',
     syncIntervalMinutes: 1440,
+    accessMode: 'workspace',
     status: 'active',
     lastSyncAt: null,
     lastSyncDocCount: null,
@@ -3120,6 +3123,7 @@ describe('executeSync heartbeats during the listing phase', () => {
     sourceConfig: {},
     syncMode: 'full',
     syncIntervalMinutes: 1440,
+    accessMode: 'workspace',
     status: 'active',
     lastSyncAt: null,
     lastSyncDocCount: null,
@@ -3280,6 +3284,7 @@ describe('executeSync hard-delete reconciliation', () => {
     sourceConfig: {},
     syncMode: 'full',
     syncIntervalMinutes: 1440,
+    accessMode: 'workspace',
     status: 'active',
     lastSyncAt: null,
     lastSyncDocCount: OWNED_DOC_COUNT,
@@ -3598,6 +3603,7 @@ describe('executeSync terminal exits under a lost lock', () => {
     sourceConfig: {},
     syncMode: 'full',
     syncIntervalMinutes: 1440,
+    accessMode: 'workspace',
     status: 'active',
     lastSyncAt: null,
     lastSyncDocCount: 0,
diff --git a/apps/sim/lib/knowledge/connectors/sync-engine.ts b/apps/sim/lib/knowledge/connectors/sync-engine.ts
index bc8cb5d7fda..ee4c1dbd422 100644
--- a/apps/sim/lib/knowledge/connectors/sync-engine.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-engine.ts
@@ -30,7 +30,10 @@ import {
   SyncLockLostException,
   stillHoldsSyncLock,
 } from '@/lib/knowledge/connectors/sync-lock'
-import type { KnowledgeBaseOwner } from '@/lib/knowledge/connectors/sync-persistence'
+import {
+  type KnowledgeBaseOwner,
+  restoreWorkspaceDocumentAcls,
+} from '@/lib/knowledge/connectors/sync-persistence'
 import {
   ConnectorDeletedException,
   ConnectorSyncCapacityError,
@@ -578,6 +581,19 @@ export async function executeSync(
 
   const connectorBeforeLock = connectorRows[0]
 
+  /**
+   * A connector that crawls per member is driven by the member engine, whose
+   * lease is mutually exclusive with this one. Refused before any write so a
+   * stale queue entry can never run a workspace-wide crawl over it.
+   */
+  if (connectorBeforeLock.accessMode !== 'workspace') {
+    logger.info('Skipping sync: connector does not sync as the workspace', {
+      connectorId,
+      accessMode: connectorBeforeLock.accessMode,
+    })
+    return { ...result, skipReason: 'connector_not_syncable' }
+  }
+
   const connectorConfig = CONNECTOR_REGISTRY[connectorBeforeLock.connectorType]
   if (!connectorConfig) {
     throw new Error(`Unknown connector type: ${connectorBeforeLock.connectorType}`)
@@ -884,6 +900,7 @@ export async function executeSync(
           connectorConfig.getDocument(accessToken, sourceConfig, externalId, syncContext),
       },
       lease,
+      documentAccess: 'workspace',
     })
 
     const reconciliationHoldNotice = await reconcileDeletions({
@@ -917,6 +934,19 @@ export async function executeSync(
       lease,
     })
 
+    /**
+     * Self-healing invariant of workspace mode: a mode switch back from
+     * members that was interrupted, or any other drift, leaves no document of
+     * this connector hidden from the workspace once a sync completes.
+     */
+    const restoredAcls = await restoreWorkspaceDocumentAcls(connectorId)
+    if (restoredAcls > 0) {
+      logger.warn('Restored workspace access on connector documents that had drifted', {
+        connectorId,
+        restoredAcls,
+      })
+    }
+
     const completionLanded = await completeSuccessfulSync(
       connectorId,
       connector.knowledgeBaseId,
diff --git a/apps/sim/lib/knowledge/connectors/sync-lock.ts b/apps/sim/lib/knowledge/connectors/sync-lock.ts
index d8ba6f35da9..f8ce65f3f34 100644
--- a/apps/sim/lib/knowledge/connectors/sync-lock.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-lock.ts
@@ -204,3 +204,59 @@ export function createContentSyncLease(connectorId: string, syncLogId: string):
     },
   }
 }
+
+/**
+ * Ownership only, for the members-mode lease: this run still holds the
+ * member-sync lock, whether or not the connector is still live. The member
+ * engine keeps its own lease columns so neither engine can ever misread the
+ * other's; `kc_sync_lock_exclusive_check` guarantees they never coexist.
+ */
+export function holdsMemberSyncLockToken(connectorId: string, memberSyncLockToken: string) {
+  return and(
+    eq(knowledgeConnector.id, connectorId),
+    eq(knowledgeConnector.memberSyncStatus, 'running'),
+    eq(knowledgeConnector.memberSyncLockToken, memberSyncLockToken)
+  )
+}
+
+/** Matches the connector row only while this members-mode run owns a live connector. */
+export function stillHoldsMemberSyncLock(connectorId: string, memberSyncLockToken: string) {
+  return and(holdsMemberSyncLockToken(connectorId, memberSyncLockToken), connectorIsLive())
+}
+
+async function writeMemberSyncHeartbeat(
+  condition: ReturnType<typeof holdsMemberSyncLockToken>
+): Promise<boolean> {
+  const beat = await db
+    .update(knowledgeConnector)
+    .set({ memberSyncLockLeaseAt: new Date() })
+    .where(condition)
+    .returning({ id: knowledgeConnector.id })
+
+  return beat.length > 0
+}
+
+/**
+ * The lease of the members-mode engine, held through `memberSyncLockToken`.
+ * Same shape and same guarantees as {@link createContentSyncLease}, over the
+ * member columns.
+ */
+export function createMemberSyncLease(connectorId: string, runId: string): SyncRunLease {
+  let lastHeartbeatAtMs = Date.now()
+  return {
+    stillHeld: () => stillHoldsMemberSyncLock(connectorId, runId),
+    beatIfDue: async () => {
+      if (!shouldHeartbeatSyncLock(Date.now(), lastHeartbeatAtMs)) return
+      if (!(await writeMemberSyncHeartbeat(holdsMemberSyncLockToken(connectorId, runId)))) {
+        throw new SyncLockLostException(connectorId)
+      }
+      lastHeartbeatAtMs = Date.now()
+    },
+    beatLive: async () => {
+      if (!(await writeMemberSyncHeartbeat(stillHoldsMemberSyncLock(connectorId, runId)))) {
+        throw new SyncLockLostException(connectorId)
+      }
+      lastHeartbeatAtMs = Date.now()
+    },
+  }
+}
diff --git a/apps/sim/lib/knowledge/connectors/sync-persistence.ts b/apps/sim/lib/knowledge/connectors/sync-persistence.ts
index 1edb71eb86a..d8866903645 100644
--- a/apps/sim/lib/knowledge/connectors/sync-persistence.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-persistence.ts
@@ -5,6 +5,7 @@ import { toError } from '@sim/utils/errors'
 import { generateId } from '@sim/utils/id'
 import { and, eq, isNull, sql } from 'drizzle-orm'
 import { getInternalApiBaseUrl } from '@/lib/core/utils/urls'
+import { EMPTY_ACL, WORKSPACE_ACL } from '@/lib/knowledge/access/tokens'
 import type { DocumentData } from '@/lib/knowledge/documents/service'
 import { StorageService } from '@/lib/uploads'
 import { buildStorageKeySegment } from '@/lib/uploads/core/storage-key'
@@ -16,6 +17,48 @@ import type { DocumentTags, ExternalDocument } from '@/connectors/types'
 
 const logger = createLogger('ConnectorSyncPersistence')
 
+/**
+ * Who may read a document the sync writes. A workspace-mode connector's
+ * documents are visible to the whole workspace on insert and on every update.
+ * A members-mode connector's documents are born hidden and only the member
+ * engine's ACL materialisation, which knows who observed them, makes them
+ * visible; an update never touches the ACL.
+ */
+export type SyncDocumentAccess = 'workspace' | 'members'
+
+function insertedDocumentAcl(access: SyncDocumentAccess): string[] {
+  return [...(access === 'members' ? EMPTY_ACL : WORKSPACE_ACL)]
+}
+
+function updatedDocumentAcl(access: SyncDocumentAccess): { acl?: string[] } {
+  return access === 'members' ? {} : { acl: [...WORKSPACE_ACL] }
+}
+
+/**
+ * The workspace-mode invariant, applied after every successful content sync:
+ * a document a workspace-mode connector owns is readable by the workspace,
+ * whatever a mode switch or an interrupted rewrite left behind. Idempotent and
+ * a no-op on a healthy connector.
+ */
+export async function restoreWorkspaceDocumentAcls(connectorId: string): Promise<number> {
+  /**
+   * The comparison array is assembled from scalar binds: the shared pool runs
+   * with `fetch_types: false`, under which a JS array bound as one parameter
+   * fails at execution (see packages/db/db.ts). The write itself goes through
+   * the typed column, which encodes the array literal itself.
+   */
+  const workspaceAcl = sql`ARRAY[${sql.join(
+    WORKSPACE_ACL.map((token) => sql`${token}`),
+    sql`, `
+  )}]::text[]`
+  const restored = await db
+    .update(document)
+    .set({ acl: [...WORKSPACE_ACL] })
+    .where(and(eq(document.connectorId, connectorId), sql`${document.acl} <> ${workspaceAcl}`))
+    .returning({ id: document.id })
+  return restored.length
+}
+
 const MAX_SAFE_TITLE_LENGTH = 200
 
 /** Sanitizes a document title for use in S3 storage keys. */
@@ -143,7 +186,8 @@ function buildSkippedDocumentRow(
   connectorId: string,
   connectorType: string,
   extDoc: ExternalDocument,
-  sourceConfig?: Record<string, unknown>
+  sourceConfig: Record<string, unknown> | undefined,
+  access: SyncDocumentAccess
 ) {
   const reason = extDoc.skippedReason ?? 'Document was skipped during sync'
   const tagValues = extDoc.metadata
@@ -170,6 +214,7 @@ function buildSkippedDocumentRow(
     externalId: extDoc.externalId,
     contentHash: extDoc.contentHash,
     sourceUrl: extDoc.sourceUrl ?? null,
+    acl: insertedDocumentAcl(access),
     ...tagValues,
     uploadedAt: new Date(),
   }
@@ -196,7 +241,8 @@ export async function persistSkippedDocuments(
     existingId?: string
     extDoc: ExternalDocument
   }>,
-  sourceConfig?: Record<string, unknown>
+  sourceConfig?: Record<string, unknown>,
+  access: SyncDocumentAccess = 'workspace'
 ): Promise<number> {
   if (skipOps.length === 0) {
     return 0
@@ -204,7 +250,14 @@ export async function persistSkippedDocuments(
   const inserts = skipOps
     .filter((op) => !op.existingId)
     .map((op) =>
-      buildSkippedDocumentRow(knowledgeBaseId, connectorId, connectorType, op.extDoc, sourceConfig)
+      buildSkippedDocumentRow(
+        knowledgeBaseId,
+        connectorId,
+        connectorType,
+        op.extDoc,
+        sourceConfig,
+        access
+      )
     )
   const replacements = skipOps.filter((op): op is typeof op & { existingId: string } =>
     Boolean(op.existingId)
@@ -227,7 +280,8 @@ export async function persistSkippedDocuments(
         connectorId,
         connectorType,
         replacement.extDoc,
-        sourceConfig
+        sourceConfig,
+        access
       )
       const [current] = await tx
         .select({ fileUrl: document.fileUrl })
@@ -263,6 +317,7 @@ export async function persistSkippedDocuments(
           sourceUrl: skipped.sourceUrl,
           uploadedAt: skipped.uploadedAt,
           deletedAt: null,
+          ...updatedDocumentAcl(access),
           ...tagValues,
         })
         .where(connectorDocumentSyncTarget(replacement.existingId, knowledgeBaseId, connectorId))
@@ -338,7 +393,8 @@ export async function addDocument(
   connectorType: string,
   extDoc: ExternalDocument,
   kbOwner: KnowledgeBaseOwner,
-  sourceConfig?: Record<string, unknown>
+  sourceConfig?: Record<string, unknown>,
+  access: SyncDocumentAccess = 'workspace'
 ): Promise<DocumentData> {
   const documentId = generateId()
   const artifact = connectorStoredArtifact(extDoc)
@@ -384,6 +440,7 @@ export async function addDocument(
         externalId: extDoc.externalId,
         contentHash: extDoc.contentHash,
         sourceUrl: extDoc.sourceUrl ?? null,
+        acl: insertedDocumentAcl(access),
         ...tagValues,
         uploadedAt: new Date(),
       })
@@ -432,7 +489,8 @@ export async function updateDocument(
   connectorType: string,
   extDoc: ExternalDocument,
   kbOwner: KnowledgeBaseOwner,
-  sourceConfig?: Record<string, unknown>
+  sourceConfig?: Record<string, unknown>,
+  access: SyncDocumentAccess = 'workspace'
 ): Promise<DocumentData> {
   const existingRows = await db
     .select({ fileUrl: document.fileUrl })
@@ -499,6 +557,7 @@ export async function updateDocument(
           // separate resurrect step would clear deletedAt while this update, gated
           // on deletedAt IS NULL, rejects the row and leaves stale content active.
           deletedAt: null,
+          ...updatedDocumentAcl(access),
         })
         .where(connectorDocumentSyncTarget(existingDocId, knowledgeBaseId, connectorId))
         .returning({ id: document.id })
diff --git a/apps/sim/lib/knowledge/connectors/sync-primitives.ts b/apps/sim/lib/knowledge/connectors/sync-primitives.ts
index 99d00349b65..15cb205aba6 100644
--- a/apps/sim/lib/knowledge/connectors/sync-primitives.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-primitives.ts
@@ -18,6 +18,7 @@ import {
   type KnowledgeBaseOwner,
   persistSkippedDocuments,
   persistSkippedRetryHashes,
+  type SyncDocumentAccess,
   updateDocument,
 } from '@/lib/knowledge/connectors/sync-persistence'
 import { DOCUMENT_PROCESSING_STALE_THRESHOLD_MS } from '@/lib/knowledge/documents/processing-timeouts.server'
@@ -1410,6 +1411,8 @@ export interface ProcessDocOpsInput {
   state: SyncRunState
   hydration: DocOpHydration
   lease: Pick<SyncRunLease, 'beatIfDue'>
+  /** Who may read the documents this pass writes. */
+  documentAccess: SyncDocumentAccess
 }
 
 /**
@@ -1419,8 +1422,15 @@ export interface ProcessDocOpsInput {
  * run so the connector backs off.
  */
 export async function processDocOps(input: ProcessDocOpsInput): Promise<void> {
-  const { connectorId, connector, sourceConfig, kbOwner, billingAttribution, forceRehydrate } =
-    input
+  const {
+    connectorId,
+    connector,
+    sourceConfig,
+    kbOwner,
+    billingAttribution,
+    forceRehydrate,
+    documentAccess,
+  } = input
   const { priorByExternalId } = input.corpus
   const { result, failedExternalIds } = input.state
 
@@ -1579,7 +1589,8 @@ export async function processDocOps(input: ProcessDocOpsInput): Promise<void> {
           connectorId,
           connector.connectorType,
           skipOps,
-          sourceConfig
+          sourceConfig,
+          documentAccess
         )
         result.docsSkipped += recorded
       } catch (error) {
@@ -1610,7 +1621,8 @@ export async function processDocOps(input: ProcessDocOpsInput): Promise<void> {
             connector.connectorType,
             op.extDoc,
             kbOwner,
-            sourceConfig
+            sourceConfig,
+            documentAccess
           )
         }
         return updateDocument(
@@ -1620,7 +1632,8 @@ export async function processDocOps(input: ProcessDocOpsInput): Promise<void> {
           connector.connectorType,
           op.extDoc,
           kbOwner,
-          sourceConfig
+          sourceConfig,
+          documentAccess
         )
       })
     )
diff --git a/apps/sim/lib/knowledge/documents/service.ts b/apps/sim/lib/knowledge/documents/service.ts
index 643dbd96677..a4266757492 100644
--- a/apps/sim/lib/knowledge/documents/service.ts
+++ b/apps/sim/lib/knowledge/documents/service.ts
@@ -3701,6 +3701,25 @@ export interface ConnectorSyncDeletionGuard {
   connectorId: string
   knowledgeBaseId: string
   syncLockToken: string
+  /**
+   * Which engine's lease the token belongs to. The content engine locks
+   * `sync_lock_token`; the members-mode engine locks `member_sync_lock_token`,
+   * and the two never coexist on one connector.
+   */
+  lease?: 'content' | 'member'
+}
+
+/** The lease predicate a deletion guard re-verifies under `FOR UPDATE`. */
+function connectorSyncGuardHeld(guard: ConnectorSyncDeletionGuard) {
+  return guard.lease === 'member'
+    ? and(
+        eq(knowledgeConnector.memberSyncStatus, 'running'),
+        eq(knowledgeConnector.memberSyncLockToken, guard.syncLockToken)
+      )
+    : and(
+        eq(knowledgeConnector.status, 'syncing'),
+        eq(knowledgeConnector.syncLockToken, guard.syncLockToken)
+      )
 }
 
 export async function hardDeleteDocuments(
@@ -3862,8 +3881,7 @@ async function hardDeleteDocumentBatch(
           and(
             eq(knowledgeConnector.id, connectorSyncGuard.connectorId),
             eq(knowledgeConnector.knowledgeBaseId, connectorSyncGuard.knowledgeBaseId),
-            eq(knowledgeConnector.status, 'syncing'),
-            eq(knowledgeConnector.syncLockToken, connectorSyncGuard.syncLockToken),
+            connectorSyncGuardHeld(connectorSyncGuard),
             isNull(knowledgeConnector.archivedAt),
             isNull(knowledgeConnector.deletedAt)
           )
diff --git a/docker/crontab b/docker/crontab
index 339665cb3ae..39a2eeccf2d 100644
--- a/docker/crontab
+++ b/docker/crontab
@@ -35,6 +35,7 @@ SHELL=/bin/sh
 
 # Knowledge base connector syncs
 */5 * * * * curl -fsS -m 120 -o /dev/null -H "Authorization: Bearer $CRON_SECRET" "$SIM_URL/api/knowledge/connectors/sync"
+*/5 * * * * curl -fsS -m 120 -o /dev/null -H "Authorization: Bearer $CRON_SECRET" "$SIM_URL/api/knowledge/connectors/member-sync"
 
 # Workspace event triggers
 */15 * * * * curl -fsS -m 60 -o /dev/null -H "Authorization: Bearer $CRON_SECRET" "$SIM_URL/api/workspace-events/poll"
diff --git a/helm/sim/values.yaml b/helm/sim/values.yaml
index b3a2561a805..70f836782c3 100644
--- a/helm/sim/values.yaml
+++ b/helm/sim/values.yaml
@@ -1457,6 +1457,15 @@ cronjobs:
       successfulJobsHistoryLimit: 3
       failedJobsHistoryLimit: 1
 
+    connectorMemberSync:
+      enabled: true
+      name: connector-member-sync
+      schedule: "*/5 * * * *"
+      path: "/api/knowledge/connectors/member-sync"
+      concurrencyPolicy: Forbid
+      successfulJobsHistoryLimit: 3
+      failedJobsHistoryLimit: 1
+
     runDataDrains:
       enabled: true
       name: run-data-drains
diff --git a/scripts/check-api-validation-contracts.ts b/scripts/check-api-validation-contracts.ts
index c5d37326bb0..378d7ce4aa6 100644
--- a/scripts/check-api-validation-contracts.ts
+++ b/scripts/check-api-validation-contracts.ts
@@ -98,6 +98,7 @@ const INDIRECT_ZOD_ROUTES = new Set([
   'apps/sim/app/api/cron/workspace-file-search-dispatch/route.ts',
   'apps/sim/app/api/logs/cleanup/route.ts',
   'apps/sim/app/api/knowledge/connectors/sync/route.ts',
+  'apps/sim/app/api/knowledge/connectors/member-sync/route.ts',
   'apps/sim/app/api/webhooks/outbox/process/route.ts',
   'apps/sim/app/api/webhooks/cleanup/idempotency/route.ts',
   // Shared Slack app event ingest. The body is an opaque, HMAC-verified Slack

From 22d243ec98d286fd3a6f02e0f771b2239dc68c5e Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 19:10:34 -0700
Subject: [PATCH 09/76] feat(knowledge): let connectors enter members mode

Wires the members-mode engine to the connector surface. A connector can be
created in members mode (admin only) bound to a Credential Group option, or
switched between modes through a new admin-only access operation and route:
the switch takes the connector's content lease, rewrites the documents' ACLs
to the new mode's default in bounded batches (finishing under the member run
when the request budget runs out), grants or revokes the option's credentials
in the group's policy, flips the mode, and queues the first run of the new
engine. Members-mode source edits refuse listing caps and queue a member run,
a manual sync routes to the member queue, keep-documents deletion is refused,
and deletion revokes the grant. Contracts carry the access mode, the binding,
the member-sync state, the member summary, and member run logs; the member
scheduler and dispatch honour a paused connector.
---
 .../connectors/[connectorId]/access/route.ts  |  38 ++
 .../api/knowledge/[id]/connectors/route.ts    |   3 +
 .../knowledge/connectors/member-sync/route.ts |   1 +
 .../contracts/knowledge/connectors.test.ts    |  91 ++++
 .../lib/api/contracts/knowledge/connectors.ts | 161 ++++++-
 apps/sim/lib/core/application/index.ts        |   1 +
 .../application/workspace-authorization.ts    |  15 +
 apps/sim/lib/knowledge/api/internal-route.ts  |  17 +
 .../knowledge/application/connector-access.ts | 172 ++++++++
 .../knowledge/application/connectors.test.ts  |  71 ++++
 .../lib/knowledge/application/connectors.ts   | 111 ++++-
 .../knowledge/application/operations.test.ts  |   1 +
 .../lib/knowledge/application/operations.ts   |  12 +
 .../lib/knowledge/connectors/member-access.ts |  34 +-
 .../knowledge/connectors/member-queue.test.ts |   1 +
 .../lib/knowledge/connectors/member-queue.ts  |   7 +
 .../orchestration/connector-access.test.ts    | 266 ++++++++++++
 .../orchestration/connector-access.ts         | 392 ++++++++++++++++++
 .../orchestration/connectors.test.ts          | 128 ++++++
 .../lib/knowledge/orchestration/connectors.ts | 197 ++++++++-
 packages/testing/src/mocks/schema.mock.ts     |  60 +++
 21 files changed, 1726 insertions(+), 53 deletions(-)
 create mode 100644 apps/sim/app/api/knowledge/[id]/connectors/[connectorId]/access/route.ts
 create mode 100644 apps/sim/lib/api/contracts/knowledge/connectors.test.ts
 create mode 100644 apps/sim/lib/knowledge/application/connector-access.ts
 create mode 100644 apps/sim/lib/knowledge/orchestration/connector-access.test.ts
 create mode 100644 apps/sim/lib/knowledge/orchestration/connector-access.ts

diff --git a/apps/sim/app/api/knowledge/[id]/connectors/[connectorId]/access/route.ts b/apps/sim/app/api/knowledge/[id]/connectors/[connectorId]/access/route.ts
new file mode 100644
index 00000000000..129ee5eea24
--- /dev/null
+++ b/apps/sim/app/api/knowledge/[id]/connectors/[connectorId]/access/route.ts
@@ -0,0 +1,38 @@
+import { updateKnowledgeConnectorAccessContract } from '@/lib/api/contracts/knowledge'
+import { defineInternalJsonRoute, internalRateLimits } from '@/lib/api/server/routes'
+import {
+  resolveInternalKnowledgeBillingAttribution,
+  toInternalKnowledgeConnector,
+} from '@/lib/knowledge/api/internal-route'
+import {
+  internalKnowledgeErrorPolicies,
+  internalKnowledgeSessionOrExecutorAuth,
+} from '@/lib/knowledge/api/route-policies'
+import { updateKnowledgeConnectorAccess } from '@/lib/knowledge/application/connector-access'
+import { knowledgeOperations } from '@/lib/knowledge/application/operations'
+
+export const PATCH = defineInternalJsonRoute({
+  contract: updateKnowledgeConnectorAccessContract,
+  auth: internalKnowledgeSessionOrExecutorAuth,
+  operation: knowledgeOperations.updateConnectorAccess,
+  rateLimit: internalRateLimits.none({
+    reason: 'A settings action an admin performs by hand; the switch itself is bounded',
+  }),
+  errorPolicy: internalKnowledgeErrorPolicies.connectors,
+  mapInput: ({ params, body }, { principal, request }) => ({
+    connectorId: params.connectorId,
+    knowledgeBaseId: params.id,
+    accessMode: body.accessMode,
+    credentialGroupId: body.credentialGroupId,
+    credentialGroupOptionId: body.credentialGroupOptionId,
+    credentialId: body.credentialId,
+    resolveBillingAttribution: (workspaceId: string) =>
+      resolveInternalKnowledgeBillingAttribution(request, principal, workspaceId),
+    source: 'ui' as const,
+  }),
+  useCase: updateKnowledgeConnectorAccess,
+  present: ({ connector }) => ({
+    success: true as const,
+    data: toInternalKnowledgeConnector(connector),
+  }),
+})
diff --git a/apps/sim/app/api/knowledge/[id]/connectors/route.ts b/apps/sim/app/api/knowledge/[id]/connectors/route.ts
index b28042f6481..28199775a22 100644
--- a/apps/sim/app/api/knowledge/[id]/connectors/route.ts
+++ b/apps/sim/app/api/knowledge/[id]/connectors/route.ts
@@ -49,6 +49,9 @@ export const POST = defineInternalJsonRoute({
     apiKey: body.apiKey,
     sourceConfig: body.sourceConfig,
     syncIntervalMinutes: body.syncIntervalMinutes,
+    accessMode: body.accessMode,
+    credentialGroupId: body.credentialGroupId,
+    credentialGroupOptionId: body.credentialGroupOptionId,
     resolveBillingAttribution: (workspaceId: string) =>
       resolveInternalKnowledgeBillingAttribution(request, principal, workspaceId),
     source: 'ui' as const,
diff --git a/apps/sim/app/api/knowledge/connectors/member-sync/route.ts b/apps/sim/app/api/knowledge/connectors/member-sync/route.ts
index d60058e50dd..076344f81dd 100644
--- a/apps/sim/app/api/knowledge/connectors/member-sync/route.ts
+++ b/apps/sim/app/api/knowledge/connectors/member-sync/route.ts
@@ -168,6 +168,7 @@ export const GET = withRouteHandler(async (request: NextRequest) => {
       .where(
         and(
           eq(knowledgeConnector.accessMode, 'members'),
+          inArray(knowledgeConnector.status, ['active', 'error']),
           inArray(knowledgeConnector.memberSyncStatus, QUEUEABLE_MEMBER_SYNC_STATUSES),
           lte(knowledgeConnector.nextMemberSyncAt, now),
           isNull(knowledgeConnector.archivedAt),
diff --git a/apps/sim/lib/api/contracts/knowledge/connectors.test.ts b/apps/sim/lib/api/contracts/knowledge/connectors.test.ts
new file mode 100644
index 00000000000..92052a6afe3
--- /dev/null
+++ b/apps/sim/lib/api/contracts/knowledge/connectors.test.ts
@@ -0,0 +1,91 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import {
+  createConnectorBodySchema,
+  updateConnectorAccessBodySchema,
+} from '@/lib/api/contracts/knowledge/connectors'
+
+const base = {
+  connectorType: 'google_drive',
+  sourceConfig: { folderId: ['f-1'] },
+}
+
+describe('connector access binding contracts', () => {
+  it('defaults a create to workspace mode with a credential', () => {
+    const parsed = createConnectorBodySchema.parse({ ...base, credentialId: 'cred-1' })
+    expect(parsed.accessMode).toBe('workspace')
+    expect(parsed.syncIntervalMinutes).toBe(1440)
+  })
+
+  it('requires both group ids for members mode and refuses a credential there', () => {
+    expect(createConnectorBodySchema.safeParse({ ...base, accessMode: 'members' }).success).toBe(
+      false
+    )
+    expect(
+      createConnectorBodySchema.safeParse({
+        ...base,
+        accessMode: 'members',
+        credentialGroupId: 'group-1',
+      }).success
+    ).toBe(false)
+    expect(
+      createConnectorBodySchema.safeParse({
+        ...base,
+        accessMode: 'members',
+        credentialGroupId: 'group-1',
+        credentialGroupOptionId: 'option-1',
+        credentialId: 'cred-1',
+      }).success
+    ).toBe(false)
+    expect(
+      createConnectorBodySchema.safeParse({
+        ...base,
+        accessMode: 'members',
+        credentialGroupId: 'group-1',
+        credentialGroupOptionId: 'option-1',
+      }).success
+    ).toBe(true)
+  })
+
+  it('refuses a group binding on a workspace-mode connector', () => {
+    expect(
+      createConnectorBodySchema.safeParse({
+        ...base,
+        credentialId: 'cred-1',
+        credentialGroupId: 'group-1',
+      }).success
+    ).toBe(false)
+  })
+
+  it('applies the same rules to a mode switch', () => {
+    expect(
+      updateConnectorAccessBodySchema.safeParse({
+        accessMode: 'members',
+        credentialGroupId: 'group-1',
+        credentialGroupOptionId: 'option-1',
+      }).success
+    ).toBe(true)
+    expect(
+      updateConnectorAccessBodySchema.safeParse({
+        accessMode: 'workspace',
+        credentialId: 'cred-1',
+      }).success
+    ).toBe(true)
+    expect(
+      updateConnectorAccessBodySchema.safeParse({
+        accessMode: 'workspace',
+        credentialGroupOptionId: 'option-1',
+      }).success
+    ).toBe(false)
+    expect(
+      updateConnectorAccessBodySchema.safeParse({
+        accessMode: 'members',
+        credentialGroupId: 'group-1',
+        credentialGroupOptionId: 'option-1',
+        credentialId: 'cred-1',
+      }).success
+    ).toBe(false)
+  })
+})
diff --git a/apps/sim/lib/api/contracts/knowledge/connectors.ts b/apps/sim/lib/api/contracts/knowledge/connectors.ts
index 5261106be51..894ac16aabc 100644
--- a/apps/sim/lib/api/contracts/knowledge/connectors.ts
+++ b/apps/sim/lib/api/contracts/knowledge/connectors.ts
@@ -12,13 +12,100 @@ import {
   MAX_KNOWLEDGE_CONNECTOR_DOCUMENT_PAGE_SIZE,
 } from '@/lib/knowledge/constants'
 
-export const createConnectorBodySchema = z.object({
-  connectorType: z.string().min(1),
-  credentialId: z.string().min(1).optional(),
-  apiKey: z.string().min(1).optional(),
-  sourceConfig: z.record(z.string(), z.unknown()),
-  syncIntervalMinutes: z.number().int().min(0).default(1440),
-})
+/**
+ * How a connector derives document access. `workspace` syncs as one credential
+ * and every document is visible to the workspace; `members` crawls once per
+ * Credential Group member and a document is visible to the members whose crawl
+ * returned it. `admin` is reserved.
+ */
+export const connectorAccessModeSchema = z.enum(['workspace', 'members', 'admin'])
+export type ConnectorAccessMode = z.output<typeof connectorAccessModeSchema>
+
+/** The modes a caller may put a connector into. */
+export const connectorRequestedAccessModeSchema = z.enum(['workspace', 'members'])
+
+const connectorAccessBindingShape = {
+  accessMode: connectorRequestedAccessModeSchema.optional().default('workspace'),
+  /** Members mode: the Credential Group whose option supplies member credentials. */
+  credentialGroupId: z.string().min(1).optional(),
+  /** Members mode: the option within the group; must collect this connector's provider. */
+  credentialGroupOptionId: z.string().min(1).optional(),
+} as const
+
+function requireAccessBinding(
+  value: {
+    accessMode: 'workspace' | 'members'
+    credentialGroupId?: string
+    credentialGroupOptionId?: string
+  },
+  ctx: z.RefinementCtx
+): void {
+  if (value.accessMode === 'members') {
+    if (!value.credentialGroupId) {
+      ctx.addIssue({
+        code: 'custom',
+        path: ['credentialGroupId'],
+        message: 'credentialGroupId is required when accessMode is members',
+      })
+    }
+    if (!value.credentialGroupOptionId) {
+      ctx.addIssue({
+        code: 'custom',
+        path: ['credentialGroupOptionId'],
+        message: 'credentialGroupOptionId is required when accessMode is members',
+      })
+    }
+    return
+  }
+  if (value.credentialGroupId || value.credentialGroupOptionId) {
+    ctx.addIssue({
+      code: 'custom',
+      path: ['credentialGroupId'],
+      message: 'A Credential Group binding only applies when accessMode is members',
+    })
+  }
+}
+
+export const createConnectorBodySchema = z
+  .object({
+    connectorType: z.string().min(1),
+    credentialId: z.string().min(1).optional(),
+    apiKey: z.string().min(1).optional(),
+    sourceConfig: z.record(z.string(), z.unknown()),
+    syncIntervalMinutes: z.number().int().min(0).default(1440),
+    ...connectorAccessBindingShape,
+  })
+  .superRefine((value, ctx) => {
+    requireAccessBinding(value, ctx)
+    if (value.accessMode === 'members' && value.credentialId) {
+      ctx.addIssue({
+        code: 'custom',
+        path: ['credentialId'],
+        message: 'A members-mode connector crawls with member credentials, not a credentialId',
+      })
+    }
+  })
+
+/**
+ * Moves a connector between access modes. Switching to workspace mode needs
+ * the credential the connector will sync as from then on.
+ */
+export const updateConnectorAccessBodySchema = z
+  .object({
+    ...connectorAccessBindingShape,
+    credentialId: z.string().min(1).optional(),
+  })
+  .superRefine((value, ctx) => {
+    requireAccessBinding(value, ctx)
+    if (value.accessMode === 'members' && value.credentialId) {
+      ctx.addIssue({
+        code: 'custom',
+        path: ['credentialId'],
+        message: 'A members-mode connector crawls with member credentials, not a credentialId',
+      })
+    }
+  })
+export type UpdateConnectorAccessBody = z.input<typeof updateConnectorAccessBodySchema>
 
 export const updateConnectorBodySchema = z.object({
   sourceConfig: z.record(z.string(), z.unknown()).optional(),
@@ -67,6 +154,17 @@ export const connectorDataSchema = z
     lastSyncDocCount: z.number().nullable(),
     nextSyncAt: z.string().nullable(),
     consecutiveFailures: z.number(),
+    accessMode: connectorAccessModeSchema,
+    credentialGroupId: z.string().nullable(),
+    credentialGroupOptionId: z.string().nullable(),
+    /** Members mode only; `idle` otherwise. */
+    memberSyncStatus: z.enum(['idle', 'pending', 'running', 'error', 'disabled']),
+    lastMemberSyncAt: z.string().nullable(),
+    nextMemberSyncAt: z.string().nullable(),
+    lastMemberSyncError: z.string().nullable(),
+    memberSyncConsecutiveFailures: z.number(),
+    /** A mode switch left its ACL rewrite for the next member run to finish. */
+    accessRewritePending: z.boolean(),
     createdAt: z.string(),
     updatedAt: z.string(),
   })
@@ -101,8 +199,46 @@ export const syncLogDataSchema = z
   .passthrough()
 export type SyncLogData = z.output<typeof syncLogDataSchema>
 
+export const memberSyncLogDataSchema = z
+  .object({
+    id: z.string(),
+    connectorId: z.string(),
+    status: syncLogStatusSchema,
+    startedAt: z.string(),
+    completedAt: z.string().nullable(),
+    membersClaimed: z.number(),
+    membersCompleted: z.number(),
+    membersIncomplete: z.number(),
+    membersFailed: z.number(),
+    docsListed: z.number(),
+    docsAdded: z.number(),
+    docsUpdated: z.number(),
+    docsUnchanged: z.number(),
+    docsHydratedOnce: z.number(),
+    observationsAdded: z.number(),
+    observationsRemoved: z.number(),
+    docsTombstoned: z.number(),
+    docsResurrected: z.number(),
+    docsPurged: z.number(),
+    credentialsAudited: z.number(),
+    errorMessage: z.string().nullable(),
+  })
+  .passthrough()
+export type MemberSyncLogData = z.output<typeof memberSyncLogDataSchema>
+
+/** How many of a members-mode connector's members are in each state. */
+export const connectorMemberSummarySchema = z.object({
+  active: z.number().int().nonnegative(),
+  suspended: z.number().int().nonnegative(),
+  /** Active members whose last complete listing is older than the staleness window. */
+  stale: z.number().int().nonnegative(),
+})
+export type ConnectorMemberSummary = z.output<typeof connectorMemberSummarySchema>
+
 export const connectorDetailDataSchema = connectorDataSchema.extend({
   syncLogs: z.array(syncLogDataSchema),
+  memberSyncLogs: z.array(memberSyncLogDataSchema),
+  members: connectorMemberSummarySchema,
 })
 export type ConnectorDetailData = z.output<typeof connectorDetailDataSchema>
 
@@ -170,6 +306,17 @@ export const updateKnowledgeConnectorContract = defineRouteContract({
   },
 })
 
+export const updateKnowledgeConnectorAccessContract = defineRouteContract({
+  method: 'PATCH',
+  path: '/api/knowledge/[id]/connectors/[connectorId]/access',
+  params: knowledgeConnectorParamsSchema,
+  body: updateConnectorAccessBodySchema,
+  response: {
+    mode: 'json',
+    schema: successResponseSchema(connectorDataSchema),
+  },
+})
+
 export const deleteKnowledgeConnectorContract = defineRouteContract({
   method: 'DELETE',
   path: '/api/knowledge/[id]/connectors/[connectorId]',
diff --git a/apps/sim/lib/core/application/index.ts b/apps/sim/lib/core/application/index.ts
index 52cecb7dbb4..e9c81f031e0 100644
--- a/apps/sim/lib/core/application/index.ts
+++ b/apps/sim/lib/core/application/index.ts
@@ -43,6 +43,7 @@ export {
   PrincipalKindAuthorizationError,
   requireAllowedWorkspacePrincipal,
   requirePersonalApiKeysAllowed,
+  requireWorkspaceRole,
   WorkspaceApiKeyAuthorizationError,
   WorkspaceApiKeyScopeAuthorizationError,
 } from '@/lib/core/application/workspace-authorization'
diff --git a/apps/sim/lib/core/application/workspace-authorization.ts b/apps/sim/lib/core/application/workspace-authorization.ts
index 167a7972234..cf2a41096dc 100644
--- a/apps/sim/lib/core/application/workspace-authorization.ts
+++ b/apps/sim/lib/core/application/workspace-authorization.ts
@@ -264,6 +264,21 @@ async function requireCurrentHumanRole<C extends WorkspaceAuthorizationContext>(
   requirePermission(permission, required)
 }
 
+/**
+ * A use case's own escalation: refuses unless the person holds `required` in
+ * the workspace right now. For an operation whose minimum role fits most of
+ * its inputs but one variant needs more — a connector that crawls as every
+ * enrolled member is an admin decision even though creating a connector is
+ * not — so the operation keeps its role and the variant asserts its own.
+ */
+export async function requireWorkspaceRole<C extends WorkspaceAuthorizationContext>(
+  userId: string,
+  context: C,
+  required: PermissionType
+): Promise<void> {
+  await requireCurrentHumanRole(userId, context, required)
+}
+
 async function requireCurrentHumanAccess<C extends WorkspaceAuthorizationContext>(
   userId: string,
   context: C,
diff --git a/apps/sim/lib/knowledge/api/internal-route.ts b/apps/sim/lib/knowledge/api/internal-route.ts
index 21fe9b0510f..9377289cbe9 100644
--- a/apps/sim/lib/knowledge/api/internal-route.ts
+++ b/apps/sim/lib/knowledge/api/internal-route.ts
@@ -10,6 +10,7 @@ import { type ChunkData, chunkDataSchema } from '@/lib/api/contracts/knowledge/c
 import {
   type ConnectorData,
   type ConnectorDetailData,
+  type ConnectorMemberSummary,
   connectorDataSchema,
   connectorDetailDataSchema,
 } from '@/lib/api/contracts/knowledge/connectors'
@@ -132,6 +133,8 @@ export function toInternalKnowledgeConnector<
     updatedAt: Date | string
     lastSyncAt: Date | string | null
     nextSyncAt: Date | string | null
+    lastMemberSyncAt: Date | string | null
+    nextMemberSyncAt: Date | string | null
   },
 >(connector: T): ConnectorData {
   return connectorDataSchema.parse({
@@ -140,6 +143,8 @@ export function toInternalKnowledgeConnector<
     updatedAt: serializeDate(connector.updatedAt),
     lastSyncAt: serializeNullableDate(connector.lastSyncAt),
     nextSyncAt: serializeNullableDate(connector.nextSyncAt),
+    lastMemberSyncAt: serializeNullableDate(connector.lastMemberSyncAt),
+    nextMemberSyncAt: serializeNullableDate(connector.nextMemberSyncAt),
   })
 }
 
@@ -150,6 +155,12 @@ export function toInternalKnowledgeConnectorDetail<
       completedAt: Date | string | null
       [key: string]: unknown
     }>
+    memberSyncLogs: Array<{
+      startedAt: Date | string
+      completedAt: Date | string | null
+      [key: string]: unknown
+    }>
+    members: ConnectorMemberSummary
   },
 >(connector: T): ConnectorDetailData {
   return connectorDetailDataSchema.parse({
@@ -159,6 +170,12 @@ export function toInternalKnowledgeConnectorDetail<
       startedAt: serializeDate(log.startedAt),
       completedAt: serializeNullableDate(log.completedAt),
     })),
+    memberSyncLogs: connector.memberSyncLogs.map((log) => ({
+      ...log,
+      startedAt: serializeDate(log.startedAt),
+      completedAt: serializeNullableDate(log.completedAt),
+    })),
+    members: connector.members,
   })
 }
 
diff --git a/apps/sim/lib/knowledge/application/connector-access.ts b/apps/sim/lib/knowledge/application/connector-access.ts
new file mode 100644
index 00000000000..996cd12ad0a
--- /dev/null
+++ b/apps/sim/lib/knowledge/application/connector-access.ts
@@ -0,0 +1,172 @@
+import { AuditAction, AuditResourceType } from '@sim/audit'
+import type { Principal } from '@sim/auth/principal'
+import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
+import { OrchestrationError } from '@/lib/core/orchestration/types'
+import { generateRequestId } from '@/lib/core/utils/request'
+import { defineAuthorizedKnowledgeUseCase } from '@/lib/knowledge/application/authorized-knowledge-use-case'
+import {
+  resolveKnowledgeAttributedUserId,
+  resolveKnowledgeBillingAttribution,
+} from '@/lib/knowledge/application/billing'
+import {
+  requireConnectorWorkspaceId,
+  requireSuccessfulOutcome,
+  resolveConnectorCredentialAccessToken,
+} from '@/lib/knowledge/application/connectors'
+import { resolveActiveKnowledgeConnectorContext } from '@/lib/knowledge/application/contexts'
+import { knowledgeOperations } from '@/lib/knowledge/application/operations'
+import {
+  performUpdateKnowledgeConnectorAccess,
+  resolveKnowledgeConnectorMembersBinding,
+} from '@/lib/knowledge/orchestration/connector-access'
+import { getKnowledgeConnector } from '@/lib/knowledge/orchestration/connectors'
+import type { KnowledgeOperationSource } from '@/lib/knowledge/orchestration/shared'
+import { getConnectorMeta } from '@/connectors/registry'
+
+export interface UpdateKnowledgeConnectorAccessInput {
+  knowledgeBaseId: string
+  connectorId: string
+  assertedWorkspaceId?: string
+  accessMode: 'workspace' | 'members'
+  credentialGroupId?: string
+  credentialGroupOptionId?: string
+  /** Workspace mode: the credential the connector syncs as from now on. */
+  credentialId?: string
+  source?: KnowledgeOperationSource
+  resolveBillingAttribution?(workspaceId: string): Promise<BillingAttributionSnapshot>
+}
+
+/**
+ * Moves a connector between workspace and members mode. Admin only: members
+ * mode lets the connector crawl as every person enrolled in the option.
+ */
+export const updateKnowledgeConnectorAccess = defineAuthorizedKnowledgeUseCase({
+  operation: knowledgeOperations.updateConnectorAccess,
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: UpdateKnowledgeConnectorAccessInput
+  }) => resolveActiveKnowledgeConnectorContext(input, principal),
+  async execute({ principal, input, context, request }) {
+    const requestId = generateRequestId()
+    const workspaceId = requireConnectorWorkspaceId(context)
+    const actingUserId = resolveKnowledgeAttributedUserId(principal, context)
+    const connector = await getKnowledgeConnector(context.knowledgeBaseId, context.connectorId)
+    if (!connector) throw new OrchestrationError('not_found', 'Connector not found')
+    const connectorMeta = getConnectorMeta(connector.connectorType)
+    if (!connectorMeta) {
+      throw new OrchestrationError(
+        'validation',
+        `Unknown connector type: ${connector.connectorType}`
+      )
+    }
+
+    const target =
+      input.accessMode === 'members'
+        ? {
+            accessMode: 'members' as const,
+            binding: await resolveKnowledgeConnectorMembersBinding({
+              workspaceId,
+              connectorMeta,
+              binding: {
+                credentialGroupId: requireBindingField(
+                  input.credentialGroupId,
+                  'credentialGroupId'
+                ),
+                credentialGroupOptionId: requireBindingField(
+                  input.credentialGroupOptionId,
+                  'credentialGroupOptionId'
+                ),
+              },
+              sourceConfig: connector.sourceConfig as Record<string, unknown>,
+            }),
+          }
+        : {
+            accessMode: 'workspace' as const,
+            credentialId: await requireUsableCredential({
+              credentialId: input.credentialId,
+              connectorAuthMode: connectorMeta.auth.mode,
+              workspaceId,
+              actingUserId,
+              requestId,
+            }),
+          }
+
+    const outcome = await performUpdateKnowledgeConnectorAccess({
+      knowledgeBase: { id: context.knowledgeBaseId, name: context.knowledgeBase.name, workspaceId },
+      connectorId: context.connectorId,
+      target,
+      resolveBillingAttribution: () =>
+        input.resolveBillingAttribution?.(workspaceId) ??
+        resolveKnowledgeBillingAttribution(principal, context),
+      userId: actingUserId,
+      source: input.source ?? 'ui',
+      requestId,
+      request,
+    })
+    requireSuccessfulOutcome(outcome, 'Knowledge connector access update failed')
+    return { connector: outcome.connector, changed: outcome.changed, workspaceId }
+  },
+  projectAudit: ({ input, context, result }) =>
+    result.changed
+      ? {
+          action: AuditAction.CONNECTOR_UPDATED,
+          resourceType: AuditResourceType.CONNECTOR,
+          resourceId: result.connector.id,
+          resourceName: result.connector.connectorType,
+          description: `Switched connector access to ${input.accessMode} mode for knowledge base "${context.knowledgeBase.name}"`,
+          metadata: {
+            source: input.source,
+            knowledgeBaseId: context.knowledgeBaseId,
+            knowledgeBaseName: context.knowledgeBase.name,
+            connectorType: result.connector.connectorType,
+            updatedFields: ['accessMode'],
+            accessMode: input.accessMode,
+            ...(input.credentialGroupId ? { credentialGroupId: input.credentialGroupId } : {}),
+            ...(input.credentialGroupOptionId
+              ? { credentialGroupOptionId: input.credentialGroupOptionId }
+              : {}),
+          },
+        }
+      : [],
+})
+
+function requireBindingField(value: string | undefined, field: string): string {
+  if (!value) throw new OrchestrationError('validation', `${field} is required for members mode`)
+  return value
+}
+
+/**
+ * Workspace mode needs a credential the caller may use, and one that yields a
+ * token, since the connector syncs as it from then on. An API-key connector
+ * has no credential to name and keeps its stored key.
+ */
+async function requireUsableCredential(input: {
+  credentialId: string | undefined
+  connectorAuthMode: 'oauth' | 'apiKey'
+  workspaceId: string
+  actingUserId: string
+  requestId: string
+}): Promise<string> {
+  if (input.connectorAuthMode !== 'oauth') {
+    throw new OrchestrationError('validation', 'Only OAuth connectors can change access mode')
+  }
+  if (!input.credentialId) {
+    throw new OrchestrationError('validation', 'credentialId is required for workspace mode')
+  }
+  const token = await resolveConnectorCredentialAccessToken({
+    credentialId: input.credentialId,
+    workspaceId: input.workspaceId,
+    actingUserId: input.actingUserId,
+    requestId: input.requestId,
+  })
+  if (!token) {
+    throw new OrchestrationError(
+      'validation',
+      'Credential has no access token. Please reconnect your account.'
+    )
+  }
+  return input.credentialId
+}
diff --git a/apps/sim/lib/knowledge/application/connectors.test.ts b/apps/sim/lib/knowledge/application/connectors.test.ts
index 599f7f42ba3..b78e3b3172e 100644
--- a/apps/sim/lib/knowledge/application/connectors.test.ts
+++ b/apps/sim/lib/knowledge/application/connectors.test.ts
@@ -22,6 +22,7 @@ const mocks = vi.hoisted(() => ({
   validateConnectorConfig: vi.fn(),
   recordAudit: vi.fn(),
   getUserPermissionConfig: vi.fn(),
+  resolveMembersBinding: vi.fn(),
 }))
 
 vi.mock('@sim/audit', () => ({
@@ -51,6 +52,10 @@ vi.mock('@/lib/knowledge/application/contexts', () => ({
   resolveActiveKnowledgeConnectorContext: mocks.resolveConnector,
 }))
 
+vi.mock('@/lib/knowledge/orchestration/connector-access', () => ({
+  resolveKnowledgeConnectorMembersBinding: mocks.resolveMembersBinding,
+}))
+
 vi.mock('@/lib/knowledge/orchestration/connectors', () => ({
   performCreateKnowledgeConnector: mocks.createConnector,
   performUpdateKnowledgeConnector: mocks.updateConnector,
@@ -832,3 +837,69 @@ describe('knowledge connector application use cases', () => {
     })
   })
 })
+
+describe('members-mode connector creation', () => {
+  const sessionPrincipal = { kind: 'session' as const, userId: 'user-1', sessionId: 'session-1' }
+  const membersInput = {
+    knowledgeBaseId: 'knowledge-b',
+    connectorType: 'google_drive',
+    sourceConfig: { folderId: ['f-1'] },
+    syncIntervalMinutes: 1440,
+    accessMode: 'members' as const,
+    credentialGroupId: 'group-1',
+    credentialGroupOptionId: 'option-1',
+  }
+
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mocks.resolveKnowledgeBase.mockResolvedValue(crossWorkspaceContext)
+    mocks.getUserPermissionConfig.mockResolvedValue(DEFAULT_PERMISSION_GROUP_CONFIG)
+    mocks.resolveMembersBinding.mockResolvedValue({
+      credentialGroupId: 'group-1',
+      credentialGroupOptionId: 'option-1',
+      workspaceId: 'workspace-b',
+    })
+    mocks.createConnector.mockResolvedValue({
+      success: true,
+      connector: {
+        id: 'connector-1',
+        connectorType: 'google_drive',
+        syncIntervalMinutes: 1440,
+        accessMode: 'members',
+        credentialId: null,
+      },
+    })
+  })
+
+  it('refuses members mode to a member below admin', async () => {
+    mocks.resolvePermission.mockResolvedValue('write')
+
+    await expect(
+      createKnowledgeConnector.execute({ principal: sessionPrincipal, input: membersInput })
+    ).rejects.toMatchObject({ name: 'InsufficientWorkspacePermissionsError' })
+    expect(mocks.createConnector).not.toHaveBeenCalled()
+  })
+
+  it('validates the binding and passes it through for an admin', async () => {
+    mocks.resolvePermission.mockResolvedValue('admin')
+
+    await createKnowledgeConnector.execute({ principal: sessionPrincipal, input: membersInput })
+
+    expect(mocks.resolveMembersBinding).toHaveBeenCalledWith(
+      expect.objectContaining({
+        workspaceId: 'workspace-b',
+        binding: { credentialGroupId: 'group-1', credentialGroupOptionId: 'option-1' },
+        sourceConfig: membersInput.sourceConfig,
+      })
+    )
+    expect(mocks.createConnector).toHaveBeenCalledWith(
+      expect.objectContaining({
+        membersBinding: expect.objectContaining({
+          credentialGroupId: 'group-1',
+          credentialGroupOptionId: 'option-1',
+        }),
+        credentialId: undefined,
+      })
+    )
+  })
+})
diff --git a/apps/sim/lib/knowledge/application/connectors.ts b/apps/sim/lib/knowledge/application/connectors.ts
index ed60b972165..0233b7ee282 100644
--- a/apps/sim/lib/knowledge/application/connectors.ts
+++ b/apps/sim/lib/knowledge/application/connectors.ts
@@ -2,10 +2,17 @@ import { AuditAction, AuditResourceType } from '@sim/audit'
 import type { Principal } from '@sim/auth/principal'
 import { resolvePrincipalSubjectUserId } from '@sim/auth/principal'
 import { db } from '@sim/db'
-import { document, knowledgeConnector, knowledgeConnectorSyncLog } from '@sim/db/schema'
-import { and, asc, count, desc, eq, inArray, isNull } from 'drizzle-orm'
+import {
+  document,
+  knowledgeConnector,
+  knowledgeConnectorMember,
+  knowledgeConnectorMemberSyncLog,
+  knowledgeConnectorSyncLog,
+} from '@sim/db/schema'
+import { and, asc, count, desc, eq, inArray, isNull, lt, or, sql } from 'drizzle-orm'
 import { decryptApiKey } from '@/lib/api-key/crypto'
 import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
+import { requireWorkspaceRole } from '@/lib/core/application'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { generateRequestId } from '@/lib/core/utils/request'
 import {
@@ -24,11 +31,13 @@ import {
   resolveActiveKnowledgeResourceContext,
 } from '@/lib/knowledge/application/contexts'
 import { knowledgeOperations } from '@/lib/knowledge/application/operations'
+import { MEMBER_OBSERVATION_STALE_AFTER_HOURS } from '@/lib/knowledge/connectors/sync-limits'
 import {
   DEFAULT_KNOWLEDGE_CONNECTOR_DOCUMENT_PAGE_SIZE,
   MAX_KNOWLEDGE_CONNECTOR_DOCUMENT_MUTATION_ITEMS,
   MAX_KNOWLEDGE_CONNECTOR_DOCUMENT_PAGE_SIZE,
 } from '@/lib/knowledge/constants'
+import { resolveKnowledgeConnectorMembersBinding } from '@/lib/knowledge/orchestration/connector-access'
 import {
   getKnowledgeConnector,
   type KnowledgeConnectorRow,
@@ -45,6 +54,7 @@ import type {
 import { refreshAccessTokenIfNeeded } from '@/lib/oauth/credential-service'
 import { CAPABILITY_RULES, refuseCapability } from '@/lib/permission-groups/capabilities'
 import { resolvePermissionGroupConfig } from '@/lib/permission-groups/config-scope.server'
+import { getConnectorMeta } from '@/connectors/registry'
 
 interface KnowledgeConnectorApplicationInput {
   assertedWorkspaceId?: string
@@ -71,6 +81,10 @@ export interface CreateKnowledgeConnectorInput extends KnowledgeConnectorApplica
   apiKey?: string
   sourceConfig: Record<string, unknown>
   syncIntervalMinutes: number
+  /** `members` crawls per Credential Group member; admin only. Defaults to `workspace`. */
+  accessMode?: 'workspace' | 'members'
+  credentialGroupId?: string
+  credentialGroupOptionId?: string
   resolveBillingAttribution?(workspaceId: string): Promise<BillingAttributionSnapshot>
 }
 
@@ -143,7 +157,7 @@ async function assertConnectorTypeAllowed(
   refuseCapability('knowledge.connectors')
 }
 
-function requireSuccessfulOutcome<T extends object>(
+export function requireSuccessfulOutcome<T extends object>(
   outcome: KnowledgeOrchestrationResult<T>,
   fallback: string
 ): asserts outcome is { success: true } & T {
@@ -162,7 +176,7 @@ function connectorTarget(context: ActiveKnowledgeResourceBaseContext) {
   }
 }
 
-function requireConnectorWorkspaceId(context: ActiveKnowledgeResourceBaseContext): string {
+export function requireConnectorWorkspaceId(context: ActiveKnowledgeResourceBaseContext): string {
   if (!context.workspaceId) {
     throw new OrchestrationError('conflict', 'Knowledge base is missing workspace billing context')
   }
@@ -188,7 +202,7 @@ async function resolveAuthorizedConnectorCredentialIdentity(input: {
   return resolveCredentialTokenIdentity(input.credentialId, input.workspaceId)
 }
 
-async function resolveConnectorCredentialAccessToken(input: {
+export async function resolveConnectorCredentialAccessToken(input: {
   credentialId: string
   workspaceId: string
   actingUserId: string
@@ -325,17 +339,54 @@ export const readKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
   async execute({ context }) {
     const connector = await getKnowledgeConnector(context.knowledgeBaseId, context.connectorId)
     if (!connector) throw new OrchestrationError('not_found', 'Connector not found')
-    const syncLogs = await db
-      .select()
-      .from(knowledgeConnectorSyncLog)
-      .where(eq(knowledgeConnectorSyncLog.connectorId, context.connectorId))
-      .orderBy(desc(knowledgeConnectorSyncLog.startedAt))
-      .limit(10)
+    const [syncLogs, memberSyncLogs, members] = await Promise.all([
+      db
+        .select()
+        .from(knowledgeConnectorSyncLog)
+        .where(eq(knowledgeConnectorSyncLog.connectorId, context.connectorId))
+        .orderBy(desc(knowledgeConnectorSyncLog.startedAt))
+        .limit(10),
+      db
+        .select()
+        .from(knowledgeConnectorMemberSyncLog)
+        .where(eq(knowledgeConnectorMemberSyncLog.connectorId, context.connectorId))
+        .orderBy(desc(knowledgeConnectorMemberSyncLog.startedAt))
+        .limit(10),
+      summarizeConnectorMembers(context.connectorId, connector.syncIntervalMinutes),
+    ])
     const { encryptedApiKey: _encryptedApiKey, ...connectorData } = connector
-    return { connector: { ...connectorData, syncLogs } }
+    return { connector: { ...connectorData, syncLogs, memberSyncLogs, members } }
   },
 })
 
+/**
+ * How many members a connector has in each state, for the settings surface.
+ * Stale mirrors the scheduler's sweep window: an active member whose last
+ * complete listing is older than `max(24 h, 2 × interval)`.
+ */
+async function summarizeConnectorMembers(
+  connectorId: string,
+  syncIntervalMinutes: number
+): Promise<{ active: number; suspended: number; stale: number }> {
+  const staleWindowMs = Math.max(
+    MEMBER_OBSERVATION_STALE_AFTER_HOURS * 60 * 60 * 1000,
+    2 * syncIntervalMinutes * 60 * 1000
+  )
+  const staleCutoff = new Date(Date.now() - staleWindowMs)
+  const [row] = await db
+    .select({
+      active: sql<number>`count(*) FILTER (WHERE ${knowledgeConnectorMember.status} = 'active')::int`,
+      suspended: sql<number>`count(*) FILTER (WHERE ${knowledgeConnectorMember.status} <> 'active')::int`,
+      stale: sql<number>`count(*) FILTER (WHERE ${knowledgeConnectorMember.status} = 'active' AND ${or(
+        isNull(knowledgeConnectorMember.lastCompleteListingAt),
+        lt(knowledgeConnectorMember.lastCompleteListingAt, staleCutoff)
+      )})::int`,
+    })
+    .from(knowledgeConnectorMember)
+    .where(eq(knowledgeConnectorMember.connectorId, connectorId))
+  return { active: row?.active ?? 0, suspended: row?.suspended ?? 0, stale: row?.stale ?? 0 }
+}
+
 export const createKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.createConnector,
   resolveContext: ({
@@ -355,6 +406,40 @@ export const createKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
       workspaceId,
       input.connectorType
     )
+    let membersBinding: { credentialGroupId: string; credentialGroupOptionId: string } | undefined
+    if (input.accessMode === 'members') {
+      /**
+       * Members mode grants the connector every enrolled member's credential,
+       * which is an admin decision even though creating a connector is not.
+       */
+      const subjectUserId = resolvePrincipalSubjectUserId(principal)
+      if (!subjectUserId || context.workspaceId === undefined) {
+        throw new OrchestrationError(
+          'forbidden',
+          'A members-mode connector needs a signed-in admin'
+        )
+      }
+      await requireWorkspaceRole(subjectUserId, context, 'admin')
+      const connectorMeta = getConnectorMeta(input.connectorType)
+      if (!connectorMeta) {
+        throw new OrchestrationError('validation', `Unknown connector type: ${input.connectorType}`)
+      }
+      if (!input.credentialGroupId || !input.credentialGroupOptionId) {
+        throw new OrchestrationError(
+          'validation',
+          'credentialGroupId and credentialGroupOptionId are required for members mode'
+        )
+      }
+      membersBinding = await resolveKnowledgeConnectorMembersBinding({
+        workspaceId,
+        connectorMeta,
+        binding: {
+          credentialGroupId: input.credentialGroupId,
+          credentialGroupOptionId: input.credentialGroupOptionId,
+        },
+        sourceConfig: input.sourceConfig,
+      })
+    }
     const outcome = await performCreateKnowledgeConnector({
       knowledgeBase: connectorTarget(context),
       connectorType: input.connectorType,
@@ -362,6 +447,7 @@ export const createKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
       apiKey: input.apiKey,
       sourceConfig: input.sourceConfig,
       syncIntervalMinutes: input.syncIntervalMinutes,
+      membersBinding,
       resolveBillingAttribution: () =>
         input.resolveBillingAttribution?.(workspaceId) ??
         resolveKnowledgeBillingAttribution(principal, context),
@@ -395,6 +481,7 @@ export const createKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
       connectorType: result.connector.connectorType,
       syncIntervalMinutes: result.connector.syncIntervalMinutes,
       authMode: result.connector.credentialId ? 'oauth' : 'apiKey',
+      accessMode: result.connector.accessMode,
     },
   }),
 })
diff --git a/apps/sim/lib/knowledge/application/operations.test.ts b/apps/sim/lib/knowledge/application/operations.test.ts
index 9180ee81346..d6fdb40895d 100644
--- a/apps/sim/lib/knowledge/application/operations.test.ts
+++ b/apps/sim/lib/knowledge/application/operations.test.ts
@@ -55,6 +55,7 @@ describe('knowledge operation registry', () => {
       'knowledge.connectors.read',
       'knowledge.connectors.create',
       'knowledge.connectors.update',
+      'knowledge.connectors.access.update',
       'knowledge.connectors.delete',
       'knowledge.connectors.sync',
       'knowledge.connectors.documents.list',
diff --git a/apps/sim/lib/knowledge/application/operations.ts b/apps/sim/lib/knowledge/application/operations.ts
index ddd8cdc6fe8..05ee5ea1bd0 100644
--- a/apps/sim/lib/knowledge/application/operations.ts
+++ b/apps/sim/lib/knowledge/application/operations.ts
@@ -386,6 +386,18 @@ export const knowledgeOperations = {
     capability: 'knowledge.use',
     ...HUMAN_AND_COPILOT_PRINCIPAL_POLICY,
   }),
+  /**
+   * Which people a connector crawls as is an admin decision: members mode
+   * grants the connector every enrolled member's credential. Session only —
+   * it is a settings action, not something an agent or key performs.
+   */
+  updateConnectorAccess: defineWorkspaceOperation({
+    id: 'knowledge.connectors.access.update',
+    minimumRole: 'admin',
+    workspaceApiKey: 'deny',
+    capability: 'knowledge.use',
+    principalKinds: ['session'],
+  }),
   deleteConnector: defineWorkspaceOperation({
     id: 'knowledge.connectors.delete',
     minimumRole: 'write',
diff --git a/apps/sim/lib/knowledge/connectors/member-access.ts b/apps/sim/lib/knowledge/connectors/member-access.ts
index e4894770a63..ef73cc100dd 100644
--- a/apps/sim/lib/knowledge/connectors/member-access.ts
+++ b/apps/sim/lib/knowledge/connectors/member-access.ts
@@ -364,6 +364,25 @@ function isCapFieldSet(value: unknown): boolean {
   return true
 }
 
+/**
+ * The message refusing a source config that caps a per-member listing, or
+ * null when nothing caps it. A cap would hide part of a member's corpus and
+ * suppress removals forever, so it is refused on every members-mode save.
+ */
+export function findListingCapViolation(
+  connectorMeta: Pick<ConnectorMeta, 'permissionScopedListing' | 'configFields'>,
+  sourceConfig: Record<string, unknown>
+): string | null {
+  const capFields = (connectorMeta.permissionScopedListing?.capFieldIds ?? []).filter((fieldId) =>
+    isCapFieldSet(sourceConfig[fieldId])
+  )
+  if (capFields.length === 0) return null
+  const titles = capFields.map(
+    (fieldId) => connectorMeta.configFields.find((field) => field.id === fieldId)?.title ?? fieldId
+  )
+  return `${titles.join(', ')} cannot be set when syncing per member: every member's listing must be complete for their access to be tracked`
+}
+
 /**
  * Decides whether a connector may crawl per member with one option's
  * credentials. Pure apart from the provider's own scope policy, so a route can
@@ -419,18 +438,7 @@ export function validateKnowledgeConnectorMembersBinding(input: {
       message: `Credential option does not request every permission ${connectorMeta.name} needs to read the source`,
     }
   }
-  const capFields = connectorMeta.permissionScopedListing.capFieldIds.filter((fieldId) =>
-    isCapFieldSet(input.sourceConfig[fieldId])
-  )
-  if (capFields.length > 0) {
-    const titles = capFields.map(
-      (fieldId) =>
-        connectorMeta.configFields.find((field) => field.id === fieldId)?.title ?? fieldId
-    )
-    return {
-      ok: false,
-      message: `${titles.join(', ')} cannot be set when syncing per member: every member's listing must be complete for their access to be tracked`,
-    }
-  }
+  const capViolation = findListingCapViolation(connectorMeta, input.sourceConfig)
+  if (capViolation) return { ok: false, message: capViolation }
   return { ok: true, option }
 }
diff --git a/apps/sim/lib/knowledge/connectors/member-queue.test.ts b/apps/sim/lib/knowledge/connectors/member-queue.test.ts
index bd8a49d45bc..024731eeb7e 100644
--- a/apps/sim/lib/knowledge/connectors/member-queue.test.ts
+++ b/apps/sim/lib/knowledge/connectors/member-queue.test.ts
@@ -43,6 +43,7 @@ const BILLING = {
 const CONNECTOR_ROW = {
   knowledgeBaseId: 'kb-1',
   accessMode: 'members',
+  status: 'active',
   memberSyncStatus: 'idle',
   nextMemberSyncAt: null,
   archivedAt: null,
diff --git a/apps/sim/lib/knowledge/connectors/member-queue.ts b/apps/sim/lib/knowledge/connectors/member-queue.ts
index e556e3afaf9..972ea2fa158 100644
--- a/apps/sim/lib/knowledge/connectors/member-queue.ts
+++ b/apps/sim/lib/knowledge/connectors/member-queue.ts
@@ -189,6 +189,7 @@ export async function dispatchMemberSync(
     .select({
       knowledgeBaseId: knowledgeConnector.knowledgeBaseId,
       accessMode: knowledgeConnector.accessMode,
+      status: knowledgeConnector.status,
       memberSyncStatus: knowledgeConnector.memberSyncStatus,
       nextMemberSyncAt: knowledgeConnector.nextMemberSyncAt,
       archivedAt: knowledgeConnector.archivedAt,
@@ -230,6 +231,12 @@ export async function dispatchMemberSync(
   if (row.accessMode !== 'members') {
     return { queued: false, reason: 'Connector does not sync per member' }
   }
+  if (options.requireRunnable && row.status !== 'active' && row.status !== 'error') {
+    return {
+      queued: false,
+      reason: `Connector is ${row.status} and is not synced automatically`,
+    }
+  }
   if (
     payload.dispatchToken === undefined &&
     options.requireRunnable &&
diff --git a/apps/sim/lib/knowledge/orchestration/connector-access.test.ts b/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
new file mode 100644
index 00000000000..bcff731f977
--- /dev/null
+++ b/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
@@ -0,0 +1,266 @@
+/**
+ * @vitest-environment node
+ */
+import { dbChainMockFns, queueTableRows, resetDbChainMock, schemaMock } from '@sim/testing'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const mocks = vi.hoisted(() => ({
+  grant: vi.fn(),
+  revoke: vi.fn(),
+  validateBinding: vi.fn(),
+  loadGroup: vi.fn(),
+  dispatchSync: vi.fn(),
+  dispatchMemberSync: vi.fn(),
+}))
+
+vi.mock('@sim/audit', () => ({
+  AuditAction: {},
+  AuditResourceType: {},
+  recordAudit: vi.fn(),
+}))
+vi.mock('@/lib/api-key/crypto', () => ({ encryptApiKey: vi.fn() }))
+vi.mock('@/lib/billing/core/subscription', () => ({ hasWorkspaceLiveSyncAccess: vi.fn() }))
+vi.mock('@/lib/knowledge/documents/service', () => ({
+  deleteDocumentStorageFiles: vi.fn(),
+}))
+vi.mock('@/lib/knowledge/tags/service', () => ({
+  cleanupUnusedTagDefinitions: vi.fn(),
+  createTagDefinition: vi.fn(),
+}))
+vi.mock('@/lib/posthog/server', () => ({ captureServerEvent: vi.fn() }))
+vi.mock('@/lib/knowledge/connectors/member-access', () => ({
+  grantKnowledgeConnectorCredentialAccess: mocks.grant,
+  revokeKnowledgeConnectorCredentialAccess: mocks.revoke,
+  validateKnowledgeConnectorMembersBinding: mocks.validateBinding,
+  findListingCapViolation: vi.fn(() => null),
+}))
+vi.mock('@/lib/credential-groups/credentials', () => ({
+  loadCredentialGroupCredentialListContext: mocks.loadGroup,
+}))
+vi.mock('@/lib/knowledge/connectors/queue', () => ({ dispatchSync: mocks.dispatchSync }))
+vi.mock('@/lib/knowledge/connectors/member-queue', () => ({
+  dispatchMemberSync: mocks.dispatchMemberSync,
+}))
+
+import {
+  performUpdateKnowledgeConnectorAccess,
+  resolveKnowledgeConnectorMembersBinding,
+} from '@/lib/knowledge/orchestration/connector-access'
+
+const KB = { id: 'kb-1', name: 'Docs', workspaceId: 'ws-1' }
+const ACTOR = { userId: 'admin-1', source: 'ui' as const, requestId: 'req-1' }
+const BILLING = { actorUserId: 'admin-1', workspaceId: 'ws-1' } as never
+const resolveBillingAttribution = vi.fn().mockResolvedValue(BILLING)
+
+const WORKSPACE_CONNECTOR = {
+  id: 'c-1',
+  knowledgeBaseId: 'kb-1',
+  connectorType: 'google_drive',
+  credentialId: 'cred-1',
+  encryptedApiKey: null,
+  sourceConfig: { folderId: ['f-1'] },
+  syncMode: 'full',
+  syncIntervalMinutes: 1440,
+  accessMode: 'workspace',
+  credentialGroupId: null,
+  credentialGroupOptionId: null,
+  memberSyncStatus: 'idle',
+  status: 'active',
+  syncLockToken: null,
+  memberSyncLockToken: null,
+}
+
+const MEMBERS_CONNECTOR = {
+  ...WORKSPACE_CONNECTOR,
+  credentialId: null,
+  accessMode: 'members',
+  credentialGroupId: 'group-1',
+  credentialGroupOptionId: 'option-1',
+}
+
+const BINDING = {
+  credentialGroupId: 'group-1',
+  credentialGroupOptionId: 'option-1',
+  workspaceId: 'ws-1',
+}
+
+function switchTo(target: Parameters<typeof performUpdateKnowledgeConnectorAccess>[0]['target']) {
+  return performUpdateKnowledgeConnectorAccess({
+    knowledgeBase: KB,
+    connectorId: 'c-1',
+    target,
+    resolveBillingAttribution,
+    ...ACTOR,
+  })
+}
+
+describe('resolveKnowledgeConnectorMembersBinding', () => {
+  beforeEach(() => vi.clearAllMocks())
+
+  it('refuses a group from another workspace before validating anything', async () => {
+    mocks.loadGroup.mockResolvedValue({ workspaceId: 'ws-2', status: 'active', options: [] })
+    await expect(
+      resolveKnowledgeConnectorMembersBinding({
+        workspaceId: 'ws-1',
+        connectorMeta: {} as never,
+        binding: { credentialGroupId: 'group-1', credentialGroupOptionId: 'option-1' },
+        sourceConfig: {},
+      })
+    ).rejects.toMatchObject({ code: 'validation' })
+    expect(mocks.validateBinding).not.toHaveBeenCalled()
+  })
+
+  it('surfaces the validator refusal as a validation error', async () => {
+    mocks.loadGroup.mockResolvedValue({ workspaceId: 'ws-1', status: 'active', options: [] })
+    mocks.validateBinding.mockReturnValue({ ok: false, message: 'Max Files cannot be set' })
+    await expect(
+      resolveKnowledgeConnectorMembersBinding({
+        workspaceId: 'ws-1',
+        connectorMeta: {} as never,
+        binding: { credentialGroupId: 'group-1', credentialGroupOptionId: 'option-1' },
+        sourceConfig: { maxFiles: '5' },
+      })
+    ).rejects.toMatchObject({ code: 'validation', message: 'Max Files cannot be set' })
+  })
+})
+
+describe('performUpdateKnowledgeConnectorAccess', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+    mocks.grant.mockResolvedValue(undefined)
+    mocks.revoke.mockResolvedValue(undefined)
+    mocks.dispatchSync.mockResolvedValue({ queued: true })
+    mocks.dispatchMemberSync.mockResolvedValue({ queued: true })
+  })
+
+  it('is a no-op when the connector already has the requested binding', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [MEMBERS_CONNECTOR])
+
+    const outcome = await switchTo({ accessMode: 'members', binding: BINDING })
+
+    expect(outcome).toMatchObject({ success: true, changed: false })
+    expect(dbChainMockFns.update).not.toHaveBeenCalled()
+    expect(mocks.grant).not.toHaveBeenCalled()
+  })
+
+  it('refuses while a sync of either engine owns the connector', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [WORKSPACE_CONNECTOR])
+    dbChainMockFns.returning.mockResolvedValueOnce([])
+
+    const outcome = await switchTo({ accessMode: 'members', binding: BINDING })
+
+    expect(outcome).toEqual({
+      success: false,
+      error: 'Sync already in progress',
+      errorCode: 'conflict',
+    })
+    expect(mocks.grant).not.toHaveBeenCalled()
+  })
+
+  it('hides the documents, grants the option, flips to members mode, and queues the first member run', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [WORKSPACE_CONNECTOR])
+    dbChainMockFns.returning
+      .mockResolvedValueOnce([{ ...WORKSPACE_CONNECTOR, status: 'syncing', syncLockToken: 's-1' }])
+      .mockResolvedValueOnce([])
+      .mockResolvedValueOnce([{ ...MEMBERS_CONNECTOR, nextMemberSyncAt: new Date() }])
+
+    const outcome = await switchTo({ accessMode: 'members', binding: BINDING })
+
+    expect(outcome).toMatchObject({ success: true, changed: true })
+    expect(mocks.grant).toHaveBeenCalledWith(
+      {
+        workspaceId: 'ws-1',
+        credentialGroupId: 'group-1',
+        credentialGroupOptionId: 'option-1',
+        connectorId: 'c-1',
+      },
+      'admin-1'
+    )
+    expect(dbChainMockFns.set).toHaveBeenCalledWith(expect.objectContaining({ acl: [] }))
+    expect(dbChainMockFns.set).toHaveBeenCalledWith(
+      expect.objectContaining({
+        accessMode: 'members',
+        credentialId: null,
+        credentialGroupId: 'group-1',
+        credentialGroupOptionId: 'option-1',
+        accessRewritePending: false,
+        nextSyncAt: null,
+        nextMemberSyncAt: expect.any(Date),
+        status: 'active',
+        syncLockToken: null,
+      })
+    )
+    expect(mocks.dispatchMemberSync).toHaveBeenCalledWith(
+      'c-1',
+      expect.objectContaining({ billingAttribution: BILLING, requireRunnable: true })
+    )
+    expect(mocks.dispatchSync).not.toHaveBeenCalled()
+  })
+
+  it('drops the members, restores workspace access, revokes the grant, flips, and queues a content sync', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [MEMBERS_CONNECTOR])
+    dbChainMockFns.returning
+      .mockResolvedValueOnce([{ ...MEMBERS_CONNECTOR, status: 'syncing', syncLockToken: 's-1' }])
+      .mockResolvedValueOnce([])
+      .mockResolvedValueOnce([{ ...WORKSPACE_CONNECTOR, credentialId: 'cred-2' }])
+
+    const outcome = await switchTo({ accessMode: 'workspace', credentialId: 'cred-2' })
+
+    expect(outcome).toMatchObject({ success: true, changed: true })
+    expect(dbChainMockFns.delete).toHaveBeenCalled()
+    expect(dbChainMockFns.set).toHaveBeenCalledWith(expect.objectContaining({ acl: ['ws'] }))
+    expect(mocks.revoke).toHaveBeenCalledWith(
+      { workspaceId: 'ws-1', credentialGroupId: 'group-1', connectorId: 'c-1' },
+      'admin-1'
+    )
+    expect(dbChainMockFns.set).toHaveBeenCalledWith(
+      expect.objectContaining({
+        accessMode: 'workspace',
+        credentialId: 'cred-2',
+        credentialGroupId: null,
+        credentialGroupOptionId: null,
+        nextMemberSyncAt: null,
+        nextSyncAt: expect.any(Date),
+      })
+    )
+    expect(mocks.dispatchSync).toHaveBeenCalledWith(
+      'c-1',
+      expect.objectContaining({ billingAttribution: BILLING, requireRunnable: true })
+    )
+    expect(mocks.dispatchMemberSync).not.toHaveBeenCalled()
+  })
+
+  it('leaves a paused connector paused and queues nothing', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [{ ...WORKSPACE_CONNECTOR, status: 'paused' }])
+    dbChainMockFns.returning
+      .mockResolvedValueOnce([{ ...WORKSPACE_CONNECTOR, status: 'paused' }])
+      .mockResolvedValueOnce([])
+      .mockResolvedValueOnce([{ ...MEMBERS_CONNECTOR, status: 'paused' }])
+
+    await switchTo({ accessMode: 'members', binding: BINDING })
+
+    expect(dbChainMockFns.set).toHaveBeenCalledWith(
+      expect.objectContaining({ accessMode: 'members', status: 'paused' })
+    )
+    expect(mocks.dispatchMemberSync).not.toHaveBeenCalled()
+  })
+
+  it('releases the lease and reports the failure when the grant cannot be written', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [WORKSPACE_CONNECTOR])
+    dbChainMockFns.returning
+      .mockResolvedValueOnce([{ ...WORKSPACE_CONNECTOR, status: 'syncing', syncLockToken: 's-1' }])
+      .mockResolvedValueOnce([])
+    mocks.grant.mockRejectedValueOnce(new Error('policy store unavailable'))
+
+    const outcome = await switchTo({ accessMode: 'members', binding: BINDING })
+
+    expect(outcome).toMatchObject({ success: false, errorCode: 'internal' })
+    expect(dbChainMockFns.set).toHaveBeenLastCalledWith(
+      expect.objectContaining({ status: 'active', syncLockToken: null, syncLockLeaseAt: null })
+    )
+    expect(dbChainMockFns.set).not.toHaveBeenCalledWith(
+      expect.objectContaining({ accessMode: 'members' })
+    )
+  })
+})
diff --git a/apps/sim/lib/knowledge/orchestration/connector-access.ts b/apps/sim/lib/knowledge/orchestration/connector-access.ts
new file mode 100644
index 00000000000..0fc4251ef2a
--- /dev/null
+++ b/apps/sim/lib/knowledge/orchestration/connector-access.ts
@@ -0,0 +1,392 @@
+import { db } from '@sim/db'
+import { document, knowledgeConnector, knowledgeConnectorMember } from '@sim/db/schema'
+import { createLogger } from '@sim/logger'
+import { generateId } from '@sim/utils/id'
+import { and, eq, inArray, isNull, sql } from 'drizzle-orm'
+import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
+import { OrchestrationError } from '@/lib/core/orchestration/types'
+import { generateRequestId } from '@/lib/core/utils/request'
+import { loadCredentialGroupCredentialListContext } from '@/lib/credential-groups/credentials'
+import { EMPTY_ACL, WORKSPACE_ACL } from '@/lib/knowledge/access/tokens'
+import {
+  grantKnowledgeConnectorCredentialAccess,
+  revokeKnowledgeConnectorCredentialAccess,
+  validateKnowledgeConnectorMembersBinding,
+} from '@/lib/knowledge/connectors/member-access'
+import {
+  type ConnectorWithoutSecret,
+  getKnowledgeConnector,
+  type KnowledgeConnectorRow,
+} from '@/lib/knowledge/orchestration/connectors'
+import {
+  classifyKnowledgeFailure,
+  fail,
+  type KnowledgeOperationContext,
+  type KnowledgeOrchestrationResult,
+} from '@/lib/knowledge/orchestration/shared'
+import type { ConnectorMeta } from '@/connectors/types'
+
+const logger = createLogger('KnowledgeConnectorAccessOrchestration')
+
+/** Documents rewritten per statement while switching modes. */
+const ACCESS_REWRITE_BATCH_SIZE = 1000
+/** Wall-clock the request spends rewriting before handing the rest to the member run. */
+const ACCESS_REWRITE_REQUEST_BUDGET_MS = 20_000
+/** Connector statuses a switch may start from; a running or queued sync owns the row. */
+const SWITCHABLE_CONNECTOR_STATUSES = ['active', 'error', 'paused'] as const
+
+async function loadDispatchSync() {
+  return (await import('@/lib/knowledge/connectors/queue')).dispatchSync
+}
+
+async function loadDispatchMemberSync() {
+  return (await import('@/lib/knowledge/connectors/member-queue')).dispatchMemberSync
+}
+
+/** The credential-group binding a members-mode connector needs, as the caller supplied it. */
+export interface KnowledgeConnectorMembersBinding {
+  credentialGroupId: string
+  credentialGroupOptionId: string
+}
+
+export interface ResolvedMembersBinding extends KnowledgeConnectorMembersBinding {
+  workspaceId: string
+}
+
+/**
+ * Checks a members-mode binding against the group, the option, and the
+ * connector, before any row is touched. Shared by creation and by the mode
+ * switch, so both refuse exactly the same bindings.
+ */
+export async function resolveKnowledgeConnectorMembersBinding(input: {
+  workspaceId: string
+  connectorMeta: Pick<ConnectorMeta, 'name' | 'auth' | 'permissionScopedListing' | 'configFields'>
+  binding: KnowledgeConnectorMembersBinding
+  sourceConfig: Record<string, unknown>
+}): Promise<ResolvedMembersBinding> {
+  const group = await loadCredentialGroupCredentialListContext(input.binding.credentialGroupId)
+  if (!group || group.workspaceId !== input.workspaceId) {
+    throw new OrchestrationError('validation', 'Credential Group was not found in this workspace')
+  }
+  const validation = validateKnowledgeConnectorMembersBinding({
+    connectorMeta: input.connectorMeta,
+    group,
+    credentialGroupOptionId: input.binding.credentialGroupOptionId,
+    sourceConfig: input.sourceConfig,
+  })
+  if (!validation.ok) throw new OrchestrationError('validation', validation.message)
+  return { ...input.binding, workspaceId: input.workspaceId }
+}
+
+/**
+ * Rewrites the connector's document ACLs to `target` in bounded batches until
+ * done or the budget runs out. Returns whether every row was rewritten.
+ */
+async function rewriteConnectorAcls(
+  connectorId: string,
+  target: readonly string[],
+  deadlineAt: number
+): Promise<boolean> {
+  const targetArray = sql`ARRAY[${sql.join(
+    target.map((token) => sql`${token}`),
+    sql`, `
+  )}]::text[]`
+  const mismatch =
+    target.length === 0
+      ? sql`cardinality(${document.acl}) > 0`
+      : sql`${document.acl} <> ${targetArray}`
+  for (;;) {
+    const rewritten = await db
+      .update(document)
+      .set({ acl: [...target] })
+      .where(
+        eq(
+          document.id,
+          sql`ANY(ARRAY(
+            SELECT ${document.id} FROM ${document}
+            WHERE ${document.connectorId} = ${connectorId} AND ${mismatch}
+            LIMIT ${ACCESS_REWRITE_BATCH_SIZE}
+          ))`
+        )
+      )
+      .returning({ id: document.id })
+    if (rewritten.length < ACCESS_REWRITE_BATCH_SIZE) return true
+    if (Date.now() >= deadlineAt) return false
+  }
+}
+
+/**
+ * Takes the connector's content lease for the switch, so no sync of either
+ * engine can start while documents are being rewritten. Returns the row as it
+ * was, or null when a sync already owns it.
+ */
+async function acquireSwitchLease(
+  connectorId: string,
+  knowledgeBaseId: string,
+  switchId: string,
+  expectedStatus: string
+): Promise<KnowledgeConnectorRow | null> {
+  const now = new Date()
+  const [row] = await db
+    .update(knowledgeConnector)
+    .set({ status: 'syncing', syncLockToken: switchId, syncLockLeaseAt: now, updatedAt: now })
+    .where(
+      and(
+        eq(knowledgeConnector.id, connectorId),
+        eq(knowledgeConnector.knowledgeBaseId, knowledgeBaseId),
+        inArray(knowledgeConnector.status, SWITCHABLE_CONNECTOR_STATUSES),
+        eq(knowledgeConnector.status, expectedStatus),
+        inArray(knowledgeConnector.memberSyncStatus, ['idle', 'error', 'disabled']),
+        isNull(knowledgeConnector.syncLockToken),
+        isNull(knowledgeConnector.memberSyncLockToken),
+        isNull(knowledgeConnector.archivedAt),
+        isNull(knowledgeConnector.deletedAt)
+      )
+    )
+    .returning()
+  return row ?? null
+}
+
+function switchLeaseHeld(connectorId: string, switchId: string) {
+  return and(
+    eq(knowledgeConnector.id, connectorId),
+    eq(knowledgeConnector.status, 'syncing'),
+    eq(knowledgeConnector.syncLockToken, switchId)
+  )
+}
+
+/** Releases a switch that could not complete, restoring the status it found. */
+async function releaseSwitchLease(
+  connectorId: string,
+  switchId: string,
+  previousStatus: string
+): Promise<void> {
+  await db
+    .update(knowledgeConnector)
+    .set({
+      status: previousStatus,
+      syncLockToken: null,
+      syncLockLeaseAt: null,
+      updatedAt: new Date(),
+    })
+    .where(switchLeaseHeld(connectorId, switchId))
+}
+
+export interface PerformUpdateKnowledgeConnectorAccessParams extends KnowledgeOperationContext {
+  knowledgeBase: { id: string; name: string; workspaceId: string }
+  connectorId: string
+  target:
+    | { accessMode: 'members'; binding: ResolvedMembersBinding }
+    | { accessMode: 'workspace'; credentialId: string }
+  resolveBillingAttribution: () => Promise<BillingAttributionSnapshot>
+}
+
+export type PerformUpdateKnowledgeConnectorAccessResult = KnowledgeOrchestrationResult<{
+  connector: ConnectorWithoutSecret
+  /** Whether the switch changed anything; a repeat of the current binding is a no-op. */
+  changed: boolean
+}>
+
+/**
+ * Moves a connector between access modes: rewrite the documents' ACLs to the
+ * new mode's default, then flip the mode, all under the connector's content
+ * lease so neither engine runs against a half-rewritten corpus. A rewrite that
+ * outgrows the request budget is left for the member run to finish before the
+ * mode takes effect (`accessRewritePending`); documents are only ever hidden
+ * early, never shown early.
+ */
+export async function performUpdateKnowledgeConnectorAccess(
+  params: PerformUpdateKnowledgeConnectorAccessParams
+): Promise<PerformUpdateKnowledgeConnectorAccessResult> {
+  const { knowledgeBase: kb, connectorId, target } = params
+  const requestId = params.requestId ?? generateRequestId()
+
+  const existing = await getKnowledgeConnector(kb.id, connectorId)
+  if (!existing) return fail('Connector not found', 'not_found')
+
+  const unchanged =
+    target.accessMode === existing.accessMode &&
+    (target.accessMode === 'workspace'
+      ? target.credentialId === existing.credentialId
+      : target.binding.credentialGroupId === existing.credentialGroupId &&
+        target.binding.credentialGroupOptionId === existing.credentialGroupOptionId)
+  if (unchanged) {
+    const { encryptedApiKey: _secret, ...connector } = existing
+    return { success: true, connector, changed: false }
+  }
+
+  const switchId = generateId()
+  /**
+   * The status to restore is the one the row had before the lease, which the
+   * lease itself asserts: a row returned by the lease update already reads
+   * `syncing`, and a status that moved between the read and the lease makes
+   * the lease fail rather than be restored wrongly.
+   */
+  const previousStatus = existing.status === 'pending' ? 'active' : existing.status
+  const leased = await acquireSwitchLease(connectorId, kb.id, switchId, existing.status)
+  if (!leased) return fail('Sync already in progress', 'conflict')
+  const deadlineAt = Date.now() + ACCESS_REWRITE_REQUEST_BUDGET_MS
+
+  try {
+    if (target.accessMode === 'members') {
+      const rewritten = await rewriteConnectorAcls(connectorId, EMPTY_ACL, deadlineAt)
+      await grantKnowledgeConnectorCredentialAccess(
+        {
+          workspaceId: kb.workspaceId,
+          credentialGroupId: target.binding.credentialGroupId,
+          credentialGroupOptionId: target.binding.credentialGroupOptionId,
+          connectorId,
+        },
+        params.userId
+      )
+      if (
+        existing.credentialGroupId &&
+        existing.credentialGroupId !== target.binding.credentialGroupId
+      ) {
+        await revokeKnowledgeConnectorCredentialAccess(
+          {
+            workspaceId: kb.workspaceId,
+            credentialGroupId: existing.credentialGroupId,
+            connectorId,
+          },
+          params.userId
+        )
+      }
+      const now = new Date()
+      const [updated] = await db
+        .update(knowledgeConnector)
+        .set({
+          accessMode: 'members',
+          credentialId: null,
+          credentialGroupId: target.binding.credentialGroupId,
+          credentialGroupOptionId: target.binding.credentialGroupOptionId,
+          accessRewritePending: !rewritten,
+          memberSyncStatus: 'idle',
+          memberSyncConsecutiveFailures: 0,
+          lastMemberSyncError: null,
+          nextMemberSyncAt: now,
+          nextSyncAt: null,
+          status: previousStatus,
+          syncLockToken: null,
+          syncLockLeaseAt: null,
+          updatedAt: now,
+        })
+        .where(switchLeaseHeld(connectorId, switchId))
+        .returning()
+      if (!updated)
+        return fail('Connector changed during the switch; retry the request', 'conflict')
+      logger.info(`[${requestId}] Switched connector ${connectorId} to members mode`, {
+        rewritten,
+      })
+      const { encryptedApiKey: _secret, ...connector } = updated
+      if (previousStatus !== 'paused') {
+        await dispatchMemberSyncBestEffort(connectorId, params, requestId, now)
+      }
+      return { success: true, connector, changed: true }
+    }
+
+    await db
+      .delete(knowledgeConnectorMember)
+      .where(eq(knowledgeConnectorMember.connectorId, connectorId))
+    const rewritten = await rewriteConnectorAcls(connectorId, WORKSPACE_ACL, deadlineAt)
+    if (existing.credentialGroupId) {
+      await revokeKnowledgeConnectorCredentialAccess(
+        { workspaceId: kb.workspaceId, credentialGroupId: existing.credentialGroupId, connectorId },
+        params.userId
+      )
+    }
+    const now = new Date()
+    const [updated] = await db
+      .update(knowledgeConnector)
+      .set({
+        accessMode: 'workspace',
+        credentialId: target.credentialId,
+        credentialGroupId: null,
+        credentialGroupOptionId: null,
+        /** The content engine restores workspace access on completion; no member run will. */
+        accessRewritePending: false,
+        memberSyncStatus: 'idle',
+        memberSyncConsecutiveFailures: 0,
+        lastMemberSyncError: null,
+        nextMemberSyncAt: null,
+        nextSyncAt: now,
+        status: previousStatus,
+        syncLockToken: null,
+        syncLockLeaseAt: null,
+        updatedAt: now,
+      })
+      .where(switchLeaseHeld(connectorId, switchId))
+      .returning()
+    if (!updated) return fail('Connector changed during the switch; retry the request', 'conflict')
+    logger.info(`[${requestId}] Switched connector ${connectorId} to workspace mode`, {
+      rewritten,
+    })
+    const { encryptedApiKey: _secret, ...connector } = updated
+    if (previousStatus !== 'paused') {
+      await dispatchContentSyncBestEffort(connectorId, params, requestId, now)
+    }
+    return { success: true, connector, changed: true }
+  } catch (error) {
+    await releaseSwitchLease(connectorId, switchId, previousStatus).catch((releaseError) => {
+      logger.error(`[${requestId}] Failed to release the access switch lease`, {
+        connectorId,
+        error: releaseError,
+      })
+    })
+    return classifyKnowledgeFailure(
+      error,
+      requestId,
+      `Switch access mode of connector ${connectorId}`
+    )
+  }
+}
+
+async function dispatchMemberSyncBestEffort(
+  connectorId: string,
+  params: PerformUpdateKnowledgeConnectorAccessParams,
+  requestId: string,
+  expectedNextMemberSyncAt: Date
+): Promise<void> {
+  try {
+    const dispatchMemberSync = await loadDispatchMemberSync()
+    const dispatch = await dispatchMemberSync(connectorId, {
+      billingAttribution: await params.resolveBillingAttribution(),
+      expectedNextMemberSyncAt,
+      requestId,
+      requireRunnable: true,
+    })
+    if (!dispatch.queued) {
+      logger.warn(`[${requestId}] Member sync after the switch was not queued: ${dispatch.reason}`)
+    }
+  } catch (error) {
+    logger.error(`[${requestId}] Failed to dispatch the member sync after the switch`, {
+      connectorId,
+      error,
+    })
+  }
+}
+
+async function dispatchContentSyncBestEffort(
+  connectorId: string,
+  params: PerformUpdateKnowledgeConnectorAccessParams,
+  requestId: string,
+  expectedNextSyncAt: Date
+): Promise<void> {
+  try {
+    const dispatchSync = await loadDispatchSync()
+    const dispatch = await dispatchSync(connectorId, {
+      billingAttribution: await params.resolveBillingAttribution(),
+      expectedNextSyncAt,
+      requestId,
+      requireRunnable: true,
+    })
+    if (!dispatch.queued) {
+      logger.warn(`[${requestId}] Sync after the switch was not queued: ${dispatch.reason}`)
+    }
+  } catch (error) {
+    logger.error(`[${requestId}] Failed to dispatch the sync after the switch`, {
+      connectorId,
+      error,
+    })
+  }
+}
diff --git a/apps/sim/lib/knowledge/orchestration/connectors.test.ts b/apps/sim/lib/knowledge/orchestration/connectors.test.ts
index 3d2732e3fcc..1ee0603bc19 100644
--- a/apps/sim/lib/knowledge/orchestration/connectors.test.ts
+++ b/apps/sim/lib/knowledge/orchestration/connectors.test.ts
@@ -15,11 +15,17 @@ import { afterAll, beforeEach, describe, expect, it, vi } from 'vitest'
 const {
   mockCaptureServerEvent,
   mockDispatchSync,
+  mockDispatchMemberSync,
+  mockGrant,
+  mockRevoke,
   mockHasWorkspaceLiveSyncAccess,
   mockRecordAudit,
 } = vi.hoisted(() => ({
   mockCaptureServerEvent: vi.fn(),
   mockDispatchSync: vi.fn(),
+  mockDispatchMemberSync: vi.fn(),
+  mockGrant: vi.fn(),
+  mockRevoke: vi.fn(),
   mockHasWorkspaceLiveSyncAccess: vi.fn(),
   mockRecordAudit: vi.fn(),
 }))
@@ -39,6 +45,14 @@ vi.mock('@/lib/billing/core/subscription', () => ({
   hasWorkspaceLiveSyncAccess: mockHasWorkspaceLiveSyncAccess,
 }))
 vi.mock('@/lib/knowledge/connectors/queue', () => ({ dispatchSync: mockDispatchSync }))
+vi.mock('@/lib/knowledge/connectors/member-queue', () => ({
+  dispatchMemberSync: mockDispatchMemberSync,
+}))
+vi.mock('@/lib/knowledge/connectors/member-access', () => ({
+  grantKnowledgeConnectorCredentialAccess: mockGrant,
+  revokeKnowledgeConnectorCredentialAccess: mockRevoke,
+  findListingCapViolation: vi.fn(() => null),
+}))
 vi.mock('@/lib/knowledge/documents/service', () => ({
   deleteDocumentStorageFiles: vi.fn().mockResolvedValue(undefined),
 }))
@@ -919,3 +933,117 @@ describe('performSyncKnowledgeConnector', () => {
     expect(mockCaptureServerEvent).not.toHaveBeenCalled()
   })
 })
+
+describe('members-mode connectors', () => {
+  const MEMBERS_CONNECTOR = {
+    id: 'c-1',
+    knowledgeBaseId: 'kb-1',
+    connectorType: 'notion',
+    credentialId: null,
+    encryptedApiKey: null,
+    sourceConfig: {},
+    syncMode: 'full',
+    syncIntervalMinutes: 1440,
+    status: 'active',
+    accessMode: 'members',
+    credentialGroupId: 'group-1',
+    credentialGroupOptionId: 'option-1',
+    memberSyncStatus: 'idle',
+    lastMemberSyncError: null,
+  }
+
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+    mockDispatchSync.mockResolvedValue({ queued: true })
+    mockDispatchMemberSync.mockResolvedValue({ queued: true })
+    mockGrant.mockResolvedValue(undefined)
+    mockRevoke.mockResolvedValue(undefined)
+  })
+
+  it('refuses to keep the documents of a connector that syncs per member', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [MEMBERS_CONNECTOR])
+
+    const outcome = await performDeleteKnowledgeConnector({
+      knowledgeBase: KB,
+      connectorId: 'c-1',
+      deleteDocuments: false,
+      ...ACTOR,
+    })
+
+    expect(outcome).toMatchObject({ success: false, errorCode: 'conflict' })
+    expect(dbChainMockFns.delete).not.toHaveBeenCalled()
+  })
+
+  it('revokes the credential grant once the connector and its documents are gone', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [MEMBERS_CONNECTOR])
+    queueTableRows(schemaMock.document, [])
+    dbChainMockFns.returning.mockResolvedValueOnce([{ id: 'c-1' }])
+
+    const outcome = await performDeleteKnowledgeConnector({
+      knowledgeBase: KB,
+      connectorId: 'c-1',
+      deleteDocuments: true,
+      ...ACTOR,
+    })
+
+    expect(outcome).toMatchObject({ success: true })
+    expect(mockRevoke).toHaveBeenCalledWith(
+      { workspaceId: 'ws-1', credentialGroupId: 'group-1', connectorId: 'c-1' },
+      'user-1'
+    )
+  })
+
+  it('routes a manual sync of a members-mode connector to the member queue', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [MEMBERS_CONNECTOR])
+
+    const outcome = await performSyncKnowledgeConnector({
+      knowledgeBase: KB,
+      connectorId: 'c-1',
+      resolveBillingAttribution,
+      ...ACTOR,
+    })
+
+    expect(outcome).toEqual({ success: true })
+    expect(mockDispatchMemberSync).toHaveBeenCalledWith('c-1', {
+      billingAttribution: BILLING,
+      requestId: 'req-1',
+    })
+    expect(mockDispatchSync).not.toHaveBeenCalled()
+  })
+
+  it('refuses a manual sync while a member run is queued or running', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [
+      { ...MEMBERS_CONNECTOR, memberSyncStatus: 'running' },
+    ])
+
+    const outcome = await performSyncKnowledgeConnector({
+      knowledgeBase: KB,
+      connectorId: 'c-1',
+      resolveBillingAttribution,
+      ...ACTOR,
+    })
+
+    expect(outcome).toMatchObject({ success: false, errorCode: 'conflict' })
+    expect(mockDispatchMemberSync).not.toHaveBeenCalled()
+  })
+
+  it('refuses members mode for a connector whose listing is not permission scoped, before any grant', async () => {
+    queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb-1' }])
+    dbChainMockFns.returning.mockResolvedValueOnce([MEMBERS_CONNECTOR])
+
+    const outcome = await performCreateKnowledgeConnector({
+      knowledgeBase: KB,
+      connectorType: 'notion',
+      sourceConfig: {},
+      syncIntervalMinutes: 1440,
+      membersBinding: { credentialGroupId: 'group-1', credentialGroupOptionId: 'option-1' },
+      resolveBillingAttribution,
+      resolveAccessToken: vi.fn(),
+      ...ACTOR,
+    })
+
+    expect(outcome).toMatchObject({ success: false, errorCode: 'validation' })
+    expect(mockGrant).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/lib/knowledge/orchestration/connectors.ts b/apps/sim/lib/knowledge/orchestration/connectors.ts
index 5c08db52166..7da695bef40 100644
--- a/apps/sim/lib/knowledge/orchestration/connectors.ts
+++ b/apps/sim/lib/knowledge/orchestration/connectors.ts
@@ -15,6 +15,11 @@ import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attr
 import { hasWorkspaceLiveSyncAccess } from '@/lib/billing/core/subscription'
 import { OrchestrationError, type OrchestrationErrorCode } from '@/lib/core/orchestration/types'
 import { generateRequestId } from '@/lib/core/utils/request'
+import {
+  findListingCapViolation,
+  grantKnowledgeConnectorCredentialAccess,
+  revokeKnowledgeConnectorCredentialAccess,
+} from '@/lib/knowledge/connectors/member-access'
 import { allocateTagSlots } from '@/lib/knowledge/constants'
 import { deleteDocumentStorageFiles } from '@/lib/knowledge/documents/service'
 import {
@@ -40,6 +45,16 @@ async function loadDispatchSync() {
   return (await import('@/lib/knowledge/connectors/queue')).dispatchSync
 }
 
+async function loadDispatchMemberSync() {
+  return (await import('@/lib/knowledge/connectors/member-queue')).dispatchMemberSync
+}
+
+/** The Credential Group option a members-mode connector crawls with, already validated by the caller. */
+export interface ConnectorMembersBinding {
+  credentialGroupId: string
+  credentialGroupOptionId: string
+}
+
 /** A connector row exactly as stored, including its encrypted API key. */
 export type KnowledgeConnectorRow = typeof knowledgeConnector.$inferSelect
 type ConnectorRow = KnowledgeConnectorRow
@@ -87,6 +102,12 @@ export interface PerformCreateKnowledgeConnectorParams extends KnowledgeOperatio
   apiKey?: string
   sourceConfig: Record<string, unknown>
   syncIntervalMinutes: number
+  /**
+   * Present when the connector crawls per member. The binding was validated
+   * against the group, the option, and the connector by the caller; the
+   * connector is granted the option's credentials before its row exists.
+   */
+  membersBinding?: ConnectorMembersBinding
   /**
    * Resolves the payer the sync is billed to. A thunk so a request rejected by
    * a guard never pays for the lookup, and so the payer is read at the moment
@@ -132,6 +153,7 @@ export async function performCreateKnowledgeConnector(
     apiKey,
     sourceConfig,
     syncIntervalMinutes,
+    membersBinding,
     resolveBillingAttribution,
     resolveAccessToken,
     request,
@@ -158,9 +180,20 @@ export async function performCreateKnowledgeConnector(
 
   let resolvedCredentialId: string | null = null
   let resolvedEncryptedApiKey: string | null = null
-  let accessToken: string
+  let accessToken: string | null = null
 
-  if (connectorConfig.auth.mode === 'apiKey') {
+  if (membersBinding) {
+    /**
+     * A members-mode connector has no credential of its own to validate the
+     * source with: each member's first crawl validates it for that member.
+     * What can be checked here is that the config does not cap listings.
+     */
+    if (connectorConfig.auth.mode !== 'oauth' || !connectorConfig.permissionScopedListing) {
+      return fail(`${connectorConfig.name} cannot sync per member`, 'validation')
+    }
+    const capViolation = findListingCapViolation(connectorConfig, sourceConfig)
+    if (capViolation) return fail(capViolation, 'validation')
+  } else if (connectorConfig.auth.mode === 'apiKey') {
     if (!apiKey && !connectorConfig.auth.optional) {
       return fail('API key is required', 'validation')
     }
@@ -182,13 +215,15 @@ export async function performCreateKnowledgeConnector(
     resolvedCredentialId = credentialId
   }
 
-  const configValidation = await connectorConfig.validateConfig(accessToken, sourceConfig)
-  if (!configValidation.valid) {
-    return fail(
-      configValidation.error ||
-        `The ${connectorType} connector rejected sourceConfig without a reason — re-check its required fields in knowledgebases/connectors/${connectorType}.json before retrying; the same config will fail again.`,
-      'validation'
-    )
+  if (accessToken !== null) {
+    const configValidation = await connectorConfig.validateConfig(accessToken, sourceConfig)
+    if (!configValidation.valid) {
+      return fail(
+        configValidation.error ||
+          `The ${connectorType} connector rejected sourceConfig without a reason — re-check its required fields in knowledgebases/connectors/${connectorType}.json before retrying; the same config will fail again.`,
+        'validation'
+      )
+    }
   }
 
   if (connectorConfig.auth.mode === 'apiKey' && apiKey) {
@@ -261,6 +296,22 @@ export async function performCreateKnowledgeConnector(
   const nextSyncAt =
     syncIntervalMinutes > 0 ? new Date(now.getTime() + syncIntervalMinutes * 60 * 1000) : null
 
+  /**
+   * Granted before the row exists so a connector can never be live without
+   * its grant; a failed insert revokes it again. The id is fixed above, so the
+   * policy names exactly the row about to be written.
+   */
+  if (membersBinding) {
+    try {
+      await grantKnowledgeConnectorCredentialAccess(
+        { workspaceId, ...membersBinding, connectorId },
+        params.userId
+      )
+    } catch (error) {
+      return classifyKnowledgeFailure(error, requestId, `Create ${connectorType} connector`)
+    }
+  }
+
   let created: ConnectorRow
   try {
     created = await db.transaction(async (tx) => {
@@ -309,9 +360,20 @@ export async function performCreateKnowledgeConnector(
            * rather than an idle connector until its first refetch. The lease and
            * ownership token that make the queue entry recoverable come from that
            * later write, which is why it must not skip an already-`pending` row.
+           *
+           * A members-mode connector is born `active`: its member run has its
+           * own queue state, and `pending` here would read as a content sync.
            */
-          status: 'pending',
-          nextSyncAt,
+          status: membersBinding ? 'active' : 'pending',
+          nextSyncAt: membersBinding ? null : nextSyncAt,
+          ...(membersBinding
+            ? {
+                accessMode: 'members',
+                credentialGroupId: membersBinding.credentialGroupId,
+                credentialGroupOptionId: membersBinding.credentialGroupOptionId,
+                nextMemberSyncAt: now,
+              }
+            : {}),
           createdAt: now,
           updatedAt: now,
         })
@@ -320,6 +382,17 @@ export async function performCreateKnowledgeConnector(
       return row
     })
   } catch (error) {
+    if (membersBinding) {
+      await revokeKnowledgeConnectorCredentialAccess(
+        { workspaceId, credentialGroupId: membersBinding.credentialGroupId, connectorId },
+        params.userId
+      ).catch((revokeError) => {
+        logger.error(`[${requestId}] Failed to revoke the grant of an uncreated connector`, {
+          connectorId,
+          error: revokeError,
+        })
+      })
+    }
     return classifyKnowledgeFailure(error, requestId, `Create ${connectorType} connector`)
   }
 
@@ -371,10 +444,15 @@ export async function performCreateKnowledgeConnector(
    * initial sync is at stake — so a failed enqueue is reported on the connector,
    * not by failing the creation.
    */
-  const dispatchSync = await loadDispatchSync()
   let initialSyncQueued = true
   try {
-    const dispatch = await dispatchSync(connectorId, { billingAttribution, requestId })
+    const dispatch = membersBinding
+      ? await (await loadDispatchMemberSync())(connectorId, {
+          billingAttribution,
+          requestId,
+          expectedNextMemberSyncAt: now,
+        })
+      : await (await loadDispatchSync())(connectorId, { billingAttribution, requestId })
     if (!dispatch.queued) {
       initialSyncQueued = false
       logger.warn(
@@ -519,10 +597,24 @@ export async function performUpdateKnowledgeConnector(
     }
   }
 
-  if (updates.sourceConfig !== undefined && validateSourceConfig) {
-    const rejection = await validateSourceConfig(existing, updates.sourceConfig)
-    if (rejection) {
-      return fail(rejection.message, rejection.errorCode)
+  if (updates.sourceConfig !== undefined) {
+    if (existing.accessMode === 'members') {
+      /**
+       * A members-mode connector has no credential to validate the source
+       * with; the next member run does that per member. The listing caps are
+       * what a save can refuse.
+       */
+      const { CONNECTOR_REGISTRY } = await import('@/connectors/registry.server')
+      const connectorConfig = CONNECTOR_REGISTRY[existing.connectorType]
+      const capViolation = connectorConfig
+        ? findListingCapViolation(connectorConfig, updates.sourceConfig)
+        : null
+      if (capViolation) return fail(capViolation, 'validation')
+    } else if (validateSourceConfig) {
+      const rejection = await validateSourceConfig(existing, updates.sourceConfig)
+      if (rejection) {
+        return fail(rejection.message, rejection.errorCode)
+      }
     }
   }
 
@@ -531,12 +623,15 @@ export async function performUpdateKnowledgeConnector(
     updates.sourceConfig !== undefined &&
     resultingStatus !== 'paused' &&
     resultingStatus !== 'disabled'
+  const syncsPerMember = existing.accessMode === 'members'
   let billingAttribution: BillingAttributionSnapshot | undefined
   let dispatchSourceSync: Awaited<ReturnType<typeof loadDispatchSync>> | undefined
+  let dispatchMemberSourceSync: Awaited<ReturnType<typeof loadDispatchMemberSync>> | undefined
   if (shouldDispatchSourceSync) {
     try {
       billingAttribution = await resolveBillingAttribution()
-      dispatchSourceSync = await loadDispatchSync()
+      if (syncsPerMember) dispatchMemberSourceSync = await loadDispatchMemberSync()
+      else dispatchSourceSync = await loadDispatchSync()
     } catch (error) {
       return classifyKnowledgeFailure(error, requestId, `Update connector ${connectorId}`)
     }
@@ -580,7 +675,8 @@ export async function performUpdateKnowledgeConnector(
     }
   }
   if (shouldDispatchSourceSync) {
-    values.nextSyncAt = updateTimestamp
+    if (syncsPerMember) values.nextMemberSyncAt = updateTimestamp
+    else values.nextSyncAt = updateTimestamp
   }
 
   let updated: ConnectorRow
@@ -645,6 +741,23 @@ export async function performUpdateKnowledgeConnector(
     })
   }
 
+  if (dispatchMemberSourceSync && billingAttribution) {
+    try {
+      await dispatchMemberSourceSync(connectorId, {
+        billingAttribution,
+        expectedNextMemberSyncAt: updateTimestamp,
+        requestId,
+        requireRunnable: true,
+      })
+    } catch (error) {
+      return classifyKnowledgeFailure(
+        error,
+        requestId,
+        `Dispatch source-change member sync for connector ${connectorId}`
+      )
+    }
+  }
+
   if (dispatchSourceSync && billingAttribution) {
     try {
       await dispatchSourceSync(connectorId, {
@@ -705,6 +818,17 @@ export async function performDeleteKnowledgeConnector(
   if (!existing) {
     return fail('Connector not found', 'not_found')
   }
+  /**
+   * A members-mode document's visibility is its observers; detached from the
+   * connector it would keep an ACL nothing maintains, or become hidden to
+   * everyone. Neither is a standalone entry anyone asked for.
+   */
+  if (existing.accessMode === 'members' && !deleteDocuments) {
+    return fail(
+      'Documents of a connector that syncs per member cannot be kept; delete them with the connector',
+      'conflict'
+    )
+  }
 
   let deletedDocs: Array<{ id: string; fileUrl: string }>
   let docCount: number
@@ -769,6 +893,22 @@ export async function performDeleteKnowledgeConnector(
     ])
   }
 
+  if (existing.credentialGroupId) {
+    await revokeKnowledgeConnectorCredentialAccess(
+      {
+        workspaceId: kb.workspaceId ?? '',
+        credentialGroupId: existing.credentialGroupId,
+        connectorId,
+      },
+      params.userId
+    ).catch((error) => {
+      logger.error(`[${requestId}] Failed to revoke the deleted connector's credential access`, {
+        connectorId,
+        error,
+      })
+    })
+  }
+
   logger.info(
     `[${requestId}] Deleted connector ${connectorId}${deleteDocuments ? ` and ${docCount} documents` : `, kept ${docCount} documents`}`
   )
@@ -849,6 +989,15 @@ export async function performSyncKnowledgeConnector(
   if (connector.status === 'syncing' || connector.status === 'pending') {
     return fail('Sync already in progress', 'conflict')
   }
+  if (connector.memberSyncStatus === 'running' || connector.memberSyncStatus === 'pending') {
+    return fail('Sync already in progress', 'conflict')
+  }
+  if (connector.accessMode === 'members' && connector.memberSyncStatus === 'disabled') {
+    return fail(
+      connector.lastMemberSyncError ?? 'Member sync is disabled for this connector',
+      'conflict'
+    )
+  }
   /**
    * A paused or disabled connector is not synced on demand.
    *
@@ -886,9 +1035,15 @@ export async function performSyncKnowledgeConnector(
    * product event for work that never started. Awaiting first makes the reported
    * outcome and both records describe what actually happened.
    */
-  const dispatchSync = await loadDispatchSync()
   try {
-    const dispatch = await dispatchSync(connectorId, { billingAttribution, requestId, rehydrate })
+    const dispatch =
+      connector.accessMode === 'members'
+        ? await (await loadDispatchMemberSync())(connectorId, { billingAttribution, requestId })
+        : await (await loadDispatchSync())(connectorId, {
+            billingAttribution,
+            requestId,
+            rehydrate,
+          })
     /**
      * A guard inside the dispatch declining to queue is reported as a failure
      * rather than a queued sync. Every one of them means the connector's state
diff --git a/packages/testing/src/mocks/schema.mock.ts b/packages/testing/src/mocks/schema.mock.ts
index 3833a8c9392..8ac3706258a 100644
--- a/packages/testing/src/mocks/schema.mock.ts
+++ b/packages/testing/src/mocks/schema.mock.ts
@@ -818,6 +818,8 @@ export const schemaMock = {
     enabled: 'document.enabled',
     archivedAt: 'document.archivedAt',
     deletedAt: 'document.deletedAt',
+    acl: 'document.acl',
+    sourceModifiedAt: 'document.sourceModifiedAt',
     userExcluded: 'document.userExcluded',
     tag1: 'document.tag1',
     tag2: 'document.tag2',
@@ -1353,6 +1355,17 @@ export const schemaMock = {
     consecutiveFailures: 'knowledgeConnector.consecutiveFailures',
     syncLockToken: 'knowledgeConnector.syncLockToken',
     syncLockLeaseAt: 'knowledgeConnector.syncLockLeaseAt',
+    accessMode: 'knowledgeConnector.accessMode',
+    credentialGroupId: 'knowledgeConnector.credentialGroupId',
+    credentialGroupOptionId: 'knowledgeConnector.credentialGroupOptionId',
+    memberSyncStatus: 'knowledgeConnector.memberSyncStatus',
+    memberSyncLockToken: 'knowledgeConnector.memberSyncLockToken',
+    memberSyncLockLeaseAt: 'knowledgeConnector.memberSyncLockLeaseAt',
+    nextMemberSyncAt: 'knowledgeConnector.nextMemberSyncAt',
+    lastMemberSyncAt: 'knowledgeConnector.lastMemberSyncAt',
+    lastMemberSyncError: 'knowledgeConnector.lastMemberSyncError',
+    memberSyncConsecutiveFailures: 'knowledgeConnector.memberSyncConsecutiveFailures',
+    accessRewritePending: 'knowledgeConnector.accessRewritePending',
     createdAt: 'knowledgeConnector.createdAt',
     updatedAt: 'knowledgeConnector.updatedAt',
     archivedAt: 'knowledgeConnector.archivedAt',
@@ -1371,6 +1384,53 @@ export const schemaMock = {
     docsFailed: 'knowledgeConnectorSyncLog.docsFailed',
     errorMessage: 'knowledgeConnectorSyncLog.errorMessage',
   },
+  knowledgeConnectorMember: {
+    id: 'knowledgeConnectorMember.id',
+    workspaceId: 'knowledgeConnectorMember.workspaceId',
+    connectorId: 'knowledgeConnectorMember.connectorId',
+    credentialId: 'knowledgeConnectorMember.credentialId',
+    subjectToken: 'knowledgeConnectorMember.subjectToken',
+    status: 'knowledgeConnectorMember.status',
+    consecutiveFailures: 'knowledgeConnectorMember.consecutiveFailures',
+    nextAttemptAt: 'knowledgeConnectorMember.nextAttemptAt',
+    lastStartedAt: 'knowledgeConnectorMember.lastStartedAt',
+    lastCompleteListingAt: 'knowledgeConnectorMember.lastCompleteListingAt',
+    lastListedCount: 'knowledgeConnectorMember.lastListedCount',
+    lastError: 'knowledgeConnectorMember.lastError',
+    memberSyncedThrough: 'knowledgeConnectorMember.memberSyncedThrough',
+    suspendedAt: 'knowledgeConnectorMember.suspendedAt',
+    createdAt: 'knowledgeConnectorMember.createdAt',
+    updatedAt: 'knowledgeConnectorMember.updatedAt',
+  },
+  knowledgeDocumentObservation: {
+    documentId: 'knowledgeDocumentObservation.documentId',
+    memberId: 'knowledgeDocumentObservation.memberId',
+    lastSeenAt: 'knowledgeDocumentObservation.lastSeenAt',
+    runId: 'knowledgeDocumentObservation.runId',
+  },
+  knowledgeConnectorMemberSyncLog: {
+    id: 'knowledgeConnectorMemberSyncLog.id',
+    connectorId: 'knowledgeConnectorMemberSyncLog.connectorId',
+    status: 'knowledgeConnectorMemberSyncLog.status',
+    startedAt: 'knowledgeConnectorMemberSyncLog.startedAt',
+    completedAt: 'knowledgeConnectorMemberSyncLog.completedAt',
+    membersClaimed: 'knowledgeConnectorMemberSyncLog.membersClaimed',
+    membersCompleted: 'knowledgeConnectorMemberSyncLog.membersCompleted',
+    membersIncomplete: 'knowledgeConnectorMemberSyncLog.membersIncomplete',
+    membersFailed: 'knowledgeConnectorMemberSyncLog.membersFailed',
+    docsListed: 'knowledgeConnectorMemberSyncLog.docsListed',
+    docsAdded: 'knowledgeConnectorMemberSyncLog.docsAdded',
+    docsUpdated: 'knowledgeConnectorMemberSyncLog.docsUpdated',
+    docsUnchanged: 'knowledgeConnectorMemberSyncLog.docsUnchanged',
+    docsHydratedOnce: 'knowledgeConnectorMemberSyncLog.docsHydratedOnce',
+    observationsAdded: 'knowledgeConnectorMemberSyncLog.observationsAdded',
+    observationsRemoved: 'knowledgeConnectorMemberSyncLog.observationsRemoved',
+    docsTombstoned: 'knowledgeConnectorMemberSyncLog.docsTombstoned',
+    docsResurrected: 'knowledgeConnectorMemberSyncLog.docsResurrected',
+    docsPurged: 'knowledgeConnectorMemberSyncLog.docsPurged',
+    credentialsAudited: 'knowledgeConnectorMemberSyncLog.credentialsAudited',
+    errorMessage: 'knowledgeConnectorMemberSyncLog.errorMessage',
+  },
   userTableDefinitions: {
     id: 'userTableDefinitions.id',
     workspaceId: 'userTableDefinitions.workspaceId',

From 740f581c14632cdd6ba3e1e7c4f559229cef807a Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 19:18:09 -0700
Subject: [PATCH 10/76] feat(knowledge): per-member access controls in
 connector settings

Add an Access section to the add and edit connector modals so a workspace
admin can sync a permission-scoped connector once per credential-group
member. The connector card shows the per-member badge, member sync status,
and a member run history in place of the content sync history.
---
 .../add-connector-modal.tsx                   |  53 ++++-
 .../connector-access-field.tsx                | 184 +++++++++++++++
 .../connectors-section/connectors-section.tsx | 209 ++++++++++++++++--
 .../edit-connector-modal.tsx                  | 173 ++++++++++++++-
 apps/sim/hooks/queries/kb/connectors.ts       |  65 +++++-
 5 files changed, 659 insertions(+), 25 deletions(-)
 create mode 100644 apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx

diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/add-connector-modal/add-connector-modal.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/add-connector-modal/add-connector-modal.tsx
index faa56a106b9..6c9a2fdefea 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/add-connector-modal/add-connector-modal.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/add-connector-modal/add-connector-modal.tsx
@@ -30,12 +30,17 @@ import {
   type OAuthProvider,
 } from '@/lib/oauth'
 import { ConnectOAuthModal } from '@/app/workspace/[workspaceId]/components/connect-oauth-modal'
+import {
+  ConnectorAccessField,
+  type ConnectorAccessSelection,
+} from '@/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field'
 import { ConnectorConfigFields } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/connector-config-fields'
 import { hasWorkspaceMaxConnectorAccess } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/connector-entitlements'
 import { SYNC_INTERVALS } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/consts'
 import { MaxBadge } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/max-badge'
 import { useConnectorConfigFields } from '@/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-config-fields'
 import { useWorkspaceHostContext } from '@/app/workspace/[workspaceId]/providers/workspace-host-provider'
+import { useUserPermissionsContext } from '@/app/workspace/[workspaceId]/providers/workspace-permissions-provider'
 import { getBlock } from '@/blocks'
 import { withBrandIcon } from '@/blocks/brand-icon'
 import { getTileIconColorClass } from '@/blocks/icon-color'
@@ -47,6 +52,8 @@ import { useCredentialRefreshTriggers } from '@/hooks/use-credential-refresh-tri
 
 const CONNECTOR_ENTRIES = Object.entries(CONNECTOR_META_REGISTRY)
 
+const WORKSPACE_ACCESS: ConnectorAccessSelection = { accessMode: 'workspace' }
+
 interface AddConnectorModalProps {
   open: boolean
   onOpenChange: (open: boolean) => void
@@ -68,6 +75,7 @@ export function AddConnectorModal({
   const [selectedType, setSelectedType] = useState<string | null>(initialConnectorType ?? null)
   const [syncInterval, setSyncInterval] = useState(1440)
   const [selectedCredentialId, setSelectedCredentialId] = useState<string | null>(null)
+  const [access, setAccess] = useState<ConnectorAccessSelection>(WORKSPACE_ACCESS)
   const [disabledTagIds, setDisabledTagIds] = useState<Set<string>>(() => new Set())
   const [error, setError] = useState<string | null>(null)
   const [showOAuthModal, setShowOAuthModal] = useState(false)
@@ -78,12 +86,22 @@ export function AddConnectorModal({
 
   const { workspaceId } = useParams<{ workspaceId: string }>()
   const { ownerBilling } = useWorkspaceHostContext()
+  const { canAdmin } = useUserPermissionsContext()
   const { mutate: createConnector, isPending: isCreating } = useCreateConnector()
 
   const hasMaxAccess = hasWorkspaceMaxConnectorAccess(ownerBilling)
 
   const connectorConfig = selectedType ? CONNECTOR_META_REGISTRY[selectedType] : null
   const isApiKeyMode = connectorConfig?.auth.mode === 'apiKey'
+  const isMembersMode = access.accessMode === 'members'
+  const membersBindingComplete =
+    isMembersMode && Boolean(access.credentialGroupId && access.credentialGroupOptionId)
+  /** Fields a per-member crawl refuses: a cap would hide part of a member's corpus. */
+  const memberCapFieldIds = useMemo(
+    () =>
+      new Set(isMembersMode ? (connectorConfig?.permissionScopedListing?.capFieldIds ?? []) : []),
+    [isMembersMode, connectorConfig]
+  )
   /** True when the connector declares its key optional (public sources need none). */
   const isApiKeyOptional =
     connectorConfig?.auth.mode === 'apiKey' && connectorConfig.auth.optional === true
@@ -140,6 +158,7 @@ export function AddConnectorModal({
     setSelectedType(type)
     setSourceConfig({})
     setSelectedCredentialId(null)
+    setAccess(WORKSPACE_ACCESS)
     setApiKeyValue('')
     setApiKeyFocused(false)
     setDisabledTagIds(new Set())
@@ -166,6 +185,8 @@ export function AddConnectorModal({
     if (!connectorConfig) return false
     if (isApiKeyMode) {
       if (!isApiKeyOptional && !apiKeyValue.trim()) return false
+    } else if (isMembersMode) {
+      if (!membersBindingComplete) return false
     } else {
       if (!effectiveCredentialId) return false
     }
@@ -173,12 +194,16 @@ export function AddConnectorModal({
     for (const field of connectorConfig.configFields) {
       if (!field.required) continue
       if (!isFieldVisible(field)) continue
+      if (memberCapFieldIds.has(field.id)) continue
       if (!isFieldPopulated(field)) return false
     }
     return true
   }, [
     connectorConfig,
     isApiKeyMode,
+    isMembersMode,
+    membersBindingComplete,
+    memberCapFieldIds,
     isApiKeyOptional,
     apiKeyValue,
     effectiveCredentialId,
@@ -193,6 +218,7 @@ export function AddConnectorModal({
 
     const resolvedConfig: Record<string, unknown> = {}
     for (const [key, value] of Object.entries(resolveSourceConfig())) {
+      if (memberCapFieldIds.has(key)) continue
       if (Array.isArray(value)) {
         if (value.length > 0) resolvedConfig[key] = value
       } else if (typeof value === 'string') {
@@ -217,7 +243,13 @@ export function AddConnectorModal({
           ? apiKeyValue.trim()
             ? { apiKey: apiKeyValue }
             : {}
-          : { credentialId: effectiveCredentialId! }),
+          : isMembersMode
+            ? {
+                accessMode: 'members' as const,
+                credentialGroupId: access.credentialGroupId,
+                credentialGroupOptionId: access.credentialGroupOptionId,
+              }
+            : { credentialId: effectiveCredentialId! }),
         sourceConfig: finalSourceConfig,
         syncIntervalMinutes: syncInterval,
       },
@@ -326,7 +358,7 @@ export function AddConnectorModal({
                     }
                   />
                 </ChipModalField>
-              ) : (
+              ) : isMembersMode ? null : (
                 <ChipModalField type='custom' title='Account'>
                   <ChipCombobox
                     options={[
@@ -358,13 +390,26 @@ export function AddConnectorModal({
                 </ChipModalField>
               )}
 
+              {!isApiKeyMode && (
+                <ConnectorAccessField
+                  workspaceId={workspaceId}
+                  connectorConfig={connectorConfig}
+                  value={access}
+                  onChange={setAccess}
+                  canAdmin={canAdmin}
+                  disabled={isCreating}
+                />
+              )}
+
               <ConnectorConfigFields
                 connectorConfig={connectorConfig}
                 sourceConfig={sourceConfig}
-                credentialId={effectiveCredentialId}
+                credentialId={isMembersMode ? null : effectiveCredentialId}
                 canonicalGroups={canonicalGroups}
                 canonicalModes={canonicalModes}
-                isFieldVisible={isFieldVisible}
+                isFieldVisible={(field) =>
+                  isFieldVisible(field) && !memberCapFieldIds.has(field.id)
+                }
                 onFieldChange={handleFieldChange}
                 onToggleCanonicalMode={toggleCanonicalMode}
                 disabled={isCreating}
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx
new file mode 100644
index 00000000000..3d3719033f8
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx
@@ -0,0 +1,184 @@
+'use client'
+
+import { useMemo } from 'react'
+import {
+  ButtonGroup,
+  ButtonGroupItem,
+  ChipCombobox,
+  ChipModalField,
+  type ComboboxOption,
+} from '@sim/emcn'
+import Link from 'next/link'
+import {
+  getCredentialGroupProviderId,
+  isCredentialGroupProvider,
+} from '@/lib/credential-groups/providers'
+import type { ConnectorMeta } from '@/connectors/types'
+import { useCredentialGroups } from '@/hooks/queries/credential-groups'
+
+/** What the caller chose; `members` needs the option the connector crawls with. */
+export interface ConnectorAccessSelection {
+  accessMode: 'workspace' | 'members'
+  credentialGroupId?: string
+  credentialGroupOptionId?: string
+}
+
+/** Encodes a group and option pair as one combobox value. */
+function optionValue(credentialGroupId: string, credentialGroupOptionId: string): string {
+  return `${credentialGroupId}:${credentialGroupOptionId}`
+}
+
+function parseOptionValue(value: string): ConnectorAccessSelection | null {
+  const separator = value.indexOf(':')
+  if (separator <= 0) return null
+  return {
+    accessMode: 'members',
+    credentialGroupId: value.slice(0, separator),
+    credentialGroupOptionId: value.slice(separator + 1),
+  }
+}
+
+interface ConnectorAccessFieldProps {
+  workspaceId: string
+  connectorConfig: ConnectorMeta
+  value: ConnectorAccessSelection
+  onChange: (value: ConnectorAccessSelection) => void
+  /** Only an admin may put a connector into members mode. */
+  canAdmin: boolean
+  disabled?: boolean
+}
+
+/**
+ * The Access section of a connector's settings: sync as the workspace, or
+ * crawl once per Credential Group member so each person sees only what the
+ * source lets them read. Rendered only for connectors whose listing reflects
+ * who may read each document.
+ */
+export function ConnectorAccessField({
+  workspaceId,
+  connectorConfig,
+  value,
+  onChange,
+  canAdmin,
+  disabled = false,
+}: ConnectorAccessFieldProps) {
+  const supportsMembers =
+    connectorConfig.auth.mode === 'oauth' && Boolean(connectorConfig.permissionScopedListing)
+  const providerId = connectorConfig.auth.mode === 'oauth' ? connectorConfig.auth.provider : null
+
+  const {
+    data: settings,
+    isLoading,
+    isError,
+  } = useCredentialGroups(canAdmin && supportsMembers ? workspaceId : undefined)
+
+  const options = useMemo<ComboboxOption[]>(() => {
+    if (!settings || !providerId) return []
+    const entries: ComboboxOption[] = []
+    for (const group of settings.credentialGroups) {
+      if (group.status !== 'active') continue
+      for (const option of group.options) {
+        if (option.status !== 'active') continue
+        if (!isCredentialGroupProvider(option.provider)) continue
+        if (getCredentialGroupProviderId(option.provider) !== providerId) continue
+        entries.push({
+          label: `${group.name} · ${option.label}`,
+          value: optionValue(group.id, option.id),
+        })
+      }
+    }
+    return entries
+  }, [settings, providerId])
+
+  if (!supportsMembers) return null
+
+  const selectedValue =
+    value.accessMode === 'members' && value.credentialGroupId && value.credentialGroupOptionId
+      ? optionValue(value.credentialGroupId, value.credentialGroupOptionId)
+      : undefined
+
+  if (!canAdmin) {
+    return (
+      <ChipModalField
+        type='custom'
+        title='Access'
+        hint={
+          value.accessMode === 'members'
+            ? 'Synced per member: each person sees the documents their own account can read. A workspace admin can change this.'
+            : 'Synced as the workspace: every member can read every synced document. A workspace admin can change this.'
+        }
+      >
+        <ButtonGroup value={value.accessMode} onValueChange={() => undefined}>
+          <ButtonGroupItem value='workspace' disabled>
+            Workspace
+          </ButtonGroupItem>
+          <ButtonGroupItem value='members' disabled>
+            Per member
+          </ButtonGroupItem>
+        </ButtonGroup>
+      </ChipModalField>
+    )
+  }
+
+  const membersUnavailable = isError || (!isLoading && options.length === 0)
+
+  return (
+    <ChipModalField
+      type='custom'
+      title='Access'
+      hint={
+        value.accessMode === 'members'
+          ? 'Each enrolled member connects their own account. Documents are visible only to the members whose account can open them; scheduled, API, and chat runs see workspace-visible documents only.'
+          : 'Every workspace member can read every synced document.'
+      }
+    >
+      <div className='flex flex-col gap-2'>
+        <ButtonGroup
+          value={value.accessMode}
+          onValueChange={(mode) =>
+            onChange(mode === 'members' ? { accessMode: 'members' } : { accessMode: 'workspace' })
+          }
+        >
+          <ButtonGroupItem value='workspace' disabled={disabled}>
+            Workspace
+          </ButtonGroupItem>
+          <ButtonGroupItem value='members' disabled={disabled}>
+            Per member
+          </ButtonGroupItem>
+        </ButtonGroup>
+
+        {value.accessMode === 'members' && (
+          <>
+            <ChipCombobox
+              options={options}
+              value={selectedValue}
+              onChange={(next) => {
+                const parsed = parseOptionValue(next)
+                if (parsed) onChange(parsed)
+              }}
+              placeholder={
+                membersUnavailable
+                  ? `No credential group collects ${connectorConfig.name} accounts`
+                  : 'Select a credential group option'
+              }
+              isLoading={isLoading}
+              disabled={disabled || membersUnavailable}
+            />
+            <p className='text-[var(--text-muted)] text-caption leading-snug'>
+              {membersUnavailable
+                ? 'Create a credential group with a '
+                : 'Members join through a credential group; manage them in '}
+              <Link
+                href={`/workspace/${workspaceId}/settings/credential-groups`}
+                className='text-[var(--text-primary)] underline underline-offset-2'
+              >
+                {membersUnavailable ? `${connectorConfig.name} option in Settings` : 'Settings'}
+              </Link>
+              .
+            </p>
+          </>
+        )}
+      </div>
+    </ChipModalField>
+  )
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx
index 443a7cc4b20..a838cd1dc90 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx
@@ -26,11 +26,15 @@ import {
   Settings,
   Trash,
   TriangleAlert,
+  Users,
 } from '@sim/emcn/icons'
 import { createLogger } from '@sim/logger'
 import { format, formatDistanceToNow, isPast } from 'date-fns'
 import { consumeOAuthReturnContext, writeOAuthReturnContext } from '@/lib/credentials/client-state'
-import { CONNECTOR_SYNC_STALE_LOCK_TTL_MS } from '@/lib/knowledge/connectors/sync-limits'
+import {
+  CONNECTOR_SYNC_STALE_LOCK_TTL_MS,
+  MEMBER_SYNC_STALE_LOCK_TTL_MS,
+} from '@/lib/knowledge/connectors/sync-limits'
 import { getCanonicalScopesForProvider, getProviderIdFromServiceId } from '@/lib/oauth'
 import { getMissingRequiredScopes } from '@/lib/oauth/utils'
 import { ConnectOAuthModal } from '@/app/workspace/[workspaceId]/components/connect-oauth-modal'
@@ -38,7 +42,12 @@ import { EditConnectorModal } from '@/app/workspace/[workspaceId]/knowledge/[id]
 import { getBlock } from '@/blocks'
 import { getTileIconColorClass } from '@/blocks/icon-color'
 import { CONNECTOR_META_REGISTRY } from '@/connectors/registry'
-import type { ConnectorData, SyncLogData } from '@/hooks/queries/kb/connectors'
+import type {
+  ConnectorData,
+  ConnectorMemberSummary,
+  MemberSyncLogData,
+  SyncLogData,
+} from '@/hooks/queries/kb/connectors'
 import {
   isConnectorSyncingOrPending,
   useConnectorDetail,
@@ -77,6 +86,12 @@ const SYNC_IN_FLIGHT_TOOLTIP = {
   syncing: 'Sync in progress',
 } as const
 
+/** The member engine's own in-flight states, shown when the connector syncs per member. */
+const MEMBER_SYNC_IN_FLIGHT_TOOLTIP = {
+  pending: 'Member sync queued',
+  running: 'Syncing members',
+} as const
+
 const CONNECTOR_ACTION_BUTTON_CLASSES =
   'size-7 rounded-lg p-0 text-[var(--text-muted)] hover-hover:bg-[var(--surface-active)] hover-hover:text-[var(--text-primary)]'
 
@@ -317,19 +332,43 @@ function ConnectorCard({
     expanded ? connector.id : undefined
   )
   const syncLogs = detail?.syncLogs ?? []
+  const memberSyncLogs = detail?.memberSyncLogs ?? []
+  const members = detail?.members
 
-  const canFullResync = Boolean(connectorDef?.rehydrateOnFullSync)
+  const syncsPerMember = connector.accessMode === 'members'
+  /** A per-member connector re-hydrates through its members; the content resync has no meaning there. */
+  const canFullResync = Boolean(connectorDef?.rehydrateOnFullSync) && !syncsPerMember
   const syncInFlight = isConnectorSyncingOrPending(connector)
   const isPaused = connector.status === 'paused'
+  const memberSyncDisabled = syncsPerMember && connector.memberSyncStatus === 'disabled'
   /**
    * A queued sync is what stops a second one being dispatched — the server
    * rejects it as a conflict anyway, so the button reflects that rather than
    * running a client-side cooldown timer alongside it.
    */
-  const syncDisabled = syncInFlight || connector.status === 'disabled' || isPaused
+  const syncDisabled =
+    syncInFlight || connector.status === 'disabled' || isPaused || memberSyncDisabled
   const syncTooltip =
     SYNC_IN_FLIGHT_TOOLTIP[connector.status as keyof typeof SYNC_IN_FLIGHT_TOOLTIP] ??
-    (isPaused ? 'Resume to sync' : canFullResync ? 'Sync' : 'Sync now')
+    (syncsPerMember
+      ? MEMBER_SYNC_IN_FLIGHT_TOOLTIP[
+          connector.memberSyncStatus as keyof typeof MEMBER_SYNC_IN_FLIGHT_TOOLTIP
+        ]
+      : undefined) ??
+    (isPaused
+      ? 'Resume to sync'
+      : memberSyncDisabled
+        ? 'Member sync is disabled'
+        : canFullResync
+          ? 'Sync'
+          : syncsPerMember
+            ? 'Sync members now'
+            : 'Sync now')
+  const lastSyncAt = syncsPerMember ? connector.lastMemberSyncAt : connector.lastSyncAt
+  const nextSyncAt = syncsPerMember ? connector.nextMemberSyncAt : connector.nextSyncAt
+  const lastSyncError = syncsPerMember
+    ? (connector.lastMemberSyncError ?? connector.lastSyncError)
+    : connector.lastSyncError
 
   return (
     <div
@@ -369,34 +408,48 @@ function ConnectorCard({
               <Badge variant={statusConfig.variant} size='sm' dot className='flex-shrink-0'>
                 {statusConfig.label}
               </Badge>
+              {syncsPerMember && (
+                <Tooltip.Root>
+                  <Tooltip.Trigger asChild>
+                    <Badge variant='gray' size='sm' className='flex-shrink-0 gap-1'>
+                      <Users className='size-3' />
+                      Per member
+                    </Badge>
+                  </Tooltip.Trigger>
+                  <Tooltip.Content>
+                    Synced once per enrolled member; each person sees only the documents their own
+                    account can open.
+                  </Tooltip.Content>
+                </Tooltip.Root>
+              )}
             </div>
             <div className='flex min-w-0 flex-wrap items-center gap-x-1.5 gap-y-0.5 text-[var(--text-muted)] text-xs'>
-              {connector.lastSyncAt && (
-                <span>Last sync: {format(new Date(connector.lastSyncAt), 'MMM d, h:mm a')}</span>
+              {lastSyncAt && (
+                <span>Last sync: {format(new Date(lastSyncAt), 'MMM d, h:mm a')}</span>
               )}
-              {connector.lastSyncDocCount !== null && (
+              {!syncsPerMember && connector.lastSyncDocCount !== null && (
                 <>
                   <span>·</span>
                   <span>{connector.lastSyncDocCount} docs</span>
                 </>
               )}
-              {connector.nextSyncAt && connector.status === 'active' && !syncInFlight && (
+              {nextSyncAt && connector.status === 'active' && !syncInFlight && (
                 <>
                   <span>·</span>
                   <span>
                     Next sync:{' '}
-                    {isPast(new Date(connector.nextSyncAt))
+                    {isPast(new Date(nextSyncAt))
                       ? 'pending'
-                      : formatDistanceToNow(new Date(connector.nextSyncAt), { addSuffix: true })}
+                      : formatDistanceToNow(new Date(nextSyncAt), { addSuffix: true })}
                   </span>
                 </>
               )}
-              {connector.lastSyncError && (
+              {lastSyncError && (
                 <Tooltip.Root>
                   <Tooltip.Trigger asChild>
                     <CircleAlert className='size-3 text-[var(--text-error)]' />
                   </Tooltip.Trigger>
-                  <Tooltip.Content>{connector.lastSyncError}</Tooltip.Content>
+                  <Tooltip.Content>{lastSyncError}</Tooltip.Content>
                 </Tooltip.Root>
               )}
             </div>
@@ -599,7 +652,11 @@ function ConnectorCard({
 
       {expanded && (
         <div className='border-[var(--border-muted)] border-t px-2 py-2'>
-          <SyncHistory logs={syncLogs} isLoading={detailLoading} />
+          {syncsPerMember ? (
+            <MemberSyncHistory logs={memberSyncLogs} members={members} isLoading={detailLoading} />
+          ) : (
+            <SyncHistory logs={syncLogs} isLoading={detailLoading} />
+          )}
         </div>
       )}
 
@@ -802,3 +859,127 @@ export function SyncHistory({ logs, isLoading }: SyncHistoryProps) {
     </div>
   )
 }
+
+function getMemberSyncLogState(log: MemberSyncLogData, now: number): SyncLogState {
+  switch (log.status) {
+    case 'completed':
+      return 'completed'
+    case 'failed':
+      return 'failed'
+    case 'started': {
+      const ageMs = now - new Date(log.startedAt).getTime()
+      return ageMs > MEMBER_SYNC_STALE_LOCK_TTL_MS ? 'interrupted' : 'running'
+    }
+    default: {
+      const exhaustive: never = log.status
+      return exhaustive
+    }
+  }
+}
+
+interface MemberSyncHistoryProps {
+  logs: MemberSyncLogData[]
+  members: ConnectorMemberSummary | undefined
+  isLoading: boolean
+}
+
+/**
+ * The per-member run history: who was crawled, what changed, and how the
+ * membership stands. A run that ended with members still due re-dispatches
+ * itself, so several short rows in a row are one drain, not a fault.
+ */
+export function MemberSyncHistory({ logs, members, isLoading }: MemberSyncHistoryProps) {
+  if (isLoading) {
+    return (
+      <div className='flex items-center gap-2 rounded-md bg-[var(--surface-3)] px-2 py-2 text-[var(--text-muted)] text-xs'>
+        <Loader className='size-3' animate />
+        Loading member sync history…
+      </div>
+    )
+  }
+
+  const now = Date.now()
+
+  return (
+    <div className='flex flex-col gap-1.5'>
+      {members && (
+        <div className='flex flex-wrap items-center gap-x-1.5 rounded-md bg-[var(--surface-3)] px-2 py-1.5 text-[var(--text-muted)] text-xs'>
+          <Users className='size-3' />
+          <span>
+            {members.active} connected
+            {members.suspended > 0 && ` · ${members.suspended} need reconnecting`}
+            {members.stale > 0 && ` · ${members.stale} not synced recently`}
+          </span>
+        </div>
+      )}
+      {logs.length === 0 ? (
+        <p className='rounded-md bg-[var(--surface-3)] px-2 py-2 text-[var(--text-muted)] text-xs'>
+          No member sync history yet.
+        </p>
+      ) : (
+        <div className='flex flex-col gap-0.5'>
+          {logs.map((log) => {
+            const state = getMemberSyncLogState(log, now)
+            const changes = log.docsAdded + log.docsUpdated + log.docsTombstoned + log.docsPurged
+            return (
+              <div key={log.id} className='flex items-start gap-2 rounded-md px-2 py-1.5 text-xs'>
+                <div className='mt-[1px] flex-shrink-0'>
+                  {state === 'running' ? (
+                    <Loader className='size-3 text-[var(--text-muted)]' animate />
+                  ) : state === 'interrupted' ? (
+                    <TriangleAlert className='size-3 text-[var(--caution)]' />
+                  ) : state === 'failed' ? (
+                    <CircleX className='size-3 text-[var(--text-error)]' />
+                  ) : (
+                    <CircleCheck className='size-3 text-[var(--success)]' />
+                  )}
+                </div>
+                <div className='flex min-w-0 flex-1 flex-col gap-[1px]'>
+                  <div className='flex flex-wrap items-center gap-1.5 text-[var(--text-muted)]'>
+                    <span>{format(new Date(log.startedAt), 'MMM d, h:mm a')}</span>
+                    {state === 'completed' && (
+                      <span>
+                        {log.membersCompleted + log.membersIncomplete + log.membersFailed} member
+                        {log.membersCompleted + log.membersIncomplete + log.membersFailed === 1
+                          ? ''
+                          : 's'}
+                        {log.membersFailed > 0 && (
+                          <span className='text-[var(--text-error)]'> !{log.membersFailed}</span>
+                        )}
+                        {changes > 0 ? (
+                          <>
+                            {log.docsAdded > 0 && (
+                              <span className='text-[var(--success)]'> +{log.docsAdded}</span>
+                            )}
+                            {log.docsUpdated > 0 && (
+                              <span className='text-[var(--caution)]'> ~{log.docsUpdated}</span>
+                            )}
+                            {log.docsTombstoned + log.docsPurged > 0 && (
+                              <span className='text-[var(--text-error)]'>
+                                {' '}
+                                -{log.docsTombstoned + log.docsPurged}
+                              </span>
+                            )}
+                          </>
+                        ) : (
+                          ' · no changes'
+                        )}
+                      </span>
+                    )}
+                    {state === 'running' && <span>In progress…</span>}
+                    {state === 'interrupted' && (
+                      <span className='text-[var(--caution)]'>Interrupted</span>
+                    )}
+                  </div>
+                  {state === 'failed' && log.errorMessage && (
+                    <span className='truncate text-[var(--text-error)]'>{log.errorMessage}</span>
+                  )}
+                </div>
+              </div>
+            )
+          })}
+        </div>
+      )}
+    </div>
+  )
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
index c2e13149394..dd08e19182e 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
@@ -5,6 +5,7 @@ import {
   Button,
   ButtonGroup,
   ButtonGroupItem,
+  ChipCombobox,
   ChipModal,
   ChipModalBody,
   ChipModalError,
@@ -12,11 +13,18 @@ import {
   ChipModalFooter,
   ChipModalHeader,
   ChipModalTabs,
+  type ComboboxOption,
   Skeleton,
   Tooltip,
 } from '@sim/emcn'
 import { RefreshCw, SquareArrowUpRight } from '@sim/emcn/icons'
 import { createLogger } from '@sim/logger'
+import { useParams } from 'next/navigation'
+import { getProviderIdFromServiceId, type OAuthProvider } from '@/lib/oauth'
+import {
+  ConnectorAccessField,
+  type ConnectorAccessSelection,
+} from '@/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field'
 import { ConnectorConfigFields } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/connector-config-fields'
 import { hasWorkspaceMaxConnectorAccess } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/connector-entitlements'
 import { SYNC_INTERVALS } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/consts'
@@ -27,6 +35,7 @@ import type {
 } from '@/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-config-fields'
 import { useConnectorConfigFields } from '@/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-config-fields'
 import { useWorkspaceHostContext } from '@/app/workspace/[workspaceId]/providers/workspace-host-provider'
+import { useUserPermissionsContext } from '@/app/workspace/[workspaceId]/providers/workspace-permissions-provider'
 import { withBrandIcon } from '@/blocks/brand-icon'
 import { CONNECTOR_META_REGISTRY } from '@/connectors/registry'
 import type { ConnectorConfigField, ConnectorMeta } from '@/connectors/types'
@@ -36,7 +45,9 @@ import {
   useExcludeConnectorDocument,
   useRestoreConnectorDocument,
   useUpdateConnector,
+  useUpdateConnectorAccess,
 } from '@/hooks/queries/kb/connectors'
+import { useOAuthCredentials } from '@/hooks/queries/oauth/oauth-credentials'
 
 const logger = createLogger('EditConnectorModal')
 
@@ -45,6 +56,27 @@ const INTERNAL_CONFIG_KEYS = new Set(['tagSlotMapping', 'disabledTagIds', '_cano
 
 const CANONICAL_MODES_KEY = '_canonicalModes'
 
+/** The access a connector row currently has, as the Access field edits it. */
+function currentAccess(connector: ConnectorData): ConnectorAccessSelection {
+  if (connector.accessMode === 'members') {
+    return {
+      accessMode: 'members',
+      credentialGroupId: connector.credentialGroupId ?? undefined,
+      credentialGroupOptionId: connector.credentialGroupOptionId ?? undefined,
+    }
+  }
+  return { accessMode: 'workspace' }
+}
+
+function accessChanged(current: ConnectorAccessSelection, next: ConnectorAccessSelection): boolean {
+  if (current.accessMode !== next.accessMode) return true
+  if (next.accessMode === 'workspace') return false
+  return (
+    current.credentialGroupId !== next.credentialGroupId ||
+    current.credentialGroupOptionId !== next.credentialGroupOptionId
+  )
+}
+
 function readPersistedCanonicalModes(
   sourceConfig: Record<string, unknown>
 ): Record<string, 'basic' | 'advanced'> {
@@ -130,6 +162,8 @@ export function EditConnectorModal({
 
   const [activeTab, setActiveTab] = useState('settings')
   const [syncInterval, setSyncInterval] = useState(connector.syncIntervalMinutes)
+  const [access, setAccess] = useState<ConnectorAccessSelection>(() => currentAccess(connector))
+  const [workspaceCredentialId, setWorkspaceCredentialId] = useState<string | null>(null)
   const [error, setError] = useState<string | null>(null)
 
   /**
@@ -192,16 +226,41 @@ export function EditConnectorModal({
   })
 
   const { ownerBilling } = useWorkspaceHostContext()
-  const { mutate: updateConnector, isPending: isSaving } = useUpdateConnector()
+  const { canAdmin } = useUserPermissionsContext()
+  const { workspaceId } = useParams<{ workspaceId: string }>()
+  const { mutate: updateConnector, isPending: isSavingSettings } = useUpdateConnector()
+  const { mutate: updateAccess, isPending: isSavingAccess } = useUpdateConnectorAccess()
+  const isSaving = isSavingSettings || isSavingAccess
 
   const hasMaxAccess = hasWorkspaceMaxConnectorAccess(ownerBilling)
 
+  const persistedAccess = useMemo(() => currentAccess(connector), [connector])
+  const accessDirty = accessChanged(persistedAccess, access)
+  /** Leaving members mode needs the credential the connector syncs as from then on. */
+  const needsWorkspaceCredential =
+    accessDirty && access.accessMode === 'workspace' && connector.accessMode === 'members'
+  const accessComplete =
+    !accessDirty ||
+    (access.accessMode === 'members'
+      ? Boolean(access.credentialGroupId && access.credentialGroupOptionId)
+      : !needsWorkspaceCredential || Boolean(workspaceCredentialId))
+  const memberCapFieldIds = useMemo(
+    () =>
+      new Set(
+        access.accessMode === 'members'
+          ? (connectorConfig?.permissionScopedListing?.capFieldIds ?? [])
+          : []
+      ),
+    [access.accessMode, connectorConfig]
+  )
+
   const persistedCanonicalModes = useMemo(
     () => readPersistedCanonicalModes(connector.sourceConfig),
     [connector.sourceConfig]
   )
 
   const hasChanges = useMemo(() => {
+    if (accessDirty) return true
     if (syncInterval !== connector.syncIntervalMinutes) return true
     if (didCanonicalModesChange(canonicalModes, persistedCanonicalModes)) return true
     const resolved = resolveSourceConfig()
@@ -210,6 +269,7 @@ export function EditConnectorModal({
     }
     return false
   }, [
+    accessDirty,
     resolveSourceConfig,
     syncInterval,
     connector.syncIntervalMinutes,
@@ -245,8 +305,42 @@ export function EditConnectorModal({
       updates.sourceConfig = next
     }
 
+    /**
+     * The mode switch is its own admin operation and rewrites document access,
+     * so it runs after the ordinary settings save has landed rather than
+     * alongside it — a refused settings edit must not leave a half-switched
+     * connector behind.
+     */
+    const switchAccess = () => {
+      updateAccess(
+        {
+          knowledgeBaseId,
+          connectorId: connector.id,
+          access:
+            access.accessMode === 'members'
+              ? {
+                  accessMode: 'members',
+                  credentialGroupId: access.credentialGroupId,
+                  credentialGroupOptionId: access.credentialGroupOptionId,
+                }
+              : {
+                  accessMode: 'workspace',
+                  credentialId: workspaceCredentialId ?? undefined,
+                },
+        },
+        {
+          onSuccess: () => onOpenChange(false),
+          onError: (err) => {
+            logger.error('Failed to switch connector access', { error: err.message })
+            setError(err.message)
+          },
+        }
+      )
+    }
+
     if (Object.keys(updates).length === 0) {
-      onOpenChange(false)
+      if (accessDirty) switchAccess()
+      else onOpenChange(false)
       return
     }
 
@@ -254,7 +348,8 @@ export function EditConnectorModal({
       { knowledgeBaseId, connectorId: connector.id, updates },
       {
         onSuccess: () => {
-          onOpenChange(false)
+          if (accessDirty) switchAccess()
+          else onOpenChange(false)
         },
         onError: (err) => {
           logger.error('Failed to update connector', { error: err.message })
@@ -299,12 +394,19 @@ export function EditConnectorModal({
             canonicalModes={canonicalModes}
             onToggleCanonicalMode={toggleCanonicalMode}
             onFieldChange={handleFieldChange}
-            isFieldVisible={isFieldVisible}
+            isFieldVisible={(field) => isFieldVisible(field) && !memberCapFieldIds.has(field.id)}
             syncInterval={syncInterval}
             setSyncInterval={setSyncInterval}
             hasMaxAccess={hasMaxAccess}
             isSaving={isSaving}
             error={error}
+            access={access}
+            onAccessChange={setAccess}
+            canAdmin={canAdmin}
+            workspaceId={workspaceId}
+            needsWorkspaceCredential={needsWorkspaceCredential}
+            workspaceCredentialId={workspaceCredentialId}
+            onWorkspaceCredentialChange={setWorkspaceCredentialId}
           />
         ) : (
           <DocumentsTab knowledgeBaseId={knowledgeBaseId} connectorId={connector.id} />
@@ -317,7 +419,7 @@ export function EditConnectorModal({
           primaryAction={{
             label: isSaving ? 'Saving…' : 'Save',
             onClick: handleSave,
-            disabled: !hasChanges || isSaving,
+            disabled: !hasChanges || !accessComplete || isSaving,
           }}
         />
       )}
@@ -339,6 +441,13 @@ interface SettingsTabProps {
   hasMaxAccess: boolean
   isSaving: boolean
   error: string | null
+  access: ConnectorAccessSelection
+  onAccessChange: (access: ConnectorAccessSelection) => void
+  canAdmin: boolean
+  workspaceId: string
+  needsWorkspaceCredential: boolean
+  workspaceCredentialId: string | null
+  onWorkspaceCredentialChange: (credentialId: string) => void
 }
 
 function SettingsTab({
@@ -355,9 +464,63 @@ function SettingsTab({
   hasMaxAccess,
   isSaving,
   error,
+  access,
+  onAccessChange,
+  canAdmin,
+  workspaceId,
+  needsWorkspaceCredential,
+  workspaceCredentialId,
+  onWorkspaceCredentialChange,
 }: SettingsTabProps) {
+  const providerId =
+    connectorConfig?.auth.mode === 'oauth'
+      ? (getProviderIdFromServiceId(connectorConfig.auth.provider) as OAuthProvider)
+      : null
+  const { data: rawCredentials = [], isLoading: credentialsLoading } = useOAuthCredentials(
+    providerId ?? undefined,
+    { enabled: needsWorkspaceCredential && Boolean(providerId), workspaceId }
+  )
+  const credentialOptions = useMemo<ComboboxOption[]>(
+    () =>
+      rawCredentials
+        .filter((credential) => credential.type !== 'service_account')
+        .map((credential) => ({
+          label: credential.name || credential.provider,
+          value: credential.id,
+        })),
+    [rawCredentials]
+  )
+
   return (
     <>
+      {connectorConfig && connectorConfig.auth.mode === 'oauth' && (
+        <ConnectorAccessField
+          workspaceId={workspaceId}
+          connectorConfig={connectorConfig}
+          value={access}
+          onChange={onAccessChange}
+          canAdmin={canAdmin}
+          disabled={isSaving}
+        />
+      )}
+
+      {needsWorkspaceCredential && connectorConfig && (
+        <ChipModalField
+          type='custom'
+          title='Account'
+          hint={`The account ${connectorConfig.name} syncs as once it stops syncing per member.`}
+        >
+          <ChipCombobox
+            options={credentialOptions}
+            value={workspaceCredentialId ?? undefined}
+            onChange={onWorkspaceCredentialChange}
+            placeholder={`Select ${connectorConfig.name} account`}
+            isLoading={credentialsLoading}
+            disabled={isSaving}
+          />
+        </ChipModalField>
+      )}
+
       {connectorConfig && (
         <ConnectorConfigFields
           connectorConfig={connectorConfig}
diff --git a/apps/sim/hooks/queries/kb/connectors.ts b/apps/sim/hooks/queries/kb/connectors.ts
index ba92aff2e9e..2596295e7f6 100644
--- a/apps/sim/hooks/queries/kb/connectors.ts
+++ b/apps/sim/hooks/queries/kb/connectors.ts
@@ -11,20 +11,31 @@ import {
   type ConnectorData,
   type ConnectorDetailData,
   type ConnectorDocumentsData,
+  type ConnectorMemberSummary,
   createKnowledgeConnectorContract,
   deleteKnowledgeConnectorContract,
   getKnowledgeConnectorContract,
   listKnowledgeConnectorDocumentsContract,
   listKnowledgeConnectorsContract,
+  type MemberSyncLogData,
   patchKnowledgeConnectorDocumentsContract,
   type SyncLogData,
   triggerKnowledgeConnectorSyncContract,
+  type UpdateConnectorAccessBody,
+  updateKnowledgeConnectorAccessContract,
   updateKnowledgeConnectorContract,
 } from '@/lib/api/contracts/knowledge'
 import { MAX_KNOWLEDGE_CONNECTOR_DOCUMENT_PAGE_SIZE } from '@/lib/knowledge/constants'
 import { knowledgeKeys } from '@/hooks/queries/utils/knowledge-keys'
 
-export type { ConnectorData, ConnectorDetailData, SyncLogData }
+export type {
+  ConnectorData,
+  ConnectorDetailData,
+  ConnectorMemberSummary,
+  MemberSyncLogData,
+  SyncLogData,
+  UpdateConnectorAccessBody,
+}
 
 export const CONNECTOR_LIST_STALE_TIME = 30 * 1000
 export const CONNECTOR_DETAIL_STALE_TIME = 30 * 1000
@@ -80,8 +91,14 @@ export const CONNECTOR_SYNC_POLL_INTERVAL_MS = 3000
  */
 export function isConnectorSyncingOrPending(connector: {
   status: ConnectorData['status']
+  memberSyncStatus?: ConnectorData['memberSyncStatus']
 }): boolean {
-  return connector.status === 'pending' || connector.status === 'syncing'
+  return (
+    connector.status === 'pending' ||
+    connector.status === 'syncing' ||
+    connector.memberSyncStatus === 'pending' ||
+    connector.memberSyncStatus === 'running'
+  )
 }
 
 export function useConnectorList(knowledgeBaseId?: string) {
@@ -181,6 +198,9 @@ interface CreateConnectorParams {
   apiKey?: string
   sourceConfig: Record<string, unknown>
   syncIntervalMinutes?: number
+  accessMode?: 'workspace' | 'members'
+  credentialGroupId?: string
+  credentialGroupOptionId?: string
 }
 
 async function createConnector({
@@ -260,6 +280,47 @@ export function useUpdateConnector() {
   })
 }
 
+interface UpdateConnectorAccessParams {
+  knowledgeBaseId: string
+  connectorId: string
+  access: UpdateConnectorAccessBody
+}
+
+async function updateConnectorAccess({
+  knowledgeBaseId,
+  connectorId,
+  access,
+}: UpdateConnectorAccessParams): Promise<ConnectorData> {
+  const result = await requestJson(updateKnowledgeConnectorAccessContract, {
+    params: { id: knowledgeBaseId, connectorId },
+    body: access,
+  })
+
+  return result.data
+}
+
+/**
+ * Moves a connector between workspace and members mode. The switch rewrites
+ * document access, so everything under the base is refetched: the connector
+ * list and detail for the new mode and member state, and the document lists
+ * whose rows may have become hidden or visible.
+ */
+export function useUpdateConnectorAccess() {
+  const queryClient = useQueryClient()
+
+  return useMutation({
+    mutationFn: updateConnectorAccess,
+    onSettled: (_data, _error, { knowledgeBaseId }) => {
+      queryClient.invalidateQueries({ queryKey: connectorKeys.all(knowledgeBaseId) })
+      queryClient.invalidateQueries({ queryKey: knowledgeKeys.documentLists(knowledgeBaseId) })
+      queryClient.invalidateQueries({
+        queryKey: knowledgeKeys.detail(knowledgeBaseId),
+        exact: true,
+      })
+    },
+  })
+}
+
 interface DeleteConnectorParams {
   knowledgeBaseId: string
   connectorId: string

From 361fe542306bcc0d7c4c9a8d70065e7fcbdfa83b Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 19:21:24 -0700
Subject: [PATCH 11/76] feat(knowledge): note member-scoped retrieval on the
 knowledge block

Knowledge bases report whether a live connector syncs per member, and the
knowledge block's selector explains that such documents depend on who
triggers the run.
---
 .../knowledge-base-selector.tsx               |  9 +++++++++
 apps/sim/lib/api/contracts/knowledge/base.ts  |  1 +
 .../knowledge/application/knowledge-vfs.ts    |  2 +-
 apps/sim/lib/knowledge/service.ts             | 19 ++++++++++++++-----
 apps/sim/lib/knowledge/types.ts               |  3 +++
 5 files changed, 28 insertions(+), 6 deletions(-)

diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/knowledge-base-selector/knowledge-base-selector.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/knowledge-base-selector/knowledge-base-selector.tsx
index 521e70eb7ae..deb7b7494a8 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/knowledge-base-selector/knowledge-base-selector.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/knowledge-base-selector/knowledge-base-selector.tsx
@@ -184,6 +184,8 @@ export function KnowledgeBaseSelector({
   const label =
     subBlock.placeholder || (isMultiSelect ? 'Select knowledge bases' : 'Select knowledge base')
 
+  const hasMemberScopedSelection = selectedKnowledgeBases.some((kb) => kb.hasMemberScopedConnector)
+
   return (
     <div className='w-full'>
       {/* Selected knowledge bases display (for multi-select) */}
@@ -256,6 +258,13 @@ export function KnowledgeBaseSelector({
             : undefined
         }
       />
+      {hasMemberScopedSelection && (
+        <p className='mt-1.5 text-[var(--text-muted)] text-caption leading-snug'>
+          Documents synced per member are returned only when the person who triggers the run has
+          connected their account. Scheduled, API, webhook, and chat runs see workspace-visible
+          documents only.
+        </p>
+      )}
     </div>
   )
 }
diff --git a/apps/sim/lib/api/contracts/knowledge/base.ts b/apps/sim/lib/api/contracts/knowledge/base.ts
index a0f88bd5f36..5e154df85ec 100644
--- a/apps/sim/lib/api/contracts/knowledge/base.ts
+++ b/apps/sim/lib/api/contracts/knowledge/base.ts
@@ -204,6 +204,7 @@ export const knowledgeBaseDataSchema = z
     folderId: z.string().nullable(),
     docCount: z.number().optional(),
     connectorTypes: z.array(z.string()).optional(),
+    hasMemberScopedConnector: z.boolean().optional(),
   })
   .passthrough()
 export type KnowledgeBaseData = z.output<typeof knowledgeBaseDataSchema>
diff --git a/apps/sim/lib/knowledge/application/knowledge-vfs.ts b/apps/sim/lib/knowledge/application/knowledge-vfs.ts
index 8c9dd09e1df..4a7bf4e06fb 100644
--- a/apps/sim/lib/knowledge/application/knowledge-vfs.ts
+++ b/apps/sim/lib/knowledge/application/knowledge-vfs.ts
@@ -61,7 +61,7 @@ async function resolveKnowledgeBaseByVfsName(
   context: KnowledgeWorkspaceContext,
   sourceName: string,
   sourceSegments?: string[]
-): Promise<Omit<KnowledgeBaseWithCounts, 'connectorTypes'>> {
+): Promise<Omit<KnowledgeBaseWithCounts, 'connectorTypes' | 'hasMemberScopedConnector'>> {
   if (sourceSegments && sourceSegments.length > 1) {
     const row = await resolveResourceRowBySegments(
       knowledgeVfsAdapter,
diff --git a/apps/sim/lib/knowledge/service.ts b/apps/sim/lib/knowledge/service.ts
index 534bab008ce..2fb32169da0 100644
--- a/apps/sim/lib/knowledge/service.ts
+++ b/apps/sim/lib/knowledge/service.ts
@@ -177,7 +177,7 @@ async function readKnowledgeBaseRows(
   where: SQL | undefined,
   orderBy: SQL[],
   limit?: number
-): Promise<Array<Omit<KnowledgeBaseWithCounts, 'connectorTypes'>>> {
+): Promise<Array<Omit<KnowledgeBaseWithCounts, 'connectorTypes' | 'hasMemberScopedConnector'>>> {
   const query = db
     .select({
       id: knowledgeBase.id,
@@ -219,7 +219,9 @@ async function readKnowledgeBaseRows(
 }
 
 async function attachConnectorTypes(
-  knowledgeBases: Array<Omit<KnowledgeBaseWithCounts, 'connectorTypes'>>
+  knowledgeBases: Array<
+    Omit<KnowledgeBaseWithCounts, 'connectorTypes' | 'hasMemberScopedConnector'>
+  >
 ): Promise<KnowledgeBaseWithCounts[]> {
   const kbIds = knowledgeBases.map((kb) => kb.id)
   const connectorRows =
@@ -228,6 +230,7 @@ async function attachConnectorTypes(
           .select({
             knowledgeBaseId: knowledgeConnector.knowledgeBaseId,
             connectorType: knowledgeConnector.connectorType,
+            accessMode: knowledgeConnector.accessMode,
           })
           .from(knowledgeConnector)
           .where(
@@ -240,15 +243,18 @@ async function attachConnectorTypes(
       : []
 
   const connectorTypesByKb = new Map<string, string[]>()
+  const memberScopedKbIds = new Set<string>()
   for (const row of connectorRows) {
     const types = connectorTypesByKb.get(row.knowledgeBaseId) ?? []
     if (!types.includes(row.connectorType)) types.push(row.connectorType)
     connectorTypesByKb.set(row.knowledgeBaseId, types)
+    if (row.accessMode === 'members') memberScopedKbIds.add(row.knowledgeBaseId)
   }
 
   return knowledgeBases.map((kb) => ({
     ...kb,
     connectorTypes: connectorTypesByKb.get(kb.id) ?? [],
+    hasMemberScopedConnector: memberScopedKbIds.has(kb.id),
   }))
 }
 
@@ -262,7 +268,7 @@ async function readWorkspaceKnowledgeBaseRows(
   scope: KnowledgeBaseScope,
   options?: GetKnowledgeBasesOptions
 ): Promise<{
-  data: Array<Omit<KnowledgeBaseWithCounts, 'connectorTypes'>>
+  data: Array<Omit<KnowledgeBaseWithCounts, 'connectorTypes' | 'hasMemberScopedConnector'>>
   nextCursorKeys: CursorKey[] | null
 }> {
   const {
@@ -326,7 +332,7 @@ export async function getWorkspaceKnowledgeBases(
 async function readLegacyPersonalKnowledgeBaseRows(
   userId: string,
   scope: KnowledgeBaseScope
-): Promise<Array<Omit<KnowledgeBaseWithCounts, 'connectorTypes'>>> {
+): Promise<Array<Omit<KnowledgeBaseWithCounts, 'connectorTypes' | 'hasMemberScopedConnector'>>> {
   const rows = await readKnowledgeBaseRows(
     and(
       knowledgeBaseScopeCondition(scope),
@@ -382,7 +388,7 @@ export async function listWorkspaceAndLegacyKnowledgeBases(
 export async function findActiveKnowledgeBasesByExactName(
   workspaceId: string,
   name: string
-): Promise<Array<Omit<KnowledgeBaseWithCounts, 'connectorTypes'>>> {
+): Promise<Array<Omit<KnowledgeBaseWithCounts, 'connectorTypes' | 'hasMemberScopedConnector'>>> {
   return readKnowledgeBaseRows(
     and(
       eq(knowledgeBase.workspaceId, workspaceId),
@@ -485,6 +491,7 @@ export async function createAuthorizedKnowledgeBase(
     folderId,
     docCount: 0,
     connectorTypes: [],
+    hasMemberScopedConnector: false,
   }
 }
 
@@ -928,6 +935,7 @@ export async function updateKnowledgeBase(
     chunkingConfig: updatedKb[0].chunkingConfig as ChunkingConfig,
     docCount: Number(updatedKb[0].docCount),
     connectorTypes: [],
+    hasMemberScopedConnector: false,
   }
 }
 
@@ -1004,6 +1012,7 @@ export async function getKnowledgeBaseById(
     chunkingConfig: result[0].chunkingConfig as ChunkingConfig,
     docCount: Number(result[0].docCount),
     connectorTypes: [],
+    hasMemberScopedConnector: false,
   }
 }
 
diff --git a/apps/sim/lib/knowledge/types.ts b/apps/sim/lib/knowledge/types.ts
index 3444945ef41..6009ba86f0f 100644
--- a/apps/sim/lib/knowledge/types.ts
+++ b/apps/sim/lib/knowledge/types.ts
@@ -30,6 +30,8 @@ export interface KnowledgeBaseWithCounts {
   folderId: string | null
   docCount: number
   connectorTypes: string[]
+  /** True when a live connector syncs per member, so what a run retrieves depends on who triggers it. */
+  hasMemberScopedConnector: boolean
 }
 
 export interface CreateKnowledgeBaseData {
@@ -121,6 +123,7 @@ export interface KnowledgeBaseData {
   folderId: string | null
   docCount?: number
   connectorTypes?: string[]
+  hasMemberScopedConnector?: boolean
 }
 
 export interface DocumentData {

From b28af49d79c27d437b4b94dfb5c32c680b88d027 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 19:30:50 -0700
Subject: [PATCH 12/76] feat(knowledge): per-member change feeds for
 members-mode connectors

Connectors may open a change feed over a member's view of the source.
Google Drive reads changes.list, where a lost share arrives as a removal,
so a member's access is withdrawn without waiting for a full listing;
Confluence filters its CQL listing by lastModified for incremental
content refreshes. Each member stores where their feed resumes, and a
member with an open feed is relisted fully only weekly as a check.
---
 .../connectors/confluence/confluence.test.ts  |    18 +
 apps/sim/connectors/confluence/confluence.ts  |    32 +-
 .../google-drive/google-drive.test.ts         |   112 +
 .../connectors/google-drive/google-drive.ts   |   206 +-
 apps/sim/connectors/types.ts                  |    49 +
 .../connectors/member-observations.ts         |    28 +
 .../connectors/member-sync-engine.test.ts     |   109 +-
 .../connectors/member-sync-engine.ts          |   181 +-
 .../lib/knowledge/connectors/sync-limits.ts   |     7 +
 .../knowledge/connectors/sync-primitives.ts   |    89 +-
 ...owledge_connector_member_change_cursor.sql |     8 +
 .../db/migrations/meta/0318_snapshot.json     | 21509 ++++++++++++++++
 packages/db/migrations/meta/_journal.json     |     7 +
 packages/db/schema.ts                         |     8 +
 packages/testing/src/mocks/schema.mock.ts     |     2 +
 15 files changed, 22317 insertions(+), 48 deletions(-)
 create mode 100644 packages/db/migrations/0318_knowledge_connector_member_change_cursor.sql
 create mode 100644 packages/db/migrations/meta/0318_snapshot.json

diff --git a/apps/sim/connectors/confluence/confluence.test.ts b/apps/sim/connectors/confluence/confluence.test.ts
index 985b635b56f..aad5aa82a77 100644
--- a/apps/sim/connectors/confluence/confluence.test.ts
+++ b/apps/sim/connectors/confluence/confluence.test.ts
@@ -3,6 +3,7 @@
  */
 import { describe, expect, it } from 'vitest'
 import {
+  buildLastModifiedClause,
   escapeCql,
   extractCursor,
   isCurrentContent,
@@ -37,6 +38,23 @@ describe('escapeCql', () => {
   })
 })
 
+describe('buildLastModifiedClause', () => {
+  const now = new Date('2026-09-01T12:00:00Z')
+
+  it.concurrent('rounds the watermark up to whole minutes relative to the server clock', () => {
+    expect(buildLastModifiedClause(new Date('2026-09-01T11:30:30Z'), now)).toBe(
+      'lastModified >= now("-30m")'
+    )
+  })
+
+  it.concurrent('never asks for less than a minute', () => {
+    expect(buildLastModifiedClause(now, now)).toBe('lastModified >= now("-1m")')
+    expect(buildLastModifiedClause(new Date(now.getTime() + 60_000), now)).toBe(
+      'lastModified >= now("-1m")'
+    )
+  })
+})
+
 describe('isCurrentContent', () => {
   it.concurrent('keeps current content', () => {
     expect(isCurrentContent({ id: '1', status: 'current' })).toBe(true)
diff --git a/apps/sim/connectors/confluence/confluence.ts b/apps/sim/connectors/confluence/confluence.ts
index 7b0c518272c..8f2aaba579d 100644
--- a/apps/sim/connectors/confluence/confluence.ts
+++ b/apps/sim/connectors/confluence/confluence.ts
@@ -302,7 +302,8 @@ export const confluenceConnector: ConnectorConfig = {
     accessToken: string,
     sourceConfig: Record<string, unknown>,
     cursor?: string,
-    syncContext?: Record<string, unknown>
+    syncContext?: Record<string, unknown>,
+    lastSyncAt?: Date
   ): Promise<ExternalDocumentList> => {
     const domain = normalizeConfluenceDomainHost(sourceConfig.domain as string)
     const spaceKeys = parseMultiValue(sourceConfig.spaceKey)
@@ -321,11 +322,13 @@ export const confluenceConnector: ConnectorConfig = {
     }
 
     /**
-     * Route through CQL when a label filter is set or when multiple spaces are
-     * selected — the v2 `/spaces/{spaceId}/pages` endpoint is single-space only,
-     * but CQL natively supports `space in (...)`.
+     * Route through CQL when a label filter is set, when multiple spaces are
+     * selected, or when only recently modified content is wanted — the v2
+     * `/spaces/{spaceId}/pages` endpoint is single-space only and cannot filter
+     * by modification time, but CQL natively supports `space in (...)` and
+     * `lastModified`.
      */
-    if (labelFilter.trim() || spaceKeys.length > 1) {
+    if (labelFilter.trim() || spaceKeys.length > 1 || lastSyncAt) {
       return listDocumentsViaCql(
         cloudId,
         accessToken,
@@ -335,7 +338,8 @@ export const confluenceConnector: ConnectorConfig = {
         labelFilter,
         maxPages,
         cursor,
-        syncContext
+        syncContext,
+        lastSyncAt
       )
     }
 
@@ -678,6 +682,17 @@ async function listAllContentTypes(
   return results
 }
 
+/**
+ * The CQL clause selecting content modified since a watermark. CQL's `now()`
+ * takes a relative offset and evaluates on the server, which sidesteps the
+ * timezone the endpoint would otherwise assume for an absolute timestamp; the
+ * offset rounds up to the next whole minute so nothing at the edge is missed.
+ */
+export function buildLastModifiedClause(lastSyncAt: Date, now: Date): string {
+  const minutes = Math.max(1, Math.ceil((now.getTime() - lastSyncAt.getTime()) / 60_000))
+  return `lastModified >= now("-${minutes}m")`
+}
+
 /**
  * Page size for CQL search. The endpoint defaults to 25 and documents no hard
  * maximum, so this stays conservatively below the fixed system limits it warns
@@ -697,7 +712,8 @@ async function listDocumentsViaCql(
   labelFilter: string,
   maxPages: number,
   cursor?: string,
-  syncContext?: Record<string, unknown>
+  syncContext?: Record<string, unknown>,
+  lastSyncAt?: Date
 ): Promise<ExternalDocumentList> {
   const labels = labelFilter
     .split(',')
@@ -728,6 +744,8 @@ async function listDocumentsViaCql(
     cql += ` AND label in (${labelList})`
   }
 
+  if (lastSyncAt) cql += ` AND ${buildLastModifiedClause(lastSyncAt, new Date())}`
+
   const fetchedSoFar = (syncContext?.totalDocsFetched as number) ?? 0
   const remaining = maxPages > 0 ? maxPages - fetchedSoFar : Number.POSITIVE_INFINITY
 
diff --git a/apps/sim/connectors/google-drive/google-drive.test.ts b/apps/sim/connectors/google-drive/google-drive.test.ts
index 3db406ff869..a1a474bc016 100644
--- a/apps/sim/connectors/google-drive/google-drive.test.ts
+++ b/apps/sim/connectors/google-drive/google-drive.test.ts
@@ -419,6 +419,21 @@ describe('Google Drive connector limits', () => {
     expect(syncContext.totalDocsFetched).toBe(1)
   })
 
+  it('asks only for files modified after an incremental watermark', async () => {
+    mockFetch.mockResolvedValueOnce(jsonResponse({ files: [] }))
+
+    await googleDriveConnector.listDocuments(
+      'token',
+      {},
+      undefined,
+      {},
+      new Date('2026-08-20T12:00:00Z')
+    )
+
+    const url = new URL(String(mockFetch.mock.calls[0][0]))
+    expect(url.searchParams.get('q')).toContain("modifiedTime > '2026-08-20T12:00:00.000Z'")
+  })
+
   it('makes an incomplete cross-corpus search non-authoritative', async () => {
     mockFetch.mockResolvedValueOnce(
       jsonResponse({ files: [fileMetadata()], incompleteSearch: true })
@@ -501,3 +516,100 @@ describe('Google Drive connector limits', () => {
     }
   )
 })
+
+describe('Google Drive change feed', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    vi.stubGlobal('fetch', mockFetch)
+  })
+
+  it("opens the feed at the account's current start token", async () => {
+    mockFetch.mockResolvedValueOnce(jsonResponse({ startPageToken: '4821' }))
+
+    await expect(googleDriveConnector.getChangeCursor?.('token', {})).resolves.toBe('4821')
+    expect(String(mockFetch.mock.calls[0][0])).toContain('/changes/startPageToken')
+  })
+
+  it('reports lost access and trashed files as removals and in-scope files as upserts', async () => {
+    mockFetch.mockResolvedValueOnce(
+      jsonResponse({
+        changes: [
+          { changeType: 'file', fileId: 'gone', removed: true },
+          {
+            changeType: 'file',
+            fileId: 'binned',
+            file: fileMetadata({ id: 'binned', trashed: true }),
+          },
+          {
+            changeType: 'file',
+            fileId: 'kept',
+            file: fileMetadata({ id: 'kept', parents: ['f-1'] }),
+          },
+          {
+            changeType: 'file',
+            fileId: 'moved-out',
+            file: fileMetadata({ id: 'moved-out', parents: ['elsewhere'] }),
+          },
+          {
+            changeType: 'file',
+            fileId: 'video',
+            file: fileMetadata({ id: 'video', mimeType: 'video/mp4', parents: ['f-1'] }),
+          },
+          { changeType: 'drive', driveId: 'd-1' },
+        ],
+        newStartPageToken: '5000',
+      })
+    )
+
+    const result = await googleDriveConnector.listChanges!('token', { folderId: 'f-1' }, '4821')
+
+    expect(result.changes).toEqual([
+      { kind: 'removed', externalId: 'gone' },
+      { kind: 'removed', externalId: 'binned' },
+      {
+        kind: 'upsert',
+        externalId: 'kept',
+        document: expect.objectContaining({ externalId: 'kept' }),
+      },
+      { kind: 'removed', externalId: 'moved-out' },
+      { kind: 'removed', externalId: 'video' },
+    ])
+    expect(result.nextCursor).toBe('5000')
+    expect(result.hasMore).toBe(false)
+    const url = new URL(String(mockFetch.mock.calls[0][0]))
+    expect(url.searchParams.get('pageToken')).toBe('4821')
+    expect(url.searchParams.get('includeRemoved')).toBe('true')
+  })
+
+  it('continues on the next page token while the feed has more', async () => {
+    mockFetch.mockResolvedValueOnce(
+      jsonResponse({ changes: [], nextPageToken: '4900', newStartPageToken: '5000' })
+    )
+
+    const result = await googleDriveConnector.listChanges!('token', {}, '4821')
+
+    expect(result).toEqual({ changes: [], nextCursor: '4900', hasMore: true })
+  })
+
+  it('rejects a feed page without a cursor to continue from', async () => {
+    mockFetch.mockResolvedValueOnce(jsonResponse({ changes: [] }))
+
+    await expect(googleDriveConnector.listChanges!('token', {}, '4821')).rejects.toThrow(
+      'malformed change-list metadata'
+    )
+  })
+
+  it.each([
+    [400, [], true],
+    [400, ['invalid'], true],
+    [404, ['notFound'], true],
+    [410, [], true],
+    [403, ['insufficientFilePermissions'], false],
+    [500, ['backendError'], false],
+  ])('classifies HTTP %s %j as cursor-invalid=%s', (status, reasons, expected) => {
+    expect(
+      googleDriveConnector.isChangeCursorInvalidError!(new GoogleDriveApiError(status, reasons))
+    ).toBe(expected)
+    expect(googleDriveConnector.isChangeCursorInvalidError!(new Error('other'))).toBe(false)
+  })
+})
diff --git a/apps/sim/connectors/google-drive/google-drive.ts b/apps/sim/connectors/google-drive/google-drive.ts
index 6922e7f473e..b10af7fa341 100644
--- a/apps/sim/connectors/google-drive/google-drive.ts
+++ b/apps/sim/connectors/google-drive/google-drive.ts
@@ -14,7 +14,13 @@ import {
   readGoogleDriveApiError,
 } from '@/connectors/google-drive/google-drive-errors'
 import { googleDriveConnectorMeta } from '@/connectors/google-drive/meta'
-import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/connectors/types'
+import type {
+  ConnectorConfig,
+  ExternalChange,
+  ExternalChangeList,
+  ExternalDocument,
+  ExternalDocumentList,
+} from '@/connectors/types'
 import {
   buildDriveParentsClause,
   CONNECTOR_MAX_FILE_BYTES,
@@ -203,6 +209,20 @@ interface DriveFile {
   size?: string
   starred?: boolean
   trashed?: boolean
+  parents?: string[]
+}
+
+interface DriveChange {
+  changeType?: string
+  removed?: boolean
+  fileId?: string
+  file?: DriveFile
+}
+
+interface DriveChangeListResponse {
+  changes: DriveChange[]
+  nextPageToken?: string
+  newStartPageToken?: string
 }
 
 interface DriveFileListResponse {
@@ -273,12 +293,120 @@ function parseDriveFileMetadata(value: unknown, expectedId: string): DriveFile {
   return value
 }
 
-function buildQuery(sourceConfig: Record<string, unknown>): string {
+function parseDriveChangeListResponse(value: unknown): DriveChangeListResponse {
+  if (!isPlainRecord(value)) {
+    throw new Error('Google Drive API returned malformed change-list metadata')
+  }
+  const rawChanges = value.changes
+  if (rawChanges !== undefined && !Array.isArray(rawChanges)) {
+    throw new Error('Google Drive API returned malformed change-list metadata')
+  }
+  const changes: DriveChange[] = []
+  for (const raw of rawChanges ?? []) {
+    if (!isPlainRecord(raw) || typeof raw.fileId !== 'string' || raw.fileId.length === 0) {
+      /** Shared-drive membership changes carry no fileId and are not files. */
+      if (isPlainRecord(raw) && raw.changeType === 'drive') continue
+      throw new Error('Google Drive API returned malformed change-list metadata')
+    }
+    if (raw.file !== undefined && !isDriveFileListItem(raw.file)) {
+      throw new Error('Google Drive API returned malformed change-list metadata')
+    }
+    changes.push({
+      changeType: typeof raw.changeType === 'string' ? raw.changeType : undefined,
+      removed: raw.removed === true,
+      fileId: raw.fileId,
+      file: raw.file,
+    })
+  }
+  for (const key of ['nextPageToken', 'newStartPageToken'] as const) {
+    const token = value[key]
+    if (token !== undefined && (typeof token !== 'string' || token.length === 0)) {
+      throw new Error('Google Drive API returned malformed change-list metadata')
+    }
+  }
+  return {
+    changes,
+    nextPageToken: typeof value.nextPageToken === 'string' ? value.nextPageToken : undefined,
+    newStartPageToken:
+      typeof value.newStartPageToken === 'string' ? value.newStartPageToken : undefined,
+  }
+}
+
+/** The MIME types the `fileType` setting admits, mirroring {@link buildQuery}. */
+function matchesFileType(fileType: string, mimeType: string): boolean {
+  switch (fileType) {
+    case 'documents':
+      return mimeType === 'application/vnd.google-apps.document'
+    case 'spreadsheets':
+      return mimeType === 'application/vnd.google-apps.spreadsheet'
+    case 'presentations':
+      return mimeType === 'application/vnd.google-apps.presentation'
+    case 'text':
+      return SUPPORTED_TEXT_MIME_TYPES.includes(mimeType)
+    default:
+      return isGoogleWorkspaceFile(mimeType) || isSupportedTextFile(mimeType)
+  }
+}
+
+/**
+ * Whether a file reported by the change feed belongs to the configured
+ * source. A listing applies these as a query; the feed reports every change
+ * the account can see, so they are applied here instead. A file that left the
+ * scope reads as removed, exactly as a listing would no longer return it.
+ */
+function isFileInScope(file: DriveFile, sourceConfig: Record<string, unknown>): boolean {
+  if (file.trashed) return false
+  if (!matchesFileType((sourceConfig.fileType as string) || 'all', file.mimeType)) return false
+  const folderIds = parseMultiValue(sourceConfig.folderId)
+  if (folderIds.length === 0) return true
+  return (file.parents ?? []).some((parent) => folderIds.includes(parent))
+}
+
+function driveChangeToExternal(
+  change: DriveChange,
+  sourceConfig: Record<string, unknown>
+): ExternalChange | null {
+  if (change.changeType !== undefined && change.changeType !== 'file') return null
+  const externalId = change.fileId
+  if (!externalId) return null
+  const file = change.file
+  if (change.removed || !file || !isFileInScope(file, sourceConfig)) {
+    return { kind: 'removed', externalId }
+  }
+  return {
+    kind: 'upsert',
+    externalId,
+    document: stubOrSkipBySize(
+      fileToStub(file),
+      Number(file.size) || undefined,
+      CONNECTOR_MAX_FILE_BYTES
+    ),
+  }
+}
+
+/**
+ * Drive rejects an expired or foreign page token as a bad request rather than
+ * with a dedicated status; a 404 or 410 is the same signal on other endpoints.
+ * Reopening the feed from a full listing is the safe answer to all of them.
+ */
+function isDriveChangeCursorInvalidError(error: unknown): boolean {
+  if (!(error instanceof GoogleDriveApiError)) return false
+  if (error.status === 404 || error.status === 410) return true
+  return (
+    error.status === 400 &&
+    (error.reasons.length === 0 ||
+      error.reasons.some((reason) => reason === 'invalid' || reason === 'badRequest'))
+  )
+}
+
+function buildQuery(sourceConfig: Record<string, unknown>, lastSyncAt?: Date): string {
   const parts: string[] = ['trashed = false']
 
   const parentsClause = buildDriveParentsClause(parseMultiValue(sourceConfig.folderId))
   if (parentsClause) parts.push(parentsClause)
 
+  if (lastSyncAt) parts.push(`modifiedTime > '${lastSyncAt.toISOString()}'`)
+
   const fileType = (sourceConfig.fileType as string) || 'all'
   switch (fileType) {
     case 'documents':
@@ -339,9 +467,10 @@ export const googleDriveConnector: ConnectorConfig = {
     accessToken: string,
     sourceConfig: Record<string, unknown>,
     cursor?: string,
-    syncContext?: Record<string, unknown>
+    syncContext?: Record<string, unknown>,
+    lastSyncAt?: Date
   ): Promise<ExternalDocumentList> => {
-    const query = buildQuery(sourceConfig)
+    const query = buildQuery(sourceConfig, lastSyncAt)
     const pageSize = 100
 
     const maxFiles = parseMaxFiles(sourceConfig.maxFiles)
@@ -359,7 +488,7 @@ export const googleDriveConnector: ConnectorConfig = {
       pageSize: String(effectivePageSize),
       orderBy: 'modifiedTime desc',
       fields:
-        'kind,nextPageToken,incompleteSearch,files(id,name,mimeType,modifiedTime,createdTime,webViewLink,owners,size,starred)',
+        'kind,nextPageToken,incompleteSearch,files(id,name,mimeType,modifiedTime,createdTime,webViewLink,owners,size,starred,parents)',
       supportsAllDrives: 'true',
       includeItemsFromAllDrives: 'true',
     })
@@ -619,4 +748,71 @@ export const googleDriveConnector: ConnectorConfig = {
    */
   isListingScopeUnavailableError: (error) =>
     error instanceof GoogleDriveApiError && error.kind === 'not_found',
+
+  getChangeCursor: async (accessToken: string): Promise<string> => {
+    const url = 'https://www.googleapis.com/drive/v3/changes/startPageToken?supportsAllDrives=true'
+    const response = await fetchGoogleDriveWithRetry(url, {
+      method: 'GET',
+      headers: { Authorization: `Bearer ${accessToken}`, Accept: 'application/json' },
+    })
+    const data: unknown = await response.json()
+    if (
+      !isPlainRecord(data) ||
+      typeof data.startPageToken !== 'string' ||
+      data.startPageToken.length === 0
+    ) {
+      throw new Error('Google Drive API returned malformed change-cursor metadata')
+    }
+    return data.startPageToken
+  },
+
+  /**
+   * Reads `changes.list` for the account behind the token. Drive reports a
+   * file the account lost access to with `removed: true`, and a file newly
+   * shared with it as an ordinary change, so one feed carries both content
+   * and permission changes for that account.
+   */
+  listChanges: async (
+    accessToken: string,
+    sourceConfig: Record<string, unknown>,
+    cursor: string
+  ): Promise<ExternalChangeList> => {
+    const queryParams = new URLSearchParams({
+      pageToken: cursor,
+      pageSize: '100',
+      includeRemoved: 'true',
+      supportsAllDrives: 'true',
+      includeItemsFromAllDrives: 'true',
+      restrictToMyDrive: 'false',
+      spaces: 'drive',
+      fields:
+        'nextPageToken,newStartPageToken,changes(changeType,removed,fileId,file(id,name,mimeType,modifiedTime,createdTime,webViewLink,owners,size,starred,trashed,parents))',
+    })
+    const url = `https://www.googleapis.com/drive/v3/changes?${queryParams.toString()}`
+
+    let response: Response
+    try {
+      response = await fetchGoogleDriveWithRetry(url, {
+        method: 'GET',
+        headers: { Authorization: `Bearer ${accessToken}`, Accept: 'application/json' },
+      })
+    } catch (error) {
+      logger.error('Failed to list Google Drive changes', googleDriveErrorLogFields(error))
+      throw error
+    }
+
+    const data = parseDriveChangeListResponse(await response.json())
+    const changes: ExternalChange[] = []
+    for (const change of data.changes) {
+      const mapped = driveChangeToExternal(change, sourceConfig)
+      if (mapped) changes.push(mapped)
+    }
+    const nextCursor = data.nextPageToken ?? data.newStartPageToken
+    if (!nextCursor) {
+      throw new Error('Google Drive API returned malformed change-list metadata')
+    }
+    return { changes, nextCursor, hasMore: Boolean(data.nextPageToken) }
+  },
+
+  isChangeCursorInvalidError: isDriveChangeCursorInvalidError,
 }
diff --git a/apps/sim/connectors/types.ts b/apps/sim/connectors/types.ts
index eff4a4c2cb8..f462cb29dc3 100644
--- a/apps/sim/connectors/types.ts
+++ b/apps/sim/connectors/types.ts
@@ -95,6 +95,24 @@ export interface ExternalDocumentList {
   reconciliationSafe?: boolean
 }
 
+/**
+ * One entry of a connector's change feed. A removal is authoritative for the
+ * caller: the item was deleted, or their account can no longer reach it.
+ */
+export type ExternalChange =
+  | { kind: 'upsert'; externalId: string; document: ExternalDocument }
+  | { kind: 'removed'; externalId: string }
+
+export interface ExternalChangeList {
+  changes: ExternalChange[]
+  /**
+   * The cursor to continue from: the next page while `hasMore`, otherwise the
+   * point the drained feed should resume from on the next read.
+   */
+  nextCursor: string
+  hasMore: boolean
+}
+
 export const SYNC_SKIP_REASONS = [
   'connector_unavailable',
   'knowledge_base_deleted',
@@ -285,6 +303,37 @@ export interface ConnectorConfig extends ConnectorMeta {
    */
   isListingScopeUnavailableError?: (error: unknown) => boolean
 
+  /**
+   * Opens a change feed over the caller's view of the source: the cursor from
+   * which {@link listChanges} later reports everything they gain, lose, or see
+   * modified. A members-mode crawl takes it before a full listing so nothing
+   * that changes during the listing is missed, and then reads the feed on
+   * every run instead of relisting. Only meaningful alongside
+   * {@link ConnectorMeta.permissionScopedListing}.
+   */
+  getChangeCursor?: (
+    accessToken: string,
+    sourceConfig: Record<string, unknown>,
+    syncContext?: Record<string, unknown>
+  ) => Promise<string>
+
+  /**
+   * Reads the change feed from a cursor. An upsert carries the same stub a
+   * listing would; a removal withdraws the caller's access to the item.
+   */
+  listChanges?: (
+    accessToken: string,
+    sourceConfig: Record<string, unknown>,
+    cursor: string,
+    syncContext?: Record<string, unknown>
+  ) => Promise<ExternalChangeList>
+
+  /**
+   * Whether a change-feed failure means the cursor has expired, so the feed
+   * must be reopened from a fresh full listing rather than retried.
+   */
+  isChangeCursorInvalidError?: (error: unknown) => boolean
+
   /** Map source metadata to semantic tag keys (translated to slots by the sync engine) */
   mapTags?: (metadata: Record<string, unknown>) => Record<string, unknown>
 }
diff --git a/apps/sim/lib/knowledge/connectors/member-observations.ts b/apps/sim/lib/knowledge/connectors/member-observations.ts
index 32457ac72c6..188c0066d66 100644
--- a/apps/sim/lib/knowledge/connectors/member-observations.ts
+++ b/apps/sim/lib/knowledge/connectors/member-observations.ts
@@ -120,6 +120,34 @@ export async function removeUnseenMemberObservations(
   return removed.map((row) => row.documentId)
 }
 
+/**
+ * Withdraws one member's observations of specific documents: what their
+ * change feed reported as deleted or no longer reachable. Returns the ids
+ * whose observation actually existed.
+ */
+export async function removeMemberObservationsForDocuments(
+  executor: DbOrTx,
+  memberId: string,
+  documentIds: readonly string[]
+): Promise<string[]> {
+  if (documentIds.length === 0) return []
+  const removed: string[] = []
+  for (let offset = 0; offset < documentIds.length; offset += OBSERVATION_BATCH_SIZE) {
+    const batch = documentIds.slice(offset, offset + OBSERVATION_BATCH_SIZE)
+    const rows = await executor
+      .delete(knowledgeDocumentObservation)
+      .where(
+        and(
+          eq(knowledgeDocumentObservation.memberId, memberId),
+          inArray(knowledgeDocumentObservation.documentId, batch)
+        )
+      )
+      .returning({ documentId: knowledgeDocumentObservation.documentId })
+    for (const row of rows) removed.push(row.documentId)
+  }
+  return removed
+}
+
 /** Every document the given members have observed, for rematerialisation after a membership change. */
 export async function listObservedDocumentIds(
   executor: DbOrTx,
diff --git a/apps/sim/lib/knowledge/connectors/member-sync-engine.test.ts b/apps/sim/lib/knowledge/connectors/member-sync-engine.test.ts
index 7fe0d06e932..d51c99419e0 100644
--- a/apps/sim/lib/knowledge/connectors/member-sync-engine.test.ts
+++ b/apps/sim/lib/knowledge/connectors/member-sync-engine.test.ts
@@ -30,10 +30,14 @@ import {
 import {
   CONNECTOR_AUTO_DISABLED_ERROR,
   MAX_CONSECUTIVE_FAILURES,
+  MEMBER_CHANGE_FEED_FULL_RECRAWL_MINUTES,
   MEMBER_FULL_RECRAWL_MINUTES,
 } from '@/lib/knowledge/connectors/sync-limits'
-import { CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS } from '@/lib/knowledge/connectors/sync-primitives'
-import type { ExternalDocument } from '@/connectors/types'
+import {
+  CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS,
+  runChangeFeedPass,
+} from '@/lib/knowledge/connectors/sync-primitives'
+import type { ExternalChangeList, ExternalDocument } from '@/connectors/types'
 
 function doc(externalId: string, content = 'x'): ExternalDocument {
   return { externalId, title: externalId, content, mimeType: 'text/plain', metadata: {} }
@@ -73,6 +77,107 @@ describe('member sync engine decisions', () => {
       expect(shouldListFully(recent, recent, now)).toBe(false)
       expect(shouldListFully(stale, stale, now)).toBe(true)
     })
+
+    it('stretches the window for a member whose change feed is open', () => {
+      const feedWindowMs = MEMBER_CHANGE_FEED_FULL_RECRAWL_MINUTES * 60 * 1000
+      const beyondPlainWindow = new Date(now.getTime() - MEMBER_FULL_RECRAWL_MINUTES * 60 * 1000)
+      expect(MEMBER_CHANGE_FEED_FULL_RECRAWL_MINUTES).toBeGreaterThan(MEMBER_FULL_RECRAWL_MINUTES)
+      expect(
+        shouldListFully(
+          beyondPlainWindow,
+          beyondPlainWindow,
+          now,
+          MEMBER_CHANGE_FEED_FULL_RECRAWL_MINUTES
+        )
+      ).toBe(false)
+      const stale = new Date(now.getTime() - feedWindowMs)
+      expect(shouldListFully(stale, stale, now, MEMBER_CHANGE_FEED_FULL_RECRAWL_MINUTES)).toBe(true)
+    })
+  })
+
+  describe('runChangeFeedPass', () => {
+    function pass(
+      pages: ExternalChangeList[],
+      options: { deadlineAt?: number; maxPages?: number } = {}
+    ) {
+      const listChanges = vi.fn(async (_token: string, _config: unknown, cursor: string) => {
+        const page = pages[Number(cursor.replace('c', ''))]
+        if (!page) throw new Error(`no page for ${cursor}`)
+        return page
+      })
+      return {
+        listChanges,
+        run: () =>
+          runChangeFeedPass({
+            connectorId: 'c-1',
+            connectorConfig: { listChanges },
+            sourceConfig: {},
+            syncContext: {},
+            cursor: 'c0',
+            beforePage: async () => undefined,
+            getAccessToken: async () => 'token',
+            ...options,
+          }),
+      }
+    }
+
+    it('keeps the last word on each item and resumes past the drained feed', async () => {
+      const feed = pass([
+        {
+          changes: [
+            { kind: 'upsert', externalId: 'a', document: doc('a', 'v1') },
+            { kind: 'removed', externalId: 'b' },
+          ],
+          nextCursor: 'c1',
+          hasMore: true,
+        },
+        {
+          changes: [
+            { kind: 'removed', externalId: 'a' },
+            { kind: 'upsert', externalId: 'b', document: doc('b') },
+            { kind: 'upsert', externalId: 'c', document: doc('c') },
+          ],
+          nextCursor: 'resume',
+          hasMore: false,
+        },
+      ])
+      const result = await feed.run()
+
+      expect(result.upserts.map((d) => d.externalId)).toEqual(['b', 'c'])
+      expect(result.removedExternalIds).toEqual(['a'])
+      expect(result.cursor).toBe('resume')
+      expect(result.exhausted).toBe(true)
+      expect(result.budgetAborted).toBe(false)
+      expect(feed.listChanges).toHaveBeenCalledTimes(2)
+    })
+
+    it('stops at the page cap with the cursor past the pages it read', async () => {
+      const feed = pass(
+        [
+          { changes: [{ kind: 'removed', externalId: 'x' }], nextCursor: 'c1', hasMore: true },
+          { changes: [], nextCursor: 'c2', hasMore: true },
+        ],
+        { maxPages: 1 }
+      )
+      const result = await feed.run()
+
+      expect(result.removedExternalIds).toEqual(['x'])
+      expect(result.cursor).toBe('c1')
+      expect(result.exhausted).toBe(false)
+      expect(result.budgetAborted).toBe(false)
+    })
+
+    it('reads nothing past the deadline and leaves the cursor where it was', async () => {
+      const feed = pass([{ changes: [], nextCursor: 'c1', hasMore: false }], {
+        deadlineAt: Date.now() - 1,
+      })
+      const result = await feed.run()
+
+      expect(result.cursor).toBe('c0')
+      expect(result.budgetAborted).toBe(true)
+      expect(result.exhausted).toBe(false)
+      expect(feed.listChanges).not.toHaveBeenCalled()
+    })
   })
 
   describe('memberFailureBackoffMs', () => {
diff --git a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
index 329da0eeb75..097911b351a 100644
--- a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
+++ b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
@@ -32,6 +32,7 @@ import {
   listObservedDocumentIds,
   materializeDocumentAcls,
   recordMemberObservations,
+  removeMemberObservationsForDocuments,
   removeUnseenMemberObservations,
 } from '@/lib/knowledge/connectors/member-observations'
 import {
@@ -39,6 +40,7 @@ import {
   CONNECTOR_FAILURE_BACKOFF_CAP_MINUTES,
   connectorFailureBackoffMinutes,
   MAX_CONSECUTIVE_FAILURES,
+  MEMBER_CHANGE_FEED_FULL_RECRAWL_MINUTES,
   MEMBER_FULL_RECRAWL_MINUTES,
   MEMBER_SUSPENDED_PURGE_DAYS,
   MEMBER_SYNC_MAX_PAGES_PER_MEMBER,
@@ -62,6 +64,7 @@ import {
   loadOwnedCorpus,
   processDocOps,
   RETRY_WINDOW_DAYS,
+  runChangeFeedPass,
   runListingPass,
   sourcePageFitsSyncWorkingSet,
   sweepStuckDocuments,
@@ -125,15 +128,26 @@ export interface MemberCredentialSnapshot {
   active: boolean
 }
 
+/**
+ * How a member's view of the source was read this run. A full listing is the
+ * only kind that can withdraw access by omission; the change feed withdraws it
+ * by an explicit removal; an incremental listing refreshes content only.
+ */
+type MemberListingMode = 'full' | 'changes' | 'incremental'
+
 /** What one member's listing established for this run. */
 interface MemberListingOutcome {
   member: MemberRow
+  mode: MemberListingMode
   listingStartedAt: Date
   seenExternalIds: Set<string>
+  /** Items the change feed reported as deleted or no longer reachable by the member. */
+  removedExternalIds: readonly string[]
   listedCount: number
-  full: boolean
   complete: boolean
   suspect: boolean
+  /** Cursor to store when this outcome lands; undefined leaves the member's cursor untouched. */
+  changeCursor: string | undefined
 }
 
 interface UnionEntry {
@@ -193,18 +207,34 @@ export function deriveMemberActive(
 }
 
 /**
- * Whether a member needs a full listing this run. Only a full listing grants
- * or removes access, so every member gets one at least every
- * {@link MEMBER_FULL_RECRAWL_MINUTES}; between them, an incremental listing
- * refreshes content only.
+ * Whether a member needs a full listing this run. Without a change feed only a
+ * full listing grants or removes access, so every member gets one at least
+ * every {@link MEMBER_FULL_RECRAWL_MINUTES} and an incremental listing
+ * refreshes content between them. A member whose feed is open needs one only
+ * every {@link MEMBER_CHANGE_FEED_FULL_RECRAWL_MINUTES}, as a check that the
+ * feed missed nothing.
  */
 export function shouldListFully(
   memberSyncedThrough: Date | null,
   lastCompleteListingAt: Date | null,
-  now: Date
+  now: Date,
+  recrawlMinutes: number = MEMBER_FULL_RECRAWL_MINUTES
 ): boolean {
   if (!memberSyncedThrough || !lastCompleteListingAt) return true
-  return now.getTime() - lastCompleteListingAt.getTime() >= MEMBER_FULL_RECRAWL_MINUTES * 60 * 1000
+  return now.getTime() - lastCompleteListingAt.getTime() >= recrawlMinutes * 60 * 1000
+}
+
+/** Whether a connector can keep a per-member change feed at all. */
+function supportsChangeFeed(
+  connectorConfig: ConnectorConfig
+): connectorConfig is ConnectorConfig & {
+  listChanges: NonNullable<ConnectorConfig['listChanges']>
+  getChangeCursor: NonNullable<ConnectorConfig['getChangeCursor']>
+} {
+  return (
+    typeof connectorConfig.listChanges === 'function' &&
+    typeof connectorConfig.getChangeCursor === 'function'
+  )
 }
 
 /** The next attempt for a member whose listing threw: exponential on the connector's interval, capped at a day. */
@@ -636,6 +666,19 @@ function isScopeUnavailableError(connectorConfig: ConnectorConfig, error: unknow
   return connectorConfig.isListingScopeUnavailableError?.(error) === true
 }
 
+interface MemberListing {
+  kind: 'listed'
+  mode: MemberListingMode
+  documents: ExternalDocument[]
+  removedExternalIds: string[]
+  complete: boolean
+  /** The source itself said this member reaches nothing; not a listing shape to doubt. */
+  authoritative: boolean
+  startedAt: Date
+  /** Cursor to store once the listing lands; undefined leaves the member's cursor alone. */
+  changeCursor: string | undefined
+}
+
 async function listForMember(input: {
   run: MemberSyncRun
   member: MemberRow
@@ -644,27 +687,74 @@ async function listForMember(input: {
   tokens: MemberTokenCache
   syncContext: Record<string, unknown>
   syncIntervalMinutes: number
-}): Promise<
-  | {
-      kind: 'listed'
-      documents: ExternalDocument[]
-      full: boolean
-      complete: boolean
-      /** The source itself said this member reaches nothing; not a listing shape to doubt. */
-      authoritative: boolean
-      startedAt: Date
-    }
-  | { kind: 'failed' }
-> {
+  /** Relist fully even inside the recrawl window: the member's change feed could not be read. */
+  forceFull?: boolean
+}): Promise<MemberListing | { kind: 'failed' }> {
   const { run, member, connectorConfig, sourceConfig, syncContext } = input
   const startedAt = new Date()
-  const full = shouldListFully(member.memberSyncedThrough, member.lastCompleteListingAt, startedAt)
-  const lastSyncAt =
-    full || !member.memberSyncedThrough
-      ? undefined
-      : new Date(member.memberSyncedThrough.getTime() - INCREMENTAL_OVERLAP_MS)
+  const feed = supportsChangeFeed(connectorConfig)
+  const feedOpen = feed && Boolean(member.changeCursor)
+  const full =
+    input.forceFull === true ||
+    shouldListFully(
+      member.memberSyncedThrough,
+      member.lastCompleteListingAt,
+      startedAt,
+      feedOpen ? MEMBER_CHANGE_FEED_FULL_RECRAWL_MINUTES : MEMBER_FULL_RECRAWL_MINUTES
+    )
 
   try {
+    if (!full && feed && member.changeCursor) {
+      let pass: Awaited<ReturnType<typeof runChangeFeedPass>>
+      try {
+        pass = await runChangeFeedPass({
+          connectorId: run.connectorId,
+          connectorConfig,
+          sourceConfig,
+          syncContext,
+          cursor: member.changeCursor,
+          beforePage: run.lease.beatIfDue,
+          getAccessToken: () => input.tokens.get(member.id),
+          deadlineAt: run.deadlineAt,
+          maxPages: MEMBER_SYNC_MAX_PAGES_PER_MEMBER,
+        })
+      } catch (error) {
+        if (connectorConfig.isChangeCursorInvalidError?.(error) !== true) throw error
+        logger.info('Member change feed cursor expired; reopening it from a full listing', {
+          connectorId: run.connectorId,
+          memberId: member.id,
+        })
+        return listForMember({ ...input, forceFull: true })
+      }
+      return {
+        kind: 'listed',
+        mode: 'changes',
+        documents: pass.upserts,
+        removedExternalIds: pass.removedExternalIds,
+        complete: pass.exhausted && !pass.budgetAborted,
+        authoritative: false,
+        startedAt,
+        changeCursor: pass.cursor,
+      }
+    }
+
+    /**
+     * The feed opens before the listing starts so a change that lands while
+     * the listing is running is reported by the first feed read instead of
+     * waiting for the next full listing.
+     */
+    const openedCursor =
+      full && feed
+        ? await connectorConfig.getChangeCursor(
+            await input.tokens.get(member.id),
+            sourceConfig,
+            syncContext
+          )
+        : undefined
+    const lastSyncAt =
+      full || !member.memberSyncedThrough
+        ? undefined
+        : new Date(member.memberSyncedThrough.getTime() - INCREMENTAL_OVERLAP_MS)
     const listing = await runListingPass({
       connectorId: run.connectorId,
       connectorConfig,
@@ -683,11 +773,13 @@ async function listForMember(input: {
       !syncContext.reconciliationUnsafe
     return {
       kind: 'listed',
+      mode: full ? 'full' : 'incremental',
       documents: listing.documents,
-      full,
+      removedExternalIds: [],
       complete,
       authoritative: false,
       startedAt,
+      changeCursor: full && complete ? openedCursor : undefined,
     }
   } catch (error) {
     if (error instanceof SyncLockLostException || error instanceof ConnectorSyncCapacityError) {
@@ -701,11 +793,13 @@ async function listForMember(input: {
       })
       return {
         kind: 'listed',
+        mode: 'full',
         documents: [],
-        full: true,
+        removedExternalIds: [],
         complete: true,
         authoritative: true,
         startedAt,
+        changeCursor: undefined,
       }
     }
     logger.warn('Member listing failed', {
@@ -721,8 +815,9 @@ async function listForMember(input: {
 
 /**
  * Writes what one member's listing established: observations for everything
- * they saw, removals only after a full, complete, non-suspect listing, and the
- * member's schedule and watermark. Returns the documents whose ACL changed.
+ * they saw, removals only after a full, complete, non-suspect listing or by
+ * the change feed's explicit word, and the member's schedule, watermark, and
+ * feed cursor. Returns the documents whose ACL changed.
  */
 async function applyMemberListing(
   run: MemberSyncRun,
@@ -736,7 +831,7 @@ async function applyMemberListing(
     const documentId = documentIdByExternalId.get(externalId)
     if (documentId) seenDocumentIds.push(documentId)
   }
-  const removesAllowed = outcome.full && outcome.complete && !outcome.suspect
+  const removesAllowed = outcome.mode === 'full' && outcome.complete && !outcome.suspect
   const now = new Date()
 
   await db.transaction(async (tx) => {
@@ -747,17 +842,36 @@ async function applyMemberListing(
       const removed = await removeUnseenMemberObservations(tx, outcome.member.id, run.runId)
       run.result.observationsRemoved += removed.length
       for (const documentId of removed) affected.add(documentId)
+    } else if (outcome.mode === 'changes') {
+      const removedDocumentIds: string[] = []
+      for (const externalId of outcome.removedExternalIds) {
+        const documentId = documentIdByExternalId.get(externalId)
+        if (documentId) removedDocumentIds.push(documentId)
+      }
+      const removed = await removeMemberObservationsForDocuments(
+        tx,
+        outcome.member.id,
+        removedDocumentIds
+      )
+      run.result.observationsRemoved += removed.length
+      for (const documentId of removed) affected.add(documentId)
     }
     await tx
       .update(knowledgeConnectorMember)
       .set({
         consecutiveFailures: 0,
         lastError: null,
-        lastListedCount: outcome.listedCount,
+        ...(outcome.mode === 'full' ? { lastListedCount: outcome.listedCount } : {}),
         nextAttemptAt: outcome.complete ? nextMemberSyncTime(now, syncIntervalMinutes, false) : now,
         ...(removesAllowed
           ? { lastCompleteListingAt: now, memberSyncedThrough: outcome.listingStartedAt }
           : {}),
+        ...(outcome.mode === 'changes' && outcome.complete
+          ? { memberSyncedThrough: outcome.listingStartedAt }
+          : {}),
+        ...(outcome.changeCursor !== undefined
+          ? { changeCursor: outcome.changeCursor, changeCursorAt: now }
+          : {}),
         updatedAt: now,
       })
       .where(eq(knowledgeConnectorMember.id, outcome.member.id))
@@ -1121,7 +1235,7 @@ export async function executeMemberSync(
        * outright the member reaches nothing is not a shape to doubt.
        */
       const suspect =
-        listed.full &&
+        listed.mode === 'full' &&
         !listed.authoritative &&
         classifySuspectListing(admitted.seenExternalIds.size, member.lastListedCount ?? 0) !== null
       if (suspect) {
@@ -1134,12 +1248,15 @@ export async function executeMemberSync(
       }
       outcomes.push({
         member,
+        mode: listed.mode,
         listingStartedAt: listed.startedAt,
         seenExternalIds: admitted.seenExternalIds,
+        removedExternalIds: listed.removedExternalIds,
         listedCount: admitted.seenExternalIds.size,
-        full: listed.full,
         complete: listed.complete,
         suspect,
+        /** A doubted listing does not open the feed either: the next full listing decides. */
+        changeCursor: suspect ? undefined : listed.changeCursor,
       })
     }
 
diff --git a/apps/sim/lib/knowledge/connectors/sync-limits.ts b/apps/sim/lib/knowledge/connectors/sync-limits.ts
index 16bc407d52a..23f23a96c17 100644
--- a/apps/sim/lib/knowledge/connectors/sync-limits.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-limits.ts
@@ -128,6 +128,13 @@ export const MEMBER_SYNC_MAX_PAGES_PER_MEMBER = 200
  */
 export const MEMBER_FULL_RECRAWL_MINUTES = 720
 
+/**
+ * The full-listing cadence for a member whose connector keeps a change feed.
+ * The feed reports what they gain, lose, and see modified between listings,
+ * so the full listing is only a periodic check that the feed missed nothing.
+ */
+export const MEMBER_CHANGE_FEED_FULL_RECRAWL_MINUTES = 7 * 24 * 60
+
 /**
  * A member whose crawls have neither started nor completed for this long is
  * treated as gone: their observations are removed and the documents only they
diff --git a/apps/sim/lib/knowledge/connectors/sync-primitives.ts b/apps/sim/lib/knowledge/connectors/sync-primitives.ts
index 15cb205aba6..248069bad1e 100644
--- a/apps/sim/lib/knowledge/connectors/sync-primitives.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-primitives.ts
@@ -35,7 +35,12 @@ import {
   QUEUED_DISPATCH_GRACE_MS,
 } from '@/lib/knowledge/documents/types'
 import { isRateLimitError } from '@/lib/knowledge/documents/utils'
-import type { ConnectorConfig, ExternalDocument, SyncResult } from '@/connectors/types'
+import type {
+  ConnectorConfig,
+  ExternalChange,
+  ExternalDocument,
+  SyncResult,
+} from '@/connectors/types'
 import { hasIndexablePayload } from '@/connectors/utils'
 
 const logger = createLogger('ConnectorSyncPrimitives')
@@ -130,7 +135,7 @@ const PROCESSING_QUEUE_CONCURRENCY = envNumber(env.KB_CONFIG_CONCURRENCY_LIMIT,
 export class ConnectorSyncCapacityError extends Error {}
 
 export class ConnectorSyncWorkingSetLimitError extends ConnectorSyncCapacityError {
-  constructor(connectorId: string, scope: 'source listing' | 'owned corpus') {
+  constructor(connectorId: string, scope: 'source listing' | 'change feed' | 'owned corpus') {
     super(
       `Connector ${connectorId} ${scope} exceeds the safe per-corpus limit of ${CONNECTOR_SYNC_MAX_CORPUS_DOCUMENTS.toLocaleString()} documents. Narrow the configured source scope or set a connector document limit before syncing again.`
     )
@@ -1069,6 +1074,86 @@ export function filterStillOwnedReconciliationIds(
   }
 }
 
+/** What a change-feed pass needs from the engine that runs it. */
+export interface ChangeFeedPassInput {
+  connectorId: string
+  connectorConfig: { listChanges: NonNullable<ConnectorConfig['listChanges']> }
+  sourceConfig: Record<string, unknown>
+  syncContext: Record<string, unknown>
+  /** Where the feed was last left. */
+  cursor: string
+  beforePage: () => Promise<void>
+  getAccessToken: (pageNum: number) => Promise<string>
+  deadlineAt?: number
+  maxPages?: number
+}
+
+export interface ChangeFeedPassResult {
+  /** The latest stub of every item the feed reported as present, in feed order. */
+  upserts: ExternalDocument[]
+  /** Items whose last word from the feed was a removal. */
+  removedExternalIds: string[]
+  /** Where the next read resumes: past every page this pass consumed. */
+  cursor: string
+  /** False when pagination stopped before the feed was drained. */
+  exhausted: boolean
+  budgetAborted: boolean
+}
+
+/**
+ * Reads a change feed to exhaustion, the page cap, or the deadline. Each item
+ * keeps only its last change, so something removed and re-shared inside one
+ * pass reads as present. The returned cursor sits past every page that was
+ * read, so an interrupted pass never replays what it already applied.
+ */
+export async function runChangeFeedPass(input: ChangeFeedPassInput): Promise<ChangeFeedPassResult> {
+  const { connectorId, connectorConfig, sourceConfig, syncContext } = input
+  const maxPages = input.maxPages ?? MAX_PAGES
+  const latest = new Map<string, ExternalChange>()
+  let retainedSourcePayloadBytes = 0
+  let cursor = input.cursor
+  let hasMore = true
+  let budgetAborted = false
+
+  for (let pageNum = 0; hasMore && pageNum < maxPages; pageNum++) {
+    await input.beforePage()
+
+    if (input.deadlineAt !== undefined && Date.now() >= input.deadlineAt) {
+      budgetAborted = true
+      break
+    }
+
+    const accessToken = await input.getAccessToken(pageNum)
+    const page = await connectorConfig.listChanges(accessToken, sourceConfig, cursor, syncContext)
+
+    const upserts: ExternalDocument[] = []
+    for (const change of page.changes) {
+      if (change.kind === 'upsert') upserts.push(change.document)
+    }
+    if (!sourcePageFitsSyncWorkingSet(latest.size, upserts.length)) {
+      throw new ConnectorSyncWorkingSetLimitError(connectorId, 'change feed')
+    }
+    retainedSourcePayloadBytes = addSourcePagePayloadBytes(retainedSourcePayloadBytes, upserts)
+    for (const change of page.changes) latest.set(change.externalId, change)
+
+    cursor = page.nextCursor
+    hasMore = page.hasMore
+  }
+
+  const result: ChangeFeedPassResult = {
+    upserts: [],
+    removedExternalIds: [],
+    cursor,
+    exhausted: !hasMore,
+    budgetAborted,
+  }
+  for (const change of latest.values()) {
+    if (change.kind === 'upsert') result.upserts.push(change.document)
+    else result.removedExternalIds.push(change.externalId)
+  }
+  return result
+}
+
 /** What a listing pass needs from the engine that runs it. */
 export interface ListingPassInput {
   connectorId: string
diff --git a/packages/db/migrations/0318_knowledge_connector_member_change_cursor.sql b/packages/db/migrations/0318_knowledge_connector_member_change_cursor.sql
new file mode 100644
index 00000000000..26e566736aa
--- /dev/null
+++ b/packages/db/migrations/0318_knowledge_connector_member_change_cursor.sql
@@ -0,0 +1,8 @@
+-- Per-member change-feed cursor for members-mode knowledge connectors (expand only).
+--
+-- A member whose connector can read a change feed (Google Drive `changes.list`) stores where that
+-- feed resumes, so a run reads the feed instead of relisting the member's whole view of the
+-- source. Both columns are nullable with no default, so this is metadata-only on PG11+ and the
+-- currently deployed application, which never reads them, is unaffected.
+ALTER TABLE "knowledge_connector_member" ADD COLUMN IF NOT EXISTS "change_cursor" text;--> statement-breakpoint
+ALTER TABLE "knowledge_connector_member" ADD COLUMN IF NOT EXISTS "change_cursor_at" timestamp;
diff --git a/packages/db/migrations/meta/0318_snapshot.json b/packages/db/migrations/meta/0318_snapshot.json
new file mode 100644
index 00000000000..ed0aeb8ace9
--- /dev/null
+++ b/packages/db/migrations/meta/0318_snapshot.json
@@ -0,0 +1,21509 @@
+{
+  "id": "597a78d2-77df-406a-813f-026a858b7a2c",
+  "prevId": "ac384ad5-c081-4e8c-ae77-4e0db2a786eb",
+  "version": "7",
+  "dialect": "postgresql",
+  "tables": {
+    "public.academy_certificate": {
+      "name": "academy_certificate",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "course_id": {
+          "name": "course_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "academy_cert_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'active'"
+        },
+        "issued_at": {
+          "name": "issued_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "certificate_number": {
+          "name": "certificate_number",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "academy_certificate_user_id_idx": {
+          "name": "academy_certificate_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "academy_certificate_course_id_idx": {
+          "name": "academy_certificate_course_id_idx",
+          "columns": [
+            {
+              "expression": "course_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "academy_certificate_user_course_unique": {
+          "name": "academy_certificate_user_course_unique",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "course_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "academy_certificate_status_idx": {
+          "name": "academy_certificate_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "academy_certificate_user_id_user_id_fk": {
+          "name": "academy_certificate_user_id_user_id_fk",
+          "tableFrom": "academy_certificate",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "academy_certificate_certificate_number_unique": {
+          "name": "academy_certificate_certificate_number_unique",
+          "nullsNotDistinct": false,
+          "columns": ["certificate_number"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.account": {
+      "name": "account",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "account_id": {
+          "name": "account_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "access_token": {
+          "name": "access_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "refresh_token": {
+          "name": "refresh_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "id_token": {
+          "name": "id_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "access_token_expires_at": {
+          "name": "access_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "refresh_token_expires_at": {
+          "name": "refresh_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "scope": {
+          "name": "scope",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "password": {
+          "name": "password",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "indexes": {
+        "account_user_id_idx": {
+          "name": "account_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "idx_account_on_account_id_provider_id": {
+          "name": "idx_account_on_account_id_provider_id",
+          "columns": [
+            {
+              "expression": "account_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "account_user_id_user_id_fk": {
+          "name": "account_user_id_user_id_fk",
+          "tableFrom": "account",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.api_key": {
+      "name": "api_key",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "key": {
+          "name": "key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "key_hash": {
+          "name": "key_hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'personal'"
+        },
+        "last_used": {
+          "name": "last_used",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "api_key_workspace_type_idx": {
+          "name": "api_key_workspace_type_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "api_key_user_type_idx": {
+          "name": "api_key_user_type_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "api_key_key_hash_idx": {
+          "name": "api_key_key_hash_idx",
+          "columns": [
+            {
+              "expression": "key_hash",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "api_key_user_id_user_id_fk": {
+          "name": "api_key_user_id_user_id_fk",
+          "tableFrom": "api_key",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "api_key_workspace_id_workspace_id_fk": {
+          "name": "api_key_workspace_id_workspace_id_fk",
+          "tableFrom": "api_key",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "api_key_created_by_user_id_fk": {
+          "name": "api_key_created_by_user_id_fk",
+          "tableFrom": "api_key",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "api_key_key_unique": {
+          "name": "api_key_key_unique",
+          "nullsNotDistinct": false,
+          "columns": ["key"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {
+        "workspace_type_check": {
+          "name": "workspace_type_check",
+          "value": "(type = 'workspace' AND workspace_id IS NOT NULL) OR (type = 'personal' AND workspace_id IS NULL)"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.async_jobs": {
+      "name": "async_jobs",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "payload": {
+          "name": "payload",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
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+          "name": "args",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "status": {
+          "name": "status",
+          "type": "copilot_async_tool_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "result": {
+          "name": "result",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "error": {
+          "name": "error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "permission_decision": {
+          "name": "permission_decision",
+          "type": "copilot_tool_permission_decision",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "permission_decided_at": {
+          "name": "permission_decided_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "claimed_at": {
+          "name": "claimed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "claimed_by": {
+          "name": "claimed_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "copilot_async_tool_calls_run_id_idx": {
+          "name": "copilot_async_tool_calls_run_id_idx",
+          "columns": [
+            {
+              "expression": "run_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_async_tool_calls_checkpoint_id_idx": {
+          "name": "copilot_async_tool_calls_checkpoint_id_idx",
+          "columns": [
+            {
+              "expression": "checkpoint_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_async_tool_calls_status_idx": {
+          "name": "copilot_async_tool_calls_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_async_tool_calls_run_status_idx": {
+          "name": "copilot_async_tool_calls_run_status_idx",
+          "columns": [
+            {
+              "expression": "run_id",
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+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_async_tool_calls_tool_call_id_unique": {
+          "name": "copilot_async_tool_calls_tool_call_id_unique",
+          "columns": [
+            {
+              "expression": "tool_call_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
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+        "copilot_async_tool_calls_run_id_copilot_runs_id_fk": {
+          "name": "copilot_async_tool_calls_run_id_copilot_runs_id_fk",
+          "tableFrom": "copilot_async_tool_calls",
+          "tableTo": "copilot_runs",
+          "columnsFrom": ["run_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_async_tool_calls_checkpoint_id_copilot_run_checkpoints_id_fk": {
+          "name": "copilot_async_tool_calls_checkpoint_id_copilot_run_checkpoints_id_fk",
+          "tableFrom": "copilot_async_tool_calls",
+          "tableTo": "copilot_run_checkpoints",
+          "columnsFrom": ["checkpoint_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_chats": {
+      "name": "copilot_chats",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "type": {
+          "name": "type",
+          "type": "chat_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'copilot'"
+        },
+        "title": {
+          "name": "title",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "model": {
+          "name": "model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'claude-3-7-sonnet-latest'"
+        },
+        "conversation_id": {
+          "name": "conversation_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "preview_yaml": {
+          "name": "preview_yaml",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "plan_artifact": {
+          "name": "plan_artifact",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "config": {
+          "name": "config",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "resources": {
+          "name": "resources",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'"
+        },
+        "auto_allowed_tools": {
+          "name": "auto_allowed_tools",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'"
+        },
+        "last_seen_at": {
+          "name": "last_seen_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "pinned": {
+          "name": "pinned",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "copilot_chats_user_id_idx": {
+          "name": "copilot_chats_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_chats_workflow_id_idx": {
+          "name": "copilot_chats_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_chats_user_workflow_idx": {
+          "name": "copilot_chats_user_workflow_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_chats_user_workspace_idx": {
+          "name": "copilot_chats_user_workspace_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_chats_created_at_idx": {
+          "name": "copilot_chats_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_chats_updated_at_idx": {
+          "name": "copilot_chats_updated_at_idx",
+          "columns": [
+            {
+              "expression": "updated_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_chats_workspace_created_at_id_idx": {
+          "name": "copilot_chats_workspace_created_at_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "date_trunc('milliseconds', \"created_at\")",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_chats_user_workspace_deleted_partial_idx": {
+          "name": "copilot_chats_user_workspace_deleted_partial_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"copilot_chats\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
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+          "name": "copilot_chats_user_id_user_id_fk",
+          "tableFrom": "copilot_chats",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_chats_workflow_id_workflow_id_fk": {
+          "name": "copilot_chats_workflow_id_workflow_id_fk",
+          "tableFrom": "copilot_chats",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_chats_workspace_id_workspace_id_fk": {
+          "name": "copilot_chats_workspace_id_workspace_id_fk",
+          "tableFrom": "copilot_chats",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_feedback": {
+      "name": "copilot_feedback",
+      "schema": "",
+      "columns": {
+        "feedback_id": {
+          "name": "feedback_id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_query": {
+          "name": "user_query",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "agent_response": {
+          "name": "agent_response",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "is_positive": {
+          "name": "is_positive",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "feedback": {
+          "name": "feedback",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workflow_yaml": {
+          "name": "workflow_yaml",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "copilot_feedback_user_id_idx": {
+          "name": "copilot_feedback_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_feedback_chat_id_idx": {
+          "name": "copilot_feedback_chat_id_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_feedback_user_chat_idx": {
+          "name": "copilot_feedback_user_chat_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_feedback_is_positive_idx": {
+          "name": "copilot_feedback_is_positive_idx",
+          "columns": [
+            {
+              "expression": "is_positive",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
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+        },
+        "copilot_feedback_created_at_idx": {
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+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
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+        "copilot_feedback_user_id_user_id_fk": {
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+          "tableFrom": "copilot_feedback",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_feedback_chat_id_copilot_chats_id_fk": {
+          "name": "copilot_feedback_chat_id_copilot_chats_id_fk",
+          "tableFrom": "copilot_feedback",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_messages": {
+      "name": "copilot_messages",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "message_id": {
+          "name": "message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "role": {
+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "content": {
+          "name": "content",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "stream_id": {
+          "name": "stream_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "parent_message_id": {
+          "name": "parent_message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "model": {
+          "name": "model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tokens_in": {
+          "name": "tokens_in",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tokens_out": {
+          "name": "tokens_out",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "seq": {
+          "name": "seq",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "copilot_messages_chat_message_unique": {
+          "name": "copilot_messages_chat_message_unique",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "message_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_messages_chat_created_at_idx": {
+          "name": "copilot_messages_chat_created_at_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"copilot_messages\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_messages_chat_seq_idx": {
+          "name": "copilot_messages_chat_seq_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "seq",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"copilot_messages\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_messages_chat_stream_idx": {
+          "name": "copilot_messages_chat_stream_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "stream_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"copilot_messages\".\"stream_id\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_messages_user_created_at_idx": {
+          "name": "copilot_messages_user_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "message_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"copilot_messages\".\"role\" = 'user' AND \"copilot_messages\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_messages_chat_id_copilot_chats_id_fk": {
+          "name": "copilot_messages_chat_id_copilot_chats_id_fk",
+          "tableFrom": "copilot_messages",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_run_checkpoints": {
+      "name": "copilot_run_checkpoints",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "run_id": {
+          "name": "run_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "pending_tool_call_id": {
+          "name": "pending_tool_call_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "conversation_snapshot": {
+          "name": "conversation_snapshot",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "agent_state": {
+          "name": "agent_state",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "provider_request": {
+          "name": "provider_request",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "copilot_run_checkpoints_run_id_idx": {
+          "name": "copilot_run_checkpoints_run_id_idx",
+          "columns": [
+            {
+              "expression": "run_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_run_checkpoints_pending_tool_call_id_idx": {
+          "name": "copilot_run_checkpoints_pending_tool_call_id_idx",
+          "columns": [
+            {
+              "expression": "pending_tool_call_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_run_checkpoints_run_pending_tool_unique": {
+          "name": "copilot_run_checkpoints_run_pending_tool_unique",
+          "columns": [
+            {
+              "expression": "run_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "pending_tool_call_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_run_checkpoints_run_id_copilot_runs_id_fk": {
+          "name": "copilot_run_checkpoints_run_id_copilot_runs_id_fk",
+          "tableFrom": "copilot_run_checkpoints",
+          "tableTo": "copilot_runs",
+          "columnsFrom": ["run_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_runs": {
+      "name": "copilot_runs",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "execution_id": {
+          "name": "execution_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "parent_run_id": {
+          "name": "parent_run_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "stream_id": {
+          "name": "stream_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "agent": {
+          "name": "agent",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "model": {
+          "name": "model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider": {
+          "name": "provider",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "copilot_run_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'active'"
+        },
+        "request_context": {
+          "name": "request_context",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "started_at": {
+          "name": "started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "error": {
+          "name": "error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "copilot_runs_execution_id_idx": {
+          "name": "copilot_runs_execution_id_idx",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_parent_run_id_idx": {
+          "name": "copilot_runs_parent_run_id_idx",
+          "columns": [
+            {
+              "expression": "parent_run_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_chat_id_idx": {
+          "name": "copilot_runs_chat_id_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_user_id_idx": {
+          "name": "copilot_runs_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_workflow_id_idx": {
+          "name": "copilot_runs_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_workspace_id_idx": {
+          "name": "copilot_runs_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_status_idx": {
+          "name": "copilot_runs_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_chat_execution_idx": {
+          "name": "copilot_runs_chat_execution_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_execution_started_at_idx": {
+          "name": "copilot_runs_execution_started_at_idx",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_workspace_completed_at_id_idx": {
+          "name": "copilot_runs_workspace_completed_at_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "date_trunc('milliseconds', \"completed_at\")",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_stream_id_unique": {
+          "name": "copilot_runs_stream_id_unique",
+          "columns": [
+            {
+              "expression": "stream_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_runs_chat_id_copilot_chats_id_fk": {
+          "name": "copilot_runs_chat_id_copilot_chats_id_fk",
+          "tableFrom": "copilot_runs",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_runs_user_id_user_id_fk": {
+          "name": "copilot_runs_user_id_user_id_fk",
+          "tableFrom": "copilot_runs",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_runs_workflow_id_workflow_id_fk": {
+          "name": "copilot_runs_workflow_id_workflow_id_fk",
+          "tableFrom": "copilot_runs",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_runs_workspace_id_workspace_id_fk": {
+          "name": "copilot_runs_workspace_id_workspace_id_fk",
+          "tableFrom": "copilot_runs",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_workflow_read_hashes": {
+      "name": "copilot_workflow_read_hashes",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "hash": {
+          "name": "hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "copilot_workflow_read_hashes_chat_id_idx": {
+          "name": "copilot_workflow_read_hashes_chat_id_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_workflow_read_hashes_workflow_id_idx": {
+          "name": "copilot_workflow_read_hashes_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_workflow_read_hashes_chat_workflow_unique": {
+          "name": "copilot_workflow_read_hashes_chat_workflow_unique",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_workflow_read_hashes_chat_id_copilot_chats_id_fk": {
+          "name": "copilot_workflow_read_hashes_chat_id_copilot_chats_id_fk",
+          "tableFrom": "copilot_workflow_read_hashes",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_workflow_read_hashes_workflow_id_workflow_id_fk": {
+          "name": "copilot_workflow_read_hashes_workflow_id_workflow_id_fk",
+          "tableFrom": "copilot_workflow_read_hashes",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.credential": {
+      "name": "credential",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "credential_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "display_name": {
+          "name": "display_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "unredacted": {
+          "name": "unredacted",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "account_id": {
+          "name": "account_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "env_key": {
+          "name": "env_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "env_owner_user_id": {
+          "name": "env_owner_user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "encrypted_service_account_key": {
+          "name": "encrypted_service_account_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "authorization_app_id": {
+          "name": "authorization_app_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "credential_group_enrollment_id": {
+          "name": "credential_group_enrollment_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "credential_group_option_id": {
+          "name": "credential_group_option_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "managed_oauth_scope_version": {
+          "name": "managed_oauth_scope_version",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider_subject_id": {
+          "name": "provider_subject_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider_tenant_id": {
+          "name": "provider_tenant_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "managed_oauth_status": {
+          "name": "managed_oauth_status",
+          "type": "managed_oauth_credential_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "granted_scopes": {
+          "name": "granted_scopes",
+          "type": "text[]",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider_metadata": {
+          "name": "provider_metadata",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "encrypted_oauth_token_set": {
+          "name": "encrypted_oauth_token_set",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "granted_at": {
+          "name": "granted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "revoked_at": {
+          "name": "revoked_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "access_token_expires_at": {
+          "name": "access_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "refresh_token_expires_at": {
+          "name": "refresh_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_refreshed_at": {
+          "name": "last_refreshed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "credential_workspace_id_idx": {
+          "name": "credential_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_type_idx": {
+          "name": "credential_type_idx",
+          "columns": [
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_provider_id_idx": {
+          "name": "credential_provider_id_idx",
+          "columns": [
+            {
+              "expression": "provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_account_id_idx": {
+          "name": "credential_account_id_idx",
+          "columns": [
+            {
+              "expression": "account_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_env_owner_user_id_idx": {
+          "name": "credential_env_owner_user_id_idx",
+          "columns": [
+            {
+              "expression": "env_owner_user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_group_enrollment_idx": {
+          "name": "credential_group_enrollment_idx",
+          "columns": [
+            {
+              "expression": "credential_group_enrollment_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_group_option_unique": {
+          "name": "credential_group_option_unique",
+          "columns": [
+            {
+              "expression": "credential_group_enrollment_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "credential_group_option_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"credential\".\"type\" = 'managed_oauth'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_workspace_account_unique": {
+          "name": "credential_workspace_account_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "account_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "account_id IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_workspace_env_unique": {
+          "name": "credential_workspace_env_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "env_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "type = 'env_workspace'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_workspace_personal_env_unique": {
+          "name": "credential_workspace_personal_env_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "env_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "env_owner_user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "type = 'env_personal'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "credential_workspace_id_workspace_id_fk": {
+          "name": "credential_workspace_id_workspace_id_fk",
+          "tableFrom": "credential",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_account_id_account_id_fk": {
+          "name": "credential_account_id_account_id_fk",
+          "tableFrom": "credential",
+          "tableTo": "account",
+          "columnsFrom": ["account_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_env_owner_user_id_user_id_fk": {
+          "name": "credential_env_owner_user_id_user_id_fk",
+          "tableFrom": "credential",
+          "tableTo": "user",
+          "columnsFrom": ["env_owner_user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_credential_group_enrollment_id_credential_group_enrollment_id_fk": {
+          "name": "credential_credential_group_enrollment_id_credential_group_enrollment_id_fk",
+          "tableFrom": "credential",
+          "tableTo": "credential_group_enrollment",
+          "columnsFrom": ["credential_group_enrollment_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_created_by_user_id_fk": {
+          "name": "credential_created_by_user_id_fk",
+          "tableFrom": "credential",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "credential_oauth_source_check": {
+          "name": "credential_oauth_source_check",
+          "value": "(type <> 'oauth') OR (account_id IS NOT NULL AND provider_id IS NOT NULL)"
+        },
+        "credential_managed_oauth_source_check": {
+          "name": "credential_managed_oauth_source_check",
+          "value": "(type::text <> 'managed_oauth') OR (\n        account_id IS NULL\n        AND provider_id IS NOT NULL\n        AND authorization_app_id IS NOT NULL\n        AND provider_subject_id IS NOT NULL\n        AND managed_oauth_status IS NOT NULL\n        AND granted_scopes IS NOT NULL\n        AND cardinality(granted_scopes) > 0\n        AND encrypted_oauth_token_set IS NOT NULL\n        AND granted_at IS NOT NULL\n      )"
+        },
+        "credential_managed_oauth_group_binding_check": {
+          "name": "credential_managed_oauth_group_binding_check",
+          "value": "(type::text <> 'managed_oauth') OR (\n        credential_group_enrollment_id IS NOT NULL\n        AND credential_group_option_id IS NOT NULL\n        AND managed_oauth_scope_version IS NOT NULL\n        AND managed_oauth_scope_version > 0\n      )"
+        },
+        "credential_workspace_env_source_check": {
+          "name": "credential_workspace_env_source_check",
+          "value": "(type <> 'env_workspace') OR (env_key IS NOT NULL AND env_owner_user_id IS NULL)"
+        },
+        "credential_personal_env_source_check": {
+          "name": "credential_personal_env_source_check",
+          "value": "(type <> 'env_personal') OR (env_key IS NOT NULL AND env_owner_user_id IS NOT NULL)"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.credential_group": {
+      "name": "credential_group",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "public_id": {
+          "name": "public_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "options": {
+          "name": "options",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "encrypted_provider_configuration": {
+          "name": "encrypted_provider_configuration",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "credential_group_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'active'"
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "credential_group_public_id_unique": {
+          "name": "credential_group_public_id_unique",
+          "columns": [
+            {
+              "expression": "public_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_group_workspace_status_idx": {
+          "name": "credential_group_workspace_status_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_group_workspace_name_unique": {
+          "name": "credential_group_workspace_name_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "lower(\"name\")",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "credential_group_workspace_id_workspace_id_fk": {
+          "name": "credential_group_workspace_id_workspace_id_fk",
+          "tableFrom": "credential_group",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_group_created_by_user_id_fk": {
+          "name": "credential_group_created_by_user_id_fk",
+          "tableFrom": "credential_group",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.credential_group_enrollment": {
+      "name": "credential_group_enrollment",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "credential_group_id": {
+          "name": "credential_group_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "credential_group_enrollment_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'invited'"
+        },
+        "invitation_token_hash": {
+          "name": "invitation_token_hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "invitation_expires_at": {
+          "name": "invitation_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "invited_at": {
+          "name": "invited_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "sent_at": {
+          "name": "sent_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "revoked_at": {
+          "name": "revoked_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_delivery_error": {
+          "name": "last_delivery_error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "credential_group_enrollment_group_email_unique": {
+          "name": "credential_group_enrollment_group_email_unique",
+          "columns": [
+            {
+              "expression": "credential_group_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "email",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_group_enrollment_invitation_token_hash_unique": {
+          "name": "credential_group_enrollment_invitation_token_hash_unique",
+          "columns": [
+            {
+              "expression": "invitation_token_hash",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_group_enrollment_group_status_idx": {
+          "name": "credential_group_enrollment_group_status_idx",
+          "columns": [
+            {
+              "expression": "credential_group_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_group_enrollment_group_invited_at_id_idx": {
+          "name": "credential_group_enrollment_group_invited_at_id_idx",
+          "columns": [
+            {
+              "expression": "credential_group_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "invited_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "credential_group_enrollment_credential_group_id_credential_group_id_fk": {
+          "name": "credential_group_enrollment_credential_group_id_credential_group_id_fk",
+          "tableFrom": "credential_group_enrollment",
+          "tableTo": "credential_group",
+          "columnsFrom": ["credential_group_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_group_enrollment_created_by_user_id_fk": {
+          "name": "credential_group_enrollment_created_by_user_id_fk",
+          "tableFrom": "credential_group_enrollment",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "credential_group_enrollment_normalized_email_check": {
+          "name": "credential_group_enrollment_normalized_email_check",
+          "value": "\"credential_group_enrollment\".\"email\" = lower(btrim(\"credential_group_enrollment\".\"email\")) AND length(\"credential_group_enrollment\".\"email\") BETWEEN 3 AND 320"
+        },
+        "credential_group_enrollment_invitation_token_hash_length_check": {
+          "name": "credential_group_enrollment_invitation_token_hash_length_check",
+          "value": "length(\"credential_group_enrollment\".\"invitation_token_hash\") = 64"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.credential_member": {
+      "name": "credential_member",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "credential_id": {
+          "name": "credential_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
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+        "doc_boolean1_idx": {
+          "name": "doc_boolean1_idx",
+          "columns": [
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+              "expression": "boolean1",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "doc_boolean2_idx": {
+          "name": "doc_boolean2_idx",
+          "columns": [
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+              "expression": "boolean2",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
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+          "concurrently": false,
+          "method": "btree",
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+        },
+        "doc_boolean3_idx": {
+          "name": "doc_boolean3_idx",
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+              "expression": "boolean3",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
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+          "method": "btree",
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+        }
+      },
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+          "tableFrom": "document",
+          "tableTo": "knowledge_base",
+          "columnsFrom": ["knowledge_base_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "document_connector_id_knowledge_connector_id_fk": {
+          "name": "document_connector_id_knowledge_connector_id_fk",
+          "tableFrom": "document",
+          "tableTo": "knowledge_connector",
+          "columnsFrom": ["connector_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "document_uploaded_by_user_id_fk": {
+          "name": "document_uploaded_by_user_id_fk",
+          "tableFrom": "document",
+          "tableTo": "user",
+          "columnsFrom": ["uploaded_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
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+      "checkConstraints": {
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+          "value": "array_position(\"document\".\"acl\", NULL) IS NULL AND (cardinality(\"document\".\"acl\") = 0 OR array_to_string(\"document\".\"acl\", E'\\n') ~ '^((ws|pub|link|u:[^\\nA-Z]+@[^\\nA-Z]+|[gs]:[^\\n:]+:[^\\n:]+:[^\\n]+)(\\n(ws|pub|link|u:[^\\nA-Z]+@[^\\nA-Z]+|[gs]:[^\\n:]+:[^\\n:]+:[^\\n]+))*)$')"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.document_secret_provenance": {
+      "name": "document_secret_provenance",
+      "schema": "",
+      "columns": {
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+          "name": "document_id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
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+          "name": "source_hash",
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+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
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+          "notNull": true
+        },
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+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "document_secret_provenance_document_id_document_id_fk": {
+          "name": "document_secret_provenance_document_id_document_id_fk",
+          "tableFrom": "document_secret_provenance",
+          "tableTo": "document",
+          "columnsFrom": ["document_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "document_secret_provenance_status_check": {
+          "name": "document_secret_provenance_status_check",
+          "value": "\"document_secret_provenance\".\"status\" IN ('exact', 'unknown')"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.embedding": {
+      "name": "embedding",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "knowledge_base_id": {
+          "name": "knowledge_base_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "document_id": {
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+          "type": "integer",
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+        "chunk_hash": {
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+        },
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+          "name": "secret_provenance_version",
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+        },
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+          "type": "integer",
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+        },
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+          "type": "vector(1536)",
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+          "notNull": false
+        },
+        "embedding_model": {
+          "name": "embedding_model",
+          "type": "text",
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+          "notNull": true,
+          "default": "'text-embedding-3-small'"
+        },
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+        "end_offset": {
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+          "type": "integer",
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+        "tag1": {
+          "name": "tag1",
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+        },
+        "tag2": {
+          "name": "tag2",
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+        "tag3": {
+          "name": "tag3",
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+        "tag4": {
+          "name": "tag4",
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+          "notNull": false
+        },
+        "tag5": {
+          "name": "tag5",
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+          "name": "tag6",
+          "type": "text",
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+        },
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+          "name": "tag7",
+          "type": "text",
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+          "notNull": false
+        },
+        "number1": {
+          "name": "number1",
+          "type": "double precision",
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+          "notNull": false
+        },
+        "number2": {
+          "name": "number2",
+          "type": "double precision",
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+          "notNull": false
+        },
+        "number3": {
+          "name": "number3",
+          "type": "double precision",
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+          "notNull": false
+        },
+        "number4": {
+          "name": "number4",
+          "type": "double precision",
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+          "notNull": false
+        },
+        "number5": {
+          "name": "number5",
+          "type": "double precision",
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+        },
+        "date1": {
+          "name": "date1",
+          "type": "timestamp",
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+        },
+        "date2": {
+          "name": "date2",
+          "type": "timestamp",
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+        },
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+          "name": "boolean1",
+          "type": "boolean",
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+        },
+        "boolean2": {
+          "name": "boolean2",
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+        },
+        "boolean3": {
+          "name": "boolean3",
+          "type": "boolean",
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+          "notNull": false
+        },
+        "enabled": {
+          "name": "enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "content_tsv": {
+          "name": "content_tsv",
+          "type": "tsvector",
+          "primaryKey": false,
+          "notNull": false,
+          "generated": {
+            "as": "to_tsvector('english', \"embedding\".\"content\")",
+            "type": "stored"
+          }
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
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+          "notNull": true,
+          "default": "now()"
+        }
+      },
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+              "nulls": "last"
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+            {
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+              "nulls": "last"
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+          "method": "btree",
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+        "emb_kb_model_idx": {
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+              "asc": true,
+              "nulls": "last"
+            },
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+          ],
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+        },
+        "emb_kb_enabled_idx": {
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+          "columns": [
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+              "expression": "knowledge_base_id",
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+              "nulls": "last"
+            },
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+        "emb_doc_enabled_idx": {
+          "name": "emb_doc_enabled_idx",
+          "columns": [
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+              "expression": "document_id",
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+              "asc": true,
+              "nulls": "last"
+            },
+            {
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+              "nulls": "last"
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+        },
+        "embedding_vector_hnsw_idx": {
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+              "expression": "embedding",
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+              "asc": true,
+              "nulls": "last",
+              "opclass": "vector_cosine_ops"
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+        },
+        "emb_tag1_idx": {
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+              "nulls": "last"
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+          ],
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+              "asc": true,
+              "nulls": "last"
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+              "nulls": "last"
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+              "asc": true,
+              "nulls": "last"
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+          ],
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+        },
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+              "nulls": "last"
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+        },
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+              "asc": true,
+              "nulls": "last"
+            }
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+        }
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+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
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+          "tableFrom": "embedding",
+          "tableTo": "document",
+          "columnsFrom": ["document_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
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+      "checkConstraints": {
+        "embedding_not_null_check": {
+          "name": "embedding_not_null_check",
+          "value": "\"embedding\" IS NOT NULL"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.embedding_secret_provenance": {
+      "name": "embedding_secret_provenance",
+      "schema": "",
+      "columns": {
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+          "name": "embedding_id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "content_hash": {
+          "name": "content_hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "entries": {
+          "name": "entries",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
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+        "token": {
+          "name": "token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "invitation_email_idx": {
+          "name": "invitation_email_idx",
+          "columns": [
+            {
+              "expression": "email",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "invitation_organization_id_idx": {
+          "name": "invitation_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "invitation_status_idx": {
+          "name": "invitation_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "invitation_pending_email_org_unique": {
+          "name": "invitation_pending_email_org_unique",
+          "columns": [
+            {
+              "expression": "email",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"invitation\".\"status\" = 'pending' AND \"invitation\".\"organization_id\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "invitation_inviter_id_user_id_fk": {
+          "name": "invitation_inviter_id_user_id_fk",
+          "tableFrom": "invitation",
+          "tableTo": "user",
+          "columnsFrom": ["inviter_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "invitation_organization_id_organization_id_fk": {
+          "name": "invitation_organization_id_organization_id_fk",
+          "tableFrom": "invitation",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "invitation_token_unique": {
+          "name": "invitation_token_unique",
+          "nullsNotDistinct": false,
+          "columns": ["token"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.invitation_workspace_grant": {
+      "name": "invitation_workspace_grant",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "invitation_id": {
+          "name": "invitation_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "permission": {
+          "name": "permission",
+          "type": "permission_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "invitation_workspace_grant_unique": {
+          "name": "invitation_workspace_grant_unique",
+          "columns": [
+            {
+              "expression": "invitation_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "invitation_workspace_grant_workspace_id_idx": {
+          "name": "invitation_workspace_grant_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "invitation_workspace_grant_invitation_id_invitation_id_fk": {
+          "name": "invitation_workspace_grant_invitation_id_invitation_id_fk",
+          "tableFrom": "invitation_workspace_grant",
+          "tableTo": "invitation",
+          "columnsFrom": ["invitation_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "invitation_workspace_grant_workspace_id_workspace_id_fk": {
+          "name": "invitation_workspace_grant_workspace_id_workspace_id_fk",
+          "tableFrom": "invitation_workspace_grant",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.job_execution_logs": {
+      "name": "job_execution_logs",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "schedule_id": {
+          "name": "schedule_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "execution_id": {
+          "name": "execution_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "level": {
+          "name": "level",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'running'"
+        },
+        "trigger": {
+          "name": "trigger",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "started_at": {
+          "name": "started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "ended_at": {
+          "name": "ended_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "total_duration_ms": {
+          "name": "total_duration_ms",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "execution_data": {
+          "name": "execution_data",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "cost": {
+          "name": "cost",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "job_execution_logs_schedule_id_idx": {
+          "name": "job_execution_logs_schedule_id_idx",
+          "columns": [
+            {
+              "expression": "schedule_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "job_execution_logs_workspace_started_at_idx": {
+          "name": "job_execution_logs_workspace_started_at_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "job_execution_logs_workspace_ended_at_id_idx": {
+          "name": "job_execution_logs_workspace_ended_at_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "date_trunc('milliseconds', \"ended_at\")",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "job_execution_logs_execution_id_unique": {
+          "name": "job_execution_logs_execution_id_unique",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "job_execution_logs_trigger_idx": {
+          "name": "job_execution_logs_trigger_idx",
+          "columns": [
+            {
+              "expression": "trigger",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "job_execution_logs_schedule_id_workflow_schedule_id_fk": {
+          "name": "job_execution_logs_schedule_id_workflow_schedule_id_fk",
+          "tableFrom": "job_execution_logs",
+          "tableTo": "workflow_schedule",
+          "columnsFrom": ["schedule_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "job_execution_logs_workspace_id_workspace_id_fk": {
+          "name": "job_execution_logs_workspace_id_workspace_id_fk",
+          "tableFrom": "job_execution_logs",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.knowledge_base": {
+      "name": "knowledge_base",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "folder_id": {
+          "name": "folder_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "token_count": {
+          "name": "token_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "embedding_model": {
+          "name": "embedding_model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'text-embedding-3-small'"
+        },
+        "embedding_dimension": {
+          "name": "embedding_dimension",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 1536
+        },
+        "chunking_config": {
+          "name": "chunking_config",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{\"maxSize\": 1024, \"minSize\": 1, \"overlap\": 200}'"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "kb_user_id_idx": {
+          "name": "kb_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_workspace_id_idx": {
+          "name": "kb_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_user_workspace_idx": {
+          "name": "kb_user_workspace_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_folder_id_idx": {
+          "name": "kb_folder_id_idx",
+          "columns": [
+            {
+              "expression": "folder_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_deleted_at_idx": {
+          "name": "kb_deleted_at_idx",
+          "columns": [
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_workspace_deleted_partial_idx": {
+          "name": "kb_workspace_deleted_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"knowledge_base\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_workspace_name_active_unique": {
+          "name": "kb_workspace_name_active_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"knowledge_base\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "knowledge_base_user_id_user_id_fk": {
+          "name": "knowledge_base_user_id_user_id_fk",
+          "tableFrom": "knowledge_base",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "knowledge_base_workspace_id_workspace_id_fk": {
+          "name": "knowledge_base_workspace_id_workspace_id_fk",
+          "tableFrom": "knowledge_base",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "knowledge_base_folder_id_folder_id_fk": {
+          "name": "knowledge_base_folder_id_folder_id_fk",
+          "tableFrom": "knowledge_base",
+          "tableTo": "folder",
+          "columnsFrom": ["folder_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.knowledge_base_tag_definitions": {
+      "name": "knowledge_base_tag_definitions",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "knowledge_base_id": {
+          "name": "knowledge_base_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "tag_slot": {
+          "name": "tag_slot",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "display_name": {
+          "name": "display_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "field_type": {
+          "name": "field_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'text'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "kb_tag_definitions_kb_slot_idx": {
+          "name": "kb_tag_definitions_kb_slot_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "tag_slot",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_tag_definitions_kb_display_name_idx": {
+          "name": "kb_tag_definitions_kb_display_name_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "display_name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_tag_definitions_kb_id_idx": {
+          "name": "kb_tag_definitions_kb_id_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "knowledge_base_tag_definitions_knowledge_base_id_knowledge_base_id_fk": {
+          "name": "knowledge_base_tag_definitions_knowledge_base_id_knowledge_base_id_fk",
+          "tableFrom": "knowledge_base_tag_definitions",
+          "tableTo": "knowledge_base",
+          "columnsFrom": ["knowledge_base_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.knowledge_connector": {
+      "name": "knowledge_connector",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "knowledge_base_id": {
+          "name": "knowledge_base_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "connector_type": {
+          "name": "connector_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "credential_id": {
+          "name": "credential_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "encrypted_api_key": {
+          "name": "encrypted_api_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "source_config": {
+          "name": "source_config",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "sync_mode": {
+          "name": "sync_mode",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'full'"
+        },
+        "sync_interval_minutes": {
+          "name": "sync_interval_minutes",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 1440
+        },
+        "access_mode": {
+          "name": "access_mode",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'workspace'"
+        },
+        "credential_group_id": {
+          "name": "credential_group_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "credential_group_option_id": {
+          "name": "credential_group_option_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "member_sync_status": {
+          "name": "member_sync_status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'idle'"
+        },
+        "member_sync_lock_token": {
+          "name": "member_sync_lock_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "member_sync_lock_lease_at": {
+          "name": "member_sync_lock_lease_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "next_member_sync_at": {
+          "name": "next_member_sync_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_member_sync_at": {
+          "name": "last_member_sync_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_member_sync_error": {
+          "name": "last_member_sync_error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "member_sync_consecutive_failures": {
+          "name": "member_sync_consecutive_failures",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "access_rewrite_pending": {
+          "name": "access_rewrite_pending",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'active'"
+        },
+        "last_sync_at": {
+          "name": "last_sync_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_sync_error": {
+          "name": "last_sync_error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_sync_doc_count": {
+          "name": "last_sync_doc_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "next_sync_at": {
+          "name": "next_sync_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "consecutive_failures": {
+          "name": "consecutive_failures",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "sync_lock_token": {
+          "name": "sync_lock_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "sync_lock_lease_at": {
+          "name": "sync_lock_lease_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "kc_knowledge_base_id_idx": {
+          "name": "kc_knowledge_base_id_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kc_status_next_sync_idx": {
+          "name": "kc_status_next_sync_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "next_sync_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kc_archived_at_partial_idx": {
+          "name": "kc_archived_at_partial_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"knowledge_connector\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kc_deleted_at_partial_idx": {
+          "name": "kc_deleted_at_partial_idx",
+          "columns": [
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"knowledge_connector\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kc_member_sync_due_idx": {
+          "name": "kc_member_sync_due_idx",
+          "columns": [
+            {
+              "expression": "member_sync_status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "next_member_sync_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"knowledge_connector\".\"access_mode\" = 'members' AND \"knowledge_connector\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "knowledge_connector_knowledge_base_id_knowledge_base_id_fk": {
+          "name": "knowledge_connector_knowledge_base_id_knowledge_base_id_fk",
+          "tableFrom": "knowledge_connector",
+          "tableTo": "knowledge_base",
+          "columnsFrom": ["knowledge_base_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "knowledge_connector_credential_id_credential_id_fk": {
+          "name": "knowledge_connector_credential_id_credential_id_fk",
+          "tableFrom": "knowledge_connector",
+          "tableTo": "credential",
+          "columnsFrom": ["credential_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "knowledge_connector_credential_group_id_credential_group_id_fk": {
+          "name": "knowledge_connector_credential_group_id_credential_group_id_fk",
+          "tableFrom": "knowledge_connector",
+          "tableTo": "credential_group",
+          "columnsFrom": ["credential_group_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "kc_access_mode_check": {
+          "name": "kc_access_mode_check",
+          "value": "\"knowledge_connector\".\"access_mode\" IN ('workspace', 'members', 'admin')"
+        },
+        "kc_member_sync_status_check": {
+          "name": "kc_member_sync_status_check",
+          "value": "\"knowledge_connector\".\"member_sync_status\" IN ('idle', 'pending', 'running', 'error', 'disabled')"
+        },
+        "kc_sync_lock_exclusive_check": {
+          "name": "kc_sync_lock_exclusive_check",
+          "value": "NOT (\"knowledge_connector\".\"sync_lock_token\" IS NOT NULL AND \"knowledge_connector\".\"member_sync_lock_token\" IS NOT NULL)"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.knowledge_connector_member": {
+      "name": "knowledge_connector_member",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "connector_id": {
+          "name": "connector_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "credential_id": {
+          "name": "credential_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "subject_token": {
+          "name": "subject_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'active'"
+        },
+        "consecutive_failures": {
+          "name": "consecutive_failures",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "next_attempt_at": {
+          "name": "next_attempt_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_started_at": {
+          "name": "last_started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_complete_listing_at": {
+          "name": "last_complete_listing_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_listed_count": {
+          "name": "last_listed_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_error": {
+          "name": "last_error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "member_synced_through": {
+          "name": "member_synced_through",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "change_cursor": {
+          "name": "change_cursor",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "change_cursor_at": {
+          "name": "change_cursor_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "suspended_at": {
+          "name": "suspended_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "kcm_connector_credential_unique": {
+          "name": "kcm_connector_credential_unique",
+          "columns": [
+            {
+              "expression": "connector_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "credential_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kcm_connector_queue_idx": {
+          "name": "kcm_connector_queue_idx",
+          "columns": [
+            {
+              "expression": "connector_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "next_attempt_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "first"
+            },
+            {
+              "expression": "last_started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "first"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kcm_credential_idx": {
+          "name": "kcm_credential_idx",
+          "columns": [
+            {
+              "expression": "credential_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "knowledge_connector_member_workspace_id_workspace_id_fk": {
+          "name": "knowledge_connector_member_workspace_id_workspace_id_fk",
+          "tableFrom": "knowledge_connector_member",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "knowledge_connector_member_connector_id_knowledge_connector_id_fk": {
+          "name": "knowledge_connector_member_connector_id_knowledge_connector_id_fk",
+          "tableFrom": "knowledge_connector_member",
+          "tableTo": "knowledge_connector",
+          "columnsFrom": ["connector_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "knowledge_connector_member_credential_id_credential_id_fk": {
+          "name": "knowledge_connector_member_credential_id_credential_id_fk",
+          "tableFrom": "knowledge_connector_member",
+          "tableTo": "credential",
+          "columnsFrom": ["credential_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "kcm_status_check": {
+          "name": "kcm_status_check",
+          "value": "\"knowledge_connector_member\".\"status\" IN ('active', 'suspended', 'disabled')"
+        },
+        "kcm_subject_token_shape_check": {
+          "name": "kcm_subject_token_shape_check",
+          "value": "\"knowledge_connector_member\".\"subject_token\" ~ '^s:[^:]+:[^:]+:.+$'"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.knowledge_connector_member_sync_log": {
+      "name": "knowledge_connector_member_sync_log",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "connector_id": {
+          "name": "connector_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "started_at": {
+          "name": "started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "members_claimed": {
+          "name": "members_claimed",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "members_completed": {
+          "name": "members_completed",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "members_incomplete": {
+          "name": "members_incomplete",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "members_failed": {
+          "name": "members_failed",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_listed": {
+          "name": "docs_listed",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_added": {
+          "name": "docs_added",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_updated": {
+          "name": "docs_updated",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_unchanged": {
+          "name": "docs_unchanged",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_hydrated_once": {
+          "name": "docs_hydrated_once",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "observations_added": {
+          "name": "observations_added",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "observations_removed": {
+          "name": "observations_removed",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_tombstoned": {
+          "name": "docs_tombstoned",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_resurrected": {
+          "name": "docs_resurrected",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_purged": {
+          "name": "docs_purged",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "credentials_audited": {
+          "name": "credentials_audited",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "error_message": {
+          "name": "error_message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "kcmsl_connector_started_at_idx": {
+          "name": "kcmsl_connector_started_at_idx",
+          "columns": [
+            {
+              "expression": "connector_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "\"started_at\" DESC",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kcmsl_started_at_partial_idx": {
+          "name": "kcmsl_started_at_partial_idx",
+          "columns": [
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"knowledge_connector_member_sync_log\".\"status\" = 'started'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "knowledge_connector_member_sync_log_connector_id_knowledge_connector_id_fk": {
+          "name": "knowledge_connector_member_sync_log_connector_id_knowledge_connector_id_fk",
+          "tableFrom": "knowledge_connector_member_sync_log",
+          "tableTo": "knowledge_connector",
+          "columnsFrom": ["connector_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "kcmsl_status_check": {
+          "name": "kcmsl_status_check",
+          "value": "\"knowledge_connector_member_sync_log\".\"status\" IN ('started', 'completed', 'failed')"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.knowledge_connector_sync_log": {
+      "name": "knowledge_connector_sync_log",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "connector_id": {
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+        },
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+          "notNull": true
+        },
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+          "name": "started_at",
+          "type": "timestamp",
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+          "notNull": true,
+          "default": "now()"
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+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
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+        },
+        "docs_added": {
+          "name": "docs_added",
+          "type": "integer",
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+          "default": 0
+        },
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+          "type": "integer",
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+          "default": 0
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+          "name": "docs_deleted",
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+          "default": 0
+        },
+        "docs_unchanged": {
+          "name": "docs_unchanged",
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+          "notNull": true,
+          "default": 0
+        },
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+          "default": 0
+        },
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+          "name": "error_message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
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+          "name": "kcsl_connector_started_at_idx",
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+              "expression": "connector_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+              "expression": "\"started_at\" DESC",
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+              "isExpression": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+        },
+        "kcsl_started_at_partial_idx": {
+          "name": "kcsl_started_at_partial_idx",
+          "columns": [
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+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          "isUnique": false,
+          "where": "\"knowledge_connector_sync_log\".\"status\" = 'started'",
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+          "method": "btree",
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+        }
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+          "tableTo": "knowledge_connector",
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+          "columnsTo": ["id"],
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+          "onUpdate": "no action"
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+      },
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+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.knowledge_document_observation": {
+      "name": "knowledge_document_observation",
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+          "name": "document_id",
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+          "primaryKey": false,
+          "notNull": true
+        },
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+          "type": "text",
+          "primaryKey": false,
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+        },
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+          "name": "last_seen_at",
+          "type": "timestamp",
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+          "notNull": true,
+          "default": "now()"
+        },
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+          "name": "run_id",
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+        }
+      },
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+          "method": "btree",
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+        }
+      },
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+          "tableTo": "document",
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+          "columnsTo": ["id"],
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+        }
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+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.mcp_server_oauth": {
+      "name": "mcp_server_oauth",
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+          "name": "id",
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+          "primaryKey": true,
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+        },
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+          "primaryKey": false,
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+        },
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+        },
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+        },
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+        },
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+          "name": "tokens",
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+          "notNull": false
+        },
+        "code_verifier": {
+          "name": "code_verifier",
+          "type": "text",
+          "primaryKey": false,
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+        },
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+          "type": "text",
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+        },
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+          "name": "state_created_at",
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+        },
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+        },
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+          "default": "now()"
+        },
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+          "notNull": true,
+          "default": "now()"
+        }
+      },
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+          "tableTo": "user",
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+          "columnsTo": ["id"],
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+        },
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+      },
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+    },
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+        },
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+        },
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+        },
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+        },
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+        },
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+        },
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+          "default": "'headers'"
+        },
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+        },
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+        },
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+        },
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+        },
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+        },
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+        },
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+        },
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+          "default": "'disconnected'"
+        },
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+        },
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+        },
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+          "default": 0
+        },
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+        },
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+        },
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+        },
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+        },
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+          "default": "now()"
+        },
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+          "default": "now()"
+        }
+      },
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+            },
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+            }
+          ],
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+        },
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+          ],
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+        }
+      },
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+      },
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+    },
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+          "primaryKey": true,
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+        },
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+        },
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+        },
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+        },
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+          "default": "now()"
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+        },
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+        },
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+        },
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+        },
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+        },
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+          "default": "now()"
+        },
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+        }
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+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"memory\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "memory_workspace_id_workspace_id_fk": {
+          "name": "memory_workspace_id_workspace_id_fk",
+          "tableFrom": "memory",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.memory_secret_provenance": {
+      "name": "memory_secret_provenance",
+      "schema": "",
+      "columns": {
+        "memory_id": {
+          "name": "memory_id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "content_hash": {
+          "name": "content_hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "entries": {
+          "name": "entries",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
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+        "memory_secret_provenance_memory_id_memory_id_fk": {
+          "name": "memory_secret_provenance_memory_id_memory_id_fk",
+          "tableFrom": "memory_secret_provenance",
+          "tableTo": "memory",
+          "columnsFrom": ["memory_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "memory_secret_provenance_status_check": {
+          "name": "memory_secret_provenance_status_check",
+          "value": "\"memory_secret_provenance\".\"status\" IN ('exact', 'unknown')"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.mothership_inbox_allowed_sender": {
+      "name": "mothership_inbox_allowed_sender",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "label": {
+          "name": "label",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "added_by": {
+          "name": "added_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "inbox_sender_ws_email_idx": {
+          "name": "inbox_sender_ws_email_idx",
+          "columns": [
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+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "email",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
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+        "mothership_inbox_allowed_sender_workspace_id_workspace_id_fk": {
+          "name": "mothership_inbox_allowed_sender_workspace_id_workspace_id_fk",
+          "tableFrom": "mothership_inbox_allowed_sender",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "mothership_inbox_allowed_sender_added_by_user_id_fk": {
+          "name": "mothership_inbox_allowed_sender_added_by_user_id_fk",
+          "tableFrom": "mothership_inbox_allowed_sender",
+          "tableTo": "user",
+          "columnsFrom": ["added_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.mothership_inbox_task": {
+      "name": "mothership_inbox_task",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "from_email": {
+          "name": "from_email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "from_name": {
+          "name": "from_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "subject": {
+          "name": "subject",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "body_preview": {
+          "name": "body_preview",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "body_text": {
+          "name": "body_text",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "body_html": {
+          "name": "body_html",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "email_message_id": {
+          "name": "email_message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "in_reply_to": {
+          "name": "in_reply_to",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "response_message_id": {
+          "name": "response_message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "agentmail_message_id": {
+          "name": "agentmail_message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'received'"
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "trigger_job_id": {
+          "name": "trigger_job_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "result_summary": {
+          "name": "result_summary",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "error_message": {
+          "name": "error_message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "rejection_reason": {
+          "name": "rejection_reason",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "has_attachments": {
+          "name": "has_attachments",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "cc_recipients": {
+          "name": "cc_recipients",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "processing_started_at": {
+          "name": "processing_started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "inbox_task_ws_created_at_idx": {
+          "name": "inbox_task_ws_created_at_idx",
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+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "inbox_task_ws_status_idx": {
+          "name": "inbox_task_ws_status_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "inbox_task_response_msg_id_idx": {
+          "name": "inbox_task_response_msg_id_idx",
+          "columns": [
+            {
+              "expression": "response_message_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "inbox_task_email_msg_id_idx": {
+          "name": "inbox_task_email_msg_id_idx",
+          "columns": [
+            {
+              "expression": "email_message_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "mothership_inbox_task_workspace_id_workspace_id_fk": {
+          "name": "mothership_inbox_task_workspace_id_workspace_id_fk",
+          "tableFrom": "mothership_inbox_task",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "mothership_inbox_task_chat_id_copilot_chats_id_fk": {
+          "name": "mothership_inbox_task_chat_id_copilot_chats_id_fk",
+          "tableFrom": "mothership_inbox_task",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.mothership_inbox_webhook": {
+      "name": "mothership_inbox_webhook",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "webhook_id": {
+          "name": "webhook_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "secret": {
+          "name": "secret",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "mothership_inbox_webhook_workspace_id_workspace_id_fk": {
+          "name": "mothership_inbox_webhook_workspace_id_workspace_id_fk",
+          "tableFrom": "mothership_inbox_webhook",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "mothership_inbox_webhook_workspace_id_unique": {
+          "name": "mothership_inbox_webhook_workspace_id_unique",
+          "nullsNotDistinct": false,
+          "columns": ["workspace_id"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.mothership_settings": {
+      "name": "mothership_settings",
+      "schema": "",
+      "columns": {
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "mcp_tool_refs": {
+          "name": "mcp_tool_refs",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "custom_tool_refs": {
+          "name": "custom_tool_refs",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "skill_refs": {
+          "name": "skill_refs",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "mothership_settings_workspace_id_workspace_id_fk": {
+          "name": "mothership_settings_workspace_id_workspace_id_fk",
+          "tableFrom": "mothership_settings",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.organization": {
+      "name": "organization",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "slug": {
+          "name": "slug",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "logo": {
+          "name": "logo",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "session_policy_settings": {
+          "name": "session_policy_settings",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "security_policy_version": {
+          "name": "security_policy_version",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 1
+        },
+        "whitelabel_settings": {
+          "name": "whitelabel_settings",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "data_retention_settings": {
+          "name": "data_retention_settings",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "org_usage_limit": {
+          "name": "org_usage_limit",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "storage_used_bytes": {
+          "name": "storage_used_bytes",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "limit_notifications": {
+          "name": "limit_notifications",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'::jsonb"
+        },
+        "departed_member_usage": {
+          "name": "departed_member_usage",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "credit_balance": {
+          "name": "credit_balance",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.organization_byok_keys": {
+      "name": "organization_byok_keys",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "encrypted_api_key": {
+          "name": "encrypted_api_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "organization_byok_organization_provider_idx": {
+          "name": "organization_byok_organization_provider_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "organization_byok_keys_organization_id_organization_id_fk": {
+          "name": "organization_byok_keys_organization_id_organization_id_fk",
+          "tableFrom": "organization_byok_keys",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "organization_byok_keys_created_by_user_id_fk": {
+          "name": "organization_byok_keys_created_by_user_id_fk",
+          "tableFrom": "organization_byok_keys",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.organization_member_usage_limit": {
+      "name": "organization_member_usage_limit",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "usage_limit": {
+          "name": "usage_limit",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "set_by": {
+          "name": "set_by",
+          "type": "text",
+          "primaryKey": false,
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+        },
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+      "name": "permission_group_member",
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+          "name": "id",
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+          "default": "now()"
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+          "columnsTo": ["id"],
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+        "permission_group_member_organization_id_organization_id_fk": {
+          "name": "permission_group_member_organization_id_organization_id_fk",
+          "tableFrom": "permission_group_member",
+          "tableTo": "organization",
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+          "columnsTo": ["id"],
+          "onDelete": "cascade",
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+        "permission_group_member_user_id_user_id_fk": {
+          "name": "permission_group_member_user_id_user_id_fk",
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+          "tableTo": "user",
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+          "columnsTo": ["id"],
+          "onDelete": "cascade",
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+        "permission_group_member_assigned_by_user_id_fk": {
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+          "name": "organization_id",
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+          "name": "created_at",
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+          "default": "now()"
+        }
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+        },
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+          "tableTo": "organization",
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+        },
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+          "notNull": false
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "content": {
+          "name": "content",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "skill_workspace_name_unique": {
+          "name": "skill_workspace_name_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "skill_workspace_id_workspace_id_fk": {
+          "name": "skill_workspace_id_workspace_id_fk",
+          "tableFrom": "skill",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "skill_user_id_user_id_fk": {
+          "name": "skill_user_id_user_id_fk",
+          "tableFrom": "skill",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.skill_member": {
+      "name": "skill_member",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "skill_id": {
+          "name": "skill_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "invited_by": {
+          "name": "invited_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "skill_member_user_id_idx": {
+          "name": "skill_member_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "skill_member_unique": {
+          "name": "skill_member_unique",
+          "columns": [
+            {
+              "expression": "skill_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "skill_member_skill_id_skill_id_fk": {
+          "name": "skill_member_skill_id_skill_id_fk",
+          "tableFrom": "skill_member",
+          "tableTo": "skill",
+          "columnsFrom": ["skill_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "skill_member_user_id_user_id_fk": {
+          "name": "skill_member_user_id_user_id_fk",
+          "tableFrom": "skill_member",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "skill_member_invited_by_user_id_fk": {
+          "name": "skill_member_invited_by_user_id_fk",
+          "tableFrom": "skill_member",
+          "tableTo": "user",
+          "columnsFrom": ["invited_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.sso_domain": {
+      "name": "sso_domain",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "domain": {
+          "name": "domain",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "verification_token": {
+          "name": "verification_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "verified_at": {
+          "name": "verified_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "sso_domain_organization_id_idx": {
+          "name": "sso_domain_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "sso_domain_domain_idx": {
+          "name": "sso_domain_domain_idx",
+          "columns": [
+            {
+              "expression": "domain",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "sso_domain_org_domain_unique": {
+          "name": "sso_domain_org_domain_unique",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "domain",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "sso_domain_verified_unique": {
+          "name": "sso_domain_verified_unique",
+          "columns": [
+            {
+              "expression": "domain",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "status = 'verified'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "sso_domain_organization_id_organization_id_fk": {
+          "name": "sso_domain_organization_id_organization_id_fk",
+          "tableFrom": "sso_domain",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "sso_domain_created_by_user_id_fk": {
+          "name": "sso_domain_created_by_user_id_fk",
+          "tableFrom": "sso_domain",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.sso_provider": {
+      "name": "sso_provider",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "issuer": {
+          "name": "issuer",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "domain": {
+          "name": "domain",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "oidc_config": {
+          "name": "oidc_config",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "saml_config": {
+          "name": "saml_config",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "domain_verified": {
+          "name": "domain_verified",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "jit_provisioning_enabled": {
+          "name": "jit_provisioning_enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        }
+      },
+      "indexes": {
+        "sso_provider_provider_id_unique": {
+          "name": "sso_provider_provider_id_unique",
+          "columns": [
+            {
+              "expression": "provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "sso_provider_domain_idx": {
+          "name": "sso_provider_domain_idx",
+          "columns": [
+            {
+              "expression": "domain",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "sso_provider_user_id_idx": {
+          "name": "sso_provider_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "sso_provider_organization_id_idx": {
+          "name": "sso_provider_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "sso_provider_user_id_user_id_fk": {
+          "name": "sso_provider_user_id_user_id_fk",
+          "tableFrom": "sso_provider",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "sso_provider_organization_id_organization_id_fk": {
+          "name": "sso_provider_organization_id_organization_id_fk",
+          "tableFrom": "sso_provider",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.subscription": {
+      "name": "subscription",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "plan": {
+          "name": "plan",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "reference_id": {
+          "name": "reference_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "stripe_customer_id": {
+          "name": "stripe_customer_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "stripe_subscription_id": {
+          "name": "stripe_subscription_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "period_start": {
+          "name": "period_start",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "period_end": {
+          "name": "period_end",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "cancel_at_period_end": {
+          "name": "cancel_at_period_end",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "cancel_at": {
+          "name": "cancel_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "canceled_at": {
+          "name": "canceled_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "ended_at": {
+          "name": "ended_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "seats": {
+          "name": "seats",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "trial_start": {
+          "name": "trial_start",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "trial_end": {
+          "name": "trial_end",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "billing_interval": {
+          "name": "billing_interval",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "stripe_schedule_id": {
+          "name": "stripe_schedule_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_closed_period_start": {
+          "name": "last_closed_period_start",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "subscription_reference_status_idx": {
+          "name": "subscription_reference_status_idx",
+          "columns": [
+            {
+              "expression": "reference_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "subscription_cycle_close_lagging_idx": {
+          "name": "subscription_cycle_close_lagging_idx",
+          "columns": [
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"subscription\".\"status\" in ('active', 'past_due') and \"subscription\".\"period_start\" is not null and (\"subscription\".\"last_closed_period_start\" is null or \"subscription\".\"last_closed_period_start\" < \"subscription\".\"period_start\")",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "check_enterprise_metadata": {
+          "name": "check_enterprise_metadata",
+          "value": "plan != 'enterprise' OR metadata IS NOT NULL"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.table_jobs": {
+      "name": "table_jobs",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "table_id": {
+          "name": "table_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'running'"
+        },
+        "payload": {
+          "name": "payload",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "rows_processed": {
+          "name": "rows_processed",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "error": {
+          "name": "error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "started_at": {
+          "name": "started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "table_jobs_one_active_per_table": {
+          "name": "table_jobs_one_active_per_table",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"table_jobs\".\"status\" = 'running' AND \"table_jobs\".\"type\" <> 'export'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "table_jobs_watchdog_idx": {
+          "name": "table_jobs_watchdog_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "updated_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "table_jobs_table_started_idx": {
+          "name": "table_jobs_table_started_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "table_jobs_table_id_user_table_definitions_id_fk": {
+          "name": "table_jobs_table_id_user_table_definitions_id_fk",
+          "tableFrom": "table_jobs",
+          "tableTo": "user_table_definitions",
+          "columnsFrom": ["table_id"],
+          "columnsTo": ["id"],
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+          "tableTo": "workspace",
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+          "default": "now()"
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+        "upload_session_token_hash_unique": {
+          "name": "upload_session_token_hash_unique",
+          "columns": [
+            {
+              "expression": "token_hash",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "upload_session_final_key_unique": {
+          "name": "upload_session_final_key_unique",
+          "columns": [
+            {
+              "expression": "final_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "upload_session_status_expires_at_idx": {
+          "name": "upload_session_status_expires_at_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "expires_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.usage_log": {
+      "name": "usage_log",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "category": {
+          "name": "category",
+          "type": "usage_log_category",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "source": {
+          "name": "source",
+          "type": "usage_log_source",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "cost": {
+          "name": "cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "event_key": {
+          "name": "event_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "billing_entity_type": {
+          "name": "billing_entity_type",
+          "type": "billing_entity_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "billing_entity_id": {
+          "name": "billing_entity_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "billing_period_start": {
+          "name": "billing_period_start",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "billing_period_end": {
+          "name": "billing_period_end",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "execution_id": {
+          "name": "execution_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "usage_log_user_created_at_idx": {
+          "name": "usage_log_user_created_at_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_source_idx": {
+          "name": "usage_log_source_idx",
+          "columns": [
+            {
+              "expression": "source",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_workspace_id_idx": {
+          "name": "usage_log_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_workflow_id_idx": {
+          "name": "usage_log_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_event_key_unique": {
+          "name": "usage_log_event_key_unique",
+          "columns": [
+            {
+              "expression": "event_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"usage_log\".\"event_key\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_billing_entity_period_idx": {
+          "name": "usage_log_billing_entity_period_idx",
+          "columns": [
+            {
+              "expression": "billing_entity_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "billing_entity_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "billing_period_start",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "billing_period_end",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"usage_log\".\"billing_entity_type\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_billing_period_cost_idx": {
+          "name": "usage_log_billing_period_cost_idx",
+          "columns": [
+            {
+              "expression": "billing_entity_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "billing_entity_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "billing_period_start",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "billing_period_end",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "source",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "cost",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"usage_log\".\"billing_entity_type\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_billing_entity_created_at_cost_idx": {
+          "name": "usage_log_billing_entity_created_at_cost_idx",
+          "columns": [
+            {
+              "expression": "billing_entity_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "billing_entity_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "source",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "cost",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"usage_log\".\"billing_entity_type\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_workspace_created_at_idx": {
+          "name": "usage_log_workspace_created_at_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_execution_id_idx": {
+          "name": "usage_log_execution_id_idx",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "usage_log_user_id_user_id_fk": {
+          "name": "usage_log_user_id_user_id_fk",
+          "tableFrom": "usage_log",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "usage_log_workspace_id_workspace_id_fk": {
+          "name": "usage_log_workspace_id_workspace_id_fk",
+          "tableFrom": "usage_log",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "usage_log_workflow_id_workflow_id_fk": {
+          "name": "usage_log_workflow_id_workflow_id_fk",
+          "tableFrom": "usage_log",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "usage_log_billing_scope_all_or_none": {
+          "name": "usage_log_billing_scope_all_or_none",
+          "value": "(\n        (\"usage_log\".\"billing_entity_type\" IS NULL AND \"usage_log\".\"billing_entity_id\" IS NULL AND \"usage_log\".\"billing_period_start\" IS NULL AND \"usage_log\".\"billing_period_end\" IS NULL)\n        OR\n        (\"usage_log\".\"billing_entity_type\" IS NOT NULL AND \"usage_log\".\"billing_entity_id\" IS NOT NULL AND \"usage_log\".\"billing_period_start\" IS NOT NULL AND \"usage_log\".\"billing_period_end\" IS NOT NULL AND \"usage_log\".\"billing_period_start\" < \"usage_log\".\"billing_period_end\")\n      )"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.user": {
+      "name": "user",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "normalized_email": {
+          "name": "normalized_email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "email_verified": {
+          "name": "email_verified",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "image": {
+          "name": "image",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "stripe_customer_id": {
+          "name": "stripe_customer_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "role": {
+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'user'"
+        },
+        "banned": {
+          "name": "banned",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": false,
+          "default": false
+        },
+        "ban_reason": {
+          "name": "ban_reason",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "ban_expires": {
+          "name": "ban_expires",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "user_email_unique": {
+          "name": "user_email_unique",
+          "nullsNotDistinct": false,
+          "columns": ["email"]
+        },
+        "user_normalized_email_unique": {
+          "name": "user_normalized_email_unique",
+          "nullsNotDistinct": false,
+          "columns": ["normalized_email"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.user_stats": {
+      "name": "user_stats",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "total_manual_executions": {
+          "name": "total_manual_executions",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_api_calls": {
+          "name": "total_api_calls",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_webhook_triggers": {
+          "name": "total_webhook_triggers",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_scheduled_executions": {
+          "name": "total_scheduled_executions",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_chat_executions": {
+          "name": "total_chat_executions",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_mcp_executions": {
+          "name": "total_mcp_executions",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_tokens_used": {
+          "name": "total_tokens_used",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_cost": {
+          "name": "total_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "current_usage_limit": {
+          "name": "current_usage_limit",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'5'"
+        },
+        "usage_limit_updated_at": {
+          "name": "usage_limit_updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "now()"
+        },
+        "current_period_cost": {
+          "name": "current_period_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "last_period_cost": {
+          "name": "last_period_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'0'"
+        },
+        "billed_overage_this_period": {
+          "name": "billed_overage_this_period",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "pro_period_cost_snapshot": {
+          "name": "pro_period_cost_snapshot",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'0'"
+        },
+        "pro_period_cost_snapshot_at": {
+          "name": "pro_period_cost_snapshot_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "credit_balance": {
+          "name": "credit_balance",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "total_copilot_cost": {
+          "name": "total_copilot_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "current_period_copilot_cost": {
+          "name": "current_period_copilot_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "last_period_copilot_cost": {
+          "name": "last_period_copilot_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'0'"
+        },
+        "total_copilot_tokens": {
+          "name": "total_copilot_tokens",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_copilot_calls": {
+          "name": "total_copilot_calls",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_mcp_copilot_calls": {
+          "name": "total_mcp_copilot_calls",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_mcp_copilot_cost": {
+          "name": "total_mcp_copilot_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "current_period_mcp_copilot_cost": {
+          "name": "current_period_mcp_copilot_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "storage_used_bytes": {
+          "name": "storage_used_bytes",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "last_active": {
+          "name": "last_active",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "billing_blocked": {
+          "name": "billing_blocked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "billing_blocked_reason": {
+          "name": "billing_blocked_reason",
+          "type": "billing_blocked_reason",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "limit_notifications": {
+          "name": "limit_notifications",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'::jsonb"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "user_stats_user_id_user_id_fk": {
+          "name": "user_stats_user_id_user_id_fk",
+          "tableFrom": "user_stats",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "user_stats_user_id_unique": {
+          "name": "user_stats_user_id_unique",
+          "nullsNotDistinct": false,
+          "columns": ["user_id"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.user_table_definitions": {
+      "name": "user_table_definitions",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "folder_id": {
+          "name": "folder_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "schema": {
+          "name": "schema",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "max_rows": {
+          "name": "max_rows",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 10000
+        },
+        "row_count": {
+          "name": "row_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "rows_version": {
+          "name": "rows_version",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "schema_locked": {
+          "name": "schema_locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "insert_locked": {
+          "name": "insert_locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "update_locked": {
+          "name": "update_locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "delete_locked": {
+          "name": "delete_locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
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+          "name": "user_table_def_workspace_id_idx",
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+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_def_folder_id_idx": {
+          "name": "user_table_def_folder_id_idx",
+          "columns": [
+            {
+              "expression": "folder_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_def_workspace_name_unique": {
+          "name": "user_table_def_workspace_name_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"user_table_definitions\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_def_archived_at_idx": {
+          "name": "user_table_def_archived_at_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_def_workspace_archived_partial_idx": {
+          "name": "user_table_def_workspace_archived_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"user_table_definitions\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
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+          "tableFrom": "user_table_definitions",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "user_table_definitions_folder_id_folder_id_fk": {
+          "name": "user_table_definitions_folder_id_folder_id_fk",
+          "tableFrom": "user_table_definitions",
+          "tableTo": "folder",
+          "columnsFrom": ["folder_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "user_table_definitions_created_by_user_id_fk": {
+          "name": "user_table_definitions_created_by_user_id_fk",
+          "tableFrom": "user_table_definitions",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.user_table_row_secret_provenance": {
+      "name": "user_table_row_secret_provenance",
+      "schema": "",
+      "columns": {
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+          "name": "row_id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "content_updated_at": {
+          "name": "content_updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "entries": {
+          "name": "entries",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "user_table_row_secret_provenance_row_id_user_table_rows_id_fk": {
+          "name": "user_table_row_secret_provenance_row_id_user_table_rows_id_fk",
+          "tableFrom": "user_table_row_secret_provenance",
+          "tableTo": "user_table_rows",
+          "columnsFrom": ["row_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "user_table_row_secret_provenance_status_check": {
+          "name": "user_table_row_secret_provenance_status_check",
+          "value": "\"user_table_row_secret_provenance\".\"status\" IN ('exact', 'unknown')"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.user_table_rows": {
+      "name": "user_table_rows",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "table_id": {
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+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
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+          "notNull": true
+        },
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+          "name": "data",
+          "type": "jsonb",
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+          "notNull": true
+        },
+        "position": {
+          "name": "position",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "order_key": {
+          "name": "order_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "secret_provenance_version": {
+          "name": "secret_provenance_version",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
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+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "created_by": {
+          "name": "created_by",
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+          "primaryKey": false,
+          "notNull": false
+        }
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+          "name": "user_table_rows_tenant_data_gin_idx",
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+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "\"data\" jsonb_path_ops",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "gin",
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+        },
+        "user_table_rows_workspace_table_idx": {
+          "name": "user_table_rows_workspace_table_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
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+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_rows_table_position_idx": {
+          "name": "user_table_rows_table_position_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "position",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_rows_table_order_key_idx": {
+          "name": "user_table_rows_table_order_key_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "order_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
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+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_rows_table_created_id_idx": {
+          "name": "user_table_rows_table_created_id_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
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+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
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+        },
+        "user_table_rows_table_id_id_idx": {
+          "name": "user_table_rows_table_id_id_idx",
+          "columns": [
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+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
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+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
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+          "name": "user_table_rows_table_id_user_table_definitions_id_fk",
+          "tableFrom": "user_table_rows",
+          "tableTo": "user_table_definitions",
+          "columnsFrom": ["table_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "user_table_rows_workspace_id_workspace_id_fk": {
+          "name": "user_table_rows_workspace_id_workspace_id_fk",
+          "tableFrom": "user_table_rows",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "user_table_rows_created_by_user_id_fk": {
+          "name": "user_table_rows_created_by_user_id_fk",
+          "tableFrom": "user_table_rows",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.verification": {
+      "name": "verification",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
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+          "name": "identifier",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "value": {
+          "name": "value",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
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+        "verification_identifier_idx": {
+          "name": "verification_identifier_idx",
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+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
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+        },
+        "verification_expires_at_idx": {
+          "name": "verification_expires_at_idx",
+          "columns": [
+            {
+              "expression": "expires_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
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+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.waitlist": {
+      "name": "waitlist",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "waitlist_email_unique": {
+          "name": "waitlist_email_unique",
+          "nullsNotDistinct": false,
+          "columns": ["email"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.webhook": {
+      "name": "webhook",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "deployment_version_id": {
+          "name": "deployment_version_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "registration_status": {
+          "name": "registration_status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "registration_generation": {
+          "name": "registration_generation",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "config_fingerprint": {
+          "name": "config_fingerprint",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "prepared_at": {
+          "name": "prepared_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "block_id": {
+          "name": "block_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "path": {
+          "name": "path",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "routing_key": {
+          "name": "routing_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider": {
+          "name": "provider",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider_config": {
+          "name": "provider_config",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "is_active": {
+          "name": "is_active",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "failed_count": {
+          "name": "failed_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false,
+          "default": 0
+        },
+        "last_failed_at": {
+          "name": "last_failed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "path_deployment_unique": {
+          "name": "path_deployment_unique",
+          "columns": [
+            {
+              "expression": "path",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deployment_version_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"webhook\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_workflow_deployment_idx": {
+          "name": "webhook_workflow_deployment_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deployment_version_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_routing_key_active_idx": {
+          "name": "webhook_routing_key_active_idx",
+          "columns": [
+            {
+              "expression": "routing_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "provider",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"webhook\".\"archived_at\" IS NULL AND \"webhook\".\"routing_key\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_archived_at_partial_idx": {
+          "name": "webhook_archived_at_partial_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"webhook\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "idx_webhook_on_provider_is_active_workflow_id_deploym_bdeed5468": {
+          "name": "idx_webhook_on_provider_is_active_workflow_id_deploym_bdeed5468",
+          "columns": [
+            {
+              "expression": "provider",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "is_active",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deployment_version_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "idx_webhook_on_workflow_id_block_id_updated_at_desc": {
+          "name": "idx_webhook_on_workflow_id_block_id_updated_at_desc",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "block_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "updated_at",
+              "isExpression": false,
+              "asc": false,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_active_registration_unique": {
+          "name": "webhook_active_registration_unique",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "block_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"webhook\".\"registration_status\" = 'active' AND \"webhook\".\"block_id\" IS NOT NULL AND \"webhook\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_candidate_registration_unique": {
+          "name": "webhook_candidate_registration_unique",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "block_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"webhook\".\"registration_status\" = 'candidate' AND \"webhook\".\"block_id\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_registration_status_generation_idx": {
+          "name": "webhook_registration_status_generation_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "registration_status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "registration_generation",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "webhook_workflow_id_workflow_id_fk": {
+          "name": "webhook_workflow_id_workflow_id_fk",
+          "tableFrom": "webhook",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "webhook_deployment_version_id_workflow_deployment_version_id_fk": {
+          "name": "webhook_deployment_version_id_workflow_deployment_version_id_fk",
+          "tableFrom": "webhook",
+          "tableTo": "workflow_deployment_version",
+          "columnsFrom": ["deployment_version_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "webhook_registration_status_check": {
+          "name": "webhook_registration_status_check",
+          "value": "\"webhook\".\"registration_status\" IS NULL OR \"webhook\".\"registration_status\" IN ('active', 'candidate', 'retired', 'orphaned')"
+        },
+        "webhook_registration_generation_check": {
+          "name": "webhook_registration_generation_check",
+          "value": "\"webhook\".\"registration_generation\" IS NULL OR \"webhook\".\"registration_generation\" >= 0"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.webhook_path_claim": {
+      "name": "webhook_path_claim",
+      "schema": "",
+      "columns": {
+        "path": {
+          "name": "path",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "generation": {
+          "name": "generation",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "webhook_path_claim_workflow_idx": {
+          "name": "webhook_path_claim_workflow_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "webhook_path_claim_workflow_id_workflow_id_fk": {
+          "name": "webhook_path_claim_workflow_id_workflow_id_fk",
+          "tableFrom": "webhook_path_claim",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "webhook_path_claim_generation_check": {
+          "name": "webhook_path_claim_generation_check",
+          "value": "\"webhook_path_claim\".\"generation\" >= 0"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.workflow": {
+      "name": "workflow",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "folder_id": {
+          "name": "folder_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "sort_order": {
+          "name": "sort_order",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_synced": {
+          "name": "last_synced",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "is_deployed": {
+          "name": "is_deployed",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "deployed_at": {
+          "name": "deployed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "is_public_api": {
+          "name": "is_public_api",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "locked": {
+          "name": "locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "fork_sync_excluded": {
+          "name": "fork_sync_excluded",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "run_count": {
+          "name": "run_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "last_run_at": {
+          "name": "last_run_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "variables": {
+          "name": "variables",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'{}'"
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "workflow_user_id_idx": {
+          "name": "workflow_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_workspace_id_idx": {
+          "name": "workflow_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_user_workspace_idx": {
+          "name": "workflow_user_workspace_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_workspace_folder_name_active_unique": {
+          "name": "workflow_workspace_folder_name_active_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "coalesce(\"folder_id\", '')",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"workflow\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_folder_sort_idx": {
+          "name": "workflow_folder_sort_idx",
+          "columns": [
+            {
+              "expression": "folder_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "sort_order",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_active_workspace_sort_idx": {
+          "name": "workflow_active_workspace_sort_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "sort_order",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workflow\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_archived_at_idx": {
+          "name": "workflow_archived_at_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_workspace_archived_partial_idx": {
+          "name": "workflow_workspace_archived_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workflow\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_user_id_user_id_fk": {
+          "name": "workflow_user_id_user_id_fk",
+          "tableFrom": "workflow",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_workspace_id_workspace_id_fk": {
+          "name": "workflow_workspace_id_workspace_id_fk",
+          "tableFrom": "workflow",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_folder_id_folder_id_fk": {
+          "name": "workflow_folder_id_folder_id_fk",
+          "tableFrom": "workflow",
+          "tableTo": "folder",
+          "columnsFrom": ["folder_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_blocks": {
+      "name": "workflow_blocks",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "position_x": {
+          "name": "position_x",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "position_y": {
+          "name": "position_y",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "enabled": {
+          "name": "enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "horizontal_handles": {
+          "name": "horizontal_handles",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "is_wide": {
+          "name": "is_wide",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "advanced_mode": {
+          "name": "advanced_mode",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "trigger_mode": {
+          "name": "trigger_mode",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "error_enabled": {
+          "name": "error_enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "retry": {
+          "name": "retry",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "locked": {
+          "name": "locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "height": {
+          "name": "height",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "sub_blocks": {
+          "name": "sub_blocks",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "outputs": {
+          "name": "outputs",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "data": {
+          "name": "data",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'{}'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workflow_blocks_workflow_id_idx": {
+          "name": "workflow_blocks_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_blocks_type_idx": {
+          "name": "workflow_blocks_type_idx",
+          "columns": [
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
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+          "tableTo": "workflow",
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+          "columnsTo": ["id"],
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+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_checkpoints": {
+      "name": "workflow_checkpoints",
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+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
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+          "type": "text",
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+        },
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+          "name": "created_at",
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+          "default": "now()"
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+          "notNull": true,
+          "default": "now()"
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+          "method": "btree",
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+        },
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+              "expression": "chat_id",
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+              "nulls": "last"
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+          "method": "btree",
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+        },
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+              "expression": "message_id",
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+              "nulls": "last"
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+          "concurrently": false,
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+              "nulls": "last"
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+              "expression": "workflow_id",
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+              "nulls": "last"
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+          "method": "btree",
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+              "expression": "workflow_id",
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+          "tableFrom": "workflow_checkpoints",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
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+      "isRLSEnabled": false
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+    "public.workflow_deployment_operation": {
+      "name": "workflow_deployment_operation",
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+          "name": "id",
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+        },
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+      },
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+    },
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+          "default": "now()"
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+        }
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+          ],
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+        },
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+        }
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+      },
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+      "checkConstraints": {},
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+    },
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+      "name": "workflow_edges",
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+          "name": "id",
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+        },
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+          "name": "source_block_id",
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+        },
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+          "name": "target_block_id",
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+          "name": "source_handle",
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+        },
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+          "name": "target_handle",
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+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
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+          "notNull": true,
+          "default": "now()"
+        }
+      },
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+        },
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+              "nulls": "last"
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+              "nulls": "last"
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+          ],
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+          "method": "btree",
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+        },
+        "workflow_edges_workflow_target_idx": {
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+              "expression": "workflow_id",
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+              "nulls": "last"
+            },
+            {
+              "expression": "target_block_id",
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+              "nulls": "last"
+            }
+          ],
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+        }
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+          "name": "created_at",
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+          "default": "now()"
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+          "tableFrom": "workflow_mcp_server",
+          "tableTo": "user",
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+          "default": "now()"
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+      "checkConstraints": {},
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+          "default": "'workflow'"
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+          "name": "ends_at",
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+          "default": "now()"
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+          "default": "now()"
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+      "isRLSEnabled": false
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+          "default": "now()"
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+          "method": "btree",
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+          "name": "workflow_subflows_workflow_type_idx",
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+              "expression": "type",
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+        }
+      },
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+        "workflow_subflows_workflow_id_workflow_id_fk": {
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+          "tableFrom": "workflow_subflows",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
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+    },
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+          "name": "color",
+          "type": "text",
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+          "notNull": true,
+          "default": "'#33C482'"
+        },
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+          "name": "logo_url",
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+          "name": "owner_id",
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+        },
+        "workspace_mode": {
+          "name": "workspace_mode",
+          "type": "workspace_mode",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'grandfathered_shared'"
+        },
+        "billed_account_user_id": {
+          "name": "billed_account_user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "storage_used_bytes": {
+          "name": "storage_used_bytes",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "allow_personal_api_keys": {
+          "name": "allow_personal_api_keys",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "inbox_enabled": {
+          "name": "inbox_enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "inbox_address": {
+          "name": "inbox_address",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "inbox_provider_id": {
+          "name": "inbox_provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "inbox_secret_scope": {
+          "name": "inbox_secret_scope",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'all'"
+        },
+        "inbox_mounted_secrets": {
+          "name": "inbox_mounted_secrets",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "organization_assigned_at": {
+          "name": "organization_assigned_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "forked_from_workspace_id": {
+          "name": "forked_from_workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_owner_id_idx": {
+          "name": "workspace_owner_id_idx",
+          "columns": [
+            {
+              "expression": "owner_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_organization_id_idx": {
+          "name": "workspace_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_mode_idx": {
+          "name": "workspace_mode_idx",
+          "columns": [
+            {
+              "expression": "workspace_mode",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_forked_from_workspace_id_idx": {
+          "name": "workspace_forked_from_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "forked_from_workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_inbox_provider_id_idx": {
+          "name": "workspace_inbox_provider_id_idx",
+          "columns": [
+            {
+              "expression": "inbox_provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"workspace\".\"inbox_provider_id\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_owner_id_user_id_fk": {
+          "name": "workspace_owner_id_user_id_fk",
+          "tableFrom": "workspace",
+          "tableTo": "user",
+          "columnsFrom": ["owner_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_organization_id_organization_id_fk": {
+          "name": "workspace_organization_id_organization_id_fk",
+          "tableFrom": "workspace",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "workspace_billed_account_user_id_user_id_fk": {
+          "name": "workspace_billed_account_user_id_user_id_fk",
+          "tableFrom": "workspace",
+          "tableTo": "user",
+          "columnsFrom": ["billed_account_user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "workspace_forked_from_workspace_id_workspace_id_fk": {
+          "name": "workspace_forked_from_workspace_id_workspace_id_fk",
+          "tableFrom": "workspace",
+          "tableTo": "workspace",
+          "columnsFrom": ["forked_from_workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "workspace_storage_used_bytes_non_negative": {
+          "name": "workspace_storage_used_bytes_non_negative",
+          "value": "\"workspace\".\"storage_used_bytes\" >= 0"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.workspace_byok_keys": {
+      "name": "workspace_byok_keys",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "encrypted_api_key": {
+          "name": "encrypted_api_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_byok_workspace_provider_idx": {
+          "name": "workspace_byok_workspace_provider_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_byok_keys_workspace_id_workspace_id_fk": {
+          "name": "workspace_byok_keys_workspace_id_workspace_id_fk",
+          "tableFrom": "workspace_byok_keys",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_byok_keys_created_by_user_id_fk": {
+          "name": "workspace_byok_keys_created_by_user_id_fk",
+          "tableFrom": "workspace_byok_keys",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_environment": {
+      "name": "workspace_environment",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "variables": {
+          "name": "variables",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_environment_workspace_unique": {
+          "name": "workspace_environment_workspace_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_environment_workspace_id_workspace_id_fk": {
+          "name": "workspace_environment_workspace_id_workspace_id_fk",
+          "tableFrom": "workspace_environment",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_file": {
+      "name": "workspace_file",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "key": {
+          "name": "key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "size": {
+          "name": "size",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "uploaded_by": {
+          "name": "uploaded_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "uploaded_at": {
+          "name": "uploaded_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_file_workspace_id_idx": {
+          "name": "workspace_file_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_file_deleted_at_idx": {
+          "name": "workspace_file_deleted_at_idx",
+          "columns": [
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_file_workspace_deleted_partial_idx": {
+          "name": "workspace_file_workspace_deleted_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workspace_file\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_file_workspace_id_workspace_id_fk": {
+          "name": "workspace_file_workspace_id_workspace_id_fk",
+          "tableFrom": "workspace_file",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_file_uploaded_by_user_id_fk": {
+          "name": "workspace_file_uploaded_by_user_id_fk",
+          "tableFrom": "workspace_file",
+          "tableTo": "user",
+          "columnsFrom": ["uploaded_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "workspace_file_key_unique": {
+          "name": "workspace_file_key_unique",
+          "nullsNotDistinct": false,
+          "columns": ["key"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_file_collab_state": {
+      "name": "workspace_file_collab_state",
+      "schema": "",
+      "columns": {
+        "file_id": {
+          "name": "file_id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "doc_state": {
+          "name": "doc_state",
+          "type": "bytea",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "source_hash": {
+          "name": "source_hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "workspace_file_collab_state_file_id_workspace_files_id_fk": {
+          "name": "workspace_file_collab_state_file_id_workspace_files_id_fk",
+          "tableFrom": "workspace_file_collab_state",
+          "tableTo": "workspace_files",
+          "columnsFrom": ["file_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_file_search_backfill": {
+      "name": "workspace_file_search_backfill",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "after_workspace_id": {
+          "name": "after_workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "after_file_id": {
+          "name": "after_file_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_file_search_dispatch_queue": {
+      "name": "workspace_file_search_dispatch_queue",
+      "schema": "",
+      "columns": {
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "enqueued_at": {
+          "name": "enqueued_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "last_dispatched_at": {
+          "name": "last_dispatched_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_file_search_dispatch_queue_schedule_idx": {
+          "name": "workspace_file_search_dispatch_queue_schedule_idx",
+          "columns": [
+            {
+              "expression": "last_dispatched_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "first"
+            },
+            {
+              "expression": "enqueued_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_file_search_queue_workspace_fk": {
+          "name": "workspace_file_search_queue_workspace_fk",
+          "tableFrom": "workspace_file_search_dispatch_queue",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_file_search_index": {
+      "name": "workspace_file_search_index",
+      "schema": "",
+      "columns": {
+        "file_id": {
+          "name": "file_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "source_content_updated_at": {
+          "name": "source_content_updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "workspace_file_search_index_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "partial": {
+          "name": "partial",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "failure_reason": {
+          "name": "failure_reason",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "line_count": {
+          "name": "line_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "indexed_bytes": {
+          "name": "indexed_bytes",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "dispatched_at": {
+          "name": "dispatched_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_file_search_index_workspace_status_idx": {
+          "name": "workspace_file_search_index_workspace_status_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "source_content_updated_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_file_search_index_pending_dispatch_idx": {
+          "name": "workspace_file_search_index_pending_dispatch_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "updated_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "file_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "source_content_updated_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workspace_file_search_index\".\"status\" = 'pending' AND \"workspace_file_search_index\".\"dispatched_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_file_search_index_active_dispatch_idx": {
+          "name": "workspace_file_search_index_active_dispatch_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "dispatched_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workspace_file_search_index\".\"status\" = 'pending' AND \"workspace_file_search_index\".\"dispatched_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_file_search_index_file_fk": {
+          "name": "workspace_file_search_index_file_fk",
+          "tableFrom": "workspace_file_search_index",
+          "tableTo": "workspace_files",
+          "columnsFrom": ["file_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_file_search_index_workspace_fk": {
+          "name": "workspace_file_search_index_workspace_fk",
+          "tableFrom": "workspace_file_search_index",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {
+        "workspace_file_search_index_pk": {
+          "name": "workspace_file_search_index_pk",
+          "columns": ["file_id", "source_content_updated_at"]
+        }
+      },
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_file_search_segment": {
+      "name": "workspace_file_search_segment",
+      "schema": "",
+      "columns": {
+        "file_id": {
+          "name": "file_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "source_content_updated_at": {
+          "name": "source_content_updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "line_number": {
+          "name": "line_number",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "segment_number": {
+          "name": "segment_number",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "segment_start": {
+          "name": "segment_start",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "line_length": {
+          "name": "line_length",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "content": {
+          "name": "content",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "indexes": {
+        "workspace_file_search_segment_workspace_revision_idx": {
+          "name": "workspace_file_search_segment_workspace_revision_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "file_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "source_content_updated_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_file_search_segment_workspace_content_trgm_idx": {
+          "name": "workspace_file_search_segment_workspace_content_trgm_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last",
+              "opclass": "text_ops"
+            },
+            {
+              "expression": "content",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last",
+              "opclass": "gin_trgm_ops"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "gin",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_file_search_segment_file_fk": {
+          "name": "workspace_file_search_segment_file_fk",
+          "tableFrom": "workspace_file_search_segment",
+          "tableTo": "workspace_files",
+          "columnsFrom": ["file_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_file_search_segment_workspace_fk": {
+          "name": "workspace_file_search_segment_workspace_fk",
+          "tableFrom": "workspace_file_search_segment",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {
+        "workspace_file_search_segment_pk": {
+          "name": "workspace_file_search_segment_pk",
+          "columns": ["file_id", "source_content_updated_at", "line_number", "segment_number"]
+        }
+      },
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_file_secret_provenance": {
+      "name": "workspace_file_secret_provenance",
+      "schema": "",
+      "columns": {
+        "file_id": {
+          "name": "file_id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "content_updated_at": {
+          "name": "content_updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "entries": {
+          "name": "entries",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "workspace_file_secret_provenance_file_id_workspace_files_id_fk": {
+          "name": "workspace_file_secret_provenance_file_id_workspace_files_id_fk",
+          "tableFrom": "workspace_file_secret_provenance",
+          "tableTo": "workspace_files",
+          "columnsFrom": ["file_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "workspace_file_secret_provenance_status_check": {
+          "name": "workspace_file_secret_provenance_status_check",
+          "value": "\"workspace_file_secret_provenance\".\"status\" IN ('exact', 'unknown', 'unrecorded')"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.workspace_files": {
+      "name": "workspace_files",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "key": {
+          "name": "key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "folder_id": {
+          "name": "folder_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "context": {
+          "name": "context",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "message_id": {
+          "name": "message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "original_name": {
+          "name": "original_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "display_name": {
+          "name": "display_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "content_type": {
+          "name": "content_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "size": {
+          "name": "size",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "size_bytes": {
+          "name": "size_bytes",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "width": {
+          "name": "width",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "height": {
+          "name": "height",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "uploaded_at": {
+          "name": "uploaded_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "content_updated_at": {
+          "name": "content_updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "secret_provenance_version": {
+          "name": "secret_provenance_version",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "workspace_files_key_active_unique": {
+          "name": "workspace_files_key_active_unique",
+          "columns": [
+            {
+              "expression": "key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"workspace_files\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_files_workspace_folder_name_active_unique": {
+          "name": "workspace_files_workspace_folder_name_active_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "coalesce(\"folder_id\", '')",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "original_name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"workspace_files\".\"deleted_at\" IS NULL AND \"workspace_files\".\"context\" = 'workspace' AND \"workspace_files\".\"workspace_id\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_files_chat_display_name_unique": {
+          "name": "workspace_files_chat_display_name_unique",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "display_name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"workspace_files\".\"context\" = 'mothership' AND \"workspace_files\".\"chat_id\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_files_key_idx": {
+          "name": "workspace_files_key_idx",
+          "columns": [
+            {
+              "expression": "key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_files_user_id_idx": {
+          "name": "workspace_files_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_files_workspace_id_idx": {
+          "name": "workspace_files_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_files_folder_id_idx": {
+          "name": "workspace_files_folder_id_idx",
+          "columns": [
+            {
+              "expression": "folder_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_files_context_idx": {
+          "name": "workspace_files_context_idx",
+          "columns": [
+            {
+              "expression": "context",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_files_chat_id_idx": {
+          "name": "workspace_files_chat_id_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_files_deleted_at_idx": {
+          "name": "workspace_files_deleted_at_idx",
+          "columns": [
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_files_workspace_deleted_partial_idx": {
+          "name": "workspace_files_workspace_deleted_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workspace_files\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_files_user_id_user_id_fk": {
+          "name": "workspace_files_user_id_user_id_fk",
+          "tableFrom": "workspace_files",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_files_workspace_id_workspace_id_fk": {
+          "name": "workspace_files_workspace_id_workspace_id_fk",
+          "tableFrom": "workspace_files",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_files_folder_id_folder_id_fk": {
+          "name": "workspace_files_folder_id_folder_id_fk",
+          "tableFrom": "workspace_files",
+          "tableTo": "folder",
+          "columnsFrom": ["folder_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "workspace_files_chat_id_copilot_chats_id_fk": {
+          "name": "workspace_files_chat_id_copilot_chats_id_fk",
+          "tableFrom": "workspace_files",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_fork_block_map": {
+      "name": "workspace_fork_block_map",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "child_workspace_id": {
+          "name": "child_workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "parent_workflow_id": {
+          "name": "parent_workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "parent_block_id": {
+          "name": "parent_block_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "child_workflow_id": {
+          "name": "child_workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "child_block_id": {
+          "name": "child_block_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_fork_block_map_child_ws_parent_unique": {
+          "name": "workspace_fork_block_map_child_ws_parent_unique",
+          "columns": [
+            {
+              "expression": "child_workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "parent_block_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_fork_block_map_child_ws_child_unique": {
+          "name": "workspace_fork_block_map_child_ws_child_unique",
+          "columns": [
+            {
+              "expression": "child_workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "child_block_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
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+    "public.sandbox_image_status": {
+      "name": "sandbox_image_status",
+      "schema": "public",
+      "values": ["pending", "building", "ready", "failed"]
+    },
+    "public.sandbox_language": {
+      "name": "sandbox_language",
+      "schema": "public",
+      "values": ["javascript", "python"]
+    },
+    "public.secret_usage_scope": {
+      "name": "secret_usage_scope",
+      "schema": "public",
+      "values": ["workspace", "personal"]
+    },
+    "public.secret_usage_source": {
+      "name": "secret_usage_source",
+      "schema": "public",
+      "values": ["workflow", "copilot", "mcp"]
+    },
+    "public.upload_session_method": {
+      "name": "upload_session_method",
+      "schema": "public",
+      "values": ["put", "multipart"]
+    },
+    "public.upload_session_provider": {
+      "name": "upload_session_provider",
+      "schema": "public",
+      "values": ["local", "s3", "blob", "gcs"]
+    },
+    "public.upload_session_purpose": {
+      "name": "upload_session_purpose",
+      "schema": "public",
+      "values": [
+        "workspace_file",
+        "table_import",
+        "knowledge_document",
+        "profile_picture",
+        "workspace_logo",
+        "mothership_attachment",
+        "execution_attachment"
+      ]
+    },
+    "public.upload_session_status": {
+      "name": "upload_session_status",
+      "schema": "public",
+      "values": [
+        "uploading",
+        "completing",
+        "finalizing",
+        "completed",
+        "aborting",
+        "aborted",
+        "failed",
+        "expired"
+      ]
+    },
+    "public.usage_log_category": {
+      "name": "usage_log_category",
+      "schema": "public",
+      "values": ["model", "fixed", "tool", "model_unbilled"]
+    },
+    "public.usage_log_source": {
+      "name": "usage_log_source",
+      "schema": "public",
+      "values": [
+        "workflow",
+        "wand",
+        "copilot",
+        "workspace-chat",
+        "mcp_copilot",
+        "mothership_block",
+        "knowledge-base",
+        "voice-input",
+        "enrichment",
+        "voice-output"
+      ]
+    },
+    "public.workspace_file_search_index_status": {
+      "name": "workspace_file_search_index_status",
+      "schema": "public",
+      "values": ["pending", "ready", "skipped", "failed"]
+    },
+    "public.workspace_fork_promote_direction": {
+      "name": "workspace_fork_promote_direction",
+      "schema": "public",
+      "values": ["push", "pull"]
+    },
+    "public.workspace_fork_resource_type": {
+      "name": "workspace_fork_resource_type",
+      "schema": "public",
+      "values": [
+        "workflow",
+        "oauth_credential",
+        "service_account_credential",
+        "env_var",
+        "table",
+        "knowledge_base",
+        "knowledge_document",
+        "file",
+        "mcp_server",
+        "workflow_mcp_server",
+        "custom_block",
+        "custom_tool",
+        "skill"
+      ]
+    },
+    "public.workspace_mode": {
+      "name": "workspace_mode",
+      "schema": "public",
+      "values": ["personal", "organization", "grandfathered_shared"]
+    }
+  },
+  "schemas": {},
+  "sequences": {},
+  "roles": {},
+  "policies": {},
+  "views": {},
+  "_meta": {
+    "columns": {},
+    "schemas": {},
+    "tables": {}
+  }
+}
diff --git a/packages/db/migrations/meta/_journal.json b/packages/db/migrations/meta/_journal.json
index 72d8cfeaefd..3e56b0a4c5c 100644
--- a/packages/db/migrations/meta/_journal.json
+++ b/packages/db/migrations/meta/_journal.json
@@ -2220,6 +2220,13 @@
       "when": 1788308819434,
       "tag": "0317_knowledge_document_acl",
       "breakpoints": true
+    },
+    {
+      "idx": 318,
+      "version": "7",
+      "when": 1788316050134,
+      "tag": "0318_knowledge_connector_member_change_cursor",
+      "breakpoints": true
     }
   ]
 }
diff --git a/packages/db/schema.ts b/packages/db/schema.ts
index cf0843adf38..5bf47b1108b 100644
--- a/packages/db/schema.ts
+++ b/packages/db/schema.ts
@@ -4799,6 +4799,14 @@ export const knowledgeConnectorMember = pgTable(
     lastError: text('last_error'),
     /** Incremental watermark; advances only on a complete, non-suspect full listing. */
     memberSyncedThrough: timestamp('member_synced_through'),
+    /**
+     * Where the member's change feed resumes. Opened just before a full listing
+     * and stored once that listing lands, so every later run reads the feed
+     * instead of relisting; NULL when the connector has no feed or the feed
+     * has to be reopened.
+     */
+    changeCursor: text('change_cursor'),
+    changeCursorAt: timestamp('change_cursor_at'),
     suspendedAt: timestamp('suspended_at'),
     createdAt: timestamp('created_at').notNull().defaultNow(),
     updatedAt: timestamp('updated_at').notNull().defaultNow(),
diff --git a/packages/testing/src/mocks/schema.mock.ts b/packages/testing/src/mocks/schema.mock.ts
index 8ac3706258a..ddac872177e 100644
--- a/packages/testing/src/mocks/schema.mock.ts
+++ b/packages/testing/src/mocks/schema.mock.ts
@@ -1398,6 +1398,8 @@ export const schemaMock = {
     lastListedCount: 'knowledgeConnectorMember.lastListedCount',
     lastError: 'knowledgeConnectorMember.lastError',
     memberSyncedThrough: 'knowledgeConnectorMember.memberSyncedThrough',
+    changeCursor: 'knowledgeConnectorMember.changeCursor',
+    changeCursorAt: 'knowledgeConnectorMember.changeCursorAt',
     suspendedAt: 'knowledgeConnectorMember.suspendedAt',
     createdAt: 'knowledgeConnectorMember.createdAt',
     updatedAt: 'knowledgeConnectorMember.updatedAt',

From 36b05a86b0d73547b8be8a5f3b48023c669d7b75 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 19:40:20 -0700
Subject: [PATCH 13/76] feat(knowledge): hybrid retrieval by default with a
 source-recency boost

Search fuses the full-text and semantic legs unless a caller asks for
vector-only, at every surface: internal, v1, v2, the knowledge block,
and Sim's own knowledge tools. Connector documents now record when the
source last changed them, and a recently modified document edges past
a stale one of similar relevance.
---
 .../content/docs/integrations/knowledge.mdx   |  2 +-
 apps/docs/openapi-v2-knowledge.json           |  2 +-
 apps/sim/blocks/blocks/knowledge.ts           |  4 +-
 .../sim/lib/api/contracts/knowledge/search.ts | 16 +++---
 .../lib/api/contracts/v1/knowledge/index.ts   |  4 +-
 .../lib/knowledge/application/search.test.ts  |  2 +-
 apps/sim/lib/knowledge/application/search.ts  |  2 +-
 .../connectors/source-modified-at.test.ts     | 55 ++++++++++++++++++
 .../connectors/source-modified-at.ts          | 55 ++++++++++++++++++
 .../knowledge/connectors/sync-persistence.ts  |  4 ++
 apps/sim/lib/knowledge/search/queries.ts      |  8 ++-
 apps/sim/lib/knowledge/search/recency.test.ts | 57 +++++++++++++++++++
 apps/sim/lib/knowledge/search/recency.ts      | 40 +++++++++++++
 apps/sim/tools/generated/tool-metadata.ts     |  2 +-
 apps/sim/tools/knowledge/search.ts            |  6 +-
 packages/sim-cli/src/generated/v2-api.ts      |  2 +-
 16 files changed, 240 insertions(+), 21 deletions(-)
 create mode 100644 apps/sim/lib/knowledge/connectors/source-modified-at.test.ts
 create mode 100644 apps/sim/lib/knowledge/connectors/source-modified-at.ts
 create mode 100644 apps/sim/lib/knowledge/search/recency.test.ts
 create mode 100644 apps/sim/lib/knowledge/search/recency.ts

diff --git a/apps/docs/content/docs/integrations/knowledge.mdx b/apps/docs/content/docs/integrations/knowledge.mdx
index f1be279b661..70e5e80c0e8 100644
--- a/apps/docs/content/docs/integrations/knowledge.mdx
+++ b/apps/docs/content/docs/integrations/knowledge.mdx
@@ -43,7 +43,7 @@ Search for similar content in a knowledge base using vector similarity
 | `query` | string | No | Search query text \(optional when using tag filters\) |
 | `topK` | number | No | Number of most similar results to return \(1-100\) |
 | `tagFilters` | array | No | Array of tag filters with tagName and tagValue properties |
-| `searchMode` | string | No | Retrieval mode: 'vector' \(default\) uses semantic similarity only, 'hybrid' also runs a full-text leg and fuses both |
+| `searchMode` | string | No | Retrieval mode: 'hybrid' \(default\) fuses a full-text leg with semantic similarity, 'vector' uses semantic similarity only |
 | `rerankerEnabled` | boolean | No | Whether to apply Cohere reranking to vector search results |
 | `rerankerModel` | string | No | Cohere rerank model to use \(one of: rerank-v4.0-pro, rerank-v4.0-fast, rerank-v3.5\) |
 | `rerankerInputCount` | number | No | Number of vector results sent to the Cohere reranker \(1–100\). Defaults to topK × 4 capped at 100. |
diff --git a/apps/docs/openapi-v2-knowledge.json b/apps/docs/openapi-v2-knowledge.json
index 3b938370ae0..03424f404ae 100644
--- a/apps/docs/openapi-v2-knowledge.json
+++ b/apps/docs/openapi-v2-knowledge.json
@@ -6144,7 +6144,7 @@
           },
           "searchMode": {
             "description": "Retrieval strategy: vector is semantic-only, while hybrid also runs full-text search.",
-            "default": "vector",
+            "default": "hybrid",
             "anyOf": [
               {
                 "type": "string",
diff --git a/apps/sim/blocks/blocks/knowledge.ts b/apps/sim/blocks/blocks/knowledge.ts
index 705067951eb..742e82c3531 100644
--- a/apps/sim/blocks/blocks/knowledge.ts
+++ b/apps/sim/blocks/blocks/knowledge.ts
@@ -164,10 +164,10 @@ export const KnowledgeBlock: BlockConfig = {
       title: 'Retrieval Mode',
       type: 'dropdown',
       options: [
-        { label: 'Vector only', id: 'vector' },
         { label: 'Hybrid (full-text + vector)', id: 'hybrid' },
+        { label: 'Vector only', id: 'vector' },
       ],
-      value: () => 'vector',
+      value: () => 'hybrid',
       mode: 'advanced',
       condition: { field: 'operation', value: 'search' },
     },
diff --git a/apps/sim/lib/api/contracts/knowledge/search.ts b/apps/sim/lib/api/contracts/knowledge/search.ts
index cf42167554a..fd3e0279d3b 100644
--- a/apps/sim/lib/api/contracts/knowledge/search.ts
+++ b/apps/sim/lib/api/contracts/knowledge/search.ts
@@ -16,15 +16,16 @@ export const knowledgeSearchTagFilterSchema = z.object({
 export const KNOWLEDGE_SEARCH_MODES = ['vector', 'hybrid'] as const
 
 /**
- * Shared by the internal and v1 search contracts. Defaults to `vector` so every
- * existing caller keeps its current ranking; hybrid is opt-in.
+ * Shared by the internal and v1 search contracts. Defaults to `hybrid`: the
+ * full-text leg recovers the exact tokens embeddings rank poorly, and a caller
+ * that wants semantic-only ranking asks for `vector`.
  */
 export const knowledgeSearchModeSchema = z
   .enum(KNOWLEDGE_SEARCH_MODES)
   .optional()
   .nullable()
-  .default('vector')
-  .transform((val) => val ?? 'vector')
+  .default('hybrid')
+  .transform((val) => val ?? 'hybrid')
 
 export const knowledgeSearchBodySchema = z
   .object({
@@ -51,9 +52,10 @@ export const knowledgeSearchBodySchema = z
       .nullable()
       .transform((val) => val || undefined),
     /**
-     * `vector` (default) is semantic-only retrieval. `hybrid` additionally runs a
-     * full-text leg and fuses the two by reciprocal rank, which recovers exact
-     * tokens (error codes, ticket keys, identifiers) that embeddings rank poorly.
+     * `hybrid` (default) runs a full-text leg alongside semantic retrieval and
+     * fuses the two by reciprocal rank, which recovers exact tokens (error codes,
+     * ticket keys, identifiers) that embeddings rank poorly. `vector` is
+     * semantic-only retrieval.
      */
     searchMode: knowledgeSearchModeSchema,
     rerankerEnabled: z.boolean().optional().default(false),
diff --git a/apps/sim/lib/api/contracts/v1/knowledge/index.ts b/apps/sim/lib/api/contracts/v1/knowledge/index.ts
index 2b13594b96a..f4cc24e51ec 100644
--- a/apps/sim/lib/api/contracts/v1/knowledge/index.ts
+++ b/apps/sim/lib/api/contracts/v1/knowledge/index.ts
@@ -182,8 +182,8 @@ export const v1KnowledgeSearchBodySchema = z
     topK: z.number().min(1).max(100).default(10),
     tagFilters: z.array(v1SearchTagFilterSchema).optional(),
     /**
-     * `vector` (default) is semantic-only retrieval; `hybrid` fuses a full-text
-     * leg with it by reciprocal rank.
+     * `hybrid` (default) fuses a full-text leg with semantic retrieval by
+     * reciprocal rank; `vector` is semantic-only.
      */
     searchMode: knowledgeSearchModeSchema,
   })
diff --git a/apps/sim/lib/knowledge/application/search.test.ts b/apps/sim/lib/knowledge/application/search.test.ts
index bd8990759c1..227d23cab69 100644
--- a/apps/sim/lib/knowledge/application/search.test.ts
+++ b/apps/sim/lib/knowledge/application/search.test.ts
@@ -162,7 +162,7 @@ describe('knowledge search application use case', () => {
       expect.objectContaining({
         knowledgeBaseIds: ['knowledge-1'],
         topK: 5,
-        searchMode: 'vector',
+        searchMode: 'hybrid',
       })
     )
     expect(result.results[0]).toMatchObject({
diff --git a/apps/sim/lib/knowledge/application/search.ts b/apps/sim/lib/knowledge/application/search.ts
index 9654e20007d..611f6aa7bb2 100644
--- a/apps/sim/lib/knowledge/application/search.ts
+++ b/apps/sim/lib/knowledge/application/search.ts
@@ -302,7 +302,7 @@ export const searchKnowledge = defineAuthorizedKnowledgeUseCase({
       knowledgeBaseIds,
       topK: candidateTopK,
       access,
-      searchMode: input.searchMode ?? 'vector',
+      searchMode: input.searchMode ?? 'hybrid',
       query: input.query,
       queryVector: hasQuery
         ? JSON.stringify((await queryEmbeddingPromise)?.embedding ?? null)
diff --git a/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts b/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts
new file mode 100644
index 00000000000..a1ad969ce84
--- /dev/null
+++ b/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts
@@ -0,0 +1,55 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import { resolveSourceModifiedAt } from '@/lib/knowledge/connectors/source-modified-at'
+
+const NOW = new Date('2026-09-01T12:00:00Z')
+
+describe('resolveSourceModifiedAt', () => {
+  it.each([
+    ['modifiedTime', '2026-08-20T12:00:00Z'],
+    ['lastModified', '2026-08-20T12:00:00.000Z'],
+    ['lastModifiedDateTime', '2026-08-20T12:00:00Z'],
+    ['updatedAt', '2026-08-20T12:00:00Z'],
+    ['updated', '2026-08-20T12:00:00Z'],
+    ['lastUpdated', '2026-08-20 12:00:00Z'],
+  ])('reads %s', (key, value) => {
+    expect(resolveSourceModifiedAt({ [key]: value }, NOW)?.toISOString()).toBe(
+      '2026-08-20T12:00:00.000Z'
+    )
+  })
+
+  it('accepts Date objects and epoch seconds or milliseconds', () => {
+    const at = new Date('2026-08-20T12:00:00Z')
+    expect(resolveSourceModifiedAt({ modifiedAt: at }, NOW)).toBe(at)
+    expect(resolveSourceModifiedAt({ updatedAt: at.getTime() }, NOW)?.getTime()).toBe(at.getTime())
+    expect(resolveSourceModifiedAt({ updatedAt: at.getTime() / 1000 }, NOW)?.getTime()).toBe(
+      at.getTime()
+    )
+  })
+
+  it('prefers the earlier key and skips values that are not plausible timestamps', () => {
+    expect(
+      resolveSourceModifiedAt(
+        { updatedAt: '2026-08-01T00:00:00Z', modifiedTime: '2026-08-20T12:00:00Z' },
+        NOW
+      )?.toISOString()
+    ).toBe('2026-08-20T12:00:00.000Z')
+    expect(
+      resolveSourceModifiedAt(
+        { modifiedTime: 'yesterday', updatedAt: '2026-08-01T00:00:00Z' },
+        NOW
+      )?.toISOString()
+    ).toBe('2026-08-01T00:00:00.000Z')
+  })
+
+  it('rejects placeholders and far-future values', () => {
+    expect(resolveSourceModifiedAt({ modifiedTime: 0 }, NOW)).toBeNull()
+    expect(resolveSourceModifiedAt({ modifiedTime: '1970-01-01T00:00:00Z' }, NOW)).toBeNull()
+    expect(resolveSourceModifiedAt({ modifiedTime: '2030-01-01T00:00:00Z' }, NOW)).toBeNull()
+    expect(resolveSourceModifiedAt({ modifiedTime: '' }, NOW)).toBeNull()
+    expect(resolveSourceModifiedAt(undefined, NOW)).toBeNull()
+    expect(resolveSourceModifiedAt({}, NOW)).toBeNull()
+  })
+})
diff --git a/apps/sim/lib/knowledge/connectors/source-modified-at.ts b/apps/sim/lib/knowledge/connectors/source-modified-at.ts
new file mode 100644
index 00000000000..7b108cfacfa
--- /dev/null
+++ b/apps/sim/lib/knowledge/connectors/source-modified-at.ts
@@ -0,0 +1,55 @@
+/**
+ * The metadata keys connectors use for the source's last-modified time, in
+ * the order they are tried. Connectors were never asked to agree on a name,
+ * so the persisted column is derived here rather than in each of them.
+ */
+const SOURCE_MODIFIED_AT_KEYS = [
+  'sourceModifiedAt',
+  'modifiedTime',
+  'lastModified',
+  'lastModifiedDateTime',
+  'modifiedAt',
+  'modified_at',
+  'lastUpdated',
+  'updatedAt',
+  'updated_at',
+  'updated',
+] as const
+
+/** Earlier than any plausible document; guards against epoch-zero placeholders. */
+const EARLIEST_PLAUSIBLE_MS = Date.UTC(1990, 0, 1)
+/** A source clock a day ahead is skew; further ahead is a placeholder. */
+const FUTURE_TOLERANCE_MS = 24 * 60 * 60 * 1000
+
+function toDate(value: unknown): Date | null {
+  if (value instanceof Date) return value
+  if (typeof value === 'number' && Number.isFinite(value)) {
+    /** Seconds-since-epoch values are far too small to be milliseconds after 1990. */
+    return new Date(value < 1e11 ? value * 1000 : value)
+  }
+  if (typeof value === 'string' && value.trim()) {
+    const parsed = new Date(value)
+    return Number.isNaN(parsed.getTime()) ? null : parsed
+  }
+  return null
+}
+
+/**
+ * The source's last-modified time from a connector's document metadata, or
+ * null when it reports none or the value is not a plausible timestamp.
+ */
+export function resolveSourceModifiedAt(
+  metadata: Record<string, unknown> | undefined,
+  now: Date = new Date()
+): Date | null {
+  if (!metadata) return null
+  for (const key of SOURCE_MODIFIED_AT_KEYS) {
+    if (!(key in metadata)) continue
+    const parsed = toDate(metadata[key])
+    if (!parsed) continue
+    const ms = parsed.getTime()
+    if (ms < EARLIEST_PLAUSIBLE_MS || ms > now.getTime() + FUTURE_TOLERANCE_MS) continue
+    return parsed
+  }
+  return null
+}
diff --git a/apps/sim/lib/knowledge/connectors/sync-persistence.ts b/apps/sim/lib/knowledge/connectors/sync-persistence.ts
index d8866903645..ef00de21593 100644
--- a/apps/sim/lib/knowledge/connectors/sync-persistence.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-persistence.ts
@@ -6,6 +6,7 @@ import { generateId } from '@sim/utils/id'
 import { and, eq, isNull, sql } from 'drizzle-orm'
 import { getInternalApiBaseUrl } from '@/lib/core/utils/urls'
 import { EMPTY_ACL, WORKSPACE_ACL } from '@/lib/knowledge/access/tokens'
+import { resolveSourceModifiedAt } from '@/lib/knowledge/connectors/source-modified-at'
 import type { DocumentData } from '@/lib/knowledge/documents/service'
 import { StorageService } from '@/lib/uploads'
 import { buildStorageKeySegment } from '@/lib/uploads/core/storage-key'
@@ -214,6 +215,7 @@ function buildSkippedDocumentRow(
     externalId: extDoc.externalId,
     contentHash: extDoc.contentHash,
     sourceUrl: extDoc.sourceUrl ?? null,
+    sourceModifiedAt: resolveSourceModifiedAt(extDoc.metadata),
     acl: insertedDocumentAcl(access),
     ...tagValues,
     uploadedAt: new Date(),
@@ -440,6 +442,7 @@ export async function addDocument(
         externalId: extDoc.externalId,
         contentHash: extDoc.contentHash,
         sourceUrl: extDoc.sourceUrl ?? null,
+        sourceModifiedAt: resolveSourceModifiedAt(extDoc.metadata),
         acl: insertedDocumentAcl(access),
         ...tagValues,
         uploadedAt: new Date(),
@@ -540,6 +543,7 @@ export async function updateDocument(
           mimeType: artifact.mimeType,
           contentHash: extDoc.contentHash,
           sourceUrl: extDoc.sourceUrl ?? null,
+          sourceModifiedAt: resolveSourceModifiedAt(extDoc.metadata),
           ...tagValues,
           processingStatus: 'pending',
           /** Prevents an older delayed worker from claiming newly stored content. */
diff --git a/apps/sim/lib/knowledge/search/queries.ts b/apps/sim/lib/knowledge/search/queries.ts
index ec70b12ce92..a4a5bf18d89 100644
--- a/apps/sim/lib/knowledge/search/queries.ts
+++ b/apps/sim/lib/knowledge/search/queries.ts
@@ -5,6 +5,7 @@ import { getErrorMessage } from '@sim/utils/errors'
 import { and, eq, inArray, isNull, type SQL, sql } from 'drizzle-orm'
 import { knowledgeAccessCondition } from '@/lib/knowledge/access/predicate'
 import type { KnowledgeAccessScope } from '@/lib/knowledge/access/types'
+import { applyRecencyBoost } from '@/lib/knowledge/search/recency'
 import {
   coerceTagFilterValue,
   escapeLikePattern,
@@ -129,6 +130,8 @@ export interface SearchResult {
   boolean3: boolean | null
   distance: number
   knowledgeBaseId: string
+  /** When the source last changed the document; NULL for uploads and sources that do not say. */
+  sourceModifiedAt: Date | null
 }
 
 export interface SearchParams {
@@ -203,6 +206,7 @@ const getSearchResultFields = (distanceExpr: any) => ({
   boolean3: embedding.boolean3,
   distance: distanceExpr,
   knowledgeBaseId: embedding.knowledgeBaseId,
+  sourceModifiedAt: document.sourceModifiedAt,
 })
 
 /**
@@ -804,7 +808,7 @@ export async function executeKnowledgeSearch(
     : handleVectorOnlySearch({ knowledgeBaseIds, topK, queryVector, distanceThreshold, access })
 
   if (searchMode === 'vector') {
-    return await vectorSearch
+    return applyRecencyBoost(await vectorSearch)
   }
 
   /**
@@ -833,5 +837,5 @@ export async function executeKnowledgeSearch(
    * threshold is precisely what a caller opted into hybrid to recover, and at
    * `topK: 1` something has to win.
    */
-  return fuseByReciprocalRank([keywordResults, vectorResults], topK)
+  return applyRecencyBoost(fuseByReciprocalRank([keywordResults, vectorResults], topK))
 }
diff --git a/apps/sim/lib/knowledge/search/recency.test.ts b/apps/sim/lib/knowledge/search/recency.test.ts
new file mode 100644
index 00000000000..ae6791a4fc0
--- /dev/null
+++ b/apps/sim/lib/knowledge/search/recency.test.ts
@@ -0,0 +1,57 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import {
+  applyRecencyBoost,
+  RECENCY_HALF_LIFE_DAYS,
+  recencyFreshness,
+} from '@/lib/knowledge/search/recency'
+
+const NOW = new Date('2026-09-01T12:00:00Z')
+const DAY_MS = 24 * 60 * 60 * 1000
+
+function daysAgo(days: number): Date {
+  return new Date(NOW.getTime() - days * DAY_MS)
+}
+
+describe('recencyFreshness', () => {
+  it('is 1 now, halves at the half-life, and is 0 without a modified time', () => {
+    expect(recencyFreshness(NOW, NOW)).toBe(1)
+    expect(recencyFreshness(daysAgo(RECENCY_HALF_LIFE_DAYS), NOW)).toBeCloseTo(0.5)
+    expect(recencyFreshness(null, NOW)).toBe(0)
+    expect(recencyFreshness(undefined, NOW)).toBe(0)
+  })
+
+  it('gives a future-dated document no boost rather than an inflated one', () => {
+    expect(recencyFreshness(daysAgo(-1), NOW)).toBe(0)
+  })
+})
+
+describe('applyRecencyBoost', () => {
+  const row = (id: string, sourceModifiedAt: Date | null) => ({ id, sourceModifiedAt })
+
+  it('keeps rank order when nothing carries a modified time', () => {
+    const rows = [row('a', null), row('b', null), row('c', null)]
+    expect(applyRecencyBoost(rows, NOW).map((r) => r.id)).toEqual(['a', 'b', 'c'])
+  })
+
+  it('lets a fresh document edge past a stale neighbour but not climb from the bottom', () => {
+    const rows = [
+      row('stale-1', daysAgo(400)),
+      row('fresh-2', NOW),
+      ...Array.from({ length: 30 }, (_, i) => row(`mid-${i + 3}`, daysAgo(400))),
+      row('fresh-last', NOW),
+    ]
+    const ordered = applyRecencyBoost(rows, NOW).map((r) => r.id)
+    expect(ordered[0]).toBe('fresh-2')
+    expect(ordered[1]).toBe('stale-1')
+    expect(ordered.indexOf('fresh-last')).toBeGreaterThan(20)
+  })
+
+  it('does not mutate its input', () => {
+    const rows = [row('a', daysAgo(400)), row('b', NOW)]
+    applyRecencyBoost(rows, NOW)
+    expect(rows.map((r) => r.id)).toEqual(['a', 'b'])
+  })
+})
diff --git a/apps/sim/lib/knowledge/search/recency.ts b/apps/sim/lib/knowledge/search/recency.ts
new file mode 100644
index 00000000000..004f73c8613
--- /dev/null
+++ b/apps/sim/lib/knowledge/search/recency.ts
@@ -0,0 +1,40 @@
+/** Age at which a document's recency boost has decayed to half. */
+export const RECENCY_HALF_LIFE_DAYS = 90
+/** The most a fully fresh document's rank score is raised, as a fraction. */
+export const RECENCY_WEIGHT = 0.15
+/** The rank-score denominator offset; shared with reciprocal-rank fusion so the two agree. */
+export const RECENCY_RANK_K = 60
+
+const DAY_MS = 24 * 60 * 60 * 1000
+
+/**
+ * How fresh a document is on a 0..1 scale: 1 when modified now, halving every
+ * {@link RECENCY_HALF_LIFE_DAYS}. A document whose source reports no modified
+ * time, or one dated in the future, gets no boost at all.
+ */
+export function recencyFreshness(sourceModifiedAt: Date | null | undefined, now: Date): number {
+  if (!sourceModifiedAt) return 0
+  const ageMs = now.getTime() - sourceModifiedAt.getTime()
+  if (!Number.isFinite(ageMs) || ageMs < 0) return 0
+  return 2 ** (-ageMs / (RECENCY_HALF_LIFE_DAYS * DAY_MS))
+}
+
+/**
+ * Reorders relevance-ranked rows so a recently modified document edges past a
+ * stale one of similar relevance. The boost works on rank, not on the legs'
+ * incomparable raw scores, and it is bounded by {@link RECENCY_WEIGHT}: a
+ * fresh document can climb a handful of places, never from the bottom to the
+ * top. Rows without a source modified time keep their exact rank order.
+ */
+export function applyRecencyBoost<T extends { sourceModifiedAt: Date | null }>(
+  rows: readonly T[],
+  now: Date = new Date()
+): T[] {
+  const boosted = rows.map((row, index) => ({
+    row,
+    score:
+      (1 / (RECENCY_RANK_K + index + 1)) *
+      (1 + RECENCY_WEIGHT * recencyFreshness(row.sourceModifiedAt, now)),
+  }))
+  return boosted.sort((a, b) => b.score - a.score).map((entry) => entry.row)
+}
diff --git a/apps/sim/tools/generated/tool-metadata.ts b/apps/sim/tools/generated/tool-metadata.ts
index 3c1bc9b7590..adf36f35c23 100644
--- a/apps/sim/tools/generated/tool-metadata.ts
+++ b/apps/sim/tools/generated/tool-metadata.ts
@@ -3,7 +3,7 @@
 
 /** Serializable metadata for every built-in tool, keyed by tool id. */
 const toolMetadata: Record<string, unknown> = JSON.parse(
-  '{"a2a_cancel_task":{"id":"a2a_cancel_task","name":"A2A Cancel Task","description":"Request cancellation of an in-progress A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to cancel"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"a2a_get_agent_card":{"id":"a2a_get_agent_card","name":"A2A Get Agent Card","description":"Fetch the Agent Card (discovery document) for an external A2A agent.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"a2a_get_task":{"id":"a2a_get_task","name":"A2A Get Task","description":"Retrieve the current state and result of an A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to retrieve"},"historyLength":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of history messages to include"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"a2a_send_message":{"id":"a2a_send_message","name":"A2A Send Message","description":"Send a message to an external A2A agent and return its response.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message text to send"},"data":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional structured JSON data to attach"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional files to attach"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Existing task ID to continue"},"contextId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation context ID to continue"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"affinity_batch_update_entity_fields":{"id":"affinity_batch_update_entity_fields","name":"Affinity Batch Update Entity Fields","description":"Write up to 100 non-list field values on one company or person in a single request.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to write the fields on: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"updates":{"type":"json","required":true,"visibility":"user-or-llm","description":"Up to 100 field updates as [{\\"id\\":\\"<fieldId>\\",\\"value\\":{\\"type\\":\\"…\\",\\"data\\":…}}], using the same value shapes as a single field update"}},"hostedApiKey":"none"},"affinity_batch_update_list_entry_fields":{"id":"affinity_batch_update_list_entry_fields","name":"Affinity Batch Update List Entry Fields","description":"Write up to 100 field values on one list row in a single request. Requires the \\"Export data from Lists\\" permission.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"updates":{"type":"json","required":true,"visibility":"user-or-llm","description":"Up to 100 field updates as [{\\"id\\":\\"<fieldId>\\",\\"value\\":{\\"type\\":\\"…\\",\\"data\\":…}}], using the same value shapes as a single field update"}},"hostedApiKey":"none"},"affinity_create_list":{"id":"affinity_create_list","name":"Affinity Create List","description":"Create a list. Its type fixes which entities it can hold, and the API key holder becomes its creator and owner.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the new list"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity kind the list holds: company, opportunity, or person"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether everyone in the organization can see the list"}},"hostedApiKey":"none"},"affinity_create_list_field_dropdown_option":{"id":"affinity_create_list_field_dropdown_option","name":"Affinity Create List Field Dropdown Option","description":"Add a selectable option to a dropdown field on a list. A ranked or status option also needs a rank and a color.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown field ID on that list"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Kind of option to create, matching the field. dropdown takes only a label; ranked-dropdown also requires rank and color; status-dropdown additionally requires a status category. Sending a field the kind does not accept is rejected"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"The option label"},"rank":{"type":"number","required":false,"visibility":"user-or-llm","description":"Sort order. Required on a ranked-dropdown or status-dropdown option"},"color":{"type":"string","required":false,"visibility":"user-or-llm","description":"Option color: white, gray, blue, green, purple, orange, or red. Required on a ranked-dropdown or status-dropdown option"},"statusCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pipeline meaning of the option: open, won, lost, or on-hold. Status-dropdown options only"},"winRate":{"type":"number","required":false,"visibility":"user-or-llm","description":"Expected win rate of the status. Status-dropdown options only"}},"hostedApiKey":"none"},"affinity_create_merge":{"id":"affinity_create_merge","name":"Affinity Create Merge","description":"Fold a duplicate company or person into the record you are keeping. The merge runs asynchronously — poll the returned task to see it finish. Requires the \\"Manage duplicates\\" permission and an admin role.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"What to merge: companies or persons"},"primaryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to keep"},"duplicateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the duplicate record to fold in"}},"hostedApiKey":"none"},"affinity_create_note":{"id":"affinity_create_note","name":"Affinity Create Note","description":"Write a note — attached to companies, persons, and opportunities, anchored to a meeting, call, or chat message, or posted as a reply to an existing note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Note shape: entities to attach it to records, interaction to anchor it to a meeting, call, or chat message, or user-reply to reply to a note"},"html":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note body as HTML"},"companyIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Companies to attach the note to, e.g. [1, 2]. Not used on a reply"},"personIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Persons to attach the note to, e.g. [1, 2]. Not used on a reply"},"opportunityIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Opportunities to attach the note to, e.g. [1, 2]. Not used on a reply"},"interactionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The interaction to anchor the note to. Required for an interaction note"},"interactionType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Kind of the anchoring interaction: meeting, call, or chat-message. Required for an interaction note"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The note being replied to. Required for a user-reply note"},"creatorId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Attribute the note to another internal person. Defaults to the API key holder"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backdate the note to this ISO 8601 timestamp"}},"hostedApiKey":"none"},"affinity_create_reminder":{"id":"affinity_create_reminder","name":"Affinity Create Reminder","description":"Create a reminder on one company, person, or opportunity. A recurring reminder resets whenever the chosen signal happens instead of firing once.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"one-time to fire once, or recurring to reset on a signal"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"What the reminder is about: company, person, or opportunity"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company, person, or opportunity"},"dueDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"When the reminder is due, as an ISO 8601 timestamp. Required for a one-time reminder; on a recurring one Affinity computes it from the period when omitted"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"What the reminder says"},"ownerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User the reminder is assigned to. Must be an internal user. The API key holder is recorded as the creator, which is a separate field"},"resetTrigger":{"type":"string","required":false,"visibility":"user-or-llm","description":"What restarts a recurring reminder: interaction, email, or event. Required when the type is recurring"},"periodDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Days between firings of a recurring reminder. Required when the type is recurring"}},"hostedApiKey":"none"},"affinity_delete_list_field_dropdown_option":{"id":"affinity_delete_list_field_dropdown_option","name":"Affinity Delete List Field Dropdown Option","description":"Permanently delete a dropdown option on a list field. Every list entry currently set to it is cleared, and those values cannot be recovered.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown field ID on that list"},"dropdownOptionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown option ID to delete"}},"hostedApiKey":"none"},"affinity_delete_note":{"id":"affinity_delete_note","name":"Affinity Delete Note","description":"Delete a note you created. Deleting a root note also deletes its replies; deleting a reply removes only that reply.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID to delete"}},"hostedApiKey":"none"},"affinity_get_company":{"id":"affinity_get_company","name":"Affinity Get Company","description":"Look up one company by ID. Field data is returned only for the Field IDs or Field Types asked for.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The company ID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"}},"hostedApiKey":"none"},"affinity_get_current_user":{"id":"affinity_get_current_user","name":"Affinity Get Current User","description":"Verify an Affinity API key and return the tenant, the user behind the key, and the scopes the grant carries.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"}},"hostedApiKey":"none"},"affinity_get_entity_field_value":{"id":"affinity_get_entity_field_value","name":"Affinity Get Entity Field Value","description":"Read one non-list field value from a company or person.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to read the field from: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The field ID to read"}},"hostedApiKey":"none"},"affinity_get_list":{"id":"affinity_get_list","name":"Affinity Get List","description":"Read one list — its name, type, owner, and privacy setting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"}},"hostedApiKey":"none"},"affinity_get_list_entry":{"id":"affinity_get_list_entry","name":"Affinity Get List Entry","description":"Read one row of a list with its entity. Field data is returned only for the Field IDs or Field Types asked for.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, list, or relationship-intelligence. Mutually exclusive with Field IDs"}},"hostedApiKey":"none"},"affinity_get_list_entry_field":{"id":"affinity_get_list_entry_field","name":"Affinity Get List Entry Field","description":"Read one field value on a list row.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The field ID to read"}},"hostedApiKey":"none"},"affinity_get_list_field_dropdown_option":{"id":"affinity_get_list_field_dropdown_option","name":"Affinity Get List Field Dropdown Option","description":"Read one dropdown option on a list field.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown field ID on that list"},"dropdownOptionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown option ID"}},"hostedApiKey":"none"},"affinity_get_merge":{"id":"affinity_get_merge","name":"Affinity Get Merge","description":"Read the status of one company or person merge, including why it failed if it did.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which merge to read: companies or persons"},"mergeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The merge ID"}},"hostedApiKey":"none"},"affinity_get_merge_task":{"id":"affinity_get_merge_task","name":"Affinity Get Merge Task","description":"Read one merge task and how its merges are progressing. Poll this after starting a merge.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which merge task to read: companies or persons"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The merge task ID"}},"hostedApiKey":"none"},"affinity_get_note":{"id":"affinity_get_note","name":"Affinity Get Note","description":"Read one note with its body, author, mentions, and attached records.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return, e.g. [\\"repliesCount\\",\\"personsPreview\\",\\"companiesPreview\\",\\"opportunitiesPreview\\"]. Those four fields are omitted unless requested here"}},"hostedApiKey":"none"},"affinity_get_opportunity":{"id":"affinity_get_opportunity","name":"Affinity Get Opportunity","description":"Read one opportunity and the list it belongs to. Its field data lives on the list entry.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"opportunityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The opportunity ID"}},"hostedApiKey":"none"},"affinity_get_person":{"id":"affinity_get_person","name":"Affinity Get Person","description":"Look up one person by ID. Field data is returned only for the Field IDs or Field Types asked for.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The person ID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"}},"hostedApiKey":"none"},"affinity_get_saved_view":{"id":"affinity_get_saved_view","name":"Affinity Get Saved View","description":"Read one saved view — its name, kind, and creation date.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"viewId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The saved view ID"}},"hostedApiKey":"none"},"affinity_get_transcript":{"id":"affinity_get_transcript","name":"Affinity Get Transcript","description":"Read one transcript with its first 100 fragments. Page the fragments endpoint for a longer meeting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"transcriptId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The transcript ID"}},"hostedApiKey":"none"},"affinity_get_user":{"id":"affinity_get_user","name":"Affinity Get User","description":"Read one internal user. A user and their person record share the same numeric ID, so a person ID works here.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID, which is also their person ID"}},"hostedApiKey":"none"},"affinity_list_calls":{"id":"affinity_list_calls","name":"Affinity List Calls","description":"Page through logged calls and their participants. Only calls the API key holder can see are returned.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_chat_messages":{"id":"affinity_list_chat_messages","name":"Affinity List Chat Messages","description":"Page through logged chat messages and their participants. Only messages the API key holder can see are returned.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_companies":{"id":"affinity_list_companies","name":"Affinity List Companies","description":"Page through companies. Companies come back without field data unless Field IDs or Field Types asks for it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the page to these company IDs, e.g. [1, 2, 3]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_coworker_connections":{"id":"affinity_list_coworker_connections","name":"Affinity List Coworker Connections","description":"Find warm paths into a company through shared work history: who in your Affinity data once worked alongside the people you want to reach. Grouped by target, strongest first.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"Required scope. The only supported filter is target.currentCompany.id, e.g. \\"target.currentCompany.id=123\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of targets to return per page, 1-50. Defaults to 20"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_emails":{"id":"affinity_list_emails","name":"Affinity List Emails","description":"Page through email metadata — subject, participants, and timestamps. Affinity never exposes email bodies through the API.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_entity_field_values":{"id":"affinity_list_entity_field_values","name":"Affinity List Entity Field Values","description":"Page through a company\'s or person\'s non-list field values. List fields are not returned here — read those through the list entry.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to read field values from: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field IDs. Mutually exclusive with Field Types"},"types":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field categories: enriched, global, relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 20"}},"hostedApiKey":"none"},"affinity_list_entity_list_entries":{"id":"affinity_list_entity_list_entries","name":"Affinity List Entity List Entries","description":"Page through a company\'s or person\'s rows across every list, each carrying that list\'s field values and when the entity was added.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to look up the rows of: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_entity_lists":{"id":"affinity_list_entity_lists","name":"Affinity List Entity Lists","description":"List every list a company or person appears on that the caller can view.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to look up the lists of: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_entity_notes":{"id":"affinity_list_entity_notes","name":"Affinity List Entity Notes","description":"List the notes relevant to one company, person, or opportunity — directly attached notes plus notes reaching it through its people and meetings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity the notes hang off: companies, persons, or opportunities"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company, person, or opportunity"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_entity_relationships":{"id":"affinity_list_entity_relationships","name":"Affinity List Entity Relationships","description":"List who knows a company or person, scored 0.0 to 1.0 by how much the two actually interact. Strongest first by default.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to look up relationships for: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on interactionScore only, e.g. \\"interactionScore>=0.5\\""},"orderBy":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort order: [\\"interactionScore\\"] for weakest first, [\\"-interactionScore\\"] for strongest first (the default)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_field_dropdown_options":{"id":"affinity_list_field_dropdown_options","name":"Affinity List Field Dropdown Options","description":"List the selectable options on a dropdown or ranked-dropdown company or person field. Writing such a field needs the option ID, not its text.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which field family the field belongs to: companies or persons"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown or ranked-dropdown field ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_field_metadata":{"id":"affinity_list_field_metadata","name":"Affinity List Field Metadata","description":"List the non-list company or person fields, with the value type, filter operators, and sort support of each. Start here to find the Field IDs the read and write tools take.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which fields to describe: companies or persons"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return: [\\"filterability\\",\\"sortability\\"]. Both are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on name only, e.g. \\"name=~Status\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_field_value_changes":{"id":"affinity_list_field_value_changes","name":"Affinity List Field Value Changes","description":"Page through field value changes across the whole workspace. Built for delta sync: follow nextCursor to the end of a run, then resume from the last cursor next time.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over field.id, listEntry.id, changer.id, changedAt, or actionType. Resume a sync with e.g. \\"changedAt>2026-06-01T12:00:00Z\\""},"orderBy":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort order: [\\"changedAt\\"] for oldest first (the default), [\\"-changedAt\\"] for newest first"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_investor_executive_connections":{"id":"affinity_list_investor_executive_connections","name":"Affinity List Investor Executive Connections","description":"Find warm paths into a company through investment history: which investors in your Affinity data backed a company the people you want to reach once led. Grouped by target, strongest first.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"Required scope. The only supported filter is target.currentCompany.id, e.g. \\"target.currentCompany.id=123\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of targets to return per page, 1-50. Defaults to 20"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_list_entries":{"id":"affinity_list_list_entries","name":"Affinity List List Entries","description":"Page through the rows of a list. Rows come back without field data unless Field IDs or Field Types asks for it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, list, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_entry_field_value_changes":{"id":"affinity_list_list_entry_field_value_changes","name":"Affinity List List Entry Field Value Changes","description":"Page through the history of one list row — who changed which field, when, and to what.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over field.id, changer.id, changedAt, or actionType, e.g. \\"field.id=field-1234\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_entry_fields":{"id":"affinity_list_list_entry_fields","name":"Affinity List List Entry Fields","description":"Page through every field value on one list row, including the list-specific columns. All fields are returned unless narrowed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field IDs. Mutually exclusive with Field Types"},"types":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field categories: enriched, global, list, relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 20"}},"hostedApiKey":"none"},"affinity_list_list_field_dropdown_options":{"id":"affinity_list_list_field_dropdown_options","name":"Affinity List List Field Dropdown Options","description":"List the selectable options on a dropdown, ranked-dropdown, or status-dropdown field of a list.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown field ID on that list"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_fields":{"id":"affinity_list_list_fields","name":"Affinity List List Fields","description":"List the fields available on one list, including its list-specific columns. Use these Field IDs when reading or writing list entries.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return: [\\"filterability\\",\\"sortability\\"]. Both are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on name only, e.g. \\"name=~Stage\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_lists":{"id":"affinity_list_lists","name":"Affinity List Lists","description":"Page through the lists in the organization that the caller can view.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"term":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case-insensitive substring match on the list name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_meetings":{"id":"affinity_list_meetings","name":"Affinity List Meetings","description":"Page through past and upcoming meetings with their organizer and attendees.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_merge_tasks":{"id":"affinity_list_merge_tasks","name":"Affinity List Merge Tasks","description":"Page through merge tasks, each summarizing how many of its merges are in progress, succeeded, or failed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which merge tasks to list: companies or persons"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on status only, e.g. \\"status=in-progress\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_merges":{"id":"affinity_list_merges","name":"Affinity List Merges","description":"Page through the company or person merges the organization has run, with the status and the records involved in each.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which merges to list: companies or persons"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over status or taskId, e.g. \\"status=failed\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_note_attached_companies":{"id":"affinity_list_note_attached_companies","name":"Affinity List Note Attached Companies","description":"List the companies directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_attached_opportunities":{"id":"affinity_list_note_attached_opportunities","name":"Affinity List Note Attached Opportunities","description":"List the opportunities directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_attached_persons":{"id":"affinity_list_note_attached_persons","name":"Affinity List Note Attached Persons","description":"List the persons directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_replies":{"id":"affinity_list_note_replies","name":"Affinity List Note Replies","description":"Page through the replies on one note, including AI Notetaker replies.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID whose replies to read"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_notes":{"id":"affinity_list_notes","name":"Affinity List Notes","description":"Page through every note the caller can see. Replies are excluded.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return, e.g. [\\"repliesCount\\",\\"personsPreview\\",\\"companiesPreview\\",\\"opportunitiesPreview\\"]. Those four fields are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_opportunities":{"id":"affinity_list_opportunities","name":"Affinity List Opportunities","description":"Page through opportunities. Field data lives on the list entry, not here — read it through the list or saved view the opportunity belongs to.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the page to these opportunity IDs, e.g. [1, 2, 3]"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_persons":{"id":"affinity_list_persons","name":"Affinity List Persons","description":"Page through persons. Persons come back without field data unless Field IDs or Field Types asks for it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the page to these person IDs, e.g. [1, 2, 3]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_reminders":{"id":"affinity_list_reminders","name":"Affinity List Reminders","description":"Page through the reminders the caller can see. 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Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_organic_keywords":{"id":"ahrefs_organic_keywords","name":"Ahrefs Organic Keywords","description":"Get organic keywords that a target domain or URL ranks for in Google search results. Returns keyword details including search volume, ranking position, and estimated traffic.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_paid_pages":{"id":"ahrefs_paid_pages","name":"Ahrefs Paid Pages","description":"Get a target domain\'s pages that receive paid search traffic, sorted by estimated paid traffic. Returns page URLs with their paid traffic, keyword counts, and estimated spend.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_competitors_overview":{"id":"ahrefs_rank_tracker_competitors_overview","name":"Ahrefs Rank Tracker Competitors Overview","description":"Get competitor rankings for the keywords tracked in an Ahrefs Rank Tracker project: each tracked keyword\'s volume and difficulty alongside every competitor\'s position, traffic, and traffic value. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_competitors_stats":{"id":"ahrefs_rank_tracker_competitors_stats","name":"Ahrefs Rank Tracker Competitors Stats","description":"Get aggregate competitor stats for an Ahrefs Rank Tracker project: each competitor\'s traffic, traffic value, average position, and share of voice across all tracked keywords. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report metrics for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_overview":{"id":"ahrefs_rank_tracker_overview","name":"Ahrefs Rank Tracker Overview","description":"Get ranking overview metrics for the keywords tracked in an Ahrefs Rank Tracker project: position, search volume, keyword difficulty, and estimated traffic. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_serp_overview":{"id":"ahrefs_rank_tracker_serp_overview","name":"Ahrefs Rank Tracker SERP Overview","description":"Get the full SERP (search engine results page) for a keyword tracked in an Ahrefs Rank Tracker project, including every ranking URL with its position, title, and authority metrics. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tracked keyword to retrieve SERP data for"},"country":{"type":"string","required":true,"visibility":"user-or-llm","description":"Country code for the tracked keyword. Example: \\"us\\", \\"gb\\", \\"de\\""},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"topPositions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of top organic positions to return (defaults to all available)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Timestamp to return the last available SERP Overview at, in YYYY-MM-DDThh:mm:ss format"},"locationId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Location ID of the tracked keyword, if tracked at a specific location"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code of the tracked keyword"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_refdomains_history":{"id":"ahrefs_refdomains_history","name":"Ahrefs Referring Domains History","description":"Get the historical referring domains trend for a target domain or URL over a date range, grouped daily, weekly, or monthly.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_referring_domains":{"id":"ahrefs_referring_domains","name":"Ahrefs Referring Domains","description":"Get a list of domains that link to a target domain or URL. Returns unique referring domains with their domain rating, backlink counts, and discovery dates.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live), \\"all_time\\" (default, includes lost domains), or \\"since:YYYY-MM-DD\\" (domains found since a date)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_related_terms":{"id":"ahrefs_related_terms","name":"Ahrefs Related Terms","description":"Get keyword ideas related to a seed keyword: terms the same top-ranking pages also rank for (\\"also rank for\\") or also discuss (\\"also talk about\\"), with volume, difficulty, and CPC.","version":"1.0.0","params":{"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The seed keyword to find related terms for"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for keyword data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"terms":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of related keywords to return: \\"also_rank_for\\", \\"also_talk_about\\", or \\"all\\" (default: \\"all\\")"},"viewFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to derive related terms from the top 10 or top 100 ranking pages (default: \\"top_10\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_site_audit_page_explorer":{"id":"ahrefs_site_audit_page_explorer","name":"Ahrefs Site Audit Page Explorer","description":"Get crawled pages from an Ahrefs Site Audit project with health and SEO metrics: HTTP status, title, link counts, backlinks, indexability, and traffic. Optionally filter to pages affected by a specific issue.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Site Audit project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Crawl date in YYYY-MM-DDThh:mm:ss format (defaults to the most recent crawl)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip, for pagination"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return pages affected by this issue ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_top_pages":{"id":"ahrefs_top_pages","name":"Ahrefs Top Pages","description":"Get the top pages of a target domain sorted by organic traffic. Returns page URLs with their traffic, keyword counts, and estimated traffic value.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"airtable_create_records":{"id":"airtable_create_records","name":"Airtable Create Records","description":"Write new records to an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to create, each with a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_delete_records":{"id":"airtable_delete_records","name":"Airtable Delete Records","description":"Delete one or more records from an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of record IDs to delete (each starts with \\"rec\\", e.g., [\\"recXXXXXXXXXXXXXX\\"]). Pass a single-element array to delete one record."}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_get_base_schema":{"id":"airtable_get_base_schema","name":"Airtable Get Base Schema","description":"Get the schema of all tables, fields, and views in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_get_record":{"id":"airtable_get_record","name":"Airtable Get Record","description":"Retrieve a single record from an Airtable table by its ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access 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bases"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_list_records":{"id":"airtable_list_records","name":"Airtable List Records","description":"Read records from an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"maxRecords":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (default: all records)"},"filterFormula":{"type":"string","required":false,"visibility":"user-or-llm","description":"Formula to filter records (e.g., \\"({Field Name} = \'Value\')\\")"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_list_tables":{"id":"airtable_list_tables","name":"Airtable List Tables","description":"List all tables and their schema in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_update_multiple_records":{"id":"airtable_update_multiple_records","name":"Airtable Update Multiple Records","description":"Update multiple existing records in an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to update, each with an `id` and a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_update_record":{"id":"airtable_update_record","name":"Airtable Update Record","description":"Update an existing record in an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record ID to update (starts with \\"rec\\", e.g., \\"recXXXXXXXXXXXXXX\\")"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"An object containing the field names and their new values"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_upsert_records":{"id":"airtable_upsert_records","name":"Airtable Upsert Records","description":"Update existing records or create new ones in an Airtable table, matching on the specified merge fields","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to upsert, each with a `fields` object"},"fieldsToMergeOn":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of field names used to match existing records (max 3). 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If noteType is text/html, supports: <b>, <i>, <u>, <a>, <ul>, <ol>, <li>, <code>, <pre>"},"noteType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type of the note: text/plain (default) or text/html"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send notifications to subscribed users (default false)"},"isPrivate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the note is private (only visible to the author)"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backdated creation timestamp in ISO 8601 (e.g. 2024-01-01T00:00:00Z). Defaults to now."}},"hostedApiKey":"none"},"ashby_delete_application":{"id":"ashby_delete_application","name":"Ashby Delete Application","description":"Permanently deletes an application in Ashby. 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2024-01-01T00:00:00Z)"},"syncToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque token from a completed prior sync run"}},"hostedApiKey":"none"},"ashby_list_job_postings":{"id":"ashby_list_job_postings","name":"Ashby List Job Postings","description":"Lists all job postings in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by location name (case sensitive)"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by department name (case sensitive)"},"listedOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only returns listed (publicly visible) job postings (default false)"},"includeUnpublishedJobPostings":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, also returns unpublished (Draft) job postings. The endpoint already returns both listed and unlisted published postings by default, so this only adds drafts."},"jobBoardId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of a specific job board to filter postings to. If omitted, returns postings on the primary external job board."}},"hostedApiKey":"none"},"ashby_list_jobs":{"id":"ashby_list_jobs","name":"Ashby List Jobs","description":"Lists all jobs in an Ashby organization. By default returns Open, Closed, and Archived jobs. Specify status to filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default and max 100). 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Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"created_at:direction\\" (e.g., \\"created_at:asc\\", \\"created_at:desc\\")"}},"hostedApiKey":"none"},"calendly_list_scheduled_events":{"id":"calendly_list_scheduled_events","name":"Calendly List Scheduled Events","description":"Retrieve a list of scheduled events for a user or organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events that belong to this user. Either \\"user\\" or \\"organization\\" must be provided. 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Format: ISO 8601 (e.g., \\"2024-01-01T00:00:00Z\\")"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"field:direction\\" (e.g., \\"start_time:asc\\", \\"start_time:desc\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status. Format: \\"active\\" or \\"canceled\\""}},"hostedApiKey":"none"},"calendly_list_user_availability_schedules":{"id":"calendly_list_user_availability_schedules","name":"Calendly List User Availability Schedules","description":"Retrieve a user\'s availability schedules, working hours, and date overrides","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":true,"visibility":"user-or-llm","description":"User whose schedules are returned. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"}},"hostedApiKey":"none"},"calendly_list_user_busy_times":{"id":"calendly_list_user_busy_times","name":"Calendly List User Busy Times","description":"Retrieve a user\'s internal and external busy times within a date range, based on their connected calendars","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":true,"visibility":"user-or-llm","description":"User whose busy times are returned. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"startTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start of the requested range. Cannot be in the past. Format: ISO 8601 (e.g., \\"2024-01-01T00:00:00Z\\")"},"endTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"End of the requested range. Must be after the start and no more than 7 days later. Format: ISO 8601 (e.g., \\"2024-01-07T00:00:00Z\\")"}},"hostedApiKey":"none"},"calendly_list_webhooks":{"id":"calendly_list_webhooks","name":"Calendly List Webhooks","description":"Retrieve a list of webhook subscriptions for an organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization URI to list webhooks for. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"scope":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scope of the webhooks to list. Format: \\"organization\\", \\"user\\", or \\"group\\""},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter webhooks by user URI (for user-scoped webhooks). Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"}},"hostedApiKey":"none"},"cbinsights_chat":{"id":"cbinsights_chat","name":"CB Insights Chat","description":"Ask ChatCBI a question in natural language and get an answer grounded in CB Insights data, with its sources and suggested follow-ups. 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Pass it to continue that conversation rather than starting a new one."}},"hostedApiKey":"none"},"cbinsights_get_commercial_maturity_history":{"id":"cbinsights_get_commercial_maturity_history","name":"CB Insights Get Commercial Maturity History","description":"Retrieve an organization\'s historical Commercial Maturity levels, tracking how its ability to compete for customers or serve as a partner has moved over time.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. Resolve a name or website to one with Look Up Organizations, which never charges credits."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest date to return, as YYYY-MM-DD. Must be on or after 2024-07-25 and within 24 months of endDate. Defaults to the later of one year ago and 2024-07-25."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest date to return, as YYYY-MM-DD. Must be on or after 2024-07-25 and within 24 months of startDate. Defaults to today."}},"hostedApiKey":"none"},"cbinsights_get_exit_probability_history":{"id":"cbinsights_get_exit_probability_history","name":"CB Insights Get Exit Probability History","description":"Retrieve an organization\'s historical two-year IPO and M&A exit probabilities, each alongside the mean for comparable companies.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. 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Defaults to today."}},"hostedApiKey":"none"},"cbinsights_get_mosaic_history":{"id":"cbinsights_get_mosaic_history","name":"CB Insights Get Mosaic History","description":"Retrieve an organization\'s historical Mosaic Scores — overall plus the management, market, momentum, and money factors — so a trend can be read rather than a single snapshot.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. Resolve a name or website to one with Look Up Organizations, which never charges credits."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest date to return, as YYYY-MM-DD. Must be on or after 2024-01-01 and within the last 24 months. Defaults to the later of one year ago and 2024-01-01."}},"hostedApiKey":"none"},"cbinsights_get_org_business_relationships":{"id":"cbinsights_get_org_business_relationships","name":"CB Insights Get Organization Business Relationships","description":"Retrieve one organization\'s partnerships, client/vendor relationships, and licensing activity, with AI-generated insights on each.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. 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Resolve a name or website to one with Look Up Organizations, which never charges credits."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return in a single response, 1-100"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token from a previous response; omit for the first page"}},"hostedApiKey":"none"},"cbinsights_get_org_investments":{"id":"cbinsights_get_org_investments","name":"CB Insights Get Organization Investments","description":"Retrieve the rounds in which one organization invested in another, with AI-generated insights extracting the key themes of each deal.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. Resolve a name or website to one with Look Up Organizations, which never charges credits."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return in a single response, 1-100"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token from a previous response; omit for the first page"}},"hostedApiKey":"none"},"cbinsights_get_org_management_and_board":{"id":"cbinsights_get_org_management_and_board","name":"CB Insights Get Organization Management and Board","description":"Retrieve an organization\'s leadership team and board members with their education, work history, and board seats, plus the Management factor of its Mosaic Score.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. 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This endpoint never charges credits, so use it to match your own records before spending credits on the data endpoints.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"names":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization names to look up, e.g. [\\"CB Insights\\"]"},"urls":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization websites to look up, e.g. [\\"cbinsights.com\\"]"},"profileUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"A CB Insights profile URL to resolve. Mutually exclusive with names and urls — the API rejects a request that sets both."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return in a single response, 1-100"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token from a previous response; omit for the first page"}},"hostedApiKey":"none"},"cbinsights_rag":{"id":"cbinsights_rag","name":"CB Insights Retrieve Context","description":"Retrieve the raw structured CB Insights data relevant to a question, for feeding your own model rather than reading a written answer. Uses generative AI and can be wrong — verify anything that matters.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"The question to retrieve context for. Must be under 10,000 characters."}},"hostedApiKey":"none"},"cbinsights_search_firmographics":{"id":"cbinsights_search_firmographics","name":"CB Insights Search Firmographics","description":"Search profiles of private companies, public companies, and investors by market, industry, geography, headcount, funding, and valuation. Each field is ANDed together; values within a field are ORed.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"keyword":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term matched against organization names, descriptions, and aliases"},"orgIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights organization IDs to return, e.g. [129410, 129411]"},"orgNames":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization names to match exactly, e.g. [\\"CB Insights\\"]"},"urls":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization websites to match, e.g. [\\"cbinsights.com\\"]"},"tickers":{"type":"json","required":false,"visibility":"user-or-llm","description":"Stock tickers to match, each optionally suffixed with an exchange code after a colon"},"marketIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights market IDs to match, e.g. [6, 95, 106]"},"marketNames":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights market names to match. Partial matches count — \\"AI\\" returns every market whose name contains it."},"industryIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights industry IDs to match (mid level of the taxonomy)"},"sectorIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights sector IDs to match (top level of the taxonomy)"},"subindustryIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights sub-industry IDs to match (lowest level of the taxonomy)"},"businessModelIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights business model IDs to match"},"technologyIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights technology landscape IDs to match"},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Expert Collection IDs to search within"},"countryIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights country IDs to match"},"stateProvinceIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights state or province IDs to match"},"cityIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights city IDs to match"},"continentIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights continent IDs to match"},"regionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights region IDs to match"},"orgStatusIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights organization status IDs to match (active, acquired, dead, IPO, merged)"},"investorOrgIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Return organizations these investor organization IDs have invested in"},"investorTypeIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Return investor organizations of these investor types"},"fundingInvestorTypeIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Return organizations funded by these investor types"},"lastFundingRoundIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights funding round IDs of the most recent round"},"lastFundingRoundCategoryIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights funding round category IDs of the most recent round"},"minCurrentHeadcount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum current headcount"},"maxCurrentHeadcount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum current headcount"},"minTotalFundingInMillions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum total funding raised, in millions of US dollars"},"maxTotalFundingInMillions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum total funding raised, in millions of US dollars"},"minValuationInMillions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum valuation, in millions of US dollars"},"maxValuationInMillions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum valuation, in millions of US dollars"},"minLastFundingDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest date of the most recent funding round, as YYYY-MM-DD"},"maxLastFundingDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest date of the most recent funding round, as YYYY-MM-DD"},"vcBacked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Restrict to organizations that have received venture funding"},"sortField":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: orgName, orgId, lastUpdateTime, lastFundingDate, latestValuation, mosaicOverall, mosaicManagement, mosaicMarket, mosaicMomentum, mosaicMoney, headcountCurrent, headcount6MonthGrowth, headcount12MonthGrowth, or headcount24MonthGrowth"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction, \\"asc\\" or \\"desc\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return in a single response, 1-100"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token from a previous response; omit for the first page"}},"hostedApiKey":"none"},"circleback_add_tag_to_meetings":{"id":"circleback_add_tag_to_meetings","name":"Circleback Add Tag to Meetings","description":"Applies an existing Circleback tag to one or more meetings and returns the updated meetings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the tag to apply"},"meetingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated IDs of the meetings to tag"}},"hostedApiKey":"none"},"circleback_create_tag":{"id":"circleback_create_tag","name":"Circleback Create Tag","description":"Creates a new tag in Circleback. If a tag with the same name already exists, a conflict error is returned.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The display name of the tag"},"tagDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"A description of the tag"}},"hostedApiKey":"none"},"circleback_delete_action_item":{"id":"circleback_delete_action_item","name":"Circleback Delete Action Item","description":"Deletes a Circleback action item. Returns the deleted action item.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"actionItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the action item"}},"hostedApiKey":"none"},"circleback_delete_meeting":{"id":"circleback_delete_meeting","name":"Circleback Delete Meeting","description":"Deletes a Circleback meeting. Only the owner of the meeting can delete it. Returns the deleted meeting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the meeting"}},"hostedApiKey":"none"},"circleback_delete_tag":{"id":"circleback_delete_tag","name":"Circleback Delete Tag","description":"Permanently deletes a Circleback tag and removes it from every meeting it was applied to.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the tag"}},"hostedApiKey":"none"},"circleback_get_company":{"id":"circleback_get_company","name":"Circleback Get Company","description":"Gets a company by its domain from Circleback, including its people and external links.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"The website domain of the company to fetch, such as example.com"}},"hostedApiKey":"none"},"circleback_get_meeting":{"id":"circleback_get_meeting","name":"Circleback Get Meeting","description":"Gets a Circleback meeting by ID, including notes, attendees, action items, insights, and recording details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the meeting"}},"hostedApiKey":"none"},"circleback_get_person":{"id":"circleback_get_person","name":"Circleback Get Person","description":"Gets a person by their profile ID from Circleback, including their profile details and external links.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"profileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the person profile"}},"hostedApiKey":"none"},"circleback_get_transcript":{"id":"circleback_get_transcript","name":"Circleback Get Transcript","description":"Gets the full transcript for a Circleback meeting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the meeting"}},"hostedApiKey":"none"},"circleback_list_action_items":{"id":"circleback_list_action_items","name":"Circleback List Action Items","description":"Lists action items across the authenticated user meetings, filtered by assignee, status, tags, and attendees. Defaults to incomplete action items assigned to the API key owner.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"assigneeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"The assignee scope to filter by: Me, NotMe, Profile, MyWorkspace, OutsideMyWorkspace, Unassigned, or Anyone. Defaults to Me"},"assigneeProfileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Profile ID of the assignee to filter by"},"assigneeTeamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team ID of the assignee to filter by"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Completion status to filter by: PENDING or DONE. Defaults to incomplete action items"},"attendeeProfileIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated profile IDs of meeting attendees to filter by"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to filter by"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_calendar_events":{"id":"circleback_list_calendar_events","name":"Circleback List Calendar Events","description":"Lists upcoming calendar events from the authenticated user connected calendars, with pagination and a configurable time window.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"startTimeLookbackHours":{"type":"string","required":false,"visibility":"user-or-llm","description":"How many hours in the past to include calendar meetings from"},"startTimeLookaheadHours":{"type":"string","required":false,"visibility":"user-or-llm","description":"How many hours in the future to include calendar meetings from"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"The direction calendar meetings are sorted in by start time: ascending or descending. Defaults to ascending"},"includeOfflineSingleAttendee":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to true to include calendar meetings that have no meeting link and only one attendee"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_companies":{"id":"circleback_list_companies","name":"Circleback List Companies","description":"Lists the companies whose people attend the authenticated user meetings, with optional tag filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs. Filters companies to those with meetings so tagged"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_meetings":{"id":"circleback_list_meetings","name":"Circleback List Meetings","description":"Lists meetings from Circleback with optional ownership, status, tag, and attendee filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"ownership":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which meetings to return: All, Mine, or Shared. Defaults to Mine"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated meeting statuses to filter by"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to filter by"},"attendeeProfileIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated profile IDs of attendees to filter by"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_people":{"id":"circleback_list_people","name":"Circleback List People","description":"Lists the people who attend the authenticated user meetings, ordered by most recent meeting, with optional company and tag filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"domains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated company domains to filter people by"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs. Filters people to attendees of meetings so tagged"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"The maximum number of people to return"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_tags":{"id":"circleback_list_tags","name":"Circleback List Tags","description":"Lists every tag available to the authenticated Circleback user.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"}},"hostedApiKey":"none"},"circleback_remove_tag_from_meetings":{"id":"circleback_remove_tag_from_meetings","name":"Circleback Remove Tag from Meetings","description":"Removes a Circleback tag from one or more meetings and returns the updated meetings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the tag to remove"},"meetingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated IDs of the meetings to remove the tag from"}},"hostedApiKey":"none"},"circleback_search_meetings":{"id":"circleback_search_meetings","name":"Circleback Search Meetings","description":"Searches Circleback meetings by name and content, with optional filters for specific meetings, tags, and people.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"searchTerm":{"type":"string","required":false,"visibility":"user-or-llm","description":"The text to search for across meeting names and content"},"meetingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated meeting IDs to restrict the search to"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to restrict the search to"},"attendeeProfileIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated profile IDs of attendees to restrict the search to"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_update_action_item":{"id":"circleback_update_action_item","name":"Circleback Update Action Item","description":"Updates the title, description, status, or assignee of a Circleback action item. Returns the updated action item.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"actionItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the action item"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new title of the action item"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new detailed description of the action item"},"assigneeProfileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The profile ID to assign the action item to, or the literal text null to remove the assignee"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"The completion status: PENDING or DONE"}},"hostedApiKey":"none"},"circleback_update_meeting":{"id":"circleback_update_meeting","name":"Circleback Update Meeting","description":"Updates the name, notes, or private notes of a Circleback meeting. The API returns only the fields that were updated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the meeting"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new name of the meeting"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new meeting notes in Markdown"},"privateNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"The authenticated user private notes for the meeting"}},"hostedApiKey":"none"},"circleback_update_tag":{"id":"circleback_update_tag","name":"Circleback Update Tag","description":"Updates the name or description of a Circleback tag.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the tag"},"tagName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new display name of the tag"},"tagDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new description of the tag"}},"hostedApiKey":"none"},"clay_populate":{"id":"clay_populate","name":"Clay Populate","description":"Populate Clay with data from a JSON file. Enables direct communication and notifications with timestamp tracking and channel confirmation.","version":"1.0.0","params":{"webhookURL":{"type":"string","required":true,"visibility":"user-only","description":"The webhook URL to populate"},"data":{"type":"json","required":true,"visibility":"user-or-llm","description":"The data to populate"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Optional auth token for Clay webhook authentication (most webhooks do not require this)"}},"hostedApiKey":"none"},"clerk_add_organization_member":{"id":"clerk_add_organization_member","name":"Add Organization Member in Clerk","description":"Add a user as a member of a Clerk organization with a given role","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the user to add as a member"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role to assign, e.g. org:admin or org:member"}},"hostedApiKey":"none"},"clerk_ban_user":{"id":"clerk_ban_user","name":"Ban User in Clerk","description":"Ban a user, preventing them from signing in","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to ban (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}},"hostedApiKey":"none"},"clerk_create_actor_token":{"id":"clerk_create_actor_token","name":"Create Actor Token in Clerk","description":"Create an actor token to impersonate a user (God Mode / act-as-user), e.g. for support tooling","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the user to impersonate"},"actor":{"type":"json","required":true,"visibility":"user-or-llm","description":"Actor JSON object identifying who is impersonating, must include a \\"sub\\" field, e.g. {\\"sub\\": \\"user_support_agent_id\\"}"},"expiresInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds until the token expires (default 3600)"},"sessionMaxDurationInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max duration in seconds for sessions created with this token (default 1800)"}},"hostedApiKey":"none"},"clerk_create_allowlist_identifier":{"id":"clerk_create_allowlist_identifier","name":"Create Allowlist Identifier in Clerk","description":"Add an email, phone number, or web3 wallet to your Clerk instance allowlist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, phone number, or web3 wallet to allow (wildcards like *@example.com supported for email)"},"notify":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to notify the identifier owner by email (default false)"}},"hostedApiKey":"none"},"clerk_create_blocklist_identifier":{"id":"clerk_create_blocklist_identifier","name":"Create Blocklist Identifier in Clerk","description":"Add an email, phone number, or web3 wallet to your Clerk instance blocklist to prevent sign-ups","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, phone number, or web3 wallet to block"}},"hostedApiKey":"none"},"clerk_create_organization":{"id":"clerk_create_organization","name":"Create Organization in Clerk","description":"Create a new organization in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the organization"},"createdBy":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the creator who will become admin (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slug identifier for the organization"},"maxAllowedMemberships":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum member capacity (0 for unlimited)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object)"}},"hostedApiKey":"none"},"clerk_create_organization_invitation":{"id":"clerk_create_organization_invitation","name":"Create Organization Invitation in Clerk","description":"Invite a user by email to join a Clerk organization with a given role","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"emailAddress":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the user to invite"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role to assign on acceptance, e.g. org:admin or org:member"},"inviterUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID of the inviter"},"redirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect to after the invitation is accepted"},"expiresInDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Days until the invitation expires (1-365, default 30)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON 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Until at least one policy is attached the application denies everyone, so pair this with \\"Create Access Policy\\". Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Application type: self_hosted, saas, ssh, vnc, app_launcher, warp, biso, bookmark, infrastructure, rdp, mcp, mcp_portal, or proxy_endpoint. dash_sso has no request variant and cannot be created through the API"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"The primary hostname and path secured by Access, e.g. internal.example.com or example.com/admin. Required for the self_hosted, ssh, vnc, and rdp types; optional for bookmark and mcp_portal; read-only for app_launcher, warp, biso, and proxy_endpoint; and absent from the saas, infrastructure, and mcp variants"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Friendly name shown in the dashboard and App Launcher"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long an Access session stays valid, e.g. 24h or 30m"},"allowedIdps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated identity provider IDs users may authenticate with. Leave empty to allow all configured providers"},"appLauncherVisible":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the application is shown in the App Launcher"},"autoRedirectToIdentity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users skip the identity provider picker"},"customDenyMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message shown to users who are denied access"},"customDenyUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL denied users are redirected to"},"logoUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Logo image URL shown in the dashboard and App Launcher"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag names categorizing the application"},"policies":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of policies to attach. Entries may be reusable policy IDs or inline policy objects, e.g. [\\"<POLICY_ID>\\"]"},"saasApp":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON SaaS configuration, required for the saas type and rejected on every other type. SAML, e.g. {\\"auth_type\\":\\"saml\\",\\"consumer_service_url\\":\\"https://example.com/acs\\",\\"sp_entity_id\\":\\"https://example.com\\"}; OIDC, e.g. {\\"auth_type\\":\\"oidc\\",\\"client_id\\":\\"...\\",\\"redirect_uris\\":[\\"https://example.com/callback\\"]}"},"targetCriteria":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of infrastructure target criteria, required for the infrastructure and rdp types and rejected on every other type, e.g. [{\\"port\\":22,\\"protocol\\":\\"SSH\\",\\"target_attributes\\":{\\"hostname\\":[\\"production\\"]}}]"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_access_policy":{"id":"cloudflare_create_access_policy","name":"Cloudflare Create Access Policy","description":"Creates a Cloudflare Access (Zero Trust) policy on an application, deciding who may reach it. A policy takes effect on live traffic as soon as it is created — an allow policy with a broad include rule grants access immediately. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID to attach the policy to"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the policy"},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"What the policy does when it matches: allow, deny, non_identity (service tokens and other non-identity rules), or bypass (skip Access entirely)"},"include":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with OR logic — matching any one selects the policy. Example: [{\\"email\\":{\\"email\\":\\"user@example.com\\"}}] or [{\\"email_domain\\":{\\"domain\\":\\"example.com\\"}}]"},"exclude":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with NOT logic — matching any one rejects the request"},"require":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with AND logic — all of them must match"},"precedence":{"type":"number","required":false,"visibility":"user-or-llm","description":"Evaluation order of the policy within the application"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long a session granted by this policy stays valid, e.g. 24h. Leave it unset on a policy attached to an infrastructure-typed application — Cloudflare rejects those with error 12130"},"approvalRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether an approver must grant each access request"},"isolationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the session must run in a remote isolated browser"},"purposeJustificationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users must state a reason for access"},"purposeJustificationPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Prompt shown when a justification is required"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_access_service_token":{"id":"cloudflare_create_access_service_token","name":"Cloudflare Create Access Service Token","description":"Creates a Cloudflare Access (Zero Trust) service token so a machine can authenticate to Access-protected applications. This is the only response that ever contains the client secret — Cloudflare will not return it again, so capture it in the same run. Requires an API token with Account Access: Service Tokens Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Service tokens are account-scoped"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the service token"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long the token stays valid before it expires, e.g. 8760h. Defaults to Cloudflare\'s standard lifetime"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_dns_record":{"id":"cloudflare_create_dns_record","name":"Cloudflare Create DNS Record","description":"Creates a new DNS record for a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to create the DNS record in"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\", \\"NS\\", \\"SRV\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record name (e.g., \\"example.com\\" or \\"subdomain.example.com\\")"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record content (e.g., IP address for A records, target for CNAME)"},"ttl":{"type":"number","required":false,"visibility":"user-or-llm","description":"Time to live in seconds (1 = automatic, default: 1)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable Cloudflare proxy (default: false)"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Record priority. Cloudflare accepts this top-level field for MX and URI records only; an SRV record carries its priority, weight, port, and target inside the record content instead"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment for the DNS record"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags for the DNS record"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_r2_bucket":{"id":"cloudflare_create_r2_bucket","name":"Cloudflare Create R2 Bucket","description":"Creates an R2 object storage bucket in an account. The location hint and jurisdiction are fixed at creation and cannot be changed later. Requires an API token with Account Workers R2 Storage Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"bucketName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new bucket"},"locationHint":{"type":"string","required":false,"visibility":"user-or-llm","description":"Region hint for where the bucket should live: apac, eeur, enam, weur, wnam, or oc. Cannot be changed after creation"},"storageClass":{"type":"string","required":false,"visibility":"user-or-llm","description":"Default storage class for objects: Standard or InfrequentAccess"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction to create the bucket in: default, eu, or fedramp. Cannot be changed after creation"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_rate_limit_rule":{"id":"cloudflare_create_rate_limit_rule","name":"Cloudflare Create Rate Limiting Rule","description":"Creates a rate limiting rule in the http_ratelimit phase entry point ruleset of a zone, using the current Rulesets-based rate limiting API (the legacy rate_limits endpoint is no longer available). Run \\"List Rate Limiting Rules\\" first to get the ruleset ID. Requires an API token with Zone WAF Edit.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to add the rate limiting rule to"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The http_ratelimit entry point ruleset ID, as returned by \\"List Rate Limiting Rules\\""},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting the requests the rule applies to, e.g. (http.request.uri.path matches \\"^/api/\\")"},"characteristics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated counting characteristics. cf.colo.id is mandatory. ip.src and cf.unique_visitor_id are mutually exclusive — include at most one. Example: cf.colo.id,ip.src"},"period":{"type":"number","required":true,"visibility":"user-or-llm","description":"Counting window in seconds. Cloudflare accepts only 10, 60, 120, 300, 600, or 3600"},"requestsPerPeriod":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of requests allowed within the counting period before the action fires"},"action":{"type":"string","required":false,"visibility":"user-or-llm","description":"Action applied once the limit is exceeded, e.g. block, managed_challenge, js_challenge, challenge, or log. Defaults to block"},"mitigationTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds the action stays applied after the limit is exceeded. Cloudflare accepts only 0, 10, 60, 120, 300, 600, 3600, or 86400"},"counting_expression":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional expression defining which requests are counted, when it differs from the matching expression"},"requestsToOrigin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only requests that reach the origin are counted"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_ruleset":{"id":"cloudflare_create_ruleset","name":"Cloudflare Create Ruleset","description":"Creates a zone ruleset for a phase, optionally seeded with its first rules. Use this when a phase has no entry point ruleset yet — reading the entry point returns 404 on a zone that has never had a rule in that phase, and rules can only be appended to a ruleset that already exists. Create the entry point with kind \\"zone\\" and the target phase (for example http_ratelimit for rate limiting rules or http_request_firewall_custom for WAF custom rules), then use the returned ruleset ID for later rule operations. Requires an API token with Zone WAF Edit (or another matching ruleset Edit permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to create the ruleset in"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Human-readable name for the ruleset"},"phase":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset phase, e.g. http_ratelimit, http_request_firewall_custom, http_request_firewall_managed, http_request_transform, http_request_dynamic_redirect"},"kind":{"type":"string","required":false,"visibility":"user-or-llm","description":"Ruleset kind: zone or custom. Use zone to create a phase entry point ruleset and custom for a ruleset an execute rule deploys. Defaults to zone. \\"root\\" is the account-level phase entry point and \\"managed\\" is Cloudflare-owned, so neither can be created on this zone-scoped endpoint"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the ruleset"},"rules":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of rules to seed the ruleset with, in evaluation order. Each rule takes action, expression, and optionally description, enabled, action_parameters, and ratelimit"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_ruleset_rule":{"id":"cloudflare_create_ruleset_rule","name":"Cloudflare Create Ruleset Rule","description":"Adds a rule to a zone ruleset. Use \\"Get Phase Entry Point Ruleset\\" first to find the ruleset ID for the phase you want (for example http_request_firewall_custom for a WAF custom rule, or http_request_firewall_managed with action \\"execute\\" to deploy a managed ruleset). The rule is appended to the end of the ruleset unless a position is given. Requires an API token with Zone WAF Edit (or another matching ruleset Write permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID to add the rule to"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"The action the rule performs. Valid values depend on the phase — e.g. block, challenge, js_challenge, managed_challenge, log, skip, or execute (to deploy a managed ruleset)"},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting matching requests, e.g. (ip.src.country in {\\"GB\\" \\"FR\\"}). Use \\"true\\" to match every request"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference tag that stays stable across rule updates"},"actionParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of action-specific parameters. For an \\"execute\\" rule this carries the managed ruleset id and any overrides, e.g. {\\"id\\":\\"<MANAGED_RULESET_ID>\\",\\"overrides\\":{\\"action\\":\\"log\\"}}"},"position":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object placing the rule within the ruleset. Exactly one of {\\"before\\":\\"<RULE_ID>\\"}, {\\"after\\":\\"<RULE_ID>\\"}, or {\\"index\\":<1-based position>}"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_zone":{"id":"cloudflare_create_zone","name":"Cloudflare Create Zone","description":"Adds a new zone (domain) to the Cloudflare account.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The domain name to add (e.g., \\"example.com\\")"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Zone type: \\"full\\" (Cloudflare manages DNS), \\"partial\\" (CNAME setup), or \\"secondary\\" (secondary DNS). Cloudflare also defines \\"internal\\", which is not creatable through this tool"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_access_application":{"id":"cloudflare_delete_access_application","name":"Cloudflare Delete Access Application","description":"Permanently deletes a Cloudflare Access (Zero Trust) application and every policy attached to it. The hostname it protected is immediately left without an Access identity check, so anyone who can reach it can reach the origin. This cannot be undone. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID to delete permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_access_policy":{"id":"cloudflare_delete_access_policy","name":"Cloudflare Delete Access Policy","description":"Permanently deletes a Cloudflare Access (Zero Trust) policy from an application. This changes who can reach the application the moment it runs: removing an allow policy locks out everyone it covered, and removing a deny or require policy drops that restriction. This cannot be undone. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID that owns the policy"},"policyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access policy ID to delete permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_dns_record":{"id":"cloudflare_delete_dns_record","name":"Cloudflare Delete DNS Record","description":"Deletes a DNS record from a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID containing the DNS record"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The DNS record ID to delete"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_r2_bucket":{"id":"cloudflare_delete_r2_bucket","name":"Cloudflare Delete R2 Bucket","description":"Permanently deletes an R2 object storage bucket. Cloudflare only deletes an empty bucket, and the deletion cannot be undone. Requires an API token with Account Workers R2 Storage Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"bucketName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the bucket to delete permanently"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction the bucket lives in: default, eu, or fedramp"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_ruleset_rule":{"id":"cloudflare_delete_ruleset_rule","name":"Cloudflare Delete Ruleset Rule","description":"Permanently deletes a rule from a zone ruleset. This takes effect immediately on live traffic and cannot be undone — deleting a WAF custom rule, a managed-ruleset deployment, or a rate limiting rule removes that protection from the zone. Also use this to delete rate limiting rules, which live in the http_ratelimit phase ruleset. Requires an API token with Zone WAF Edit (or another matching ruleset Write permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID containing the rule"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The rule ID to delete permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_zone":{"id":"cloudflare_delete_zone","name":"Cloudflare Delete Zone","description":"Deletes a zone (domain) from the Cloudflare account.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to delete"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_dns_analytics":{"id":"cloudflare_dns_analytics","name":"Cloudflare DNS Analytics","description":"Gets DNS analytics report for a zone including query counts and trends.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to get DNS analytics for"},"since":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date for analytics (ISO 8601, e.g., \\"2024-01-01T00:00:00Z\\") or relative (e.g., \\"-6h\\")"},"until":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date for analytics (ISO 8601, e.g., \\"2024-01-31T23:59:59Z\\") or relative (e.g., \\"now\\")"},"metrics":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated metrics to retrieve (e.g., \\"queryCount,uncachedCount,staleCount,responseTimeAvg,responseTimeMedian,responseTime90th,responseTime99th\\"). Optional in the API"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions to group by (e.g., \\"queryName,queryType,responseCode,responseCached,coloName,origin,dayOfWeek,tcp,ipVersion,querySizeBucket,responseSizeBucket\\")"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filters to apply to the data (e.g., \\"queryType==A\\")"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for the result set. Fields must be included in metrics or dimensions (e.g., \\"+queryCount\\" or \\"-responseTimeAvg\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_access_application":{"id":"cloudflare_get_access_application","name":"Cloudflare Get Access Application","description":"Reads a single Cloudflare Access (Zero Trust) application, including its attached policies. Requires an API token with Account Access: Apps and Policies Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID (or audience tag) to read"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_r2_bucket":{"id":"cloudflare_get_r2_bucket","name":"Cloudflare Get R2 Bucket","description":"Reads the metadata of a single R2 object storage bucket. Requires an API token with Account Workers R2 Storage Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"bucketName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the bucket to read"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction the bucket lives in: default, eu, or fedramp"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_ruleset":{"id":"cloudflare_get_ruleset","name":"Cloudflare Get Ruleset","description":"Reads a single zone ruleset including every rule it contains, in evaluation order. Requires an API token with Zone WAF Read (or another matching ruleset Read permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID to read"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_ruleset_entrypoint":{"id":"cloudflare_get_ruleset_entrypoint","name":"Cloudflare Get Phase Entry Point Ruleset","description":"Reads the entry point ruleset for a phase on a zone, including all of its rules. This is how you find the ruleset ID you need before adding, updating, or deleting a rule — for example http_request_firewall_custom for WAF custom rules, http_request_firewall_managed for managed-ruleset deployments and overrides, or http_ratelimit for rate limiting rules. Requires an API token with Zone WAF Read (or another matching ruleset Read permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to read the phase entry point for"},"phase":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset phase, e.g. http_request_firewall_custom, http_request_firewall_managed, http_ratelimit, http_request_transform, http_request_dynamic_redirect"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_tunnel":{"id":"cloudflare_get_tunnel","name":"Cloudflare Get Tunnel","description":"Reads a single Cloudflare Tunnel (cloudflared), including its health status and active connector connections. Requires an API token with Account Cloudflare Tunnel Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Tunnels are account-scoped"},"tunnelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tunnel ID to read"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_tunnel_configuration":{"id":"cloudflare_get_tunnel_configuration","name":"Cloudflare Get Tunnel Configuration","description":"Reads the configuration of a remotely-managed Cloudflare Tunnel — its ingress rules, origin request settings, and WARP routing. Only tunnels whose configuration source is \\"cloudflare\\" have a remote configuration; locally-managed tunnels keep it in their own config file. Requires an API token with Account Cloudflare Tunnel Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Tunnels are account-scoped"},"tunnelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tunnel ID to read the configuration for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_worker_script_settings":{"id":"cloudflare_get_worker_script_settings","name":"Cloudflare Get Worker Script Settings","description":"Reads the deployment settings of a single Workers script — bindings, compatibility date and flags, limits, observability, placement, and tail consumers. The plain \\"get script\\" endpoint in the Cloudflare API returns raw JavaScript source rather than JSON, so this settings endpoint is the structured way to inspect one script. Requires an API token with Account Workers Scripts Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Workers scripts are account-scoped"},"scriptName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Workers script to read settings for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_zone":{"id":"cloudflare_get_zone","name":"Cloudflare Get Zone","description":"Gets details for a specific zone (domain) by its ID.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to retrieve details for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_zone_settings":{"id":"cloudflare_get_zone_settings","name":"Cloudflare Get Zone Settings","description":"Reads zone settings such as SSL mode, minimum TLS version, security level, and caching level. Cloudflare retired the endpoint that read every setting in one request, so each setting is read individually — name the ones you need to keep the read small. Defaults to ssl, always_use_https, min_tls_version, tls_1_3, security_level, cache_level, browser_cache_ttl, development_mode, rocket_loader, email_obfuscation, hotlink_protection, ip_geolocation, http2, http3, websockets.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to get settings for"},"settingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated setting IDs to read, e.g. \\"ssl,min_tls_version,security_level\\". Leave blank to read the default set (ssl, always_use_https, min_tls_version, tls_1_3, security_level, cache_level, browser_cache_ttl, development_mode, rocket_loader, email_obfuscation, hotlink_protection, ip_geolocation, http2, http3, websockets). At most 40 settings per call."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_applications":{"id":"cloudflare_list_access_applications","name":"Cloudflare List Access Applications","description":"Lists the Cloudflare Access (Zero Trust) applications protecting an account. Requires an API token with Account Access: Apps and Policies Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by application name"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by the primary hostname the application secures"},"aud":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by application audience (AUD) tag"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across applications"},"exact":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the name and domain filters must match exactly"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of applications per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_groups":{"id":"cloudflare_list_access_groups","name":"Cloudflare List Access Groups","description":"Lists the reusable Cloudflare Access (Zero Trust) groups in an account. Groups bundle identity rules that policies can reference by ID. Requires an API token with Account Access: Organizations, Identity Providers, and Groups Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access groups are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by group name"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across groups"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of groups per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_identity_providers":{"id":"cloudflare_list_access_identity_providers","name":"Cloudflare List Access Identity Providers","description":"Lists the identity providers configured for Cloudflare Access (Zero Trust) in an account, such as Okta, Entra ID, Google Workspace, or a one-time PIN. Use the returned IDs to restrict an application with allowed_idps. Requires an API token with Account Access: Organizations, Identity Providers, and Groups Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Identity providers are account-scoped"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_policies":{"id":"cloudflare_list_access_policies","name":"Cloudflare List Access Policies","description":"Lists the Cloudflare Access (Zero Trust) policies attached to an application, in precedence order. Requires an API token with Account Access: Apps and Policies Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID whose policies should be listed"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of policies per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_service_tokens":{"id":"cloudflare_list_access_service_tokens","name":"Cloudflare List Access Service Tokens","description":"Lists the Cloudflare Access (Zero Trust) service tokens in an account, which let machines authenticate to Access-protected applications. Client secrets are never returned by this endpoint — only on creation. Requires an API token with Account Access: Service Tokens Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Service tokens are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by service token name"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across service tokens"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of service tokens per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_certificates":{"id":"cloudflare_list_certificates","name":"Cloudflare List Certificates","description":"Lists SSL/TLS certificate packs for a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list certificates for"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"all\\" to include every certificate pack regardless of status. Cloudflare documents no other value for this filter; omitting it returns only active packs"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number of paginated results (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of certificate packs per page (default: 20, min: 5, max: 50)"},"deploy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by deployment environment: \\"staging\\" or \\"production\\""},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_dns_records":{"id":"cloudflare_list_dns_records","name":"Cloudflare List DNS Records","description":"Lists DNS records for a specific zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list DNS records for"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record name (exact match)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record content (exact match)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page (default: 100, max: 5000000)"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc or desc)"},"match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Match logic for filters: any or all (default: all)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (type, name, content, ttl, proxied)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter by proxy status"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across record name, content, and value"},"tag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by an exact tag name"},"tag_match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag filter match logic: any or all. Only affects results when combined with multiple tag filter conditions; has no effect with the single exact-match Tag Filter above."},"commentFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter records by comment content (substring match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_managed_ruleset_overrides":{"id":"cloudflare_list_managed_ruleset_overrides","name":"Cloudflare List Managed Ruleset Overrides","description":"Lists the WAF managed rulesets deployed on a zone together with the overrides applied to each one. Cloudflare has no dedicated overrides endpoint — overrides live on the \\"execute\\" rules of the http_request_firewall_managed phase entry point ruleset, which this reads. Requires an API token with Zone WAF Read.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to read managed ruleset deployments and overrides for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_r2_buckets":{"id":"cloudflare_list_r2_buckets","name":"Cloudflare List R2 Buckets","description":"Lists the R2 object storage buckets in an account. Requires an API token with Account Workers R2 Storage Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"name_contains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return buckets whose name contains this substring"},"start_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bucket name to start listing after"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor returned by a previous call"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction by bucket name: asc or desc"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of buckets per page"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction to list within: default, eu, or fedramp"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_rate_limit_rules":{"id":"cloudflare_list_rate_limit_rules","name":"Cloudflare List Rate Limiting Rules","description":"Lists the rate limiting rules on a zone by reading the http_ratelimit phase entry point ruleset. This uses the current Rulesets-based rate limiting API; the legacy rate_limits endpoint is no longer available. The returned ruleset ID is what \\"Create Rate Limiting Rule\\", \\"Update Rate Limiting Rule\\", and \\"Delete Ruleset Rule\\" need. Requires an API token with Zone WAF Read.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list rate limiting rules for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_rulesets":{"id":"cloudflare_list_rulesets","name":"Cloudflare List Rulesets","description":"Lists every ruleset defined on a zone across all phases (WAF custom rules, managed rules, rate limiting, transform rules, and more). The list response deliberately omits the rules inside each ruleset — use \\"Get Ruleset\\" to read them. Requires an API token with Zone WAF Read (or another matching ruleset Read permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list rulesets for"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of rulesets to return per page"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page, taken from the cursor output of a previous call. This endpoint paginates by cursor, not by page number"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_tunnels":{"id":"cloudflare_list_tunnels","name":"Cloudflare List Tunnels","description":"Lists the Cloudflare Tunnels (cloudflared) in an account, with their health status and active connections. Requires an API token with Account Cloudflare Tunnel Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Tunnels are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by exact tunnel name"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by tunnel health: inactive, degraded, healthy, or down"},"uuid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by tunnel UUID"},"is_deleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to return deleted tunnels instead of active ones"},"include_prefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include tunnels whose name starts with this prefix"},"exclude_prefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exclude tunnels whose name starts with this prefix"},"existed_at":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return tunnels that existed at this RFC 3339 timestamp"},"was_active_at":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return tunnels that were active at this RFC 3339 timestamp"},"was_inactive_at":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return tunnels that were inactive at this RFC 3339 timestamp"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tunnels per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_worker_routes":{"id":"cloudflare_list_worker_routes","name":"Cloudflare List Worker Routes","description":"Lists the Workers routes on a zone, showing which URL patterns are handled by which Worker script. Unlike the Workers script endpoints, routes are zone-scoped. Requires an API token with Zone Workers Routes Read.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list Workers routes for. Routes are zone-scoped, not account-scoped"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_worker_scripts":{"id":"cloudflare_list_worker_scripts","name":"Cloudflare List Worker Scripts","description":"Lists the Workers scripts deployed in an account. Requires an API token with Account Workers Scripts Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Workers scripts are account-scoped"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter scripts by tag. Cloudflare expects a comma-separated list of tag:allowed pairs where allowed is yes or no, e.g. team:core:yes,deprecated:no"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_zones":{"id":"cloudflare_list_zones","name":"Cloudflare List Zones","description":"Lists all zones (domains) in the Cloudflare account.","version":"1.0.0","params":{"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter zones by domain name (e.g., \\"example.com\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by zone status: \\"initializing\\", \\"pending\\", \\"active\\", or \\"moved\\""},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of zones per page (default: 20, max: 50)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter zones by account ID"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (name, status, account.id, account.name, plan.id)"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Match logic for filters (any, all). Default: all"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_purge_cache":{"id":"cloudflare_purge_cache","name":"Cloudflare Purge Cache","description":"Purges cached content for a zone. Can purge everything or specific files/tags/hosts/prefixes.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to purge cache for"},"purge_everything":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to purge all cached content. Mutually exclusive with files, tags, hosts, and prefixes"},"files":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of URLs to purge from cache"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of cache tags to purge (Enterprise only)"},"hosts":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of hostnames to purge (Enterprise only)"},"prefixes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of URL prefixes to purge (Enterprise only)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_revoke_access_service_token":{"id":"cloudflare_revoke_access_service_token","name":"Cloudflare Revoke Access Service Token","description":"Permanently deletes a Cloudflare Access (Zero Trust) service token, revoking it. Every machine or integration still presenting that client ID and secret is locked out of the Access-protected applications immediately, and the secret cannot be recovered. This cannot be undone. Requires an API token with Account Access: Service Tokens Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Service tokens are account-scoped"},"serviceTokenId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The service token ID to revoke permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_access_application":{"id":"cloudflare_update_access_application","name":"Cloudflare Update Access Application","description":"Updates a Cloudflare Access (Zero Trust) application. Cloudflare does not document merge behavior for this PUT, so treat it as a replace: send every field the application should keep, because an omitted field may revert to its default and widen or break access. Read the current configuration with \\"Get Access Application\\" first. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID to update"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Application type: self_hosted, saas, ssh, vnc, app_launcher, warp, biso, bookmark, infrastructure, rdp, mcp, mcp_portal, or proxy_endpoint. dash_sso has no request variant and cannot be written through the API"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"The primary hostname and path secured by Access. Required for the self_hosted, ssh, vnc, and rdp types; optional for bookmark and mcp_portal; read-only for app_launcher, warp, biso, and proxy_endpoint; and absent from the saas, infrastructure, and mcp variants"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Friendly name shown in the dashboard and App Launcher"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long an Access session stays valid, e.g. 24h or 30m"},"allowedIdps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated identity provider IDs users may authenticate with"},"appLauncherVisible":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the application is shown in the App Launcher"},"autoRedirectToIdentity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users skip the identity provider picker"},"customDenyMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message shown to users who are denied access"},"customDenyUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL denied users are redirected to"},"logoUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Logo image URL shown in the dashboard and App Launcher"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag names categorizing the application"},"saasApp":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON SaaS configuration, required for the saas type and rejected on every other type. SAML, e.g. {\\"auth_type\\":\\"saml\\",\\"consumer_service_url\\":\\"https://example.com/acs\\",\\"sp_entity_id\\":\\"https://example.com\\"}; OIDC, e.g. {\\"auth_type\\":\\"oidc\\",\\"client_id\\":\\"...\\",\\"redirect_uris\\":[\\"https://example.com/callback\\"]}"},"targetCriteria":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of infrastructure target criteria, required for the infrastructure and rdp types and rejected on every other type, e.g. [{\\"port\\":22,\\"protocol\\":\\"SSH\\",\\"target_attributes\\":{\\"hostname\\":[\\"production\\"]}}]"},"policies":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of policies to attach. Entries may be reusable policy IDs or inline policy objects"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_access_policy":{"id":"cloudflare_update_access_policy","name":"Cloudflare Update Access Policy","description":"Updates a Cloudflare Access (Zero Trust) policy on an application. Cloudflare does not document merge behavior for this PUT, so treat it as a replace: send every rule the policy should keep, because an omitted exclude or require rule may be dropped and widen who gets in. The change applies to live traffic immediately. Read the current policy with \\"List Access Policies\\" first. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID that owns the policy"},"policyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access policy ID to update"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the policy"},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"What the policy does when it matches: allow, deny, non_identity, or bypass (skip Access entirely)"},"include":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with OR logic. Example: [{\\"email_domain\\":{\\"domain\\":\\"example.com\\"}}]"},"exclude":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with NOT logic"},"require":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with AND logic"},"precedence":{"type":"number","required":false,"visibility":"user-or-llm","description":"Evaluation order of the policy within the application"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long a session granted by this policy stays valid, e.g. 24h. Leave it unset on a policy attached to an infrastructure-typed application — Cloudflare rejects those with error 12130"},"approvalRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether an approver must grant each access request"},"isolationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the session must run in a remote isolated browser"},"purposeJustificationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users must state a reason for access"},"purposeJustificationPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Prompt shown when a justification is required"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_dns_record":{"id":"cloudflare_update_dns_record","name":"Cloudflare Update DNS Record","description":"Updates an existing DNS record for a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID containing the DNS record"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The DNS record ID to update"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"DNS record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"DNS record name"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"DNS record content (e.g., IP address)"},"ttl":{"type":"number","required":false,"visibility":"user-or-llm","description":"Time to live in seconds (1 = automatic)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable Cloudflare proxy"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Record priority. Cloudflare accepts this top-level field for MX and URI records only; an SRV record carries its priority, weight, port, and target inside the record content instead"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment for the DNS record"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags for the DNS record"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_rate_limit_rule":{"id":"cloudflare_update_rate_limit_rule","name":"Cloudflare Update Rate Limiting Rule","description":"Updates a rate limiting rule in the http_ratelimit phase entry point ruleset of a zone, using the current Rulesets-based rate limiting API. Cloudflare replaces the rule definition rather than merging it, so send the complete rule — every field you omit is reset. Run \\"List Rate Limiting Rules\\" first to read the current definition and get the ruleset ID. Requires an API token with Zone WAF Edit.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the rule"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The http_ratelimit entry point ruleset ID, as returned by \\"List Rate Limiting Rules\\""},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The rate limiting rule ID to update"},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting the requests the rule applies to"},"characteristics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated counting characteristics. cf.colo.id is mandatory. ip.src and cf.unique_visitor_id are mutually exclusive — include at most one."},"period":{"type":"number","required":true,"visibility":"user-or-llm","description":"Counting window in seconds. Cloudflare accepts only 10, 60, 120, 300, 600, or 3600"},"requestsPerPeriod":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of requests allowed within the counting period before the action fires"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action applied once the limit is exceeded: block, managed_challenge, js_challenge, challenge, or log. Required because this endpoint replaces the rule rather than merging into it — a defaulted action would silently convert an existing log or challenge rule into a hard block"},"mitigationTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds the action stays applied. Cloudflare accepts only 0, 10, 60, 120, 300, 600, 3600, or 86400"},"counting_expression":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional expression defining which requests are counted"},"requestsToOrigin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only requests that reach the origin are counted"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference tag that stays stable across rule updates. Because the update replaces the rule, omitting it resets the tag to the rule ID and breaks anything matching on the old value"},"actionParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of action-specific parameters for the mitigation action, e.g. {\\"response\\":{\\"status_code\\":429,\\"content\\":\\"{\\\\\\"error\\\\\\":\\\\\\"rate limited\\\\\\"}\\",\\"content_type\\":\\"application/json\\"}} for a custom block response. Because the update replaces the rule, omitting it resets action_parameters to {} and the rule falls back to Cloudflare\'s default block page"},"logging":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON logging configuration to preserve, e.g. {\\"enabled\\":true}. Omitting it on a rule that had logging configured resets it to the default"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_ruleset_rule":{"id":"cloudflare_update_ruleset_rule","name":"Cloudflare Update Ruleset Rule","description":"Updates a rule in a zone ruleset. Cloudflare replaces the rule definition rather than merging it, so you must send every field you want the rule to keep — any field you omit is reset to its default. Read the current rule with \\"Get Ruleset\\" first. Requires an API token with Zone WAF Edit (or another matching ruleset Write permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID containing the rule"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The rule ID to update"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"The action the rule performs, e.g. block, challenge, js_challenge, managed_challenge, log, skip, or execute. Required because this endpoint replaces the rule definition — omitting it resets the stored action"},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting matching requests. Required because this endpoint replaces the rule definition — omitting it resets the stored expression"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference tag that stays stable across rule updates. Because the update replaces the rule, omitting it resets the tag to the rule ID and breaks anything matching on the old value"},"actionParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of action-specific parameters, e.g. {\\"id\\":\\"<MANAGED_RULESET_ID>\\",\\"overrides\\":{\\"rules\\":[{\\"id\\":\\"<RULE_ID>\\",\\"action\\":\\"log\\",\\"enabled\\":true,\\"score_threshold\\":40}]}}. Required on an execute rule and must be sent on every update: the endpoint replaces the rule, so omitting it resets action_parameters to {} — which unbinds the managed ruleset the rule deploys and every override under it"},"ratelimit":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON rate limiting configuration to preserve on a rule in the http_ratelimit phase, e.g. {\\"characteristics\\":[\\"cf.colo.id\\",\\"ip.src\\"],\\"period\\":60,\\"requests_per_period\\":100}. Because the update replaces the rule, omitting this on a rate limiting rule stops it rate limiting"},"logging":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON logging configuration to preserve, e.g. {\\"enabled\\":true}. Omitting it on a rule that had logging configured resets it to the default"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_zone_setting":{"id":"cloudflare_update_zone_setting","name":"Cloudflare Update Zone Setting","description":"Updates a specific zone setting such as SSL mode, security level, cache level, or other configuration.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to update settings for"},"settingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Setting to update (e.g., \\"ssl\\", \\"security_level\\", \\"cache_level\\", \\"always_use_https\\", \\"browser_cache_ttl\\", \\"http3\\", \\"min_tls_version\\", \\"ciphers\\")"},"value":{"type":"string","required":true,"visibility":"user-or-llm","description":"New value for the setting as a string, or a JSON string for complex values (e.g., \\"full\\" for SSL, \\"medium\\" for security_level, \\"aggressive\\" for cache_level, [\\"ECDHE-RSA-AES128-GCM-SHA256\\"] for ciphers)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudformation_cancel_update_stack":{"id":"cloudformation_cancel_update_stack","name":"CloudFormation Cancel Update Stack","description":"Cancel an in-progress stack update and roll back to the last known stable state","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ID of the stack whose update should be cancelled"}},"hostedApiKey":"none"},"cloudformation_create_change_set":{"id":"cloudformation_create_change_set","name":"CloudFormation Create Change Set","description":"Preview the changes a stack create or update would make before applying them","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the stack to create or update (new name for CREATE type, existing name for UPDATE)"},"changeSetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new change set"},"templateBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML). Required unless usePreviousTemplate is true"},"usePreviousTemplate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Reuse the template currently associated with the stack (UPDATE change sets only)"},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template input parameters (e.g., [{\\"parameterKey\\": \\"InstanceType\\", \\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND)"},"changeSetType":{"type":"string","required":false,"visibility":"user-or-llm","description":"CREATE (default, new stack), UPDATE (existing stack), or IMPORT (import existing resources)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the change set for reference"}},"hostedApiKey":"none"},"cloudformation_create_stack":{"id":"cloudformation_create_stack","name":"CloudFormation Create Stack","description":"Create a new CloudFormation stack from a template","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new stack (must be unique in the Region)"},"templateBody":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML)"},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template input parameters (e.g., [{\\"parameterKey\\": \\"InstanceType\\", \\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND) required when the template creates IAM resources or uses macros"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the stack and its resources (e.g., [{\\"key\\": \\"env\\", \\"value\\": \\"prod\\"}])"},"onFailure":{"type":"string","required":false,"visibility":"user-or-llm","description":"Action to take on creation failure: ROLLBACK (default), DELETE, or DO_NOTHING"},"timeoutInMinutes":{"type":"number","required":false,"visibility":"user-or-llm","description":"Amount of time before the stack creation times out and rolls back"}},"hostedApiKey":"none"},"cloudformation_delete_stack":{"id":"cloudformation_delete_stack","name":"CloudFormation Delete Stack","description":"Delete a CloudFormation stack and its resources","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ID of the stack to delete"},"retainResources":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated logical resource IDs to retain instead of deleting (only applies to stacks in DELETE_FAILED state)"}},"hostedApiKey":"none"},"cloudformation_describe_change_set":{"id":"cloudformation_describe_change_set","name":"CloudFormation Describe Change Set","description":"View the resource changes a change set would make and its execution status","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"changeSetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ARN of the change set to describe"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name or ID of the stack the change set belongs to (required if changeSetName is not an ARN)"}},"hostedApiKey":"none"},"cloudformation_describe_stack_drift_detection_status":{"id":"cloudformation_describe_stack_drift_detection_status","name":"CloudFormation Describe Stack Drift Detection Status","description":"Check the status of a stack drift detection operation","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackDriftDetectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The drift detection ID returned by Detect Stack Drift"}},"hostedApiKey":"none"},"cloudformation_describe_stack_events":{"id":"cloudformation_describe_stack_events","name":"CloudFormation Describe Stack Events","description":"Get the event history for a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (default: 50)"}},"hostedApiKey":"none"},"cloudformation_describe_stacks":{"id":"cloudformation_describe_stacks","name":"CloudFormation Describe Stacks","description":"List and describe CloudFormation stacks","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Stack name or ID to describe (omit to list all stacks)"}},"hostedApiKey":"none"},"cloudformation_detect_stack_drift":{"id":"cloudformation_detect_stack_drift","name":"CloudFormation Detect Stack Drift","description":"Initiate drift detection on a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID to detect drift on"}},"hostedApiKey":"none"},"cloudformation_execute_change_set":{"id":"cloudformation_execute_change_set","name":"CloudFormation Execute Change Set","description":"Apply a previously created and reviewed change set to its stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"changeSetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ARN of the change set to execute"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name or ID of the stack the change set belongs to (required if changeSetName is not an ARN)"}},"hostedApiKey":"none"},"cloudformation_get_template":{"id":"cloudformation_get_template","name":"CloudFormation Get Template","description":"Retrieve the template body for a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID"},"templateStage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which template version to retrieve: Processed (default, with transforms applied) or Original (as submitted)"}},"hostedApiKey":"none"},"cloudformation_get_template_summary":{"id":"cloudformation_get_template_summary","name":"CloudFormation Get Template Summary","description":"Get a summary of a template or deployed stack: resource types, required capabilities, and parameters, without full validation","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"templateBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML). Required if stackName is not provided"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name or ID of a deployed stack to summarize instead of a template body"}},"hostedApiKey":"none"},"cloudformation_list_stack_resources":{"id":"cloudformation_list_stack_resources","name":"CloudFormation List Stack Resources","description":"List all resources in a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID"}},"hostedApiKey":"none"},"cloudformation_update_stack":{"id":"cloudformation_update_stack","name":"CloudFormation Update Stack","description":"Update an existing CloudFormation stack with a new or previous template","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ID of the stack to update"},"templateBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new CloudFormation template body (JSON or YAML). 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Requires the \\"Cases: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"caseIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike case IDs"}},"hostedApiKey":"none"},"crowdstrike_get_host_group_details":{"id":"crowdstrike_get_host_group_details","name":"CrowdStrike Get Host Group Details","description":"Get CrowdStrike Falcon host group records for one or more group IDs (GET /devices/entities/host-groups/v1). Requires the \\"Host groups: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"hostGroupIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike host group IDs"}},"hostedApiKey":"none"},"crowdstrike_get_indicator_details":{"id":"crowdstrike_get_indicator_details","name":"CrowdStrike Get Indicator Details","description":"Get custom CrowdStrike Falcon indicator of compromise (IOC) records for one or more IOC IDs (GET /iocs/entities/indicators/v1). Requires the \\"IOC Management: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"indicatorIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike IOC IDs"}},"hostedApiKey":"none"},"crowdstrike_get_rtr_command_status":{"id":"crowdstrike_get_rtr_command_status","name":"CrowdStrike Get RTR Command Status","description":"Get the status and output of a Real Time Response command by cloud request ID (GET /real-time-response/entities/command/v1). Long output is chunked across sequences, so increment the sequence ID to read the next chunk. Requires the \\"Real time response: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"cloudRequestId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloud request ID returned by Execute RTR Command"},"sequenceId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Output chunk to retrieve, starting at 0"}},"hostedApiKey":"none"},"crowdstrike_get_sensor_aggregates":{"id":"crowdstrike_get_sensor_aggregates","name":"CrowdStrike Get Sensor Aggregates","description":"Aggregate CrowdStrike Identity Protection sensors from a JSON aggregate query body (POST /identity-protection/aggregates/devices/GET/v1). These are the domain controllers Falcon Identity Protection monitors, not Falcon endpoint sensors. Requires the \\"Identity Protection Entities: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"aggregateQuery":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON aggregate query body documented by CrowdStrike for sensor aggregates"}},"hostedApiKey":"none"},"crowdstrike_get_sensor_details":{"id":"crowdstrike_get_sensor_details","name":"CrowdStrike Get Sensor Details","description":"Get CrowdStrike Identity Protection sensor details for one or more device IDs (POST /identity-protection/entities/devices/GET/v1). These are the domain controllers Falcon Identity Protection monitors, not Falcon endpoint sensors. Requires the \\"Identity Protection Entities: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"ids":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike sensor device IDs"}},"hostedApiKey":"none"},"crowdstrike_get_vulnerability_details":{"id":"crowdstrike_get_vulnerability_details","name":"CrowdStrike Get Vulnerability Details","description":"Get CrowdStrike Falcon Spotlight vulnerability records for one or more vulnerability IDs, including CVE, affected host, application, and remediation details (GET /spotlight/entities/vulnerabilities/v2). Requires the spotlight-vulnerabilities:read API scope, shown as \\"Vulnerabilities: Read\\" in the Falcon API client UI.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"vulnerabilityIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of Spotlight vulnerability IDs (maximum 400 per request)"}},"hostedApiKey":"none"},"crowdstrike_init_rtr_session":{"id":"crowdstrike_init_rtr_session","name":"CrowdStrike Init RTR Session","description":"Open a CrowdStrike Falcon Real Time Response session against a host so read-only commands can be run on it (POST /real-time-response/entities/sessions/v1). This connects a live remote shell to the endpoint. Requires the \\"Real time response: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"CrowdStrike host agent ID (AID) to open the session against"},"queueOffline":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Queue the session so it runs when an offline host comes back online"},"origin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional session origin string recorded by CrowdStrike"}},"hostedApiKey":"none"},"crowdstrike_perform_host_action":{"id":"crowdstrike_perform_host_action","name":"CrowdStrike Perform Host Action","description":"Act on CrowdStrike Falcon hosts (POST /devices/entities/devices-actions/v2). Actions: contain, lift_containment, hide_host, unhide_host, detection_suppress, detection_unsuppress. contain network-isolates the host so it can only reach the Falcon cloud; hide_host removes the host record from the console. Both are immediately disruptive. Up to 100 host IDs per call. Requires the \\"Hosts: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action to take: contain, lift_containment, hide_host, unhide_host, detection_suppress, or detection_unsuppress. \\"contain\\" network-isolates the host; \\"hide_host\\" removes it from the Falcon console."},"deviceIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of up to 100 CrowdStrike host agent IDs (AIDs) to act on"}},"hostedApiKey":"none"},"crowdstrike_perform_host_group_action":{"id":"crowdstrike_perform_host_group_action","name":"CrowdStrike Perform Host Group Action","description":"Add hosts to or remove hosts from a CrowdStrike Falcon static host group (POST /devices/entities/host-group-actions/v1). Group membership drives policy assignment, so changing it changes which policies apply to those hosts. Requires the \\"Host groups: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action to take: add-hosts or remove-hosts"},"hostGroupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"CrowdStrike host group ID to modify (static groups only)"},"deviceIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike host agent IDs (AIDs) to add to or remove from the group"}},"hostedApiKey":"none"},"crowdstrike_query_alerts":{"id":"crowdstrike_query_alerts","name":"CrowdStrike Query Alerts","description":"Search CrowdStrike Falcon alerts with a Falcon Query Language filter and return their composite IDs. Uses the current Alerts API (GET /alerts/queries/alerts/v2), which replaced the Detects API decommissioned on September 30, 2025. Requires the \\"Alerts: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter over alert fields"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across all alert metadata"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of alert IDs to return (max 10000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the alert query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"created_timestamp|desc\\""},"includeHidden":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include previously hidden alerts (CrowdStrike defaults this to true)"}},"hostedApiKey":"none"},"crowdstrike_query_cases":{"id":"crowdstrike_query_cases","name":"CrowdStrike Query Cases","description":"Search CrowdStrike Falcon Case Management cases with a Falcon Query Language filter and return their IDs (GET /cases/queries/cases/v1). Case Management supersedes the CrowdScore Incidents API, which CrowdStrike has removed from its published API spec. Requires the \\"Cases: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter. Exact-match fields include cid and id; wildcard fields include assigned_to_name and assigned_to_uuid; range fields include created_timestamp and updated_timestamp."},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across all case metadata"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of case IDs to return (max 10000, default 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the case query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"created_timestamp|desc\\" or \\"status|asc\\""}},"hostedApiKey":"none"},"crowdstrike_query_host_groups":{"id":"crowdstrike_query_host_groups","name":"CrowdStrike Query Host Groups","description":"Search CrowdStrike Falcon host groups with a Falcon Query Language filter and return their IDs (GET /devices/queries/host-groups/v1). Requires the \\"Host groups: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter over host group fields"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of host group IDs to return (1-5000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the host group query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"name.asc\\" or \\"modified_timestamp.desc\\""}},"hostedApiKey":"none"},"crowdstrike_query_indicators":{"id":"crowdstrike_query_indicators","name":"CrowdStrike Query Indicators","description":"Search custom CrowdStrike Falcon indicators of compromise (IOCs) with a Falcon Query Language filter and return their IDs (GET /iocs/queries/indicators/v1). Requires the \\"IOC Management: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter over IOC fields"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of IOC IDs to return (default 100). CrowdStrike publishes no maximum for this endpoint; Sim caps it at 500 to keep a single request bounded"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset. Mutually exclusive with the after cursor; use after beyond 10,000 IOCs."},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response. Mutually exclusive with offset."},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression. Supported fields include action, applied_globally, created_by, created_on, expiration, expired, modified_by, modified_on, severity_number, source, type, and value."}},"hostedApiKey":"none"},"crowdstrike_query_sensors":{"id":"crowdstrike_query_sensors","name":"CrowdStrike Query Sensors","description":"Search CrowdStrike Identity Protection sensors -- the domain controllers Falcon Identity Protection monitors, not Falcon endpoint sensors -- and return their device IDs (GET /identity-protection/queries/devices/v1). Sort uses the dot form, for example status.desc. Requires the \\"Identity Protection Entities: Read\\" API scope, a separate entitlement from Hosts and Alerts.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter for identity sensor search"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of sensor records to return"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the identity sensor query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression for identity sensor results"}},"hostedApiKey":"none"},"crowdstrike_query_vulnerabilities":{"id":"crowdstrike_query_vulnerabilities","name":"CrowdStrike Query Vulnerabilities","description":"Search CrowdStrike Falcon Spotlight vulnerabilities with a required Falcon Query Language filter and return their IDs (GET /spotlight/queries/vulnerabilities/v1). Requires the spotlight-vulnerabilities:read API scope, shown as \\"Vulnerabilities: Read\\" in the Falcon API client UI.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"Falcon Query Language filter (required by Spotlight). Filterable fields include status, aid, cid, last_seen_within, cve.id, cve.severity, cve.exprt_rating, cve.is_cisa_kev, cve.base_score, host_info.platform_name, host_info.groups, host_info.tags, host_info.internet_exposure, and suppression_info.is_suppressed."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of vulnerability IDs to return (1-400, default 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response. Spotlight does not support offset."},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"updated_timestamp|desc\\" or \\"closed_timestamp|asc\\""}},"hostedApiKey":"none"},"crowdstrike_update_alerts":{"id":"crowdstrike_update_alerts","name":"CrowdStrike Update Alerts","description":"Update CrowdStrike Falcon alerts by composite ID: change status, assign or unassign an analyst, add or remove tags, append a comment, or toggle visibility (PATCH /alerts/entities/alerts/v3). This modifies live alerts in the Falcon console. Requires the \\"Alerts: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"compositeIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike composite alert IDs to update"},"updateStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"New alert status: new, in_progress, reopened, or closed"},"assignToUuid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assign the alert to this Falcon user UUID"},"assignToUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assign the alert to this Falcon user ID, such as user@example.com"},"assignToName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assign the alert to this Falcon username, such as John Doe"},"unassign":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Clear the assigned user UUID, user ID, and username from the alert"},"appendComment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment to append to the alert in the Falcon console"},"addTag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag to add to the alert"},"removeTag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag to remove from the alert"},"removeTagsByPrefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Remove every tag on the alert that starts with this prefix"},"showInUi":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the alert is displayed in the Falcon console"},"actionParameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Raw JSON array of additional CrowdStrike action parameters, each shaped { \\"name\\": string, \\"value\\": string }"},"includeHidden":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include previously hidden alerts (CrowdStrike defaults this to true)"}},"hostedApiKey":"none"},"crowdstrike_update_indicators":{"id":"crowdstrike_update_indicators","name":"CrowdStrike Update Indicators","description":"Update custom CrowdStrike Falcon indicators of compromise by ID (PATCH /iocs/entities/indicators/v1). DESTRUCTIVE: omitted fields may be cleared, so read each indicator with crowdstrike_get_indicator_details first and resend its full field set with your edits applied. Changing action or scope changes prevention behavior fleet-wide. type and value are immutable. Requires the \\"IOC Management: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"indicators":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of indicators to update. Each entry requires id, and should also repeat every field it wants to keep: an updatable field the entry omits may be cleared. Updatable fields: action, severity, description, source, tags (array), platforms (array), applied_globally (boolean), host_groups (array), expiration (ISO 8601), mobile_action, metadata ({ filename }). type and value cannot be changed."},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Audit comment explaining why these indicators were updated"},"retrodetects":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to generate retroactive detections for the updated indicators"},"ignoreWarnings":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to apply the updates even when CrowdStrike returns warnings"}},"hostedApiKey":"none"},"crunchbase_autocomplete":{"id":"crunchbase_autocomplete","name":"Crunchbase Autocomplete","description":"Suggest Crunchbase entities matching a typed query, returning the permalinks and UUIDs the lookup and search operations take.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text to autocomplete against, e.g. \\"airbnb\\""},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Collections to search, e.g. [\\"organizations\\",\\"people\\"]. One or more of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights. Which of them your key can read depends on your Crunchbase package. Defaults to every collection."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Suggestions to return, max 25 (default 10)"}},"hostedApiKey":"none"},"crunchbase_get_acquisition":{"id":"crunchbase_get_acquisition","name":"Crunchbase Get Acquisition","description":"Look up a single Crunchbase acquisition by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Acquisition permalink or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Acquisition fields to return, e.g. [\\"identifier\\",\\"acquiree_identifier\\",\\"acquirer_identifier\\",\\"price\\"]. Defaults to identifier, acquiree_identifier, acquirer_identifier, announced_on, completed_on, price, acquisition_type, status, terms, short_description, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"acquiree_organization\\",\\"acquirer_organization\\"]. Available: acquiree_organization, acquirer_organization, fields, press_references. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_get_entity":{"id":"crunchbase_get_entity","name":"Crunchbase Get Entity","description":"Look up a single entity in any Crunchbase collection — events, jobs, ipos, funds, investments, press references, insights, predictions, and more — by permalink or UUID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":true,"visibility":"user-or-llm","description":"Collection the entity belongs to. One of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights."},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity permalink or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Fields to return for the chosen collection, e.g. [\\"identifier\\",\\"short_description\\"]. Leave empty to accept the default projection the API returns; list the valid ids with the Get Fields Metadata operation."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include. The valid ids differ per collection, and a card returns at most 100 items — use the Get Entity Card operation to page past that."}},"hostedApiKey":"none"},"crunchbase_get_entity_card":{"id":"crunchbase_get_entity_card","name":"Crunchbase Get Entity Card","description":"Page through one related-entity card of a Crunchbase entity — an investor\'s investments, a company\'s founders, a round\'s investors — past the 100-item cap an inline card request returns.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":true,"visibility":"user-or-llm","description":"Collection the entity belongs to. One of: acquisitions, addresses, categories, category_groups, degrees, event_appearances, events, funding_rounds, funds, investments, ipos, jobs, market_insights, micro_categories, organizations, ownerships, people."},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity permalink or UUID"},"cardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Card to page through, e.g. \\"participated_investments\\" on a person, \\"founders\\" on an organization, or \\"investors\\" on a funding round. Valid ids differ per collection."},"cardFieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Fields to return on each card item, e.g. [\\"identifier\\",\\"announced_on\\",\\"money_raised\\"]. The identifier is always requested alongside these, because the next-page cursor is read from it."},"cardOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression for the card, e.g. \\"funding_round_money_raised desc\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Card items to return per page, 1-100"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last card item on the current page, to fetch the next page"},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first card item on the current page, to fetch the previous page"}},"hostedApiKey":"none"},"crunchbase_get_fields_metadata":{"id":"crunchbase_get_fields_metadata","name":"Crunchbase Get Fields Metadata","description":"List the field ids, types, and descriptions each Crunchbase collection publishes, which is how the field_ids and query predicates of the other operations are discovered.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Collections to describe, e.g. [\\"organizations\\",\\"people\\"]. One or more of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights. Which of them your key can read depends on your Crunchbase package. Defaults to every collection."}},"hostedApiKey":"none"},"crunchbase_get_funding_round":{"id":"crunchbase_get_funding_round","name":"Crunchbase Get Funding Round","description":"Look up a single Crunchbase funding round by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Funding round permalink (e.g. \\"tesla-motors-series-c--12345678\\") or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Funding round fields to return, e.g. [\\"identifier\\",\\"announced_on\\",\\"money_raised\\",\\"investor_identifiers\\"]. Defaults to identifier, announced_on, investment_type, investment_stage, money_raised, funded_organization_identifier, investor_identifiers, lead_investor_identifiers, num_investors, short_description, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"investors\\",\\"organization\\"]. Available: fields, investments, investors, lead_investors, organization, partners, press_references. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_get_organization":{"id":"crunchbase_get_organization","name":"Crunchbase Get Organization","description":"Look up a single Crunchbase organization by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization permalink (e.g. \\"tesla-motors\\") or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization fields to return, e.g. [\\"identifier\\",\\"name\\",\\"founded_on\\",\\"categories\\"]. Defaults to identifier, name, short_description, website_url, linkedin, location_identifiers, categories, founded_on, num_employees_enum, operating_status, rank_org, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"founders\\",\\"headquarters_address\\"]. Available on every license tier: child_organizations, child_ownerships, event_appearances, fields, founders, headquarters_address, parent_organization, parent_ownership. Richer packages add acquiree_acquisitions, acquirer_acquisitions, investors, ipos, jobs, participated_funding_rounds, participated_funds, participated_investments, press_references, raised_funding_rounds, raised_funds, raised_investments. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_get_person":{"id":"crunchbase_get_person","name":"Crunchbase Get Person","description":"Look up a single Crunchbase person by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person permalink (e.g. \\"elon-musk\\") or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Person fields to return, e.g. [\\"identifier\\",\\"name\\",\\"primary_job_title\\",\\"primary_organization\\"]. Defaults to identifier, name, first_name, last_name, primary_job_title, primary_organization, short_description, location_identifiers, linkedin, rank_person, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"jobs\\",\\"primary_organization\\"]. Available on every license tier: degrees, event_appearances, fields, founded_organizations, jobs, primary_job, primary_organization. Advanced Financials adds participated_funding_rounds, participated_funds, participated_investments, partner_funding_rounds, partner_investments, press_references. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_list_deleted_entities":{"id":"crunchbase_list_deleted_entities","name":"Crunchbase List Deleted Entities","description":"List entities Crunchbase has deleted, so a mirrored copy can be pruned in step with the source.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict the feed to a single collection: acquisitions, categories, event_appearances, events, funding_rounds, funds, investments, ipos, jobs, locations, organizations, ownerships, people, or press_references. Which of them your key can read depends on your Crunchbase package. Leave empty to read the feed across collections."},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Collections to include when reading the cross-collection feed, e.g. [\\"organizations\\",\\"people\\"]. One or more of: acquisitions, categories, event_appearances, events, funding_rounds, funds, investments, ipos, jobs, locations, organizations, ownerships, people, press_references. Ignored when a single collection is set."},"deletedAtOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by deletion time: \\"asc\\" (default) or \\"desc\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return per page, 1-25 (default 10)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last row on the current page, to fetch the next page"},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first row on the current page, to fetch the previous page"}},"hostedApiKey":"none"},"crunchbase_search_acquisitions":{"id":"crunchbase_search_acquisitions","name":"Crunchbase Search Acquisitions","description":"Search Crunchbase acquisitions with filter predicates on announced date, price, acquisition type, and the companies involved.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"announced_on\\",\\"operator_id\\":\\"gte\\",\\"values\\":[\\"2026-01-01\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Acquisition fields to return as columns, e.g. [\\"identifier\\",\\"acquiree_identifier\\",\\"acquirer_identifier\\",\\"price\\"]. Defaults to identifier, acquiree_identifier, acquirer_identifier, announced_on, completed_on, price, acquisition_type, status, terms, short_description, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"announced_on\\",\\"sort\\":\\"desc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_entities":{"id":"crunchbase_search_entities","name":"Crunchbase Search Entities","description":"Search any Crunchbase collection — events, jobs, ipos, funds, investments, press references, layoffs, insights, predictions, and more — with filter predicates.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":true,"visibility":"user-or-llm","description":"Collection to search. One of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights."},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates."},"fieldIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to return as columns for the chosen collection, e.g. [\\"identifier\\",\\"short_description\\"]. Required — the valid ids differ per collection; list them with the Get Fields Metadata operation."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"updated_at\\",\\"sort\\":\\"desc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_funding_rounds":{"id":"crunchbase_search_funding_rounds","name":"Crunchbase Search Funding Rounds","description":"Search Crunchbase funding rounds with filter predicates on announced date, investment type, amount raised, and investors.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"announced_on\\",\\"operator_id\\":\\"gte\\",\\"values\\":[\\"2026-01-01\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Funding round fields to return as columns, e.g. [\\"identifier\\",\\"announced_on\\",\\"money_raised\\",\\"investor_identifiers\\"]. Defaults to identifier, announced_on, investment_type, investment_stage, money_raised, funded_organization_identifier, investor_identifiers, lead_investor_identifiers, num_investors, short_description, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"announced_on\\",\\"sort\\":\\"desc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_organizations":{"id":"crunchbase_search_organizations","name":"Crunchbase Search Organizations","description":"Search Crunchbase companies, investors, and schools with filter predicates on funding, headcount, location, category, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"categories\\",\\"operator_id\\":\\"includes\\",\\"values\\":[\\"biotechnology\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization fields to return as columns, e.g. [\\"identifier\\",\\"name\\",\\"founded_on\\",\\"categories\\"]. Defaults to identifier, name, short_description, website_url, linkedin, location_identifiers, categories, founded_on, num_employees_enum, operating_status, rank_org, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"rank_org\\",\\"sort\\":\\"asc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_people":{"id":"crunchbase_search_people","name":"Crunchbase Search People","description":"Search Crunchbase people — founders, executives, and investors — with filter predicates on job title, organization, location, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"primary_job_title\\",\\"operator_id\\":\\"contains\\",\\"values\\":[\\"Founder\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Person fields to return as columns, e.g. [\\"identifier\\",\\"name\\",\\"primary_job_title\\",\\"primary_organization\\"]. Defaults to identifier, name, first_name, last_name, primary_job_title, primary_organization, short_description, location_identifiers, linkedin, rank_person, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"rank_person\\",\\"sort\\":\\"asc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"cursor_add_followup":{"id":"cursor_add_followup","name":"Cursor Add Follow-up","description":"Add a follow-up instruction to an existing cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"followupPromptText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The follow-up instruction text for the agent"},"promptImages":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of image objects with base64 data and dimensions (max 5)"}},"hostedApiKey":"none"},"cursor_add_followup_v2":{"id":"cursor_add_followup_v2","name":"Cursor Add Follow-up","description":"Add a follow-up instruction to an existing cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"followupPromptText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The follow-up instruction text for the agent"},"promptImages":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of image objects with base64 data and dimensions (max 5)"}},"hostedApiKey":"none"},"cursor_delete_agent":{"id":"cursor_delete_agent","name":"Cursor Delete Agent","description":"Permanently delete a cloud agent. This action cannot be undone.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_delete_agent_v2":{"id":"cursor_delete_agent_v2","name":"Cursor Delete Agent","description":"Permanently delete a cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_download_artifact":{"id":"cursor_download_artifact","name":"Cursor Download Artifact","description":"Download a generated artifact file from a cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Absolute path of the artifact to download (e.g., /src/index.ts)"}},"hostedApiKey":"none"},"cursor_download_artifact_v2":{"id":"cursor_download_artifact_v2","name":"Cursor Download Artifact","description":"Download a generated artifact file from a cloud agent. Returns the file for execution storage.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Absolute path of the artifact to download (e.g., /src/index.ts)"}},"hostedApiKey":"none"},"cursor_get_agent":{"id":"cursor_get_agent","name":"Cursor Get Agent","description":"Retrieve the current status and results of a cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_get_agent_v2":{"id":"cursor_get_agent_v2","name":"Cursor Get Agent","description":"Retrieve the current status and results of a cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_get_api_key_info":{"id":"cursor_get_api_key_info","name":"Cursor Get API Key Info","description":"Retrieve details about the API key currently in use.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}},"hostedApiKey":"none"},"cursor_get_api_key_info_v2":{"id":"cursor_get_api_key_info_v2","name":"Cursor Get API Key Info","description":"Retrieve details about the API key currently in use. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}},"hostedApiKey":"none"},"cursor_get_conversation":{"id":"cursor_get_conversation","name":"Cursor Get Conversation","description":"Retrieve the conversation history of a cloud agent, including all user prompts and assistant responses.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_get_conversation_v2":{"id":"cursor_get_conversation_v2","name":"Cursor Get Conversation","description":"Retrieve the conversation history of a cloud agent, including all user prompts and assistant responses. 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Range: \\"0s\\" or \\"5s\\" to \\"50s\\". 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Use this after Execute SQL when a query runs longer than the wait timeout.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"statementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the statement to fetch (returned by Execute SQL)"}},"hostedApiKey":"none"},"databricks_list_clusters":{"id":"databricks_list_clusters","name":"Databricks List Clusters","description":"List all clusters in a Databricks workspace including their state, configuration, and resource details.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"}},"hostedApiKey":"none"},"databricks_list_jobs":{"id":"databricks_list_jobs","name":"Databricks List Jobs","description":"List all jobs in a Databricks workspace with optional filtering by name.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of jobs to return (range 1-100, default 20)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter jobs by exact name (case-insensitive)"},"expandTasks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include task and cluster details in the response (max 100 elements)"}},"hostedApiKey":"none"},"databricks_list_runs":{"id":"databricks_list_runs","name":"Databricks List Runs","description":"List job runs in a Databricks workspace with optional filtering by job, status, and time range.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter runs by job ID. 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Use for deployment notifications, alerts, or any significant occurrences.","version":"1.0.0","params":{"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event title"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event body/description. 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The default incident type is used when omitted"},"isTest":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether this is a test incident"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of user-defined incident fields, e.g. {\\"severity\\": {\\"type\\": \\"dropdown\\", \\"value\\": \\"SEV-2\\"}}"},"notificationHandles":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated handles to notify on creation (e.g., \\"@slack-incidents,@user@example.com\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_create_monitor":{"id":"datadog_create_monitor","name":"Datadog Create Monitor","description":"Create a new monitor/alert in Datadog. Monitors can track metrics, service checks, events, and more.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor name"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor type: metric alert, service check, event alert, process alert, log alert, query alert, composite, synthetics alert, slo alert"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor query (e.g., \\"avg(last_5m):avg:system.cpu.idle{*} < 20\\", \\"logs(\\"status:error\\").index(\\"main\\").rollup(\\"count\\").last(\\"5m\\") > 100\\")"},"message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message to include with notifications. Can include @-mentions and markdown."},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Monitor priority (1-5, where 1 is highest)"},"options":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of monitor options (thresholds, notify_no_data, renotify_interval, etc.)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_create_slo":{"id":"datadog_create_slo","name":"Datadog Create SLO","description":"Create a service level objective from a metric query, monitors, or a time-slice condition.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the SLO (e.g., \\"Checkout API availability\\")"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"SLO type: \\"metric\\" (supply query) or \\"monitor\\" (supply monitorIds). Time-slice SLOs are not supported here because they need an SLI specification this tool does not send."},"thresholds":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of thresholds, e.g. [{\\"timeframe\\": \\"30d\\", \\"target\\": 99.9, \\"warning\\": 99.95}]"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the SLO"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"env:prod,team:core\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"For metric SLOs, JSON with numerator and denominator, e.g. {\\"numerator\\": \\"sum:requests{status:ok}.as_count()\\", \\"denominator\\": \\"sum:requests{*}.as_count()\\"}"},"monitorIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"For monitor SLOs, comma-separated monitor IDs (e.g., \\"123,456\\")"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"For monitor SLOs with a single monitor, comma-separated monitor groups (e.g., \\"env:prod,role:mysql\\")"},"targetThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Primary target threshold (e.g., 99.9)"},"warningThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Primary warning threshold, must be greater than the target (e.g., 99.95)"},"timeframe":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary timeframe: \\"7d\\", \\"30d\\", or \\"90d\\""},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_delete_dashboard":{"id":"datadog_delete_dashboard","name":"Datadog Delete Dashboard","description":"Delete a dashboard by ID.","version":"1.0.0","params":{"dashboardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the dashboard to delete"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_delete_slo":{"id":"datadog_delete_slo","name":"Datadog Delete SLO","description":"Permanently delete a service level objective. 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Requires the Incident Management `incident_read` permission; the Incidents API is in public beta.","version":"1.0.0","params":{"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the incident (e.g., \\"00000000-0000-0000-1234-000000000000\\")"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated related resources to include (e.g., \\"users\\", \\"attachments\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_monitor":{"id":"datadog_get_monitor","name":"Datadog Get Monitor","description":"Retrieve details of a specific monitor by ID.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to retrieve (e.g., \\"12345678\\")"},"groupStates":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated group states to include. Valid values are \\"all\\", \\"alert\\", \\"warn\\", and \\"no data\\" (e.g., \\"alert,warn\\")."},"withDowntimes":{"type":"boolean","required":false,"visibility":"user-only","description":"Include downtime data with the monitor"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_security_signal":{"id":"datadog_get_security_signal","name":"Datadog Get Security Signal","description":"Get the details of a single Cloud SIEM security signal. 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When supplied, the response includes the remaining error budget for a custom timeframe"},"applyCorrection":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to apply SLO corrections (defaults to true)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_synthetics_results":{"id":"datadog_get_synthetics_results","name":"Datadog Get Synthetic Test Results","description":"Get the latest result summaries (up to the last 150 runs) for a Synthetic API test.","version":"1.0.0","params":{"publicId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The public ID of the Synthetic API test"},"fromTs":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timestamp in milliseconds from which to start querying results"},"toTs":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timestamp in milliseconds up to which to query results"},"probeDc":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated locations to query results for (e.g., \\"aws:eu-west-3\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_synthetics_test":{"id":"datadog_get_synthetics_test","name":"Datadog Get Synthetic Test","description":"Get the configuration of a Synthetic test by public ID. 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Requires the `apm_service_catalog_read` permission.","version":"1.0.0","params":{"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of service definitions per page (default: 10, max: 100)"},"pageNumber":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page to retrieve, starting at zero"},"schemaVersion":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schema version to return (e.g., \\"v2\\", \\"v2.1\\", \\"v2.2\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_list_slos":{"id":"datadog_list_slos","name":"Datadog List SLOs","description":"List service level objectives, optionally filtered by IDs, name, tags, or underlying metrics query.","version":"1.0.0","params":{"ids":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SLO IDs to fetch (e.g., \\"id1,id2\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter results by SLO name (e.g., \\"checkout latency\\")"},"tagsQuery":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter results by a single SLO tag (e.g., \\"env:prod\\")"},"metricsQuery":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter results by SLO numerator and denominator (e.g., \\"aws.elb.request_count\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of SLOs to return (default: 1000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset of the first SLO returned (e.g., 0, 50)"},"isDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"Return only deleted SLOs"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_list_synthetics_tests":{"id":"datadog_list_synthetics_tests","name":"Datadog List Synthetic Tests","description":"List all Synthetic tests (API, browser, and mobile) with their current status.","version":"1.0.0","params":{"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tests returned per page (default: 100)"},"pageNumber":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page to retrieve, starting at zero"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_mute_monitor":{"id":"datadog_mute_monitor","name":"Datadog Mute Monitor","description":"Mute a monitor to temporarily suppress its notifications. Use Unmute Monitor to reverse it, or schedule a downtime instead when you want a planned, auditable maintenance window.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to mute (e.g., \\"12345678\\")"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope to mute (e.g., \\"host:myhost\\", \\"env:prod\\"). If not specified, mutes all scopes."},"end":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp in seconds when the mute should end (e.g., 1705323600). 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Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for events (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for events (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across event summary, description, location, attendees, and organizer"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving the next page of results"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events: startTime (chronological, the default) or updated (last-modified). startTime is always valid here because singleEvents is set."},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted events"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_move":{"id":"google_calendar_move","name":"Google Calendar Move Event","description":"Move an event to a different calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_move_v2":{"id":"google_calendar_move_v2","name":"Google Calendar Move Event","description":"Move an event to a different calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_quick_add":{"id":"google_calendar_quick_add","name":"Google Calendar Quick Add","description":"Create events from natural language text","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_quick_add_v2":{"id":"google_calendar_quick_add_v2","name":"Google Calendar Quick Add","description":"Create events from natural language text. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_share_calendar":{"id":"google_calendar_share_calendar","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar by creating an ACL rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_share_calendar_v2":{"id":"google_calendar_share_calendar_v2","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_unshare_calendar":{"id":"google_calendar_unshare_calendar","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_unshare_calendar_v2":{"id":"google_calendar_unshare_calendar_v2","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update":{"id":"google_calendar_update","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. Requires a timeZone for timed events."},"addGoogleMeet":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach a Google Meet video conference link to the event"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_acl":{"id":"google_calendar_update_acl","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_acl_v2":{"id":"google_calendar_update_acl_v2","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_calendar":{"id":"google_calendar_update_calendar","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata (title, description, location, time zone)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_calendar_v2":{"id":"google_calendar_update_calendar_v2","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_v2":{"id":"google_calendar_update_v2","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. Requires a timeZone for timed events."},"addGoogleMeet":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach a Google Meet video conference link to the event"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_contacts_create":{"id":"google_contacts_create","name":"Google Contacts Create","description":"Create a new contact in Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"givenName":{"type":"string","required":true,"visibility":"user-or-llm","description":"First name of the contact"},"familyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the contact"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the contact"},"emailType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email type: home, work, or other"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number of the contact"},"phoneType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone type: mobile, home, work, or other"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization/company name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title at the organization"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Notes or biography for the contact"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_delete":{"id":"google_contacts_delete","name":"Google Contacts Delete","description":"Delete a contact from Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"resourceName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resource name of the contact to delete (e.g., people/c1234567890)"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_get":{"id":"google_contacts_get","name":"Google Contacts Get","description":"Get a specific contact from Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"resourceName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resource name of the contact (e.g., people/c1234567890)"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_list":{"id":"google_contacts_list","name":"Google Contacts List","description":"List contacts from Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of contacts to return (1-1000, default 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous list request for pagination"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for contacts"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_search":{"id":"google_contacts_search","name":"Google Contacts Search","description":"Search contacts in Google Contacts by name, email, phone, or organization","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query to match against contact names, emails, phones, and organizations"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default 10, max 30)"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_update":{"id":"google_contacts_update","name":"Google Contacts Update","description":"Update an existing contact in Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"resourceName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resource name of the contact (e.g., people/c1234567890)"},"etag":{"type":"string","required":true,"visibility":"user-or-llm","description":"ETag from a previous get request (required for concurrency control)"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated first name"},"familyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated last name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated email address"},"emailType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email type: home, work, or other"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated phone number"},"phoneType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone type: mobile, home, work, or other"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated organization/company name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated job title"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated notes or biography"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_docs_create":{"id":"google_docs_create","name":"Create Google Docs Document","description":"Create a new Google Docs document","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the document to create"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content of the document to create"},"folderSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Drive folder ID to create the document in (e.g., 1ABCxyz...)"},"folderId":{"type":"string","required":false,"visibility":"hidden","description":"The ID of the folder to create the document in (internal use)"},"markdown":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, content is interpreted as Markdown and converted to formatted Google Docs content (headings, bold/italic, lists, tables, links, code blocks, blockquotes). Default: false (content inserted as plain text)."}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_create_named_range":{"id":"google_docs_create_named_range","name":"Create Named Range in Google Docs Document","description":"Create a named range over a span of content in a Google Docs document so it can be referenced or deleted later. The name may be 1-256 characters and need not be unique.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the document to update"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the range to create (1-256 characters)"},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start character index (the document body starts at index 1) of the range (inclusive)"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end character index of the range (exclusive)"}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_create_paragraph_bullets":{"id":"google_docs_create_paragraph_bullets","name":"Create Paragraph Bullets in Google Docs Document","description":"Add bulleted or numbered list formatting to the paragraphs overlapping a range of text in a Google Docs document, using a chosen bullet glyph preset.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the document to update"},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start character index (the document body starts at index 1) of the range to bullet (inclusive)"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end character index of the range to bullet (exclusive)"},"bulletPreset":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bullet glyph preset to apply. Defaults to BULLET_DISC_CIRCLE_SQUARE. Examples: BULLET_DISC_CIRCLE_SQUARE, BULLET_CHECKBOX, NUMBERED_DECIMAL_ALPHA_ROMAN, NUMBERED_DECIMAL_NESTED."}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_delete_content_range":{"id":"google_docs_delete_content_range","name":"Delete Content Range in Google Docs Document","description":"Delete all content between a start and end character index in a Google Docs document. 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Use Get Spreadsheet to find sheet IDs."},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start row index (0-based, inclusive) of the rows to delete"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end row index (0-based, exclusive) of the rows to delete"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_delete_sheet_v2":{"id":"google_sheets_delete_sheet_v2","name":"Delete Sheet V2","description":"Delete a sheet/tab from a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The numeric ID of the sheet/tab to delete (not the sheet name). Use Get Spreadsheet to find sheet IDs."}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_delete_spreadsheet_v2":{"id":"google_sheets_delete_spreadsheet_v2","name":"Delete Spreadsheet V2","description":"Permanently delete a Google Sheets spreadsheet using the Google Drive API","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Google Sheets spreadsheet to delete"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_get_spreadsheet_v2":{"id":"google_sheets_get_spreadsheet_v2","name":"Get Spreadsheet Info V2","description":"Get metadata about a Google Sheets spreadsheet including title and sheet list","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"includeGridData":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include grid data (cell values). Defaults to false."}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_read":{"id":"google_sheets_read","name":"Read from Google Sheets","description":"Read data from a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet (found in the URL: docs.google.com/spreadsheets/d/{SPREADSHEET_ID}/edit)."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to read (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\"). Defaults to first sheet A1:Z1000 if not specified."}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_read_v2":{"id":"google_sheets_read_v2","name":"Read from Google Sheets V2","description":"Read data from a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to read from"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to read (e.g. \\"A1:D10\\"). Defaults to \\"A1:Z1000\\" if not specified."},"filterColumn":{"type":"string","required":false,"visibility":"user-or-llm","description":"Column name (from the header row) to filter on. Filtering is applied to the rows returned by the read range (the default is A1:Z1000), not the entire sheet. If not provided, no filtering is applied."},"filterValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Value to match against the filter column."},"filterMatchType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to match the filter value. Text: \\"contains\\", \\"not_contains\\", \\"exact\\", \\"not_equals\\", \\"starts_with\\", \\"ends_with\\". Numeric/ordering: \\"gt\\", \\"gte\\", \\"lt\\", \\"lte\\" (numeric when both values are numbers, otherwise lexicographic). Defaults to \\"contains\\"."}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_update":{"id":"google_sheets_update","name":"Update Google Sheets","description":"Update data in a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet to update"},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to update (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to update as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to update"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the updated values in the response"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_update_v2":{"id":"google_sheets_update_v2","name":"Update Google Sheets V2","description":"Update data in a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to update"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to update (e.g. \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to update as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to update"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the updated values in the response"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_write":{"id":"google_sheets_write","name":"Write to Google Sheets","description":"Write data to a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet"},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to write to (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_write_v2":{"id":"google_sheets_write_v2","name":"Write to Google Sheets V2","description":"Write data to a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to write to"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to write to (e.g. \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_slides_add_image":{"id":"google_slides_add_image","name":"Add Image to Google Slides","description":"Insert an image into a specific slide in a Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the image to"},"imageUrl":{"type":"string","required":true,"visibility":"user-or-llm","description":"The publicly accessible URL of the image (must be PNG, JPEG, or GIF, max 50MB)"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the image in points (default: 300)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the image in points (default: 200)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_add_slide":{"id":"google_slides_add_slide","name":"Add Slide to Google Slides","description":"Add a new slide to a Google Slides presentation with a specified layout","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"layout":{"type":"string","required":false,"visibility":"user-or-llm","description":"The predefined layout for the slide (BLANK, TITLE, TITLE_AND_BODY, TITLE_ONLY, SECTION_HEADER, etc.). Defaults to BLANK."},"insertionIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"The optional zero-based index indicating where to insert the slide. If not specified, the slide is added at the end."},"placeholderIdMappings":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of placeholder mappings to assign custom object IDs to placeholders. Format: [{\\"layoutPlaceholder\\":{\\"type\\":\\"TITLE\\"},\\"objectId\\":\\"custom_title_id\\"}]"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_batch_update":{"id":"google_slides_batch_update","name":"Batch Update Google Slides (Raw)","description":"Run a raw Slides API batchUpdate with a list of Request objects. Use this when the higher-level tools do not cover an operation, or to bundle multiple operations into a single atomic batch (all-or-nothing).","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"requests":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Slides API Request objects. Example: [{\\"replaceAllText\\":{\\"containsText\\":{\\"text\\":\\"{{title}}\\"},\\"replaceText\\":\\"Q3 Review\\"}}, {\\"updatePageProperties\\":{\\"objectId\\":\\"slide_1\\",\\"pageProperties\\":{\\"pageBackgroundFill\\":{\\"solidFill\\":{\\"color\\":{\\"rgbColor\\":{\\"red\\":0.043,\\"green\\":0.122,\\"blue\\":0.231}}}}},\\"fields\\":\\"pageBackgroundFill\\"}}]"},"writeControl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON WriteControl object for optimistic concurrency, e.g. {\\"requiredRevisionId\\":\\"...\\"}"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_copy_presentation":{"id":"google_slides_copy_presentation","name":"Copy Google Slides Presentation","description":"Copy a template presentation in Drive to a new file. Use this before merging data so the original template is never modified.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides / Drive API"},"sourcePresentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Drive file ID of the source/template presentation"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Title for the copy. Defaults to \\"Copy of <source title>\\"."},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Drive folder ID where the copy should be placed"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create":{"id":"google_slides_create","name":"Create Google Slides Presentation","description":"Create a new Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the presentation to create"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content to add to the first slide"},"folderSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Drive folder ID to create the presentation in (e.g., 1ABCxyz...)"},"folderId":{"type":"string","required":false,"visibility":"hidden","description":"The ID of the folder to create the presentation in (internal use)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_line":{"id":"google_slides_create_line","name":"Create Line in Google Slides","description":"Create a line or connector on a slide.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the line to"},"lineCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"STRAIGHT (default), BENT, or CURVED"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line width in points (default 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line height in points (default 0 — horizontal line)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_paragraph_bullets":{"id":"google_slides_create_paragraph_bullets","name":"Create Paragraph Bullets in Google Slides","description":"Convert paragraphs in a shape or table cell into a bulleted or numbered list using a Google Slides bullet preset.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the shape or table containing the text"},"rowIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based row index"},"columnIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based column index"},"rangeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Range to apply bullets to: ALL (default), FROM_START_INDEX, or FIXED_RANGE"},"startIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start index for FROM_START_INDEX or FIXED_RANGE"},"endIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"End index for FIXED_RANGE"},"bulletPreset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bullet preset (e.g. BULLET_DISC_CIRCLE_SQUARE, BULLET_ARROW_DIAMOND_DISC, NUMBERED_DIGIT_ALPHA_ROMAN, NUMBERED_DIGIT_ALPHA_ROMAN_PARENS, NUMBERED_DIGIT_NESTED). Defaults to BULLET_DISC_CIRCLE_SQUARE."}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_shape":{"id":"google_slides_create_shape","name":"Create Shape in Google Slides","description":"Create a shape (rectangle, ellipse, text box, arrow, etc.) on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the shape to"},"shapeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The type of shape to create. Common types: TEXT_BOX, RECTANGLE, ROUND_RECTANGLE, ELLIPSE, TRIANGLE, DIAMOND, STAR_5, ARROW_EAST, HEART, CLOUD"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the shape in points (default: 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the shape in points (default: 100)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_sheets_chart":{"id":"google_slides_create_sheets_chart","name":"Embed Google Sheets Chart in Slides","description":"Embed a chart from a Google Sheets spreadsheet onto a slide. LINKED charts can be refreshed; NOT_LINKED_IMAGE inserts a static image of the chart.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the chart to"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID containing the chart"},"chartId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Numeric chart ID within the spreadsheet"},"linkingMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"LINKED (default) or NOT_LINKED_IMAGE"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width in points (default 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height in points (default 300)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_table":{"id":"google_slides_create_table","name":"Create Table in Google Slides","description":"Create a new table on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation 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Each object has \\"to.id\\" (record ID) and \\"types\\" array with \\"associationCategory\\" (\\"HUBSPOT_DEFINED\\") and \\"associationTypeId\\" (202 = note→contact, 190 = note→company, 214 = note→deal)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_ticket":{"id":"hubspot_create_ticket","name":"Create Ticket in HubSpot","description":"Create a new ticket in HubSpot. Requires subject and hs_pipeline_stage properties","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Ticket properties as JSON object. Must include subject and hs_pipeline_stage (e.g., {\\"subject\\": \\"Support request\\", \\"hs_pipeline_stage\\": \\"1\\", \\"hs_ticket_priority\\": \\"HIGH\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the ticket as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_association":{"id":"hubspot_delete_association","name":"Delete Association in HubSpot","description":"Remove all associations between two HubSpot records","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"},"toObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the target record"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_company":{"id":"hubspot_delete_company","name":"Delete Company from HubSpot","description":"Archive a company in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the company to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_contact":{"id":"hubspot_delete_contact","name":"Delete Contact from HubSpot","description":"Archive a contact in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the contact to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_deal":{"id":"hubspot_delete_deal","name":"Delete Deal from HubSpot","description":"Archive a deal in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the deal to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_line_item":{"id":"hubspot_delete_line_item","name":"Delete Line Item from HubSpot","description":"Archive a line item in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the line item to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_ticket":{"id":"hubspot_delete_ticket","name":"Delete Ticket from HubSpot","description":"Archive a ticket in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the ticket to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_appointment":{"id":"hubspot_get_appointment","name":"Get Appointment from HubSpot","description":"Retrieve a single appointment by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"appointmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot appointment ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_appointment_name,hs_appointment_start\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_association_labels":{"id":"hubspot_get_association_labels","name":"Get Association Labels from HubSpot","description":"Retrieve the association types (category, typeId, label) defined between two HubSpot object types","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_cart":{"id":"hubspot_get_cart","name":"Get Cart from HubSpot","description":"Retrieve a single cart by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"cartId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot cart ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_company":{"id":"hubspot_get_company","name":"Get Company from HubSpot","description":"Retrieve a single company by ID or domain from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot company ID (numeric string) or domain to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"domain\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,domain,industry\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_contact":{"id":"hubspot_get_contact","name":"Get Contact from HubSpot","description":"Retrieve a single contact by ID or email from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot contact ID (numeric string) or email address to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"email\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"email,firstname,lastname,phone\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_deal":{"id":"hubspot_get_deal","name":"Get Deal from HubSpot","description":"Retrieve a single deal by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot deal ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"dealname,amount,dealstage\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_email":{"id":"hubspot_get_email","name":"Get Email from HubSpot","description":"Retrieve a single email engagement by ID from HubSpot (content requires the sales-email-read scope)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"emailId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot email engagement ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_email_subject,hs_email_text,hs_timestamp\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_line_item":{"id":"hubspot_get_line_item","name":"Get Line Item from HubSpot","description":"Retrieve a single line item by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot line item ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,quantity,price,amount\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"deals,quotes\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_list":{"id":"hubspot_get_list","name":"Get List from HubSpot","description":"Retrieve a single list by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot list ID to retrieve"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_list_memberships":{"id":"hubspot_get_list_memberships","name":"Get List Members from HubSpot","description":"Retrieve the record IDs that are members of a HubSpot list, ordered by record ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the list to read members from"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 250, default 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_marketing_event":{"id":"hubspot_get_marketing_event","name":"Get Marketing Event from HubSpot","description":"Retrieve a single marketing event by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot marketing event objectId to retrieve"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_note":{"id":"hubspot_get_note","name":"Get Note from HubSpot","description":"Retrieve a single note by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot note ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_note_body,hs_timestamp,hubspot_owner_id\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_properties":{"id":"hubspot_get_properties","name":"Get Properties from HubSpot","description":"Read property definitions and their enumeration (picklist) options for a HubSpot object type, e.g. the values for lifecyclestage or hs_lead_status on contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object type to read properties for (e.g., \\"contacts\\", \\"companies\\", \\"deals\\", \\"tickets\\", \\"line_items\\", \\"quotes\\")"},"propertyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal name of a single property to retrieve (e.g., \\"hs_lead_status\\"). Omit to return all properties for the object type"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to return only archived properties (default false)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_quote":{"id":"hubspot_get_quote","name":"Get Quote from HubSpot","description":"Retrieve a single quote by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"quoteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot quote ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_title,hs_expiration_date,hs_status\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"deals,line_items\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_ticket":{"id":"hubspot_get_ticket","name":"Get Ticket from HubSpot","description":"Retrieve a single ticket by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot ticket ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"subject,content,hs_ticket_priority\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_users":{"id":"hubspot_get_users","name":"Get Users from HubSpot","description":"Retrieve all users from HubSpot account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 10, max: 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot user property names to return (e.g., \\"hs_email,hs_given_name,hs_family_name\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_appointments":{"id":"hubspot_list_appointments","name":"List Appointments from HubSpot","description":"Retrieve all appointments from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_appointment_name,hs_appointment_start\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_associations":{"id":"hubspot_list_associations","name":"List Associations in HubSpot","description":"List records of one object type associated with a given record, e.g. all emails or notes logged on a contact","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target object type to list associations to (e.g., \\"emails\\", \\"notes\\", \\"deals\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of associated records per page (default 500)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page (from previous response)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_carts":{"id":"hubspot_list_carts","name":"List Carts from HubSpot","description":"Retrieve all carts from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_companies":{"id":"hubspot_list_companies","name":"List Companies from HubSpot","description":"Retrieve all companies from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,domain,industry\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_contacts":{"id":"hubspot_list_contacts","name":"List Contacts from HubSpot","description":"Retrieve all contacts from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"email,firstname,lastname,phone\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_deals":{"id":"hubspot_list_deals","name":"List Deals from HubSpot","description":"Retrieve all deals from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"dealname,amount,dealstage\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_emails":{"id":"hubspot_list_emails","name":"List Emails from HubSpot","description":"Retrieve all email engagements from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_email_subject,hs_email_text,hs_timestamp\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_line_items":{"id":"hubspot_list_line_items","name":"List Line Items from HubSpot","description":"Retrieve all line items from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous 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Leave empty to return all lists."},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return (default 20, max 500)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination offset for next page of results (use the offset value from previous response)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_marketing_events":{"id":"hubspot_list_marketing_events","name":"List Marketing Events from HubSpot","description":"Retrieve all marketing events from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 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This endpoint replaces the title, so always send it."},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"Status of the follow-up: \\"outstanding\\", \\"completed\\", or \\"not_doing\\". Deleting is not supported here."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the follow-up. Supports Markdown."},"assignee_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the user to assign this follow-up to"},"assignee_team_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the team to assign this follow-up to"},"follow_up_category_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the category for this follow-up"},"follow_up_priority_option_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the priority for this follow-up"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of labels (e.g., \\"bug,urgent\\")"}},"hostedApiKey":"none"},"incidentio_incident_alerts_list":{"id":"incidentio_incident_alerts_list","name":"List Incident Alerts","description":"List the connections between incidents and alerts in incident.io — which alerts triggered an incident, or which incident an alert was attached to","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return alerts attached to this incident (e.g., \\"01FDAG4SAP5TYPT98WGR2N7W91\\")"},"alert_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return connections for this alert (e.g., \\"01GW2G3V0S59R238FAHPDS1R66\\")"}},"hostedApiKey":"none"},"incidentio_incident_memberships_create":{"id":"incidentio_incident_memberships_create","name":"Grant Incident Membership","description":"Make a user a member of a private incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the private incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYD5H\\")"},"user_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to grant access to (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_memberships_revoke":{"id":"incidentio_incident_memberships_revoke","name":"Revoke Incident Membership","description":"Revoke a user\'s membership of a private incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the private incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYD5H\\")"},"user_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to revoke access from (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_participants_list":{"id":"incidentio_incident_participants_list","name":"List Incident Participants","description":"List the participants of an incident in incident.io, split into those actively helping and those just observing","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident to find participants of (e.g., \\"01FDAG4SAP5TYPT98WGR2N7W91\\")"}},"hostedApiKey":"none"},"incidentio_incident_roles_create":{"id":"incidentio_incident_roles_create","name":"Create Incident Role","description":"Create a new incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the incident role (e.g., \\"Incident Commander\\")"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the incident role"},"instructions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instructions for the incident role"},"shortform":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short form abbreviation for the role"}},"hostedApiKey":"none"},"incidentio_incident_roles_delete":{"id":"incidentio_incident_roles_delete","name":"Delete Incident Role","description":"Delete an incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_roles_list":{"id":"incidentio_incident_roles_list","name":"List Incident Roles","description":"List all incident roles in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_roles_show":{"id":"incidentio_incident_roles_show","name":"Show Incident Role","description":"Get details of a specific incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_roles_update":{"id":"incidentio_incident_roles_update","name":"Update Incident Role","description":"Update an existing incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the incident role (e.g., \\"Incident Commander\\")"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the incident role"},"instructions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instructions for the incident role"},"shortform":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short form abbreviation for the role"}},"hostedApiKey":"none"},"incidentio_incident_statuses_list":{"id":"incidentio_incident_statuses_list","name":"Incident.io Incident Statuses List","description":"List all incident statuses configured in your Incident.io workspace. Returns status details including id, name, description, and category.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_timestamps_list":{"id":"incidentio_incident_timestamps_list","name":"List Incident Timestamps","description":"List all incident timestamp definitions in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_timestamps_show":{"id":"incidentio_incident_timestamps_show","name":"Show Incident Timestamp","description":"Get details of a specific incident timestamp definition in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident timestamp (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_types_list":{"id":"incidentio_incident_types_list","name":"Incident.io Incident Types List","description":"List all incident types configured in your Incident.io workspace. Returns type details including id, name, description, and default flag.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_updates_list":{"id":"incidentio_incident_updates_list","name":"List Incident Updates","description":"List all updates for a specific incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the incident to get updates for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\"). If not provided, returns all updates"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incidents_create":{"id":"incidentio_incidents_create","name":"incident.io Incidents Create","description":"Create a new incident in incident.io. Requires idempotency_key, severity_id, and visibility. Optionally accepts name, summary, type, and status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"idempotency_key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier to prevent duplicate incident creation. Use a UUID or unique string."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Brief summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the severity level (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the incident type"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the initial incident status"},"visibility":{"type":"string","required":true,"visibility":"user-or-llm","description":"Visibility of the incident: \\"public\\" or \\"private\\" (required)"}},"hostedApiKey":"none"},"incidentio_incidents_list":{"id":"incidentio_incidents_list","name":"incident.io Incidents List","description":"List incidents from incident.io. Returns a list of incidents with their details including severity, status, and timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of incidents to return per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"sort_by":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for incidents: created_at_newest_first or created_at_oldest_first"},"filter_mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to combine filters: all or any"}},"hostedApiKey":"none"},"incidentio_incidents_show":{"id":"incidentio_incidents_show","name":"incident.io Incidents Show","description":"Retrieve detailed information about a specific incident from incident.io by its ID. Returns full incident details including custom fields and role assignments.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incidents_update":{"id":"incidentio_incidents_update","name":"incident.io Incidents Update","description":"Update an existing incident in incident.io. Can update name, summary, severity, status, or type.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated severity ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated status ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated incident type ID"},"notify_incident_channel":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to notify the incident channel about this update"}},"hostedApiKey":"none"},"incidentio_on_call_now":{"id":"incidentio_on_call_now","name":"Get Who Is On Call","description":"Get who is currently on call in incident.io, as one row per ongoing shift across every schedule (or a single schedule). Also returns the shifts that take over at the next changeover.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Limit the result to a single schedule by ID (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\"). Leave empty to return who is on call across every schedule."},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of schedules to scan per page when no schedule ID is given (e.g., 10, 25). Defaults to 25; upcoming shifts are only returned at 25 or lower."},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of schedules (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedule_entries_list":{"id":"incidentio_schedule_entries_list","name":"List Schedule Entries","description":"List all entries for a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to get entries for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"entry_window_start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"entry_window_end":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}},"hostedApiKey":"none"},"incidentio_schedule_overrides_create":{"id":"incidentio_schedule_overrides_create","name":"Create Schedule Override","description":"Create a new schedule override in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"rotation_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the rotation to override (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"layer_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the layer this override applies to"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_slack_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Slack ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"start_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override starts in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"end_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override ends in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}},"hostedApiKey":"none"},"incidentio_schedule_overrides_list":{"id":"incidentio_schedule_overrides_list","name":"List Schedule Overrides","description":"List the one-off overrides layered on top of a schedule in incident.io, such as someone covering a colleague’s shift","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to get overrides for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"rotation_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return overrides on this rotation"},"layer_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return overrides on this layer"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_create":{"id":"incidentio_schedules_create","name":"Create Schedule","description":"Create a new schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}},"hostedApiKey":"none"},"incidentio_schedules_delete":{"id":"incidentio_schedules_delete","name":"Delete Schedule","description":"Delete a schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_list":{"id":"incidentio_schedules_list","name":"List Schedules","description":"List all schedules in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_show":{"id":"incidentio_schedules_show","name":"Show Schedule","description":"Get details of a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_update":{"id":"incidentio_schedules_update","name":"Update Schedule","description":"Update an existing schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}},"hostedApiKey":"none"},"incidentio_severities_list":{"id":"incidentio_severities_list","name":"Incident.io Severities List","description":"List all severity levels configured in your Incident.io workspace. Returns severity details including id, name, description, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}},"hostedApiKey":"none"},"incidentio_teams_list":{"id":"incidentio_teams_list","name":"List Teams","description":"List all teams in the incident.io organisation, along with their members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_teams_show":{"id":"incidentio_teams_show","name":"Show Team","description":"Get a single team by ID from incident.io, along with its members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team to fetch (e.g., \\"01JPQA75EPNEES4479P16P4XAB\\")"}},"hostedApiKey":"none"},"incidentio_users_list":{"id":"incidentio_users_list","name":"Incident.io Users List","description":"List all users in your Incident.io workspace. Returns user details including id, name, email, and role.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (e.g., 10, 25, 50). 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Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}},"hostedApiKey":"none"},"intercom_create_contact_v2":{"id":"intercom_create_contact_v2","name":"Create Contact in Intercom","description":"Create a new contact in Intercom with email, external_id, or role. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'. Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}},"hostedApiKey":"none"},"intercom_create_event_v2":{"id":"intercom_create_event_v2","name":"Create Event in Intercom","description":"Track a custom event for a contact in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"event_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event (e.g., \\"order-completed\\"). Use past-tense verb-noun format for readability."},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the event occurred. Strongly recommended for uniqueness."},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your identifier for the user (external_id)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the user. Use only if your app uses email to uniquely identify users."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Intercom contact ID"},"metadata":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object with up to 10 metadata key-value pairs about the event (e.g., {\\"order_value\\": 99.99})"}},"hostedApiKey":"none"},"intercom_create_message":{"id":"intercom_create_message","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}},"hostedApiKey":"none"},"intercom_create_message_v2":{"id":"intercom_create_message_v2","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}},"hostedApiKey":"none"},"intercom_create_note_v2":{"id":"intercom_create_note_v2","name":"Create Note in Intercom","description":"Add a note to a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to add the note to"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content of the note"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin creating the note"}},"hostedApiKey":"none"},"intercom_create_tag_v2":{"id":"intercom_create_tag_v2","name":"Create Tag in Intercom","description":"Create a new tag or update an existing tag name","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the tag. Will create a new tag if not found, or update the name if id is provided."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of an existing tag to update. Omit to create a new tag."}},"hostedApiKey":"none"},"intercom_create_ticket":{"id":"intercom_create_ticket","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}},"hostedApiKey":"none"},"intercom_create_ticket_v2":{"id":"intercom_create_ticket_v2","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}},"hostedApiKey":"none"},"intercom_delete_contact":{"id":"intercom_delete_contact","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}},"hostedApiKey":"none"},"intercom_delete_contact_v2":{"id":"intercom_delete_contact_v2","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}},"hostedApiKey":"none"},"intercom_detach_contact_from_company_v2":{"id":"intercom_detach_contact_from_company_v2","name":"Detach Contact from Company in Intercom","description":"Remove a contact from a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to detach from the company"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the company to detach the contact from"}},"hostedApiKey":"none"},"intercom_get_company":{"id":"intercom_get_company","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_company_v2":{"id":"intercom_get_company_v2","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_contact":{"id":"intercom_get_contact","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_contact_v2":{"id":"intercom_get_contact_v2","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_conversation":{"id":"intercom_get_conversation","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}},"hostedApiKey":"none"},"intercom_get_conversation_v2":{"id":"intercom_get_conversation_v2","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}},"hostedApiKey":"none"},"intercom_get_ticket":{"id":"intercom_get_ticket","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_ticket_v2":{"id":"intercom_get_ticket_v2","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}},"hostedApiKey":"none"},"intercom_list_admins_v2":{"id":"intercom_list_admins_v2","name":"List Admins from Intercom","description":"Fetch a list of all admins for the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}},"hostedApiKey":"none"},"intercom_list_companies":{"id":"intercom_list_companies","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}},"hostedApiKey":"none"},"intercom_list_companies_v2":{"id":"intercom_list_companies_v2","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}},"hostedApiKey":"none"},"intercom_list_contacts":{"id":"intercom_list_contacts","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}},"hostedApiKey":"none"},"intercom_list_contacts_v2":{"id":"intercom_list_contacts_v2","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}},"hostedApiKey":"none"},"intercom_list_conversations":{"id":"intercom_list_conversations","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}},"hostedApiKey":"none"},"intercom_list_conversations_v2":{"id":"intercom_list_conversations_v2","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}},"hostedApiKey":"none"},"intercom_list_tags_v2":{"id":"intercom_list_tags_v2","name":"List Tags from Intercom","description":"Fetch a list of all tags in the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}},"hostedApiKey":"none"},"intercom_open_conversation_v2":{"id":"intercom_open_conversation_v2","name":"Open Conversation in Intercom","description":"Open a closed or snoozed conversation in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to open"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"}},"hostedApiKey":"none"},"intercom_reply_conversation":{"id":"intercom_reply_conversation","name":"Reply to Conversation in Intercom","description":"Reply to a conversation as an admin in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to reply to"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"comment\\" or \\"note\\""},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text body of the reply"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin authoring the reply. If not provided, a default admin (Operator/Fin) will be used."},"attachment_urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of image URLs (max 10)"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the reply was created. If not provided, current time is used."}},"hostedApiKey":"none"},"intercom_reply_conversation_v2":{"id":"intercom_reply_conversation_v2","name":"Reply to Conversation in Intercom","description":"Reply to a conversation as an admin in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to reply to"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"comment\\" or \\"note\\""},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text body of the reply"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin authoring the reply. If not provided, a default admin (Operator/Fin) will be used."},"attachment_urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of image URLs (max 10)"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the reply was created. 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Use -1 for infinite"},"bisectBatchOnFunctionError":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Split a failing batch in two and retry each half"},"tumblingWindowInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration of a processing window for stream aggregation (0-900)"},"maximumConcurrency":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum concurrent function invocations from an SQS event source (2-1000)"},"topics":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Kafka topic names to consume"},"queues":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Amazon MQ broker destination queue names"},"functionResponseTypes":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Set to ReportBatchItemFailures to enable partial batch reporting Pass [] to remove all of them on an update."},"filterPatterns":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Event filter patterns, each a JSON string, that decide which records reach the function. Pass [] to remove all filters on an update."},"onSuccessDestination":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the destination that receives successfully processed records"},"onFailureDestination":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the destination that receives discarded records"},"kmsKeyArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the KMS customer managed key used to encrypt filter criteria"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the event source mapping, as a flat key/value JSON object"},"sourceAccessConfigurations":{"type":"json","required":false,"visibility":"user-or-llm","description":"Authentication for an Amazon MQ or self-managed Kafka source, as a JSON array of objects with \\"type\\" (e.g. BASIC_AUTH, SASL_SCRAM_512_AUTH, VPC_SUBNET) and \\"uri\\" (the Secrets Manager or VPC resource ARN). Pass [] to remove all of them on an update."},"documentDbDatabaseName":{"type":"string","required":false,"visibility":"user-or-llm","description":"DocumentDB database to consume the change stream from"},"documentDbCollectionName":{"type":"string","required":false,"visibility":"user-or-llm","description":"DocumentDB collection to consume. Omit to consume the whole database"},"documentDbFullDocument":{"type":"string","required":false,"visibility":"user-or-llm","description":"UpdateLookup sends the full document on update, Default sends only the change delta"},"amazonManagedKafkaConsumerGroupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Consumer group ID to join on an Amazon MSK cluster"},"selfManagedKafkaConsumerGroupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Consumer group ID to join on a self-managed Kafka cluster"},"selfManagedKafkaBootstrapServers":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Bootstrap servers of a self-managed Kafka cluster (host:port). Required instead of eventSourceArn for self-managed Kafka"}},"hostedApiKey":"none"},"lambda_create_function":{"id":"lambda_create_function","name":"Lambda Create Function","description":"Create a Lambda function from a deployment package in Amazon S3 or a container image","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the function\'s execution role"},"runtime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Runtime identifier such as nodejs22.x or python3.13. Required for .zip packages, omit for container images"},"handler":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entry point in your code, such as index.handler. Required for .zip packages"},"packageType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Zip for a .zip file archive (default) or Image for a container image"},"s3Bucket":{"type":"string","required":false,"visibility":"user-or-llm","description":"Amazon S3 bucket holding the deployment package, in the same region as the function"},"s3Key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Amazon S3 key of the .zip package"},"s3ObjectVersion":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version of the Amazon S3 object to use"},"imageUri":{"type":"string","required":false,"visibility":"user-or-llm","description":"Amazon ECR URI of the container image to deploy"},"sourceKmsKeyArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the KMS customer managed key that encrypts the function\'s .zip deployment package"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the function"},"functionTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds Lambda allows the function to run before stopping it (1-900). Named functionTimeout because the shared tool executor reserves `timeout` for its own request deadline"},"memorySize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory available to the function at runtime in MB (128-32768)"},"ephemeralStorageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Size of the /tmp directory in MB (512-10240)"},"publish":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Publish the first version of the function atomically with creation"},"environment":{"type":"json","required":false,"visibility":"user-or-llm","description":"Environment variables as a flat key/value JSON object"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the function, as a flat key/value JSON object"},"architectures":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Instruction set architecture: exactly one of x86_64 or arm64"},"layers":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"ARNs of layer versions to add to the function execution environment Pass [] to remove all of them on an update."},"vpcSubnetIds":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"VPC subnet IDs the function should attach to Pass [] to remove all of them on an update."},"vpcSecurityGroupIds":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"VPC security group IDs the function should use Pass [] to remove all of them on an update."},"tracingMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"X-Ray tracing mode: Active samples and traces requests, PassThrough only traces sampled requests"},"deadLetterTargetArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of an SQS queue or SNS topic that receives failed asynchronous invocations"},"kmsKeyArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the KMS customer managed key used to encrypt environment variables and snapshots"},"snapStartApplyOn":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to PublishedVersions to snapshot the initialized environment when a version is published"},"logFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Format the function sends CloudWatch logs in"},"logGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"CloudWatch log group the function sends logs to"}},"hostedApiKey":"none"},"lambda_create_function_url_config":{"id":"lambda_create_function_url_config","name":"Lambda Create Function URL","description":"Create a dedicated HTTPS endpoint for a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"authType":{"type":"string","required":true,"visibility":"user-or-llm","description":"AWS_IAM requires signed requests, NONE allows public unauthenticated access"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"},"invokeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"BUFFERED returns the whole response at once, RESPONSE_STREAM streams it"},"corsAllowCredentials":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the function URL sends the Access-Control-Allow-Credentials header"},"corsAllowOrigins":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Origins allowed to call the function URL, or * for any"},"corsAllowMethods":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"HTTP methods allowed when calling the function URL, or * for any"},"corsAllowHeaders":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Headers browsers may send in a cross-origin request"},"corsExposeHeaders":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Response headers browsers may access from the response"},"corsMaxAge":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds a browser may cache the CORS preflight result (0-86400)"}},"hostedApiKey":"none"},"lambda_delete_alias":{"id":"lambda_delete_alias","name":"Lambda Delete Alias","description":"Delete a Lambda function alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"aliasName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the alias"}},"hostedApiKey":"none"},"lambda_delete_event_source_mapping":{"id":"lambda_delete_event_source_mapping","name":"Lambda Delete Event Source Mapping","description":"Delete an event source mapping","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"uuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the event source mapping"}},"hostedApiKey":"none"},"lambda_delete_function":{"id":"lambda_delete_function","name":"Lambda Delete Function","description":"Delete a Lambda function, or a single published version of it","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number to delete. Omit to delete the whole function including all versions and aliases"}},"hostedApiKey":"none"},"lambda_delete_function_concurrency":{"id":"lambda_delete_function_concurrency","name":"Lambda Delete Function Concurrency","description":"Remove the reserved concurrency configuration from a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"}},"hostedApiKey":"none"},"lambda_delete_function_event_invoke_config":{"id":"lambda_delete_function_event_invoke_config","name":"Lambda Delete Async Invoke Config","description":"Remove the asynchronous invocation configuration of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_delete_function_url_config":{"id":"lambda_delete_function_url_config","name":"Lambda Delete Function URL","description":"Delete the URL configuration of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_delete_provisioned_concurrency_config":{"id":"lambda_delete_provisioned_concurrency_config","name":"Lambda Delete Provisioned Concurrency","description":"Remove the provisioned concurrency configuration from a function version or alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version number or alias name the configuration applies to"}},"hostedApiKey":"none"},"lambda_get_account_settings":{"id":"lambda_get_account_settings","name":"Lambda Get Account Settings","description":"Get the Lambda limits and usage of the current AWS account and region","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"}},"hostedApiKey":"none"},"lambda_get_alias":{"id":"lambda_get_alias","name":"Lambda Get Alias","description":"Get details about a Lambda function alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"aliasName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the alias"}},"hostedApiKey":"none"},"lambda_get_event_source_mapping":{"id":"lambda_get_event_source_mapping","name":"Lambda Get Event Source Mapping","description":"Get details about an event source mapping","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"uuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the event source mapping"}},"hostedApiKey":"none"},"lambda_get_function":{"id":"lambda_get_function","name":"Lambda Get Function","description":"Get a function\'s configuration, code location, tags, and reserved concurrency","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_function_concurrency":{"id":"lambda_get_function_concurrency","name":"Lambda Get Function Concurrency","description":"Get the reserved concurrency configured for a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"}},"hostedApiKey":"none"},"lambda_get_function_configuration":{"id":"lambda_get_function_configuration","name":"Lambda Get Function Configuration","description":"Get a function\'s version-specific configuration","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_function_event_invoke_config":{"id":"lambda_get_function_event_invoke_config","name":"Lambda Get Async Invoke Config","description":"Get the asynchronous invocation retry and destination settings of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_function_recursion_config":{"id":"lambda_get_function_recursion_config","name":"Lambda Get Recursion Config","description":"Get the recursive loop detection setting of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"}},"hostedApiKey":"none"},"lambda_get_function_url_config":{"id":"lambda_get_function_url_config","name":"Lambda Get Function URL","description":"Get details about a function URL","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_layer_version":{"id":"lambda_get_layer_version","name":"Lambda Get Layer Version","description":"Get details and a download link for a specific layer version","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"layerName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the layer"},"versionNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Version number of the layer"}},"hostedApiKey":"none"},"lambda_get_policy":{"id":"lambda_get_policy","name":"Lambda Get Policy","description":"Get the resource-based IAM policy attached to a function, version, or alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_provisioned_concurrency_config":{"id":"lambda_get_provisioned_concurrency_config","name":"Lambda Get Provisioned Concurrency","description":"Get the provisioned concurrency configuration of a function version or alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version number or alias name the configuration applies to"}},"hostedApiKey":"none"},"lambda_get_runtime_management_config":{"id":"lambda_get_runtime_management_config","name":"Lambda Get Runtime Management Config","description":"Get the runtime update policy of a function version","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_invoke":{"id":"lambda_invoke","name":"Lambda Invoke Function","description":"Invoke a Lambda function synchronously or asynchronously and return its response","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"payload":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON event payload passed to the function handler"},"invocationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"RequestResponse waits for the result, Event queues the invocation, DryRun only validates permissions"},"logType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to Tail to return the last 4 KB of the execution log"},"clientContext":{"type":"string","required":false,"visibility":"user-or-llm","description":"Base64-encoded JSON passed to the function in the client context object (max 3,583 bytes)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. 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version"},"revisionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Update the resource only if its current revision ID matches this value"}},"hostedApiKey":"none"},"lambda_put_function_concurrency":{"id":"lambda_put_function_concurrency","name":"Lambda Set Function Concurrency","description":"Reserve a share of the account concurrency limit for a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"reservedConcurrentExecutions":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of simultaneous executions to reserve for this function"}},"hostedApiKey":"none"},"lambda_put_function_event_invoke_config":{"id":"lambda_put_function_event_invoke_config","name":"Lambda Set Async Invoke Config","description":"Configure retry limits and destinations for asynchronous invocations of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. 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Required when updateRuntimeOn is Manual"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_remove_permission":{"id":"lambda_remove_permission","name":"Lambda Remove Permission","description":"Remove a statement from a function\'s resource-based policy","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"statementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the policy statement to remove"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. 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Use -1 for infinite"},"maximumRetryAttempts":{"type":"number","required":false,"visibility":"user-or-llm","description":"Retries before a record is discarded. Use -1 for infinite"},"bisectBatchOnFunctionError":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Split a failing batch in two and retry each half"},"tumblingWindowInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration of a processing window for stream aggregation (0-900)"},"maximumConcurrency":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum concurrent function invocations from an SQS event source (2-1000)"},"functionResponseTypes":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Set to ReportBatchItemFailures to enable partial batch reporting Pass [] to remove all of them on an update."},"filterPatterns":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Event filter patterns, each a JSON string, that decide which records reach the function. 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If a memory with this conversationId already exists, the new message will be appended to it."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role for agent memory (user, assistant, or system)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content for agent memory"}},"hostedApiKey":"none"},"memory_delete":{"id":"memory_delete","name":"Delete Memory","description":"Delete memories by conversationId.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Deletes all memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}},"hostedApiKey":"none"},"memory_get":{"id":"memory_get","name":"Get Memory","description":"Retrieve memory by conversationId. Returns matching memories.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Returns memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}},"hostedApiKey":"none"},"memory_get_all":{"id":"memory_get_all","name":"Get All Memories","description":"Retrieve all memories from the database","version":"1.0.0","params":{},"hostedApiKey":"none"},"microsoft_ad_add_directory_role_member":{"id":"microsoft_ad_add_directory_role_member","name":"Add Microsoft Entra ID Directory Role Member","description":"Grant a user an administrator role in Microsoft Entra ID. This is a privileged change that expands what the user can do across the tenant.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"directoryRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the directory role. Use List Directory Roles to find it."},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the user to grant the role to"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_add_group_member":{"id":"microsoft_ad_add_group_member","name":"Add Azure AD Group Member","description":"Add a member to a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to add"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_add_user_app_role_assignment":{"id":"microsoft_ad_add_user_app_role_assignment","name":"Grant Microsoft Entra ID App Role To User","description":"Grant a user an application role on a service principal, giving them access to that application","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID or user principal name of the user to grant the app role to. A user principal name is resolved to its object ID before the grant."},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the resource service principal that defines the app role. Use List Service Principals to find it."},"appRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the app role to grant. Use the all-zero GUID 00000000-0000-0000-0000-000000000000 to assign access without a specific role."}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_assign_license":{"id":"microsoft_ad_assign_license","name":"Assign Microsoft Entra ID License","description":"Add or remove subscription licenses (SKUs) on a user in Microsoft Entra ID. Removing a license immediately revokes the access it granted to the associated services.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name to change licenses for"},"addSkuIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SKU IDs (GUIDs) of the licenses to assign. Leave empty to only remove licenses."},"removeSkuIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SKU IDs (GUIDs) of the licenses to remove. Leave empty to only add licenses."},"disabledPlanIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated service plan IDs (GUIDs) to disable on every license being assigned"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_create_group":{"id":"microsoft_ad_create_group","name":"Create Azure AD Group","description":"Create a new group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the group"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the group (ASCII only, max 64 characters)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group description"},"mailEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether mail is enabled (true for Microsoft 365 groups)"},"securityEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether security is enabled (true for security groups)"},"groupTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group type: \\"Unified\\" for Microsoft 365 group, leave empty for security group"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group visibility: \\"Private\\" or \\"Public\\" (can be changed later), or \\"HiddenMembership\\" (Microsoft 365 groups only; can only be set at creation and never changed afterward)"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_create_user":{"id":"microsoft_ad_create_user","name":"Create Azure AD User","description":"Create a new user in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the user"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the user"},"userPrincipalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"User principal name (e.g., \\"user@example.com\\")"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Initial password for the user"},"accountEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether the account is enabled"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"surname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"officeLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Office location"},"mobilePhone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_delete_group":{"id":"microsoft_ad_delete_group","name":"Delete Azure AD Group","description":"Delete a group from Azure AD (Microsoft Entra ID). Microsoft 365 and security groups can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_delete_user":{"id":"microsoft_ad_delete_user","name":"Delete Azure AD User","description":"Delete a user from Azure AD (Microsoft Entra ID). The user is moved to a temporary container and can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_conditional_access_policy":{"id":"microsoft_ad_get_conditional_access_policy","name":"Get Microsoft Entra ID Conditional Access Policy","description":"Get a single conditional access policy by ID, including the conditions it matches and the controls it enforces. Read-only.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"policyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conditional access policy ID"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_device":{"id":"microsoft_ad_get_device","name":"Get Microsoft Entra ID Device","description":"Get a registered device by its object ID from Microsoft Entra ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"deviceObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device object ID (the \\"id\\" field), not the \\"deviceId\\" registration identifier"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_group":{"id":"microsoft_ad_get_group","name":"Get Azure AD Group","description":"Get a group by ID from Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_user":{"id":"microsoft_ad_get_user","name":"Get Azure AD User","description":"Get a user by ID or user principal name from Azure AD","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name (e.g., \\"user@example.com\\")"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_authentication_methods":{"id":"microsoft_ad_list_authentication_methods","name":"List Microsoft Entra ID Authentication Methods","description":"List the authentication methods a user has registered, such as passwords, phone numbers, FIDO2 keys, and authenticator apps","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_conditional_access_policies":{"id":"microsoft_ad_list_conditional_access_policies","name":"List Microsoft Entra ID Conditional Access Policies","description":"List the conditional access policies configured in the tenant, including their state and the conditions and controls they enforce. Read-only.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of policies to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Example: \\"state eq \'enabled\'\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_devices":{"id":"microsoft_ad_list_devices","name":"List Microsoft Entra ID Devices","description":"List the devices registered in Microsoft Entra ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of devices to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Example: \\"accountEnabled eq false\\" or \\"operatingSystem eq \'Windows\'\\"."},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string matched against the device display name"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_directory_audits":{"id":"microsoft_ad_list_directory_audits","name":"List Microsoft Entra ID Directory Audits","description":"List directory audit records showing who changed what in Microsoft Entra ID, such as user creation, group membership changes, and role assignments","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of audit records to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Filterable fields include activityDateTime, activityDisplayName, correlationId, loggedByService, initiatedBy and targetResources. Example: \\"activityDateTime ge 2024-01-01T00:00:00Z\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_directory_role_members":{"id":"microsoft_ad_list_directory_role_members","name":"List Microsoft Entra ID Directory Role Members","description":"List the principals holding an administrator role. Returns up to 1000 members; this endpoint does not support paging.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"directoryRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the directory role. Use List Directory Roles to find it."}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_directory_roles":{"id":"microsoft_ad_list_directory_roles","name":"List Microsoft Entra ID Directory Roles","description":"List the administrator roles that are activated in the tenant, such as Global Administrator and User Administrator. Roles that have never been activated are not returned.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_group_members":{"id":"microsoft_ad_list_group_members","name":"List Azure AD Group Members","description":"List members of a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group ID. Not needed when Next Page is provided to fetch a later page."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of members to return (default 100, max 999)"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_groups":{"id":"microsoft_ad_list_groups","name":"List Azure AD Groups","description":"List groups in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of groups to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"securityEnabled eq true\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter groups by displayName or description"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_service_principal_app_role_assignments":{"id":"microsoft_ad_list_service_principal_app_role_assignments","name":"List Microsoft Entra ID Application Assignments","description":"List every user, group, and service principal assigned to an application, by reading the app role assignments on its service principal. Recently granted or removed assignments can take time to appear.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"servicePrincipalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Object ID of the service principal. Use List Service Principals to find it. Not needed when Next Page is provided to fetch a later page."},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression supporting eq and startswith. Example: \\"principalType eq \'User\'\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_service_principals":{"id":"microsoft_ad_list_service_principals","name":"List Microsoft Entra ID Service Principals","description":"List the enterprise applications and service principals in the tenant, including the app roles each one exposes","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of service principals to return (default and maximum page size is 100)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Example: \\"servicePrincipalType eq \'Application\'\\" or \\"startsWith(displayName, \'Salesforce\')\\"."},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string matched against the service principal display name"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_sign_ins":{"id":"microsoft_ad_list_sign_ins","name":"List Microsoft Entra ID Sign-Ins","description":"List sign-in events from the Microsoft Entra ID sign-in logs, newest first. Requires a Microsoft Entra ID P1 or P2 license. Apply a date filter to keep large queries from timing out.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of sign-ins to return (default and maximum page size is 1000)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Filterable fields include userPrincipalName, userId, appId, appDisplayName, ipAddress, createdDateTime, conditionalAccessStatus, riskState and status/errorCode. Example: \\"createdDateTime ge 2024-01-01T00:00:00Z and status/errorCode ne 0\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_subscribed_skus":{"id":"microsoft_ad_list_subscribed_skus","name":"List Microsoft Entra ID Subscribed SKUs","description":"List the subscription SKUs the tenant owns, including how many license units are prepaid and how many are consumed","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_user_app_role_assignments":{"id":"microsoft_ad_list_user_app_role_assignments","name":"List Microsoft Entra ID User App Role Assignments","description":"List the application role assignments granted to a user, including assignments the user inherits from groups they are a direct member of","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID or user principal name. Not needed when Next Page is provided to fetch a later page."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of assignments to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Filterable fields include id, resourceId and principalDisplayName. Example: \\"resourceId eq 8e881353-1735-45af-af21-ee1344582a4d\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_user_devices":{"id":"microsoft_ad_list_user_devices","name":"List Microsoft Entra ID User Devices","description":"List the devices a user has registered or owns. Devices the caller cannot read are returned with only their ID and the remaining fields null.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID or user principal name. Not needed when Next Page is provided to fetch a later page."},"deviceRelationship":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which devices to list: \\"registered\\" for devices the user registered, or \\"owned\\" for devices the user owns. Defaults to \\"registered\\"."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of devices to return"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_user_licenses":{"id":"microsoft_ad_list_user_licenses","name":"List Microsoft Entra ID User Licenses","description":"List the subscription licenses assigned to a user in Microsoft Entra ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_users":{"id":"microsoft_ad_list_users","name":"List Azure AD Users","description":"List users in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"department eq \'Sales\'\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter users by displayName or mail"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_remove_directory_role_member":{"id":"microsoft_ad_remove_directory_role_member","name":"Remove Microsoft Entra ID Directory Role Member","description":"Revoke an administrator role from a user in Microsoft Entra ID. Removes only the role membership; the user account itself is not deleted.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"directoryRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the directory role. Use List Directory Roles to find it."},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the user to remove the role from"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_remove_group_member":{"id":"microsoft_ad_remove_group_member","name":"Remove Azure AD Group Member","description":"Remove a member from a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to remove"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_remove_user_app_role_assignment":{"id":"microsoft_ad_remove_user_app_role_assignment","name":"Revoke Microsoft Entra ID App Role From User","description":"Revoke an application role assignment from a user, removing their access to that application. 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Cannot be run against your own account.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name whose password should be reset"},"newPassword":{"type":"string","required":false,"visibility":"user-only","description":"The new password. Required for tenants with hybrid password scenarios. Leave empty for a cloud-only password to have Microsoft generate and return one."}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_revoke_sign_in_sessions":{"id":"microsoft_ad_revoke_sign_in_sessions","name":"Revoke Microsoft Entra ID Sign-In Sessions","description":"Invalidate every refresh token and session cookie issued to a user, forcing them to sign in again on all applications and devices. 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For collection-valued navigation properties, provide the target record ID. For single-valued navigation properties, only the navigation property name is needed.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source entity set name (e.g., accounts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source record GUID"},"navigationProperty":{"type":"string","required":true,"visibility":"user-or-llm","description":"Navigation property name (e.g., contact_customer_accounts for collection-valued, or parentcustomerid_account for single-valued)"},"targetRecordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target record GUID (required for collection-valued navigation properties, omit for single-valued)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_download_file":{"id":"microsoft_dataverse_download_file","name":"Download File from Microsoft Dataverse","description":"Download a file from a file or image column on a Dataverse record. 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Actions perform operations with side effects (e.g., Merge, GrantAccess, SendEmail, QualifyLead). For bound actions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action name (e.g., Merge, GrantAccess, SendEmail). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound actions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound actions (e.g., accounts). Leave empty for unbound actions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound actions. Leave empty for unbound or collection-bound actions."},"parameters":{"type":"object","required":false,"visibility":"user-or-llm","description":"Action parameters as a JSON object. For entity references, include @odata.type annotation (e.g., {\\"Target\\": {\\"@odata.type\\": \\"Microsoft.Dynamics.CRM.account\\", \\"accountid\\": \\"...\\"}})"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_execute_function":{"id":"microsoft_dataverse_execute_function","name":"Execute Microsoft Dataverse Function","description":"Execute a bound or unbound Dataverse function. Functions are read-only operations (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount, InitializeFrom). For bound functions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound functions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound functions (e.g., systemusers). Leave empty for unbound functions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound functions. Leave empty for unbound functions."},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Function parameters for the URL. Simple values can be inlined (e.g., \\"LocalizedStandardName=\'Pacific Standard Time\',LocaleId=1033\\"), but values with reserved characters (/ < > * % & : \\\\ ? +) must use parameter aliases: put the alias assignment in parentheses and the alias-to-value bindings after a \\"?\\", e.g. \\"LocalizedStandardName=@p1,LocaleId=@p2?@p1=\'Pacific Standard Time\'&@p2=1033\\". Do not include the enclosing parentheses yourself."}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_fetchxml_query":{"id":"microsoft_dataverse_fetchxml_query","name":"FetchXML Query Microsoft Dataverse","description":"Execute a FetchXML query against a Microsoft Dataverse table. FetchXML supports aggregation, grouping, linked-entity joins, and complex filtering beyond OData capabilities.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"fetchXml":{"type":"string","required":true,"visibility":"user-or-llm","description":"FetchXML query string. Must include <fetch> root element and <entity> child element matching the table logical name."}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_get_entity_metadata":{"id":"microsoft_dataverse_get_entity_metadata","name":"Get Microsoft Dataverse Table Metadata","description":"Retrieve table (entity) and column (attribute) definitions for a Microsoft Dataverse table by its singular logical name. Use this to look up the correct entity set name and column logical names before building record data for other operations.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Singular table logical name to look up (e.g., account, contact)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated table metadata properties to return (OData $select, e.g., LogicalName,DisplayName,EntitySetName,PrimaryIdAttribute)"},"includeAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to also return the column (attribute) definitions for the table"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_get_record":{"id":"microsoft_dataverse_get_record","name":"Get Microsoft Dataverse Record","description":"Retrieve a single record from a Microsoft Dataverse table by its ID. 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Supports OData query options for filtering, selecting columns, ordering, and pagination.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of columns to return (OData $select)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., statecode eq 0)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression (e.g., name asc, createdon desc)"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (OData $top)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Navigation properties to expand (OData $expand)"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to include total record count in response (OData $count)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_search":{"id":"microsoft_dataverse_search","name":"Search Microsoft Dataverse","description":"Perform a full-text relevance search across Microsoft Dataverse tables. Requires Dataverse Search to be enabled on the environment. Supports simple and Lucene query syntax.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"searchTerm":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search text (1-100 chars). Supports simple syntax: + (AND), | (OR), - (NOT), * (wildcard), \\"exact phrase\\""},"entities":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of search entity configs. 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Each record must include its primary key. Only include columns that need to be changed. Recommended batch size: 100-1000 records.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table logical name for @odata.type annotation (e.g., account, contact). Used to set Microsoft.Dynamics.CRM.{entityLogicalName} on each record."},"records":{"type":"object","required":true,"visibility":"user-or-llm","description":"Array of record objects to update. 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Only send the columns you want to change.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier (GUID) of the record to update"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Record data to update as a JSON object with column names as keys"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_upload_file":{"id":"microsoft_dataverse_upload_file","name":"Upload File to Microsoft Dataverse","description":"Upload a file to a file or image column on a Dataverse record. Supports single-request upload for files up to 128 MB. 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Required for SharePoint files. If omitted, uses personal OneDrive."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The range of cells to write to (e.g., \\"Sheet1!A1:B2\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g., [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects"},"valueInputOption":{"type":"string","required":false,"visibility":"user-only","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_excel_write_v2":{"id":"microsoft_excel_write_v2","name":"Write to Microsoft Excel V2","description":"Write data to a specific sheet in a Microsoft Excel spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook to write to (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to write to (e.g., \\"Sheet1\\", \\"Sales Data\\")"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to write to (e.g., \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_planner_create_bucket":{"id":"microsoft_planner_create_bucket","name":"Create Microsoft Planner Bucket","description":"Create a new bucket in a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan where the bucket will be created (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"name":{"type":"string","required":true,"visibility":"user-only","description":"The name of the bucket"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_create_plan":{"id":"microsoft_planner_create_plan","name":"Create Microsoft Planner Plan","description":"Create a new Microsoft Planner plan owned by a Microsoft 365 group","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Microsoft 365 group that will own the plan (e.g., \\"ebf3b108-5234-4e22-b93d-656d7dae5874\\"). The current user must be a member of this group."},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the plan"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_create_task":{"id":"microsoft_planner_create_task","name":"Create Microsoft Planner Task","description":"Create a new task in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan where the task will be created (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the task (e.g., \\"Review quarterly report\\")"},"dueDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"The due date and time for the task in ISO 8601 format (e.g., \\"2025-03-15T17:00:00Z\\")"},"startDateTime":{"type":"string","required":false,"visibility":"user-only","description":"The start date and time for the task in ISO 8601 format (e.g., \\"2025-03-10T09:00:00Z\\")"},"priority":{"type":"number","required":false,"visibility":"user-only","description":"The priority of the task (0-10, where 0 is urgent and 10 is low)"},"percentComplete":{"type":"number","required":false,"visibility":"user-only","description":"The percentage of task completion (0-100)"},"assigneeUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID to assign the task to (e.g., \\"e82f74c3-4d8a-4b5c-9f1e-2a6b8c9d0e3f\\")"},"bucketId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bucket ID to place the task in (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"appliedCategories":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated category labels to apply to the task, e.g. \\"category1,category3\\" (up to category1-category25, plan-defined color labels)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_delete_bucket":{"id":"microsoft_planner_delete_bucket","name":"Delete Microsoft Planner Bucket","description":"Delete a bucket from Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to delete (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the bucket to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_delete_plan":{"id":"microsoft_planner_delete_plan","name":"Delete Microsoft Planner Plan","description":"Delete a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to delete (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_delete_task":{"id":"microsoft_planner_delete_task","name":"Delete Microsoft Planner Task","description":"Delete a task from Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task to delete (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_get_plan_details":{"id":"microsoft_planner_get_plan_details","name":"Get Microsoft Planner Plan Details","description":"Get detailed information about a plan including category descriptions and sharing","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_get_task_details":{"id":"microsoft_planner_get_task_details","name":"Get Microsoft Planner Task Details","description":"Get detailed information about a task including checklist and references","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_list_buckets":{"id":"microsoft_planner_list_buckets","name":"List Microsoft Planner Buckets","description":"List all buckets in a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_list_plans":{"id":"microsoft_planner_list_plans","name":"List Microsoft Planner Plans","description":"List all plans shared with the current user","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_read_bucket":{"id":"microsoft_planner_read_bucket","name":"Read Microsoft Planner Bucket","description":"Get details of a specific bucket","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to retrieve (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_read_plan":{"id":"microsoft_planner_read_plan","name":"Read Microsoft Planner Plan","description":"Get details of a specific Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to retrieve (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_read_task":{"id":"microsoft_planner_read_task","name":"Read Microsoft Planner Tasks","description":"Read tasks from Microsoft Planner - get all user tasks or all tasks from a specific plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the plan to get tasks from, if not provided gets all user tasks (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the task to get (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_bucket":{"id":"microsoft_planner_update_bucket","name":"Update Microsoft Planner Bucket","description":"Update a bucket in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to update (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"name":{"type":"string","required":false,"visibility":"user-only","description":"The new name of the bucket"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the bucket to update (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_plan":{"id":"microsoft_planner_update_plan","name":"Update Microsoft Planner Plan","description":"Rename a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to update (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan to update (If-Match header)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new title of the plan"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_plan_details":{"id":"microsoft_planner_update_plan_details","name":"Update Microsoft Planner Plan Details","description":"Update a plan\'s category (color label) descriptions and shared-with user list in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan details to update (If-Match header)"},"categoryDescriptions":{"type":"object","required":false,"visibility":"user-only","description":"Category label names as a JSON object, e.g. {\\"category1\\": \\"Blocked\\", \\"category2\\": \\"At Risk\\"}. Set a value to null to clear a label."},"sharedWith":{"type":"object","required":false,"visibility":"user-only","description":"User IDs to share the plan with as a JSON object, e.g. {\\"<user-id>\\": true}. Set a value to false to unshare."}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_task":{"id":"microsoft_planner_update_task","name":"Update Microsoft Planner Task","description":"Update a task in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task to update (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to update (If-Match header)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new title of the task (e.g., \\"Review quarterly report\\")"},"bucketId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bucket ID to move the task to (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"dueDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"The due date and time for the task in ISO 8601 format (e.g., \\"2025-03-15T17:00:00Z\\")"},"startDateTime":{"type":"string","required":false,"visibility":"user-only","description":"The start date and time for the task (ISO 8601 format)"},"percentComplete":{"type":"number","required":false,"visibility":"user-only","description":"The percentage of task completion (0-100)"},"priority":{"type":"number","required":false,"visibility":"user-only","description":"The priority of the task (0-10)"},"assigneeUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID to assign the task to (e.g., \\"e82f74c3-4d8a-4b5c-9f1e-2a6b8c9d0e3f\\")"},"appliedCategories":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated category labels to apply to the task, e.g. \\"category1,category3\\" (up to category1-category25, plan-defined color labels)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_task_details":{"id":"microsoft_planner_update_task_details","name":"Update Microsoft Planner Task Details","description":"Update task details including description, checklist items, and references in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task details to update (If-Match header)"},"description":{"type":"string","required":false,"visibility":"user-only","description":"The description of the task"},"checklist":{"type":"object","required":false,"visibility":"user-only","description":"Checklist items as a JSON object"},"references":{"type":"object","required":false,"visibility":"user-only","description":"References as a JSON object"},"previewType":{"type":"string","required":false,"visibility":"user-only","description":"Preview type: automatic, noPreview, checklist, description, or reference"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_teams_delete_channel_message":{"id":"microsoft_teams_delete_channel_message","name":"Delete Microsoft Teams Channel Message","description":"Soft delete a message in a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings or channel info)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel containing the message (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_delete_chat_message":{"id":"microsoft_teams_delete_chat_message","name":"Delete Microsoft Teams Chat Message","description":"Soft delete a message in a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat containing the message (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_get_message":{"id":"microsoft_teams_get_message","name":"Get Microsoft Teams Message","description":"Get a specific message from a Microsoft Teams chat or channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID)"},"channelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the channel for channel messages (e.g., \\"19:abc123def456@thread.tacv2\\")"},"chatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the chat for chat messages (e.g., \\"19:abc123def456@thread.v2\\")"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to retrieve (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_channel_members":{"id":"microsoft_teams_list_channel_members","name":"List Microsoft Teams Channel Members","description":"List all members of a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_channels":{"id":"microsoft_teams_list_channels","name":"List Microsoft Teams Channels","description":"List all channels in a Microsoft Teams team","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_chat_members":{"id":"microsoft_teams_list_chat_members","name":"List Microsoft Teams Chat Members","description":"List all members of a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_chats":{"id":"microsoft_teams_list_chats","name":"List Microsoft Teams Chats","description":"List the Microsoft Teams chats the current user is part of","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_team_members":{"id":"microsoft_teams_list_team_members","name":"List Microsoft Teams Team Members","description":"List all members of a Microsoft Teams team","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_teams":{"id":"microsoft_teams_list_teams","name":"List Microsoft Teams","description":"List the Microsoft Teams the current user is a direct member of","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_read_channel":{"id":"microsoft_teams_read_channel","name":"Read Microsoft Teams Channel","description":"Read content from a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team to read from (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel to read from (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-only","description":"Download and include message attachments (hosted contents) into storage"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_read_chat":{"id":"microsoft_teams_read_chat","name":"Read Microsoft Teams Chat","description":"Read content from a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat to read from (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-only","description":"Download and include message attachments (hosted contents) into storage"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_reply_to_message":{"id":"microsoft_teams_reply_to_message","name":"Reply to Microsoft Teams Channel Message","description":"Reply to an existing message in a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings or channel info)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to reply to (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The reply content (plain text or HTML formatted message)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_set_reaction":{"id":"microsoft_teams_set_reaction","name":"Add Reaction to Microsoft Teams Message","description":"Add an emoji reaction to a message in Microsoft Teams","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID)"},"channelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the channel for channel messages (e.g., \\"19:abc123def456@thread.tacv2\\")"},"chatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the chat for chat messages (e.g., \\"19:abc123def456@thread.v2\\")"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to react to (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"reactionType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The emoji reaction (e.g., ❤️, 👍, 😊)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_unset_reaction":{"id":"microsoft_teams_unset_reaction","name":"Remove Reaction from Microsoft Teams Message","description":"Remove an emoji reaction from a message in Microsoft Teams","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - 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If omitted, the drive root is used."},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive to list from. Required for SharePoint. If omitted, uses the personal OneDrive."},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to request from Microsoft Graph (1-200, default 50)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s nextPageToken, used to fetch the next page"}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"microsoft_word_read":{"id":"microsoft_word_read","name":"Read Microsoft Word Document","description":"Read the text content of a Microsoft Word (.docx) document stored in OneDrive or SharePoint.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Graph API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The drive item ID of the Word document to read"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the document. Required for SharePoint. If omitted, uses the personal OneDrive."}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"microsoft_word_replace_text":{"id":"microsoft_word_replace_text","name":"Replace Text in Microsoft Word Document","description":"Find and replace text throughout a Microsoft Word (.docx) document, including its headers and footers. Use this to fill placeholders in a template document. Fails rather than overwriting if someone else changed the document while the edit was in flight.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Graph API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The drive item ID of the Word document to edit"},"findText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The literal text to find (e.g., \\"{{customer_name}}\\"). Matched as plain text, not a pattern, and never across a paragraph break."},"replaceText":{"type":"string","required":false,"visibility":"user-or-llm","description":"The text to substitute for each match. Omit to delete the matched text."},"matchCase":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether matching is case-sensitive. Defaults to false."},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the document. Required for SharePoint. If omitted, uses the personal OneDrive."}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"microsoft_word_update":{"id":"microsoft_word_update","name":"Update Microsoft Word Document","description":"Replace the entire contents of an existing Microsoft Word (.docx) document with new text. The previous content and its formatting are discarded — use Append to add to a document instead.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Graph API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The drive item ID of the Word document to replace"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new text content of the document. Markdown headings (# ## ###), bullets (- item), and inline **bold** / *italic* are converted to Word formatting; every other line becomes a paragraph."},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the document. Required for SharePoint. If omitted, uses the personal OneDrive."}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"millionverifier_get_credits":{"id":"millionverifier_get_credits","name":"MillionVerifier Get Credits","description":"Retrieve the remaining verification credits for the authenticated account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"MillionVerifier API Key"}},"hostedApiKey":"none"},"millionverifier_verify_email":{"id":"millionverifier_verify_email","name":"MillionVerifier Verify Email","description":"Verify the deliverability of an email address. 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Overrides Message when provided."},"fp":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fingerprint identifier for tracking conversation sessions (default \\"anonymous\\")"},"threadId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread ID from a previous response, to continue the same conversation"},"retrievalPageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of documentation search results used to generate the response"},"currentPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"Path of the page the user is currently viewing, for more relevant answers (max 200 characters)"},"version":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter retrieval by documentation version"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter retrieval by content language"},"groups":{"type":"json","required":false,"visibility":"user-or-llm","description":"Group identifiers to filter retrieval by, as a JSON array of strings"},"assistantContext":{"type":"json","required":false,"visibility":"user-or-llm","description":"Contextual snippets for the assistant, as a JSON array of objects with type (\\"code\\" or \\"textSelection\\"), value, and optional path and elementId"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mintlify assistant API key (starts with mint_dsc_)"}},"hostedApiKey":"none"},"mintlify_detect_ai_prose":{"id":"mintlify_detect_ai_prose","name":"Mintlify Detect AI-Sounding Prose","description":"Analyze a documentation page for AI-generated prose and return flagged passages with suggested human rewrites. 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GPT Image models: auto, 1024x1024, 1536x1024, or 1024x1536. gpt-image-2 also supports 2560x1440 and 3840x2160."},"quality":{"type":"string","required":false,"visibility":"user-or-llm","description":"Quality. dall-e-3: standard|hd. GPT Image models: auto|low|medium|high"},"style":{"type":"string","required":false,"visibility":"user-or-llm","description":"The style of the image (vivid or natural), only for dall-e-3"},"background":{"type":"string","required":false,"visibility":"user-or-llm","description":"Background for GPT Image models: auto|transparent|opaque"},"outputFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output image format (png, jpeg, webp), only for GPT Image models"},"moderation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Moderation level (auto or low), only for GPT Image models"},"n":{"type":"number","required":false,"visibility":"hidden","description":"Reserved for legacy callers. 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The join URL depends on the meeting providers the mailbox allows (Teams on work/school accounts); personal accounts have no supported provider, so onlineMeeting.joinUrl stays null there."}},"oauth":{"required":true,"provider":"outlook"},"hostedApiKey":"none"},"outlook_calendar_delete_event":{"id":"outlook_calendar_delete_event","name":"Outlook Delete Calendar Event","description":"Delete an Outlook calendar event by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to delete"}},"oauth":{"required":true,"provider":"outlook"},"hostedApiKey":"none"},"outlook_calendar_get_event":{"id":"outlook_calendar_get_event","name":"Outlook Get Calendar Event","description":"Get a single Outlook calendar event by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to retrieve"}},"oauth":{"required":true,"provider":"outlook"},"hostedApiKey":"none"},"outlook_calendar_list_events":{"id":"outlook_calendar_list_events","name":"Outlook List Calendar Events","description":"List Outlook calendar events within a start/end time window","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"calendarId":{"type":"string","required":false,"visibility":"user-only","description":"ID of the calendar to read. 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A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_company_similar_companies":{"id":"pitchbook_company_similar_companies","name":"PitchBook Similar Companies","description":"Retrieve companies PitchBook scores as similar to a given company, flagging which are direct competitors","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_social_analytics":{"id":"pitchbook_company_social_analytics","name":"PitchBook Company Social Analytics","description":"Retrieve web and social growth and size metrics for a company, with percentile ranks","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"compare":{"type":"string","required":false,"visibility":"user-or-llm","description":"Benchmark the signals against a peer set: SIMILAR_COMPANIES, INDUSTRY, VERTICALS, or ALL_COMPANIES"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_updates":{"id":"pitchbook_company_updates","name":"PitchBook Company Updates","description":"Check which company datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_vc_exit_predictions":{"id":"pitchbook_company_vc_exit_predictions","name":"PitchBook VC Exit Predictions","description":"Retrieve PitchBook machine-learning exit predictions for a VC-backed company. Requires at least two funding rounds in the past six years.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_contracts_history":{"id":"pitchbook_contracts_history","name":"PitchBook Contracts History","description":"Retrieve the API contracts on the account with their pricing model, term, and credit balances","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"activeContract":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set true for only active contracts, false for only past ones. Omit to return every contract."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_cost_of_calls":{"id":"pitchbook_cost_of_calls","name":"PitchBook Cost of Calls","description":"Retrieve the credit cost of every API endpoint under a given pricing model, for first-time and refresh calls","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pricingModel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pricing model to price against: SUBSCRIPTION or PAY_PER_CALL"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_history":{"id":"pitchbook_credit_history","name":"PitchBook Credit History","description":"Retrieve API credit usage and remaining balance per contract, for up to the last 90 days","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news":{"id":"pitchbook_credit_news","name":"PitchBook Credit News Article","description":"Retrieve one credit analysis article in full, including its body text, authors, topics, and the issuer, lender, and sponsor it covers","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Credit news article ID, e.g. 1312103. Article IDs come from a credit news search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news_bulk":{"id":"pitchbook_credit_news_bulk","name":"PitchBook Credit News Bulk","description":"Retrieve many credit analysis articles in full in a single call, reporting which IDs were found, missing, or duplicated","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"articleIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Credit news article IDs to fetch, e.g. [11041384, 2142401]","items":{"type":"number","description":"Credit news article ID"}},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news_most_recent":{"id":"pitchbook_credit_news_most_recent","name":"PitchBook Most Recent Credit News","description":"Retrieve the most recently published credit analysis articles and their descriptions, without article bodies","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1. Increment it to reach older articles."},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page, between 1 and 250. Defaults to 25."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news_search":{"id":"pitchbook_credit_news_search","name":"PitchBook Credit News Search","description":"Search PitchBook credit analysis news by author, region, asset class, topic, issuer, lender, sponsor, and date","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"authors":{"type":"string","required":false,"visibility":"user-or-llm","description":"Article author name. Separate multiple values with a comma."},"regions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Region the article covers: United States or Europe."},"assetClasses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Asset class the article covers. Separate multiple values with a comma."},"topics":{"type":"string","required":false,"visibility":"user-or-llm","description":"Topic the article covers. Separate multiple values with a comma."},"issuer":{"type":"string","required":false,"visibility":"user-or-llm","description":"Issuer name. Separate multiple values with a comma."},"lender":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lender name. Separate multiple values with a comma."},"sponsor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sponsor name. Separate multiple values with a comma."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Publication date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page, between 1 and 250. Defaults to 25."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_bio":{"id":"pitchbook_deal_bio","name":"PitchBook Deal Bio","description":"Retrieve the summary of a deal: company, date, size, status, type, and which detail datasets are available for it","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_cap_table_history":{"id":"pitchbook_deal_cap_table_history","name":"PitchBook Deal Cap Table History","description":"Retrieve the cap table as of a deal, one row per stock series with its terms and ownership","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_debt_lenders":{"id":"pitchbook_deal_debt_lenders","name":"PitchBook Deal Debt and Lenders","description":"Retrieve the debt raised in a deal and the lenders behind it, with rate, maturity, seniority, and covenant terms","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_detailed":{"id":"pitchbook_deal_detailed","name":"PitchBook Deal Detailed","description":"Retrieve the full detail of a deal: synopsis, percent acquired, round, invested capital, ownership, debt, and stock split","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_investors":{"id":"pitchbook_deal_investors","name":"PitchBook Deal Investors","description":"Retrieve the investors, sellers, and exiting investors on a deal, including who led it","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_multiples":{"id":"pitchbook_deal_multiples","name":"PitchBook Deal Multiples","description":"Retrieve the valuation multiples for a deal against revenue, EBITDA, EBIT, cash flow, and net income","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_search":{"id":"pitchbook_deal_search","name":"PitchBook Deal Search","description":"Search PitchBook for deals by company, investor, deal type, size, date, and valuation","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"companyNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated company names, PitchBook IDs, websites, or tickers"},"investorNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated investor names, PitchBook IDs, websites, or tickers"},"keywords":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keywords associated with the companies involved"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country of the companies involved (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook industry code of the companies involved"},"verticals":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook vertical code of the companies involved"},"dealType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook deal type code (e.g. evc for early-stage VC)"},"dealStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal status code, distinguishing completed, failed, and upcoming deals"},"dealSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal size in millions. Use >100, <100, or 10^100 for a range"},"dealDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"postValuation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Post-money valuation in millions. Use >100, <100, or 10^100 for a range"},"revenue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Revenue of the companies involved in millions. Use >100, <100, or 10^100 for a range"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_deal_service_providers":{"id":"pitchbook_deal_service_providers","name":"PitchBook Deal Service Providers","description":"Retrieve the service providers that worked on a deal and which party each represented","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_stock_info":{"id":"pitchbook_deal_stock_info","name":"PitchBook Deal Stock Info","description":"Retrieve the share terms of a deal: price per share, shares acquired, and the preference, dividend, and voting rights attached","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_tranche_info":{"id":"pitchbook_deal_tranche_info","name":"PitchBook Deal Tranche Info","description":"Retrieve the tranches a deal was funded in, with each tranche date, size, and investors","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_updates":{"id":"pitchbook_deal_updates","name":"PitchBook Deal Updates","description":"Check which deal datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_valuation":{"id":"pitchbook_deal_valuation","name":"PitchBook Deal Valuation","description":"Retrieve the pre-money and post-money valuation recorded for a deal","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_affiliates":{"id":"pitchbook_entity_affiliates","name":"PitchBook Entity Affiliates","description":"Retrieve the affiliated entities linked to an entity and how each is related","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_locations":{"id":"pitchbook_entity_locations","name":"PitchBook Entity Locations","description":"Retrieve the headquarters and every alternate office on record for an entity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_news":{"id":"pitchbook_entity_news","name":"PitchBook Entity News","description":"Retrieve recent news articles PitchBook has associated with an entity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Publication window, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many days back to pull news for (e.g. 20)"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_people":{"id":"pitchbook_entity_people","name":"PitchBook Entity People","description":"Retrieve the people at an entity: primary contact, current and former team, and current and former board members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_updates":{"id":"pitchbook_entity_updates","name":"PitchBook Entity Updates","description":"Check which entity datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_active_investments":{"id":"pitchbook_fund_active_investments","name":"PitchBook Fund Active Investments","description":"Retrieve only the portfolio positions a fund still holds","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_benchmark":{"id":"pitchbook_fund_benchmark","name":"PitchBook Fund Benchmark","description":"Retrieve the peer benchmark for a fund: benchmark IRR, DPI, TVPI, RVPI, and the funds it is drawn from","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_bio":{"id":"pitchbook_fund_bio","name":"PitchBook Fund Bio","description":"Retrieve the profile of a fund: managers, vintage, status, type, size, target, location, and team","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F and come from a fund search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_cash_flows":{"id":"pitchbook_fund_cash_flows","name":"PitchBook Fund Cash Flows","description":"Retrieve contributed, distributed, and remaining value for a fund as of a specific quarter","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"period":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reporting quarter to fetch, formatted as quarter then year, e.g. 4Q2018"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_commitments":{"id":"pitchbook_fund_commitments","name":"PitchBook Fund Commitments","description":"Retrieve the limited partners committed to a fund, with commitment date, size, status, and type","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F and come from a fund search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_investment_preferences":{"id":"pitchbook_fund_investment_preferences","name":"PitchBook Fund Investment Preferences","description":"Retrieve what a fund targets: check size, valuation, geography, industry, vertical, and deal type preferences","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_investments":{"id":"pitchbook_fund_investments","name":"PitchBook Fund Investments","description":"Retrieve every investment a fund has made, active and exited, with the deals that opened and closed each position","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_performance":{"id":"pitchbook_fund_performance","name":"PitchBook Fund Performance","description":"Retrieve the most recent reported returns for a fund: IRR, DPI, RVPI, TVPI, NAV, and benchmark quartile","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F and come from a fund search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_search":{"id":"pitchbook_fund_search","name":"PitchBook Fund Search","description":"Search PitchBook for funds by manager, type, size, vintage, and performance","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"fundNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fund names or PitchBook fund IDs"},"investorNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated names or PitchBook IDs of the fund managers"},"fundType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook fund type code"},"fundSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fund size in millions. Use >500, <500, or 1^5000 for a range"},"dryPowder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dry powder in millions. Use >500, <500, or 1^500 for a range"},"vintage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Vintage year. Use >2015, <2015, or 2015^2020 for a range"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the fund is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the fund is located in (e.g. USA)"},"irr":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal rate of return as a percentage. Use >20, <20, or 10^20 for a range"},"tvpi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Total value to paid-in multiple. Use >2, <2, or 1^2 for a range"},"dpi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Distributions to paid-in multiple. Use >1, <1, or 1^2 for a range"},"industryPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred industry codes the fund targets"},"geographicalPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred geography codes the fund targets"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_fund_team":{"id":"pitchbook_fund_team","name":"PitchBook Fund Team","description":"Retrieve the active and former people on a fund team","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_updates":{"id":"pitchbook_fund_updates","name":"PitchBook Fund Updates","description":"Check which fund datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_active_investments":{"id":"pitchbook_investor_active_investments","name":"PitchBook Investor Active Investments","description":"Retrieve only the positions an investor still holds","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_bio":{"id":"pitchbook_investor_bio","name":"PitchBook Investor Bio","description":"Retrieve the core profile of an investor: names, description, HQ, type, AUM, dry powder, and headcount","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_board_seats":{"id":"pitchbook_investor_board_seats","name":"PitchBook Investor Board Seats","description":"Retrieve the board seats an investor holds and previously held across its portfolio","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_deal_service_providers":{"id":"pitchbook_investor_deal_service_providers","name":"PitchBook Investor Deal Service Providers","description":"Retrieve the service providers that worked on an investor deals, and what each was hired for","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_funds":{"id":"pitchbook_investor_funds","name":"PitchBook Investor Funds","description":"Retrieve the funds an investor manages, with open and closed counts and the min, median, and max fund size","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_general_service_providers":{"id":"pitchbook_investor_general_service_providers","name":"PitchBook Investor General Service Providers","description":"Retrieve the current and former general service providers engaged by an investor","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_investments":{"id":"pitchbook_investor_investments","name":"PitchBook Investor Investments","description":"Retrieve every investment an investor has made, active and exited, with the deals that opened and closed each position","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_last_closed_fund":{"id":"pitchbook_investor_last_closed_fund","name":"PitchBook Investor Last Closed Fund","description":"Retrieve the most recently closed fund raised by an investor, with its size, type, and vintage","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_preferences":{"id":"pitchbook_investor_preferences","name":"PitchBook Investor Preferences","description":"Retrieve what an investor targets: check size, deal size, valuation, revenue, geography, industry, and deal type preferences","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_search":{"id":"pitchbook_investor_search","name":"PitchBook Investor Search","description":"Search PitchBook for investors by type, location, assets under management, fund profile, and deal activity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"investorNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated investor names, PitchBook IDs, websites, or tickers"},"investorType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook investor type code (e.g. LP_BI, LP_E)"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the investor is located in"},"stateProvince":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province the investor is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the investor is located in (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"aum":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assets under management in millions. Use >1000, <1000, or 100^1000 for a range"},"dryPowder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dry powder in millions. Use >500, <500, or 1^500 for a range"},"fundType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook fund type code of the investor funds"},"fundSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fund size in millions. Use >500, <500, or 1^500 for a range"},"dealType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook deal type code the investor has participated in"},"dealDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"dealSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal size in millions. Use >100, <100, or 10^100 for a range"},"preferredDealTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred deal type codes the investor targets"},"industryPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred industry codes the investor targets"},"geographicalPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred geography codes the investor targets"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_investor_updates":{"id":"pitchbook_investor_updates","name":"PitchBook Investor Updates","description":"Check which investor datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_actual_allocations":{"id":"pitchbook_limited_partner_actual_allocations","name":"PitchBook Limited Partner Actual Allocations","description":"Retrieve a limited partner reported asset allocation across cash, equities, fixed income, private equity, real estate, and alternatives","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_bio":{"id":"pitchbook_limited_partner_bio","name":"PitchBook Limited Partner Bio","description":"Retrieve the profile of a limited partner: names, description, type, assets under management, and staff","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50. Use a limited partner search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_commitment_aggregates":{"id":"pitchbook_limited_partner_commitment_aggregates","name":"PitchBook Limited Partner Commitment Aggregates","description":"Retrieve a limited partner commitments rolled up by fund type, both active and all-time","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_commitment_preferences":{"id":"pitchbook_limited_partner_commitment_preferences","name":"PitchBook Limited Partner Commitment Preferences","description":"Retrieve what a limited partner commits to: preferred commitment size, fund types, and geographies","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_commitments_detailed":{"id":"pitchbook_limited_partner_commitments_detailed","name":"PitchBook Limited Partner Commitments","description":"Retrieve every fund commitment a limited partner has made, with date, size, status, and the managers behind each fund","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_search":{"id":"pitchbook_limited_partner_search","name":"PitchBook Limited Partner Search","description":"Search PitchBook for limited partners by type, location, assets under management, and commitment activity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"limitedPartnerNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated limited partner names or PitchBook IDs"},"limitedPartnerType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook limited partner type code"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the limited partner is located in"},"stateProvince":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province the limited partner is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the limited partner is located in (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"aum":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assets under management in millions. Use >1000, <1000, or 100^1000 for a range"},"numberOfCommitments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of fund commitments. Use >1000, <1000, or 10^100 for a range"},"commitmentSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commitment size in millions. Use >100, <100, or 10^100 for a range"},"commitmentDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commitment date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"fundType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook fund type code the limited partner commits to"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_limited_partner_service_providers":{"id":"pitchbook_limited_partner_service_providers","name":"PitchBook Limited Partner Service Providers","description":"Retrieve the current and former service providers engaged by a limited partner","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_target_allocations":{"id":"pitchbook_limited_partner_target_allocations","name":"PitchBook Limited Partner Target Allocations","description":"Retrieve a limited partner target allocation ranges per asset class, in both value and percentage terms","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_updates":{"id":"pitchbook_limited_partner_updates","name":"PitchBook Limited Partner Updates","description":"Check which limited partner datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_lookup_table_structure":{"id":"pitchbook_lookup_table_structure","name":"PitchBook Lookup Table Structure","description":"List the lookup tables backing the search endpoints. Use this to find which table holds the codes a search filter expects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_lookup_tables":{"id":"pitchbook_lookup_tables","name":"PitchBook Lookup Tables","description":"Retrieve the codes in one or more lookup tables. These are the codes the search filters expect, such as INDUSTRY or VERTICAL.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"tableNames":{"type":"string","required":true,"visibility":"user-or-llm","description":"Lookup tables to return, e.g. INDUSTRY or VERTICAL. Separate multiple names with a comma. Use the lookup table structure operation to see what is available."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_patent_detailed":{"id":"pitchbook_patent_detailed","name":"PitchBook Patent Detail","description":"Retrieve the full record for a single patent: title, status, dates, assignees, inventors, citations, and claim counts","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Patent ID, e.g. EP-3167426-B1. Patent IDs come from a patent search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_patent_search":{"id":"pitchbook_patent_search","name":"PitchBook Patent Search","description":"Search the patents held by a company by status, filing and publication date, authority, and CPC classification","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Patent status: Active, Pending, or Inactive. Separate multiple values with a comma."},"publicationDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Publication date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range."},"firstFilingDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"First filing date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range."},"filingAuthorityLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filing authority location, e.g. EP or US. Separate multiple values with a comma."},"cpcSectionCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"CPC section code. Separate multiple values with a comma."},"cpcClassCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"CPC class code. Separate multiple values with a comma."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_people_search":{"id":"pitchbook_people_search","name":"PitchBook People Search","description":"Search PitchBook for people by name, employer, position, education, and location","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"personNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated person names or PitchBook person IDs"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the person"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the person"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the person"},"firmNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated firm names, PitchBook IDs, websites, or tickers the person is associated with"},"firmType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook firm type code of the associated firm"},"positionLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated position level codes (e.g. CEO, CFO, CIO)"},"positionTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Position title to match (e.g. Chief Executive Officer)"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department code the person works in"},"university":{"type":"string","required":false,"visibility":"user-or-llm","description":"University the person attended"},"biography":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keywords appearing in the person biography"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the person is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the person is located in (e.g. USA)"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook industry code of the associated firm"},"verticals":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook vertical code of the associated firm"},"primaryPositionOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only match the person primary position rather than any position they hold"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_person_bio":{"id":"pitchbook_person_bio","name":"PitchBook Person Bio","description":"Retrieve the profile of a person: name, biography, LinkedIn, primary employer, position, and office","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook person ID, e.g. 53503-66P. Person IDs end in P and come from a people search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_person_contact":{"id":"pitchbook_person_contact","name":"PitchBook Person Contact","description":"Retrieve the direct contact details on file for a person","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook person ID, e.g. 53503-66P. Person IDs end in P and come from a people search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_person_education_work":{"id":"pitchbook_person_education_work","name":"PitchBook Person Education and Work","description":"Retrieve a person full history: education, company roles, board seats, deal roles, and fund roles","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook person ID, e.g. 53503-66P. Person IDs end in P and come from a people search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_sandbox_entities":{"id":"pitchbook_sandbox_entities","name":"PitchBook Sandbox Entities","description":"List the entities a sandbox API key is allowed to query, so test workflows have real IDs to run against","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity type to list: COMPANIES, INVESTORS, LIMITED_PARTNERS, SERVICE_PROVIDERS, PEOPLE, DEALS, or FUNDS. The matching array on the response is named after it, so COMPANIES returns a companies array."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_search":{"id":"pitchbook_search","name":"PitchBook Search","description":"Search across every PitchBook entity type at once by name, PitchBook ID, website, or ticker. Use this to resolve a company, investor, or fund to its PitchBook ID before calling a profile operation.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"What to look up: an entity name, a PitchBook ID, a website, a ticker, or an exchange-qualified ticker. Names and websites match partially once the term is long enough; IDs and tickers match exactly."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"}},"hostedApiKey":"none"},"pitchbook_service_provider_bio":{"id":"pitchbook_service_provider_bio","name":"PitchBook Service Provider Bio","description":"Retrieve the profile of a service provider: names, types, description, and how many companies, deals, investors, funds, and limited partners it has serviced","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75. Use a service provider search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_service_provider_search":{"id":"pitchbook_service_provider_search","name":"PitchBook Service Provider Search","description":"Search PitchBook for service providers by type, location, and the deals they have worked on","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"serviceProviderNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated service provider names or PitchBook IDs"},"serviceProviderType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook service provider type code"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the service provider is located in"},"stateProvince":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province the service provider is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the service provider is located in (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"numberOfDeals":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of deals worked on. Use >50, <50, or 10^50 for a range"},"dealType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook deal type code of the deals worked on"},"dealDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"dealSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal size in millions. Use >450, <450, or 10^450 for a range"},"serviceTypesOnDeal":{"type":"string","required":false,"visibility":"user-or-llm","description":"Service type codes provided on the deal"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_service_provider_updates":{"id":"pitchbook_service_provider_updates","name":"PitchBook Service Provider Updates","description":"Check which service provider datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_companies":{"id":"pitchbook_serviced_companies","name":"PitchBook Serviced Companies","description":"Retrieve the companies a service provider currently and formerly serves","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_deals":{"id":"pitchbook_serviced_deals","name":"PitchBook Serviced Deals","description":"Retrieve the deals a service provider worked on and what it was hired for on each","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_funds":{"id":"pitchbook_serviced_funds","name":"PitchBook Serviced Funds","description":"Retrieve the funds a service provider has worked with and the service provided to each","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_investors":{"id":"pitchbook_serviced_investors","name":"PitchBook Serviced Investors","description":"Retrieve the investors a service provider currently and formerly serves","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_limited_partners":{"id":"pitchbook_serviced_limited_partners","name":"PitchBook Serviced Limited Partners","description":"Retrieve the limited partners a service provider currently and formerly serves","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_shared_search":{"id":"pitchbook_shared_search","name":"PitchBook Shared Search","description":"Extract the names and PitchBook IDs behind an Advanced Search shared from the PitchBook platform, using the search ID and hash from the shared link","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity type the shared search returns: COMPANIES, DEALS, INVESTORS, SERVICE_PROVIDERS, LIMITED_PARTNERS, PEOPLE, ENTITY_MANAGEMENT, or FUNDS"},"searchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search ID from the shared link, the path segment after /search/ (e.g. 8e6bd17e-dea5-4eca-8143-dddb2ab623a0)"},"hash":{"type":"string","required":true,"visibility":"user-or-llm","description":"Hash query parameter from the shared link"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_usage_report":{"id":"pitchbook_usage_report","name":"PitchBook Usage Report","description":"Retrieve how many API calls were made and how many credits they charged, for up to the last 90 days","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"polymarket_get_activity":{"id":"polymarket_get_activity","name":"Get Activity from Polymarket","description":"Retrieve on-chain activity for a user including trades, splits, merges, redemptions, rewards, and conversions","version":"1.0.0","params":{"user":{"type":"string","required":true,"description":"User wallet address (0x-prefixed)","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Maximum results to return (e.g., \\"50\\"). Default: 100, max: 500.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"100\\"). Default: 0, max: 10000.","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Comma-separated condition IDs (e.g., \\"0x1234...abcd,0x5678...efgh\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Comma-separated event IDs (e.g., \\"12345,67890\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"type":{"type":"string","required":false,"description":"Activity type filter: TRADE, SPLIT, MERGE, REDEEM, REWARD, CONVERSION, MAKER_REBATE, REFERRAL_REWARD","visibility":"user-or-llm"},"start":{"type":"number","required":false,"description":"Start timestamp (Unix seconds)","visibility":"user-or-llm"},"end":{"type":"number","required":false,"description":"End timestamp (Unix seconds)","visibility":"user-or-llm"},"sortBy":{"type":"string","required":false,"description":"Sort field: TIMESTAMP, TOKENS, or CASH (default: TIMESTAMP)","visibility":"user-or-llm"},"sortDirection":{"type":"string","required":false,"description":"Sort direction: ASC or DESC (default: DESC)","visibility":"user-or-llm"},"side":{"type":"string","required":false,"description":"Trade side filter: BUY or SELL (only applies to trades)","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_event":{"id":"polymarket_get_event","name":"Get Event from Polymarket","description":"Retrieve details of a specific event by ID or slug","version":"1.0.0","params":{"eventId":{"type":"string","required":false,"description":"The numeric event ID (e.g., \\"12345\\"). Required if slug is not provided.","visibility":"user-or-llm"},"slug":{"type":"string","required":false,"description":"The event slug (e.g., \\"2024-presidential-election\\"). URL-friendly identifier. Required if eventId is not provided.","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_events":{"id":"polymarket_get_events","name":"Get Events from Polymarket","description":"Retrieve a list of events from Polymarket with optional filtering","version":"1.0.0","params":{"closed":{"type":"string","required":false,"description":"Filter by closed status (true/false). Use false for open events only.","visibility":"user-or-llm"},"order":{"type":"string","required":false,"description":"Sort field (e.g., volume, liquidity, startDate, endDate, createdAt)","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"tagId":{"type":"string","required":false,"description":"Filter by tag ID","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). 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Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the cohort (optional - PostHog will use \\"Untitled cohort\\" if not provided)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the cohort"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of filter configuration for the cohort"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of query configuration for the cohort"},"is_static":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the cohort is static (default: false)","default":false},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of groups that define the cohort"}},"hostedApiKey":"none"},"posthog_create_dashboard":{"id":"posthog_create_dashboard","name":"PostHog Create Dashboard","description":"Create a new dashboard in PostHog. Optionally seed it from a built-in template, then attach insights to it afterward.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new dashboard"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the dashboard"},"pinned":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to pin the dashboard to the sidebar"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the dashboard"},"useTemplate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of a built-in PostHog dashboard template to seed this dashboard from (e.g., \\"Product analytics\\")"}},"hostedApiKey":"none"},"posthog_create_experiment":{"id":"posthog_create_experiment","name":"PostHog Create Experiment","description":"Create a new experiment in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Experiment name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment description"},"featureFlagKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Feature flag key to use for the experiment"},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment parameters as JSON string"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment filters as JSON string"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment start date (ISO format)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment end date (ISO format)"}},"hostedApiKey":"none"},"posthog_create_feature_flag":{"id":"posthog_create_feature_flag","name":"PostHog Create Feature Flag","description":"Create a new feature flag in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag name (optional - can be empty)"},"key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Feature flag key (unique identifier)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag filters as JSON string"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the flag is active (default: true)","default":true},"ensureExperienceContinuity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to ensure experience continuity (default: false)","default":false},"rolloutPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rollout percentage (0-100)"}},"hostedApiKey":"none"},"posthog_create_insight":{"id":"posthog_create_insight","name":"PostHog Create Insight","description":"Create a new insight in PostHog. Requires insight name and a query configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the insight (optional - PostHog will generate a derived name if not provided)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the insight"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of query configuration for the insight"},"dashboards":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of dashboard IDs to add this insight to"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the insight"}},"hostedApiKey":"none"},"posthog_create_survey":{"id":"posthog_create_survey","name":"PostHog Create Survey","description":"Create a new survey in PostHog. Supports question types: Basic (open), Link, Rating, and Multiple Choice.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey description"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey type: popover (in-app) or api (custom implementation) (default: popover)","default":"popover"},"questions":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON string of survey questions array. Each question must have type (open/link/rating/multiple_choice) and question text. Rating questions can have scale (1-10), lowerBoundLabel, upperBoundLabel. Multiple choice questions need choices array. Link questions can have buttonText."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey start date in ISO 8601 format"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey end date in ISO 8601 format"},"appearance":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of appearance configuration (colors, position, etc.)"},"conditions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of display conditions (URL matching, etc.)"},"targetingFlagFilters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of feature flag filters for targeting"},"linkedFlagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag ID to link to this survey"},"responsesLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of responses to collect"}},"hostedApiKey":"none"},"posthog_delete_feature_flag":{"id":"posthog_delete_feature_flag","name":"PostHog Delete Feature Flag","description":"Delete a feature flag from PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID to delete (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_delete_person":{"id":"posthog_delete_person","name":"PostHog Delete Person","description":"Delete a person from PostHog. This will remove all associated events and data. Use with caution.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}},"hostedApiKey":"none"},"posthog_delete_survey":{"id":"posthog_delete_survey","name":"PostHog Delete Survey","description":"Delete a survey from PostHog. Use this to remove expired or unused surveys.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_evaluate_flags":{"id":"posthog_evaluate_flags","name":"PostHog Evaluate Feature Flags","description":"Evaluate feature flags for a specific user or group. This is a public endpoint that uses the project API key.","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (not personal API key)"},"distinctId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The distinct ID of the user to evaluate flags for (e.g., \\"user123\\" or email)"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"Groups as JSON string (e.g., {\\"company\\": \\"company_id_in_your_db\\"})"},"personProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Person properties as JSON string"},"groupProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group properties as JSON string"}},"hostedApiKey":"none"},"posthog_get_cohort":{"id":"posthog_get_cohort","name":"PostHog Get Cohort","description":"Get a specific cohort by ID from PostHog. Returns detailed cohort definition, filters, and user count.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_dashboard":{"id":"posthog_get_dashboard","name":"PostHog Get Dashboard","description":"Get a specific dashboard by ID from PostHog. Returns detailed dashboard configuration, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"dashboardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dashboard ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_event_definition":{"id":"posthog_get_event_definition","name":"PostHog Get Event Definition","description":"Get details of a specific event definition in PostHog. Returns comprehensive information about the event including metadata, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_experiment":{"id":"posthog_get_experiment","name":"PostHog Get Experiment","description":"Get details of a specific experiment","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_feature_flag":{"id":"posthog_get_feature_flag","name":"PostHog Get Feature Flag","description":"Get details of a specific feature flag","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_insight":{"id":"posthog_get_insight","name":"PostHog Get Insight","description":"Get a specific insight by ID from PostHog. Returns detailed insight configuration and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to retrieve (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_organization":{"id":"posthog_get_organization","name":"PostHog Get Organization","description":"Get detailed information about a specific organization by ID. Returns comprehensive organization settings, features, usage, and team information.","version":"1.0.0","params":{"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization ID (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_person":{"id":"posthog_get_person","name":"PostHog Get Person","description":"Get detailed information about a specific person in PostHog by their ID or UUID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}},"hostedApiKey":"none"},"posthog_get_project":{"id":"posthog_get_project","name":"PostHog Get Project","description":"Get detailed information about a specific project by ID. Returns comprehensive project configuration, settings, and feature flags.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID (e.g., \\"12345\\" or project UUID)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_property_definition":{"id":"posthog_get_property_definition","name":"PostHog Get Property Definition","description":"Get details of a specific property definition in PostHog. Returns comprehensive information about the property including metadata, type, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_session_recording":{"id":"posthog_get_session_recording","name":"PostHog Get Session Recording","description":"Get details of a specific session recording in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Session recording ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_survey":{"id":"posthog_get_survey","name":"PostHog Get Survey","description":"Get details of a specific survey in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_list_actions":{"id":"posthog_list_actions","name":"PostHog List Actions","description":"List all actions in a PostHog project. Returns action definitions, steps, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter actions by name"}},"hostedApiKey":"none"},"posthog_list_annotations":{"id":"posthog_list_annotations","name":"PostHog List Annotations","description":"List all annotations in a PostHog project. Returns annotation content, timestamps, and associated insights.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_cohorts":{"id":"posthog_list_cohorts","name":"PostHog List Cohorts","description":"List all cohorts in a PostHog project. Returns cohort definitions, filters, and user counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_dashboards":{"id":"posthog_list_dashboards","name":"PostHog List Dashboards","description":"List all dashboards in a PostHog project. Returns dashboard configurations, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_event_definitions":{"id":"posthog_list_event_definitions","name":"PostHog List Event Definitions","description":"List all event definitions in a PostHog project. Event definitions represent tracked events with metadata like descriptions, tags, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter event definitions by name"}},"hostedApiKey":"none"},"posthog_list_experiments":{"id":"posthog_list_experiments","name":"PostHog List Experiments","description":"List all experiments in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_feature_flags":{"id":"posthog_list_feature_flags","name":"PostHog List Feature Flags","description":"List all feature flags in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_insights":{"id":"posthog_list_insights","name":"PostHog List Insights","description":"List all insights in a PostHog project. Returns insight configurations and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_organizations":{"id":"posthog_list_organizations","name":"PostHog List Organizations","description":"List all organizations the user has access to. Returns organization details including name, slug, membership level, and available product features.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_list_persons":{"id":"posthog_list_persons","name":"PostHog List Persons","description":"List persons (users) in PostHog. Returns user profiles with their properties and distinct IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to return (default: 100, max: 100)","default":100},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search persons by email, name, or distinct ID"},"distinctId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by specific distinct_id"}},"hostedApiKey":"none"},"posthog_list_projects":{"id":"posthog_list_projects","name":"PostHog List Projects","description":"List all projects in the organization. Returns project details including IDs, names, API tokens, and settings. Useful for getting project IDs needed by other endpoints.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_list_property_definitions":{"id":"posthog_list_property_definitions","name":"PostHog List Property Definitions","description":"List all property definitions in a PostHog project. Property definitions represent tracked properties with metadata like descriptions, tags, types, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter property definitions by name"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by property type: event, person, or group"}},"hostedApiKey":"none"},"posthog_list_recording_playlists":{"id":"posthog_list_recording_playlists","name":"PostHog List Recording Playlists","description":"List session recording playlists in a PostHog project. Playlists allow you to organize and curate session recordings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_session_recordings":{"id":"posthog_list_session_recordings","name":"PostHog List Session Recordings","description":"List session recordings in a PostHog project. Session recordings capture user interactions with your application.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 50, e.g., 10, 25, 50)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 50, 100)"}},"hostedApiKey":"none"},"posthog_list_surveys":{"id":"posthog_list_surveys","name":"PostHog List Surveys","description":"List all surveys in a PostHog project. Surveys allow you to collect feedback from users.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_query":{"id":"posthog_query","name":"PostHog Query","description":"Execute a HogQL query in PostHog. HogQL is PostHog\'s SQL-like query language for analytics. Use this for advanced data retrieval and analysis.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"HogQL query to execute. Example: {\\"kind\\": \\"HogQLQuery\\", \\"query\\": \\"SELECT event, count() FROM events WHERE timestamp > now() - INTERVAL 1 DAY GROUP BY event\\"}"},"values":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON string of parameter values for parameterized queries. Example: {\\"user_id\\": \\"123\\"}"}},"hostedApiKey":"none"},"posthog_update_cohort":{"id":"posthog_update_cohort","name":"PostHog Update Cohort","description":"Update an existing cohort in PostHog. Can modify name, description, filters, query, static membership, and deleted status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the cohort"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description of the cohort"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated filter configuration for the cohort"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the cohort"},"isStatic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the cohort is static"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated groups that define the cohort"},"deleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to archive (soft-delete) the cohort"}},"hostedApiKey":"none"},"posthog_update_event_definition":{"id":"posthog_update_event_definition","name":"PostHog Update Event Definition","description":"Update an event definition in PostHog. Can modify description, tags, and verification status to maintain clean event schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the event"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the event"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the event as verified"}},"hostedApiKey":"none"},"posthog_update_experiment":{"id":"posthog_update_experiment","name":"PostHog Update Experiment","description":"Update an existing experiment in PostHog. Use this to change dates, archive an experiment, or adjust its parameters and filters.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment description"},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment parameters as JSON string"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment filters as JSON string"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated start date (ISO 8601). Set this to launch a draft experiment."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated end date (ISO 8601). Set this to conclude a running experiment."},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to archive the experiment"}},"hostedApiKey":"none"},"posthog_update_feature_flag":{"id":"posthog_update_feature_flag","name":"PostHog Update Feature Flag","description":"Update an existing feature flag in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag name"},"key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag key (unique identifier)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag filters as JSON string"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the flag is active"},"ensureExperienceContinuity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to ensure experience continuity"},"rolloutPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rollout percentage (0-100)"}},"hostedApiKey":"none"},"posthog_update_insight":{"id":"posthog_update_insight","name":"PostHog Update Insight","description":"Update an existing insight in PostHog. Can modify name, description, query, dashboards, tags, and favorited status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to update (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the insight"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the insight"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the insight"},"dashboards":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of dashboard IDs to attach this insight to"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the insight"},"favorited":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the insight as favorited"}},"hostedApiKey":"none"},"posthog_update_property_definition":{"id":"posthog_update_property_definition","name":"PostHog Update Property Definition","description":"Update a property definition in PostHog. Can modify description, tags, property type, and verification status to maintain clean property schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the property"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the property"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the property as verified"},"property_type":{"type":"string","required":false,"visibility":"user-or-llm","description":"The data type of the property (e.g., String, Numeric, Boolean, DateTime, etc.)"}},"hostedApiKey":"none"},"posthog_update_survey":{"id":"posthog_update_survey","name":"PostHog Update Survey","description":"Update an existing survey in PostHog. Can modify questions, appearance, conditions, and other settings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to update (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). 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Required for the certificate-expiration check"},"unit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unit for the certificate-expiration window: days, weeks, months (default), or years"}},"hostedApiKey":"none"},"rabbitmq_list_bindings":{"id":"rabbitmq_list_bindings","name":"RabbitMQ List Bindings","description":"List the bindings that route messages into a RabbitMQ queue, including the implicit default-exchange binding.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"queue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue whose bindings should be listed"}},"hostedApiKey":"none"},"rabbitmq_list_channels":{"id":"rabbitmq_list_channels","name":"RabbitMQ List Channels","description":"List open channels with their prefetch limit and unacknowledged message count, which is where stalled consumers show up. Channels are cluster-wide, not scoped to one virtual host.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Channels per page, from 1 to 500. Defaults to 50"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter channels whose name contains this value"},"useRegex":{"type":"boolean","required":false,"visibility":"user-only","description":"Treat the name filter as a regular expression"}},"hostedApiKey":"none"},"rabbitmq_list_connections":{"id":"rabbitmq_list_connections","name":"RabbitMQ List Connections","description":"List client connections to the broker with their user, state, and channel count. Connections are cluster-wide, not scoped to one virtual host.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Connections per page, from 1 to 500. Defaults to 50"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter connections whose name contains this value"},"useRegex":{"type":"boolean","required":false,"visibility":"user-only","description":"Treat the name filter as a regular expression"}},"hostedApiKey":"none"},"rabbitmq_list_consumers":{"id":"rabbitmq_list_consumers","name":"RabbitMQ List Consumers","description":"List the consumers subscribed in a virtual host. An empty result for a queue with a backlog means nothing is processing it.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"}},"hostedApiKey":"none"},"rabbitmq_list_exchange_bindings":{"id":"rabbitmq_list_exchange_bindings","name":"RabbitMQ List Exchange Bindings","description":"List everything an exchange routes to, so you can see which routing keys reach which queues.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"exchange":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exchange whose outgoing bindings should be listed. Leave empty for the default exchange, which is a valid value, so this is not required"}},"hostedApiKey":"none"},"rabbitmq_list_exchanges":{"id":"rabbitmq_list_exchanges","name":"RabbitMQ List Exchanges","description":"List exchanges in a RabbitMQ virtual host with their type and declaration settings.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Exchanges per page, from 1 to 500. Defaults to 50"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter exchanges whose name contains this value"},"useRegex":{"type":"boolean","required":false,"visibility":"user-only","description":"Treat the name filter as a regular expression"}},"hostedApiKey":"none"},"rabbitmq_list_nodes":{"id":"rabbitmq_list_nodes","name":"RabbitMQ List Nodes","description":"List the cluster nodes with memory, disk, file-descriptor, and alarm state. A fired alarm blocks publishers broker-wide.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"}},"hostedApiKey":"none"},"rabbitmq_list_policies":{"id":"rabbitmq_list_policies","name":"RabbitMQ List Policies","description":"List the policies in a virtual host. Policies are how dead-lettering, TTLs, and length limits get applied to matching queues and exchanges.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"}},"hostedApiKey":"none"},"rabbitmq_list_queues":{"id":"rabbitmq_list_queues","name":"RabbitMQ List Queues","description":"List queues in a RabbitMQ virtual host with their depth, consumer count, and configuration.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Queues per page, from 1 to 500. Defaults to 50"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter queues whose name contains this value"},"useRegex":{"type":"boolean","required":false,"visibility":"user-only","description":"Treat the name filter as a regular expression"}},"hostedApiKey":"none"},"rabbitmq_list_vhosts":{"id":"rabbitmq_list_vhosts","name":"RabbitMQ List Virtual Hosts","description":"List the virtual hosts on the broker with their message totals, so you can discover which scopes exist.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"}},"hostedApiKey":"none"},"rabbitmq_publish_message":{"id":"rabbitmq_publish_message","name":"RabbitMQ Publish Message","description":"Publish a message to a RabbitMQ exchange with a routing key. Reports whether the message was routed to at least one queue.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"exchange":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exchange to publish to. Leave empty to publish to the default exchange, which routes by queue name. Empty is a valid value, so this is not required."},"routingKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Routing key. When publishing to the default exchange this is the target queue name."},"payload":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message body to publish"},"payloadEncoding":{"type":"string","required":false,"visibility":"user-only","description":"How the payload is encoded: string (default) or base64"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"AMQP basic properties as a JSON object, e.g. {\\"delivery_mode\\":2,\\"content_type\\":\\"application/json\\"}"},"headers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message headers as a JSON object, e.g. {\\"source\\":\\"sim\\"}"}},"hostedApiKey":"none"},"rabbitmq_purge_queue":{"id":"rabbitmq_purge_queue","name":"RabbitMQ Purge Queue","description":"Discard every ready message in a RabbitMQ queue while leaving the queue itself in place.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"queue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the queue to purge"}},"hostedApiKey":"none"},"railway_create_environment":{"id":"railway_create_environment","name":"Railway Create Environment","description":"Create a Railway project environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment name"},"sourceEnvironmentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Environment ID to clone from"},"ephemeral":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the environment is ephemeral"},"skipInitialDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to skip initial deploys for the environment"},"stageInitialChanges":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to stage initial changes instead of applying them immediately"}},"hostedApiKey":"none"},"railway_create_project":{"id":"railway_create_project","name":"Railway Create Project","description":"Create a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Project description"},"workspaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workspace ID to create the project in"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the project should be publicly visible"},"defaultEnvironmentName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the default environment"},"prDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable pull request deploys"}},"hostedApiKey":"none"},"railway_create_service":{"id":"railway_create_service","name":"Railway Create Service","description":"Create a Railway service from a GitHub repo or Docker image","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Service name"},"repo":{"type":"string","required":false,"visibility":"user-or-llm","description":"GitHub repository in owner/name format to deploy from"},"image":{"type":"string","required":false,"visibility":"user-or-llm","description":"Docker image to deploy, for example redis:7-alpine"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git branch to deploy when using a repository source"}},"hostedApiKey":"none"},"railway_delete_environment":{"id":"railway_delete_environment","name":"Railway Delete Environment","description":"Delete a Railway project environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"}},"hostedApiKey":"none"},"railway_delete_project":{"id":"railway_delete_project","name":"Railway Delete Project","description":"Delete a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}},"hostedApiKey":"none"},"railway_delete_service":{"id":"railway_delete_service","name":"Railway Delete Service","description":"Delete a Railway service and all of its deployments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"}},"hostedApiKey":"none"},"railway_delete_variable":{"id":"railway_delete_variable","name":"Railway Delete Variable","description":"Delete a Railway environment variable","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Variable name to delete"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit to delete a shared variable."}},"hostedApiKey":"none"},"railway_deploy_service":{"id":"railway_deploy_service","name":"Railway Deploy Service","description":"Trigger a deployment for a Railway service in an environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"commitSha":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific Git commit SHA to deploy"}},"hostedApiKey":"none"},"railway_get_deployment":{"id":"railway_get_deployment","name":"Railway Get Deployment","description":"Get details for a single Railway deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"}},"hostedApiKey":"none"},"railway_get_deployment_logs":{"id":"railway_get_deployment_logs","name":"Railway Get Deployment Logs","description":"Retrieve runtime logs for a Railway deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of log lines to return"}},"hostedApiKey":"none"},"railway_get_project":{"id":"railway_get_project","name":"Railway Get Project","description":"Get a Railway project with its services and environments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}},"hostedApiKey":"none"},"railway_list_deployments":{"id":"railway_list_deployments","name":"Railway List Deployments","description":"List deployments for a Railway service in an environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"first":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of deployments to return"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"}},"hostedApiKey":"none"},"railway_list_project_members":{"id":"railway_list_project_members","name":"Railway List Project Members","description":"List members for a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}},"hostedApiKey":"none"},"railway_list_projects":{"id":"railway_list_projects","name":"Railway List Projects","description":"List Railway projects visible to the provided token","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"workspaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workspace ID to list projects from"},"first":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of projects to return"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"}},"hostedApiKey":"none"},"railway_list_variables":{"id":"railway_list_variables","name":"Railway List Variables","description":"List Railway environment variables for a service or shared environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit for shared environment variables."}},"hostedApiKey":"none"},"railway_restart_deployment":{"id":"railway_restart_deployment","name":"Railway Restart Deployment","description":"Restart a running Railway deployment without rebuilding","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"}},"hostedApiKey":"none"},"railway_rollback_deployment":{"id":"railway_rollback_deployment","name":"Railway Rollback Deployment","description":"Roll a Railway service back to a previous deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID to roll back to (must have canRollback)"}},"hostedApiKey":"none"},"railway_transfer_project":{"id":"railway_transfer_project","name":"Railway Transfer Project","description":"Transfer a Railway project to another workspace","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"workspaceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination workspace ID"}},"hostedApiKey":"none"},"railway_update_project":{"id":"railway_update_project","name":"Railway Update Project","description":"Update a Railway project name or description","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated project name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated project description"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the project should be publicly visible"},"prDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable pull request deploy environments"}},"hostedApiKey":"none"},"railway_upsert_variable":{"id":"railway_upsert_variable","name":"Railway Upsert Variable","description":"Create or update a Railway environment variable","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. 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\'Account\')"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_account":{"id":"salesforce_update_account","name":"Update Account in Salesforce","description":"Update an existing account in Salesforce CRM","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Account ID to update (18-character string starting with 001)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Account name"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Account type (e.g., Customer, Partner, Prospect)"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"Industry (e.g., Technology, 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revenue as a number"},"numberOfEmployees":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of employees as an integer"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_case":{"id":"salesforce_update_case","name":"Update Case in Salesforce","description":"Update an existing case","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"caseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Case ID to update (18-character string starting with 500)"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case subject"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status (e.g., New, Working, Escalated, 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001)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"mailingStreet":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing street"},"mailingCity":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing city"},"mailingState":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing state"},"mailingPostalCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing postal code"},"mailingCountry":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing country"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Contact description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_custom_field":{"id":"salesforce_update_custom_field","name":"Update Custom Field in Salesforce","description":"Update an existing custom field on a Salesforce object using the Tooling API","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tooling API Id of the custom field to update (find it via the Tooling Query tool)"},"label":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display label shown in the UI"},"length":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum length for Text, LongTextArea, Html, or MultiselectPicklist fields"},"precision":{"type":"number","required":false,"visibility":"user-or-llm","description":"Total number of digits for Number, Currency, or Percent fields"},"scale":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of digits to the right of the decimal for numeric fields"},"visibleLines":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of visible lines for LongTextArea, Html, or MultiselectPicklist fields"},"required":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the field is required on record create/edit"},"unique":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the field enforces unique values"},"externalId":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the field is an external ID"},"defaultValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Default value; for Checkbox fields use true or false"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal description of the field"},"inlineHelpText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Help text shown next to the field in the UI"},"picklistValues":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated values to add to a Picklist or MultiselectPicklist field (existing values are kept)"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_lead":{"id":"salesforce_update_lead","name":"Update Lead in Salesforce","description":"Update an existing lead","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"leadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Lead ID to update (18-character string starting with 00Q)"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"company":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead status (e.g., Open, Working, Closed)"},"leadSource":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead source (e.g., Web, Referral, Campaign)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_opportunity":{"id":"salesforce_update_opportunity","name":"Update Opportunity in Salesforce","description":"Update an existing opportunity","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"opportunityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Opportunity ID to update (18-character string starting with 006)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opportunity name"},"stageName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Stage name (e.g., Prospecting, Qualification, Closed Won)"},"closeDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close date in YYYY-MM-DD format"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Salesforce Account ID (18-character string starting with 001)"},"amount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal amount as a number"},"probability":{"type":"string","required":false,"visibility":"user-or-llm","description":"Win probability as integer (0-100)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opportunity description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_task":{"id":"salesforce_update_task","name":"Update Task in Salesforce","description":"Update an existing task","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Task ID to update (18-character string starting with 00T)"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Task subject"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status (e.g., Not Started, In Progress, Completed)"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority (e.g., Low, Normal, 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All fields are optional: `comment` (e.g., { \\"comment\\": \\"Approved\\" }), `expenseRejectedComment` (required only if the report contains rejected expenses), `expectedStepCode`, `expectedStepSequence`, `statusId` (defaults to \\"A_APPR\\")."}},"hostedApiKey":"none"},"sap_concur_associate_attendees":{"id":"sap_concur_associate_attendees","name":"SAP Concur Associate Attendees","description":"Associate attendees with an expense (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/attendees).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Attendee association payload with exactly two top-level fields: \\"noShowAttendeeCount\\" (integer, default 0) and \\"expenseAttendeeList\\" (array). Each entry in expenseAttendeeList requires \\"attendeeId\\" (string) and \\"transactionAmount\\" (object: { \\"value\\": number, \\"currencyCode\\": string }), and optionally accepts \\"customData\\", \\"isAmountUserEdited\\" (boolean), \\"isTraveling\\" (boolean), \\"associatedAttendeeCount\\" (integer), and \\"versionNumber\\" (integer). Example: { \\"noShowAttendeeCount\\": 0, \\"expenseAttendeeList\\": [{ \\"attendeeId\\": \\"gWmMv2Ii5rGtEBTBhBqUw\\", \\"transactionAmount\\": { \\"value\\": 23, \\"currencyCode\\": \\"USD\\" } }] }. Note: the object form follows the request schema (Amount = value + currencyCode, both required), but the documented POST example sends a scalar \\"transactionAmount\\": 23 — the docs conflict here."}},"hostedApiKey":"none"},"sap_concur_create_cash_advance":{"id":"sap_concur_create_cash_advance","name":"SAP Concur Create Cash Advance","description":"Create a cash advance (POST /cashadvance/v4.1/cashadvances).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Cash advance payload. Required fields: amountRequested ({ currency, amount }), name, and userId. Optional fields: accountCode, comment, purpose. The Concur docs are inconsistent on casing — the reference request example and the API Explorer swagger both use userId, while the schema table spells it userID; if a request is rejected with a 400, retry with the other spelling."}},"hostedApiKey":"none"},"sap_concur_create_expected_expense":{"id":"sap_concur_create_expected_expense","name":"SAP Concur Create Expected Expense","description":"Create an expected expense on a travel request (POST /travelrequest/v4/requests/{requestUuid}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Expected expense payload"}},"hostedApiKey":"none"},"sap_concur_create_expense_report":{"id":"sap_concur_create_expense_report","name":"SAP Concur Create Expense Report","description":"Create an expense report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports — supported contexts: TRAVELER, PROXY). Required body fields: name, policyId.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who will own the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (creating own report) or PROXY (creating on behalf of another user)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Report payload — `name` and `policyId` are required. Optional fields: businessPurpose, comment, customData, countryCode, countrySubDivisionCode, etc."}},"hostedApiKey":"none"},"sap_concur_create_list_item":{"id":"sap_concur_create_list_item","name":"SAP Concur Create List Item","description":"Create a list item (POST /list/v4/items).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: listId, shortCode, value. Optional: parentId or parentCode (mutually exclusive). Note: Concur rejects shortCode/value containing hyphens."}},"hostedApiKey":"none"},"sap_concur_create_purchase_request":{"id":"sap_concur_create_purchase_request","name":"SAP Concur Create Purchase Request","description":"Create a purchase request (POST /purchaserequest/v4/purchaserequests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Purchase request payload. Required: exactly one of userId, userEmail, or userLoginId; currencyCode (ISO 4217); and lineItems[]. Each line item requires purchaseType (GOODS or SERVICES), vendorCode, vendorAddressCode, description, quantity, and unitPrice."}},"hostedApiKey":"none"},"sap_concur_create_quick_expense":{"id":"sap_concur_create_quick_expense","name":"SAP Concur Create Quick Expense","description":"Create a quick expense (POST /quickexpense/v4/users/{userId}/context/{contextType}/quickexpenses). TRAVELER is the only supported context type.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the quick expense"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload. Required: expenseTypeId, transactionAmount {currencyCode, value}, transactionDate (YYYY-MM-DD). Optional: comment, entryDetails, location {city, countryCode, countrySubDivisionCode, id, name}, paymentTypeId (CASHX | CPAID | PENDC), vendor."}},"hostedApiKey":"none"},"sap_concur_create_quick_expense_with_image":{"id":"sap_concur_create_quick_expense_with_image","name":"SAP Concur Create Quick Expense With Image","description":"Create a quick expense with an attached image (POST /quickexpense/v4/users/{userId}/context/{contextType}/quickexpenses/image).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"receipt":{"type":"json","required":true,"visibility":"user-or-llm","description":"Receipt image (UserFile). Allowed: PNG, PDF, TIFF, JPEG. Maximum size 50 MB"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload. Required: expenseTypeId, transactionAmount {currencyCode, value}, transactionDate (YYYY-MM-DD). Optional: comment, entryDetails, location {city, countryCode, countrySubDivisionCode, id, name}, paymentTypeId (CASHX | CPAID | PENDC), vendor."}},"hostedApiKey":"none"},"sap_concur_create_report_comment":{"id":"sap_concur_create_report_comment","name":"SAP Concur Create Report Comment","description":"Create a comment on a report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"comment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment text to add"}},"hostedApiKey":"none"},"sap_concur_create_travel_request":{"id":"sap_concur_create_travel_request","name":"SAP Concur Create Travel Request","description":"Create a travel request (POST /travelrequest/v4/requests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Concur user UUID of the Request owner — required when using the default `client_credentials` (company) grant; omitting it returns 400 `missingRequiredParam`."},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Travel request payload. Supported fields: name, businessPurpose, startDate/endDate (YYYY-MM-DD), startTime/endTime (HH:mm), mainDestination ({ city, countryCode, countrySubDivisionCode, name }), policy ({ id }), and custom1-custom20 ({ value } or { code, value }). An id field is not allowed."}},"hostedApiKey":"none"},"sap_concur_create_user":{"id":"sap_concur_create_user","name":"SAP Concur Create User","description":"Create a new user identity (POST /profile/identity/v4.1/Users).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM User payload. Required: schemas (include both \\"urn:ietf:params:scim:schemas:core:2.0:User\\" and \\"urn:ietf:params:scim:schemas:extension:enterprise:2.0:User\\"), userName, name.familyName, name.givenName, emails[].value, and companyId — which is required and immutable and must be set inside the \\"urn:ietf:params:scim:schemas:extension:enterprise:2.0:User\\" block, not at the top level. Optional: active, displayName, timezone, and other SCIM User attributes."}},"hostedApiKey":"none"},"sap_concur_delete_expected_expense":{"id":"sap_concur_delete_expected_expense","name":"SAP Concur Delete Expected Expense","description":"Delete an expected expense (DELETE /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"}},"hostedApiKey":"none"},"sap_concur_delete_expense":{"id":"sap_concur_delete_expense","name":"SAP Concur Delete Expense","description":"Delete an expense (DELETE /expensereports/v4/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to delete"}},"hostedApiKey":"none"},"sap_concur_delete_expense_report":{"id":"sap_concur_delete_expense_report","name":"SAP Concur Delete Expense Report","description":"Delete an expense report (DELETE /expensereports/v4/reports/{reportId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to delete"}},"hostedApiKey":"none"},"sap_concur_delete_list_item":{"id":"sap_concur_delete_list_item","name":"SAP Concur Delete List Item","description":"Delete a list item from all lists that contain it (DELETE /list/v4/items/{itemId}). This is not scoped to a single list, and all children of that list item are also deleted.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"}},"hostedApiKey":"none"},"sap_concur_delete_travel_request":{"id":"sap_concur_delete_travel_request","name":"SAP Concur Delete Travel Request","description":"Delete a travel request (DELETE /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Concur user UUID of the Request owner — required when using the default `client_credentials` (company) grant; omitting it returns 400 `missingRequiredParam`."}},"hostedApiKey":"none"},"sap_concur_delete_user":{"id":"sap_concur_delete_user","name":"SAP Concur Delete User","description":"Hard delete a user identity (DELETE /profile/identity/v4.1/Users/{id}). Not recommended: SAP restricts hard delete to users with no transaction history and governs it by the Concur Data Retention policy. To deactivate a user instead, use SAP Concur Update User with a PATCH replacing active with false.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to delete"}},"hostedApiKey":"none"},"sap_concur_get_allocation":{"id":"sap_concur_get_allocation","name":"SAP Concur Get Allocation","description":"Get a single allocation (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID"}},"hostedApiKey":"none"},"sap_concur_get_budget":{"id":"sap_concur_get_budget","name":"SAP Concur Get Budget","description":"Get a budget item header by ID (GET /budget/v4/budgetItemHeader/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"budgetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The budget item header\'s key field (uuid)"}},"hostedApiKey":"none"},"sap_concur_get_cash_advance":{"id":"sap_concur_get_cash_advance","name":"SAP Concur Get Cash Advance","description":"Get a cash advance (GET /cashadvance/v4.1/cashadvances/{cashAdvanceId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"cashAdvanceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cash advance ID"}},"hostedApiKey":"none"},"sap_concur_get_expected_expense":{"id":"sap_concur_get_expected_expense","name":"SAP Concur Get Expected Expense","description":"Get an expected expense (GET /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (optional)"}},"hostedApiKey":"none"},"sap_concur_get_expense":{"id":"sap_concur_get_expense","name":"SAP Concur Get Expense","description":"Get a single expense (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password 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If empty when using a Company token the default system user will be assumed to perform the action."}},"hostedApiKey":"none"},"sap_concur_get_user":{"id":"sap_concur_get_user","name":"SAP Concur Get User","description":"Get a single user by UUID (GET /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID"},"attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SCIM attributes to include in the response"},"excludedAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SCIM attributes to exclude from the response"}},"hostedApiKey":"none"},"sap_concur_issue_cash_advance":{"id":"sap_concur_issue_cash_advance","name":"SAP Concur Issue Cash Advance","description":"Issue a cash advance (POST /cashadvance/v4.1/cashadvances/{cashAdvanceId}/issue).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"cashAdvanceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cash advance ID to issue"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional request body. All documented fields are optional: accountCode, comment, and exchangeRate."}},"hostedApiKey":"none"},"sap_concur_list_allocations":{"id":"sap_concur_list_allocations","name":"SAP Concur List Allocations","description":"List allocations on an expense (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/allocations).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client 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us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"}},"hostedApiKey":"none"},"sap_concur_list_budgets":{"id":"sap_concur_list_budgets","name":"SAP Concur List Budgets","description":"List budget item headers (GET 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tokens"},"adminView":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, returns all budgets the caller can administer (default false)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page offset (Concur returns up to 50 budget headers per page)"},"responseSchema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response schema variant: \\"COMPACT\\" returns a smaller payload. Defaults to the non-compact schema"}},"hostedApiKey":"none"},"sap_concur_list_exceptions":{"id":"sap_concur_list_exceptions","name":"SAP Concur List Report Exceptions","description":"List exceptions on a report (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/exceptions).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"excludeExpenses":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return only exceptions for the report header, excluding expense-level and allocation-level exceptions (default false)"}},"hostedApiKey":"none"},"sap_concur_list_expected_expenses":{"id":"sap_concur_list_expected_expenses","name":"SAP Concur List Expected Expenses","description":"List expected expenses on a travel request (GET /travelrequest/v4/requests/{requestUuid}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (optional)"}},"hostedApiKey":"none"},"sap_concur_list_expense_reports":{"id":"sap_concur_list_expense_reports","name":"SAP Concur List Expense Reports","description":"List expense reports (GET /api/v3.0/expense/reports). Returns a v3 envelope with Items and NextPage.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by a specific user (login id or user identifier)."},"submitDateBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports submitted on or before this date (YYYY-MM-DD)"},"submitDateAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports submitted on or after this date (YYYY-MM-DD)"},"paidDateBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports paid on or before this date (YYYY-MM-DD)"},"paidDateAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports paid on or after this date (YYYY-MM-DD)"},"modifiedDateBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports last modified on or before this date (YYYY-MM-DD)"},"modifiedDateAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports last modified on or after this date (YYYY-MM-DD)"},"createDateBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports created on or before this date (YYYY-MM-DD)"},"createDateAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports created on or after this date (YYYY-MM-DD)"},"approvalStatusCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by approval status code (e.g. A_NOTF, A_PEND, A_APPR)"},"paymentStatusCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by payment status code"},"currencyCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by ISO currency code (e.g. USD, EUR)"},"approverLoginID":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by approver login ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page (default 25)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token. The previous response returns NextPage as a full URI — extract its `offset` query parameter and pass that value here, not the whole URI."}},"hostedApiKey":"none"},"sap_concur_list_expenses":{"id":"sap_concur_list_expenses","name":"SAP Concur List Expenses","description":"List expenses on a report (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (the only value the endpoint supports)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"}},"hostedApiKey":"none"},"sap_concur_list_itineraries":{"id":"sap_concur_list_itineraries","name":"SAP Concur List Trips","description":"List travel trips/itineraries (GET /api/travel/trip/v1.1).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter trips starting on/after this date (YYYY-MM-DD)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter trips ending on/before this date (YYYY-MM-DD)"},"bookingType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by booking type. Supported values are capitalized: Air, Car, Dining, Hotel, Parking, Rail, Ride."},"useridType":{"type":"string","required":false,"visibility":"user-or-llm","description":"User identifier type. The only value documented for Trips v1.1 is \\"login\\" (the value is the user login id); xmlsyncid and uuid are Travel Profile v2 identifier types and are not documented for this endpoint."},"useridValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"User identifier value (paired with useridType)"},"itemsPerPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Items per page. Concur only paginates when includeMetadata is also sent, so this tool sets includeMetadata automatically whenever itemsPerPage or page is provided."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"1-based page number. Concur only paginates when includeMetadata is also sent, so this tool sets includeMetadata automatically whenever page or itemsPerPage is provided."},"includeMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include paging metadata in the response. Implied when page or itemsPerPage is set."},"includeCanceledTrips":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include canceled trips in the result set"},"createdAfterDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only trips created after this date (YYYY-MM-DD)"},"createdBeforeDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only trips created before this date (YYYY-MM-DD)"},"lastModifiedDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only trips modified on/after this date (YYYY-MM-DD)"},"includeVirtualTrip":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"1\\" to include virtual trips, which carry the offline segments booked through Concur Request."},"includeGuestBookings":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include trips booked on behalf of guests. Defaults to false."}},"hostedApiKey":"none"},"sap_concur_list_list_items":{"id":"sap_concur_list_list_items","name":"SAP Concur List List Items","description":"List the top-level items (children) for a custom list (GET /list/v4/lists/{listId}/children).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based; page size is fixed at 100)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: value or shortCode"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc"},"hasChildren":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include only items that have children"},"isDeleted":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by deletion status. Pass \\"true\\" or \\"false\\" as a string because the filter also accepts the eq operator prefix (eq:true) — eq is the only operator this filter supports."},"shortCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by short code"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by display value"},"shortCodeOrValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by short code OR value"}},"hostedApiKey":"none"},"sap_concur_list_lists":{"id":"sap_concur_list_lists","name":"SAP Concur List Lists","description":"List custom lists (GET /list/v4/lists).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based; page size is fixed at 100)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: name, levelcount, or listcategory"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by list name. Accepts an operator prefix: sw: (starts with), ew: (ends with), not:, cp: (contains) (e.g. \\"sw:Cost\\")."},"categoryType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by category type (mapped to the category.type query param). Accepts an operator prefix: eq:, not:."},"isDeleted":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by deletion status. Pass \\"true\\" or \\"false\\" as a string because the filter also accepts the eq operator prefix (eq:true) — eq is the only operator this filter supports."},"levelCount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by number of levels. Accepts an operator prefix: eq:, gt:, gte:, lt:, lte: (e.g. \\"eq:1\\", \\"gt:2\\", \\"lte:9\\")."}},"hostedApiKey":"none"},"sap_concur_list_receipts":{"id":"sap_concur_list_receipts","name":"SAP Concur List Receipts","description":"List receipts for a user (GET /receipts/v4/users/{userId}). Concur documents no query parameters for this endpoint, so page size and offset cannot be controlled; follow the \\"next\\" URL in the response to page forward.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"}},"hostedApiKey":"none"},"sap_concur_list_report_comments":{"id":"sap_concur_list_report_comments","name":"SAP Concur List Report Comments","description":"List comments on a report (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"includeAllComments":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include comments from all expenses in the report (default false)"}},"hostedApiKey":"none"},"sap_concur_list_reports_to_approve":{"id":"sap_concur_list_reports_to_approve","name":"SAP Concur List Reports To Approve","description":"List expense reports awaiting approval (GET /expensereports/v4/users/{userId}/context/MANAGER/reportsToApprove).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Manager user UUID"},"contextType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access context: must be MANAGER (default)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Report field name to sort by (e.g., reportDate)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc"},"includeDelegateApprovals":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include reports the caller can approve as a delegate"}},"hostedApiKey":"none"},"sap_concur_list_travel_profiles_summary":{"id":"sap_concur_list_travel_profiles_summary","name":"SAP Concur List Travel Profiles Summary","description":"List travel profile summaries (GET /api/travelprofile/v2.0/summary). LastModifiedDate is required by Concur.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"lastModifiedDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Required UTC datetime in YYYY-MM-DDThh:mm:ss format"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"1-based page number"},"itemsPerPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Items per page (max 200)"},"travelConfigs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated travel configuration ids"},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by user state: \\"1\\" returns active users, \\"0\\" returns inactive users."}},"hostedApiKey":"none"},"sap_concur_list_travel_request_comments":{"id":"sap_concur_list_travel_request_comments","name":"SAP Concur List Travel Request Comments","description":"List comments on a travel request (GET /travelrequest/v4/requests/{requestUuid}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"}},"hostedApiKey":"none"},"sap_concur_list_travel_requests":{"id":"sap_concur_list_travel_requests","name":"SAP Concur List Travel Requests","description":"List travel requests (GET /travelrequest/v4/requests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"view":{"type":"string","required":false,"visibility":"user-or-llm","description":"View filter: ALL, ACTIVE, ACTIVEAPPROVED, UNSUBMITTED, PENDING, VALIDATED, APPROVED, CANCELED, CLOSED, SUBMITTED, TOAPPROVE, PENDINGEBOOKING, PENDINGPROPOSAL, PROPOSALAPPROVED, or PROPOSALCANCELED. Defaults to ALL when omitted. The three TMC-agent views (PENDINGPROPOSAL, PROPOSALAPPROVED, PROPOSALCANCELED) require userId."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Records per page (default 10, maximum 100 — higher values return 400)"},"start":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page start cursor (offset)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"For a traveler view, the unique identifier of the Request owner to search for. For an approver view, the unique identifier of the approver. For a TMC-agent view (PENDINGPROPOSAL, PROPOSALAPPROVED, PROPOSALCANCELED) this is required and is the unique identifier of the TMC agent."},"approvedBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests approved before this date"},"approvedAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests approved after this date"},"modifiedBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests modified before this date"},"modifiedAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests modified after this date"},"sortField":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by: startDate, approvalStatus, or requestId (default startDate)"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: ASC or DESC (default DESC)"}},"hostedApiKey":"none"},"sap_concur_list_users":{"id":"sap_concur_list_users","name":"SAP Concur List Users","description":"List Concur user identities (GET /profile/identity/v4.1/Users).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max number of users to return (default 100, max 1000)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"SCIM v4.1 pagination cursor — the nextCursor value returned by a prior call"},"attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of attributes to include in the response"},"excludedAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of attributes to exclude from the response"}},"hostedApiKey":"none"},"sap_concur_move_travel_request":{"id":"sap_concur_move_travel_request","name":"SAP Concur Move Travel Request","description":"Move a travel request through workflow (POST /travelrequest/v4/requests/{requestUuid}/{action}). Valid actions: submit, recall, cancel, approve, sendback, close, reopen.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow action: submit, recall, cancel, approve, sendback, close, reopen"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the user performing the status transition. Required when connecting with a Company token for traveler and Non traveler actions only; not required for External system validation actions. If empty, a 400 `missingRequiredParam` error code is returned. For non-traveler actions, if not provided, \\"System, Concur\\" is displayed in the Audit Trail of the Request."},"companyID":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional company identifier for the workflow action (documented as `companyID`, distinct from the companyUuid auth field)"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment sent as a query parameter. Only works when the workflow action is `sendback`. This comment is visible wherever Request comments are available."},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional payload — only the `sendback` action accepts one (e.g., { \\"comment\\": \\"...\\" }). Every other action takes no payload."}},"hostedApiKey":"none"},"sap_concur_recall_expense_report":{"id":"sap_concur_recall_expense_report","name":"SAP Concur Recall Expense Report","description":"Recall a submitted expense report (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/recall — supported contexts: TRAVELER, PROXY). Takes no request body. This operation supports user-level access tokens: set grantType to \\"password\\" with username and password, since the default client_credentials grant yields a company-level token.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password. Recall requires a user-level access token, so set this to \\"password\\" and supply username/password — client_credentials produces a company-level token that Concur rejects for this operation."},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to recall"}},"hostedApiKey":"none"},"sap_concur_remove_all_attendees":{"id":"sap_concur_remove_all_attendees","name":"SAP Concur Remove All Attendees","description":"Remove all attendees from an expense (DELETE /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/attendees).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}},"hostedApiKey":"none"},"sap_concur_search_locations":{"id":"sap_concur_search_locations","name":"SAP Concur Search Locations","description":"Search Concur location reference data (GET /localities/v5/locations).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text for location search. Conditional — required if none of locationNameKey, locationNameId, or locCode is present."},"locCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Location code. Conditional — required if none of locationNameKey, locationNameId, or searchText is present."},"locationNameId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID identifier of the location name. Conditional — required if none of locationNameKey, locCode, or searchText is present."},"locationNameKey":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unique key for the location name. Conditional — required if none of locationNameId, locCode, or searchText is present."},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"2-letter ISO 3166-1 country code. Only valid together with searchText."},"subdivisionCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 3166-2:2007 country subdivision (e.g. US-WA). Only valid together with searchText."},"adminRegionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Administrative region ID. Only valid together with searchText."}},"hostedApiKey":"none"},"sap_concur_search_users":{"id":"sap_concur_search_users","name":"SAP Concur Search Users","description":"Search users via SCIM .search endpoint (POST /profile/identity/v4.1/Users/.search).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM search payload. Required: schemas: [\\"urn:ietf:params:scim:api:messages:concur:2.0:SearchRequest\\"] (Concur-specific URN, not the standard SearchRequest URN). Optional: filter, count (1-1000), attributes, excludedAttributes, cursor (the nextCursor value from a prior response). The startIndex request parameter is not supported (responses still return a startIndex value)."}},"hostedApiKey":"none"},"sap_concur_send_back_expense_report":{"id":"sap_concur_send_back_expense_report","name":"SAP Concur Send Back Expense Report","description":"Send back an expense report to the employee (PATCH /expensereports/v4/reports/{reportId}/sendBack). Required body field: comment.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to send back"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Request body — `comment` is required by Concur (e.g., { \\"comment\\": \\"Missing receipt\\" }). Optional fields: `expectedStepCode`, `expectedStepSequence`."}},"hostedApiKey":"none"},"sap_concur_submit_expense_report":{"id":"sap_concur_submit_expense_report","name":"SAP Concur Submit Expense Report","description":"Submit an expense report into the workflow via Expense Report v4 (PATCH /expensereports/v4/users/{userId}/reports/{reportId}/submit). Takes no request body.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to submit"}},"hostedApiKey":"none"},"sap_concur_update_allocation":{"id":"sap_concur_update_allocation","name":"SAP Concur Update Allocation","description":"Update an allocation (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY (write requires expense.report.readwrite)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON Merge Patch (RFC 7386) payload. Must be the two-key envelope { \\"allocation\\": { \\"customData\\": [{ \\"id\\": \\"custom9\\", \\"value\\": \\"...\\", \\"isValid\\": true }] }, \\"expenseIds\\": [\\"29EE...\\"] }."}},"hostedApiKey":"none"},"sap_concur_update_expected_expense":{"id":"sap_concur_update_expected_expense","name":"SAP Concur Update Expected Expense","description":"Update an expected expense (PUT /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to update"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the expected expense"}},"hostedApiKey":"none"},"sap_concur_update_expense":{"id":"sap_concur_update_expense","name":"SAP Concur Update Expense","description":"Update an expense (PATCH /expensereports/v4/reports/{reportId}/expenses/{expenseId}). Only Company JWT authentication is allowed on this endpoint — the password grant is rejected. A submitted report cannot be updated once it has reached a Paid workflow status. Although the primary intent of this operation is for submitted report updates, it also works on unsubmitted reports, but with the same limited set of fields.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"PATCH body. Allowed fields: businessPurpose (string, max 64), customData (CustomData[]), expenseSource (required: EA|MOB|OTHER|SE|TA|TR|UI), isExpenseRejected (boolean), isPaperReceiptReceived (boolean)."}},"hostedApiKey":"none"},"sap_concur_update_expense_report":{"id":"sap_concur_update_expense_report","name":"SAP Concur Update Expense Report","description":"Update an unsubmitted expense report (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId} — supported contexts: TRAVELER, PROXY). The body must always include `reportSource` (EA, MOB, OTHER, SE, TR, or UI).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (own report) or PROXY (editing on behalf of another user)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the report. `reportSource` is REQUIRED by Concur on every update — one of \\"EA\\", \\"MOB\\", \\"OTHER\\", \\"SE\\", \\"TR\\", \\"UI\\" (use \\"OTHER\\" if unknown). Other updatable fields: businessPurpose, comment, country, countryCode, countrySubDivisionCode, customData, endDate, isCopyDownInherited, isPaperReceiptsReceived, name, policy, policyId, redirectFund, reportDate, startDate."}},"hostedApiKey":"none"},"sap_concur_update_list_item":{"id":"sap_concur_update_list_item","name":"SAP Concur Update List Item","description":"Update a list item (PUT /list/v4/items/{itemId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: shortCode, value. Other fields in the body are ignored."}},"hostedApiKey":"none"},"sap_concur_update_travel_request":{"id":"sap_concur_update_travel_request","name":"SAP Concur Update Travel Request","description":"Update a travel request (PUT /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to update"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the user performing the update. Optional. Will be taken into account only if calling with a Company token. If not provided the update will be performed as \\"Concur System\\"."},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the travel request. Partial update is supported. Only these fields are updatable: comment, startDate, startTime, endDate, endTime, expensePolicy, name, businessPurpose, mainDestination, travelAgency, and the custom1-custom20 fields — any other field is silently ignored. Pass an unquoted null to clear a field."}},"hostedApiKey":"none"},"sap_concur_update_user":{"id":"sap_concur_update_user","name":"SAP Concur Update User","description":"Patch a user identity (PATCH /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM PATCH payload. Required: schemas: [\\"urn:ietf:params:scim:api:messages:2.0:PatchOp\\"] and Operations, an array of { op, path, value } where op is add, replace, or remove. If the target location is a multi-valued attribute and no filter is specified, the attribute and all values are replaced. Example: deactivate a user with { op: \\"replace\\", path: \\"active\\", value: false }."}},"hostedApiKey":"none"},"sap_concur_upload_exchange_rates":{"id":"sap_concur_upload_exchange_rates","name":"SAP Concur Upload Exchange Rates","description":"Bulk upload up to 100 custom exchange rates (POST /exchangerate/v4/rates). 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Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_customer":{"id":"sap_s4hana_update_customer","name":"SAP S/4HANA Update Customer","description":"Update fields on an A_Customer entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. A_Customer is limited to modifiable fields such as OrderIsBlockedForCustomer, DeliveryIsBlocked, BillingIsBlockedForCustomer (Edm.String reason codes like \\"01\\"), PostingIsBlocked, and DeletionIndicator (Edm.Boolean). If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"customer":{"type":"string","required":true,"visibility":"user-or-llm","description":"Customer key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Customer fields to update (e.g., {\\"OrderIsBlockedForCustomer\\":\\"01\\",\\"DeletionIndicator\\":false}). Block-reason fields are Edm.String codes, not booleans."},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_product":{"id":"sap_s4hana_update_product","name":"SAP S/4HANA Update Product","description":"Update fields on an A_Product entity in SAP S/4HANA Cloud (API_PRODUCT_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Flat scalar header fields only — deep/multi-entity updates across navigation properties are not supported by API_PRODUCT_SRV MERGE/PUT (see SAP KBA 2833338); update child entities (plant, valuation, sales data, etc.) via their own endpoints. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"product":{"type":"string","required":true,"visibility":"user-or-llm","description":"Product key to update (string, up to 40 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Product fields to update (e.g., {\\"ProductGroup\\":\\"L001\\",\\"IsMarkedForDeletion\\":false})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. 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If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseOrder key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseOrder fields to update (e.g., {\\"PurchasingGroup\\":\\"002\\",\\"PurchaseOrderDate\\":\\"/Date(1735689600000)/\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_purchase_requisition":{"id":"sap_s4hana_update_purchase_requisition","name":"SAP S/4HANA Update Purchase Requisition","description":"Update fields on an A_PurchaseRequisitionHeader entity in SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV; deprecated since S/4HANA 2402, successor is API_PURCHASEREQUISITION_2 OData v4). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates across navigations are not supported (SAP KBA 2833338); use the A_PurchaseReqnItem entity directly to modify items. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseRequisition":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseRequisition key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseRequisitionHeader fields to update (e.g., {\\"PurchaseRequisitionType\\":\\"NB\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_sales_order":{"id":"sap_s4hana_update_sales_order","name":"SAP S/4HANA Update Sales Order","description":"Update fields on an A_SalesOrder header in SAP S/4HANA Cloud (API_SALES_ORDER_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates to to_Item / to_Partner / to_PricingElement navigations are not supported (see SAP KBA 2833338); use A_SalesOrderItem operations for line-level changes. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrder key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_SalesOrder fields to update (e.g., {\\"PurchaseOrderByCustomer\\":\\"PO-12345\\",\\"HeaderBillingBlockReason\\":\\"01\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_supplier":{"id":"sap_s4hana_update_supplier","name":"SAP S/4HANA Update Supplier","description":"Update fields on an A_Supplier entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. A_Supplier is limited to modifiable fields such as PostingIsBlocked, PurchasingIsBlocked, PaymentIsBlockedForSupplier, DeletionIndicator, and SupplierAccountGroup; company-code/purchasing-org segments must be updated via the `to_SupplierCompany` / `to_SupplierPurchasingOrg` deep-update endpoints. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"supplier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Supplier key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Supplier fields to update (e.g., {\\"PaymentIsBlockedForSupplier\\":true,\\"PostingIsBlocked\\":true})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"search_tool":{"id":"search_tool","name":"Web Search","description":"Search the web. Returns the most relevant web results, including title, link, snippet, and date for each result.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query"}},"hostedApiKey":"none"},"secrets_manager_create_secret":{"id":"secrets_manager_create_secret","name":"Secrets Manager Create Secret","description":"Create a new secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the secret to create"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The secret value (plain text or JSON string)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the secret"}},"hostedApiKey":"none"},"secrets_manager_delete_secret":{"id":"secrets_manager_delete_secret","name":"Secrets Manager Delete Secret","description":"Delete a secret from AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to delete"},"recoveryWindowInDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days before permanent deletion (7-30, default 30)"},"forceDelete":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"If true, immediately delete without recovery window"}},"hostedApiKey":"none"},"secrets_manager_describe_secret":{"id":"secrets_manager_describe_secret","name":"Secrets Manager Describe Secret","description":"Retrieve full metadata for a secret in AWS Secrets Manager, including rotation configuration and replication status, without exposing the secret value","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to describe"}},"hostedApiKey":"none"},"secrets_manager_get_secret":{"id":"secrets_manager_get_secret","name":"Secrets Manager Get Secret","description":"Retrieve a secret value from AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to retrieve"},"versionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the version to retrieve"},"versionStage":{"type":"string","required":false,"visibility":"user-or-llm","description":"The staging label of the version to retrieve (e.g., AWSCURRENT, AWSPREVIOUS)"}},"hostedApiKey":"none"},"secrets_manager_list_secrets":{"id":"secrets_manager_list_secrets","name":"Secrets Manager List Secrets","description":"List secrets stored in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of secrets to return (1-100, default 100)"},"nextToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token from a previous request"}},"hostedApiKey":"none"},"secrets_manager_restore_secret":{"id":"secrets_manager_restore_secret","name":"Secrets Manager Restore Secret","description":"Cancel a scheduled deletion for a secret in AWS Secrets Manager, restoring access to it","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to restore"}},"hostedApiKey":"none"},"secrets_manager_rotate_secret":{"id":"secrets_manager_rotate_secret","name":"Secrets Manager Rotate Secret","description":"Start or reconfigure rotation for a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to rotate"},"clientRequestToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency token for the new secret version (32-64 characters)"},"rotationLambdaARN":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the Lambda function that performs rotation (omit for managed rotation)"},"automaticallyAfterDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days between rotations (1-1000). Mutually exclusive with schedule expression"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"Length of the rotation window in hours, e.g. \\"3h\\""},"scheduleExpression":{"type":"string","required":false,"visibility":"user-or-llm","description":"A cron() or rate() expression defining the rotation schedule"},"rotateImmediately":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to rotate immediately (default true) or wait for the next scheduled window"}},"hostedApiKey":"none"},"secrets_manager_tag_resource":{"id":"secrets_manager_tag_resource","name":"Secrets Manager Tag Resource","description":"Attach tags to a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to tag"},"tags":{"type":"json","required":true,"visibility":"user-or-llm","description":"Tags to attach, as an array of {key, value} pairs (max 50)"}},"hostedApiKey":"none"},"secrets_manager_untag_resource":{"id":"secrets_manager_untag_resource","name":"Secrets Manager Untag Resource","description":"Remove tags from a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to untag"},"tagKeys":{"type":"json","required":true,"visibility":"user-or-llm","description":"Tag keys to remove, as an array of strings (max 50)"}},"hostedApiKey":"none"},"secrets_manager_update_secret":{"id":"secrets_manager_update_secret","name":"Secrets Manager Update Secret","description":"Update the value of an existing secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to update"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new secret value (plain text or JSON string)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description of the secret"}},"hostedApiKey":"none"},"semrush_backlinks":{"id":"semrush_backlinks","name":"Semrush Backlinks","description":"List the backlinks pointing at a domain, subdomain, or URL, with source page, anchor, and authority.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Semrush API key"},"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"Root domain, subdomain, or URL to analyze"},"targetType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope of the target: root_domain, domain, or url. 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Defaults to root_domain"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of rows to return, capped at 100,000"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of rows to skip, for pagination"},"displaySort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order, for example backlinks_num_desc or domains_num_desc"}},"hostedApiKey":"none"},"semrush_backlinks_competitors":{"id":"semrush_backlinks_competitors","name":"Semrush Backlink Competitors","description":"List domains with a backlink profile similar to the target, ranked by shared referring domains.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Semrush API key"},"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"Root domain, subdomain, or URL to analyze"},"targetType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope of the target: root_domain, domain, or url. 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When paginating with pageToken, pass the same pageSize used on the first request to keep page boundaries consistent."},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response (nextPageToken) to fetch the next page"}},"hostedApiKey":"none"},"sendgrid_remove_contacts_from_list":{"id":"sendgrid_remove_contacts_from_list","name":"SendGrid Remove Contacts from List","description":"Remove contacts from a specific list in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"},"contactIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated contact IDs to remove from the list"}},"hostedApiKey":"none"},"sendgrid_search_contacts":{"id":"sendgrid_search_contacts","name":"SendGrid Search Contacts","description":"Search for contacts in SendGrid using a query","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query (e.g., \\"email LIKE \'%example.com%\' AND CONTAINS(list_ids, \'list-id\')\\")"}},"hostedApiKey":"none"},"sendgrid_send_mail":{"id":"sendgrid_send_mail","name":"SendGrid Send Mail","description":"Send an email using SendGrid API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender email address (must be verified in SendGrid)"},"fromName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sender name"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"toName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recipient name"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email subject (required unless using a template with pre-defined subject)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email body content (required unless using a template with pre-defined content)"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type (text/plain or text/html)"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC email address"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC email address"},"replyTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to email address"},"replyToName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to name"},"attachments":{"type":"file[]","required":false,"visibility":"user-or-llm","description":"Files to attach to the email (UserFile objects)"},"templateId":{"type":"string","required":false,"visibility":"user-or-llm","description":"SendGrid template ID to use"},"dynamicTemplateData":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of dynamic template data"}},"hostedApiKey":"none"},"sentry_events_get":{"id":"sentry_events_get","name":"Get Event","description":"Retrieve detailed information about a specific Sentry event by its ID. Returns complete event details including stack traces, breadcrumbs, context, and user information.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project (e.g., \\"my-project\\")"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the event to retrieve (e.g., \\"abc123def456\\")"}},"hostedApiKey":"none"},"sentry_events_list":{"id":"sentry_events_list","name":"List Events","description":"List events from a Sentry project. Can be filtered by issue ID, query, or time period. Returns event details including context, tags, and user information.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to list events from (e.g., \\"my-project\\")"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter events by a specific issue ID (e.g., \\"12345\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter events. Only applied when an Issue ID is provided (the issue events endpoint); the project events endpoint ignores it. Supports Sentry search syntax (e.g., \\"user.email:*@example.com\\")"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of events to return per page (max: 100)"},"statsPeriod":{"type":"string","required":false,"visibility":"user-only","description":"Time period to query (e.g., \\"24h\\", \\"7d\\", \\"14d\\"). Cannot be combined with absolute start/end."}},"hostedApiKey":"none"},"sentry_issues_get":{"id":"sentry_issues_get","name":"Get Issue","description":"Retrieve detailed information about a specific Sentry issue by its ID. Returns complete issue details including metadata, tags, and statistics.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"issueId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the issue to retrieve (e.g., \\"12345\\")"}},"hostedApiKey":"none"},"sentry_issues_list":{"id":"sentry_issues_list","name":"List Issues","description":"List issues from Sentry for a specific organization and optionally a specific project. Returns issue details including status, error counts, and last seen timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter issues by numeric project ID (e.g., \\"4501234\\"). This organization-scoped endpoint requires the numeric project ID, not the project slug."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter issues. Supports Sentry search syntax (e.g., \\"is:unresolved\\", \\"level:error\\")"},"statsPeriod":{"type":"string","required":false,"visibility":"user-only","description":"Time window for the per-issue stats series (e.g., \\"24h\\", \\"14d\\"). Note: this controls the stats returned with each issue, not which issues are returned — use the query (e.g., \\"age:-7d\\", \\"lastSeen:-24h\\") to filter results."},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of issues to return per page (max: 100)"},"status":{"type":"string","required":false,"visibility":"user-only","description":"Filter by issue status: unresolved, resolved, or ignored. The legacy \\"ignored\\"/\\"muted\\" values map to Sentry\'s current \\"archived\\" search token."},"sort":{"type":"string","required":false,"visibility":"user-only","description":"Sort order: date, new, trends, freq, or user (default: date)"}},"hostedApiKey":"none"},"sentry_issues_update":{"id":"sentry_issues_update","name":"Update Issue","description":"Update a Sentry issue by changing its status, assignment, bookmark state, or other properties. Returns the updated issue details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"issueId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the issue to update (e.g., \\"12345\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status for the issue: resolved, unresolved, ignored, or resolvedInNextRelease"},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor to assign the issue to, in the form \\"user:<id>\\" or \\"team:<id>\\" (a bare username or email is also accepted). Use an empty string to unassign."},"isBookmarked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to bookmark the issue"},"isSubscribed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to subscribe to issue updates"},"isPublic":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether the issue should be publicly visible"}},"hostedApiKey":"none"},"sentry_projects_create":{"id":"sentry_projects_create","name":"Create Project","description":"Create a new Sentry project in an organization. Requires a team to associate the project with. Returns the created project details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the project"},"teamSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the team that will own this project"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL-friendly project identifier (auto-generated from name if not provided)"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"Platform/language for the project (e.g., javascript, python, node, react-native). If not specified, defaults to \\"other\\""},"defaultRules":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to create default alert rules (default: true)"}},"hostedApiKey":"none"},"sentry_projects_get":{"id":"sentry_projects_get","name":"Get Project","description":"Retrieve detailed information about a specific Sentry project by its slug. Returns complete project details including teams, features, and configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to retrieve (e.g., \\"my-project\\")"}},"hostedApiKey":"none"},"sentry_projects_list":{"id":"sentry_projects_list","name":"List Projects","description":"List all projects in a Sentry organization. Returns project details including name, platform, teams, and configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of projects to return per page (default: 25, max: 100)"}},"hostedApiKey":"none"},"sentry_projects_update":{"id":"sentry_projects_update","name":"Update Project","description":"Update a Sentry project by changing its name, slug, platform, or other settings. Returns the updated project details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to update (e.g., \\"my-project\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the project"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"New URL-friendly project identifier"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"New platform/language for the project (e.g., javascript, python, node)"},"isBookmarked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to bookmark the project"},"digestsMinDelay":{"type":"number","required":false,"visibility":"user-only","description":"Minimum delay (in seconds) for digest notifications"},"digestsMaxDelay":{"type":"number","required":false,"visibility":"user-only","description":"Maximum delay (in seconds) for digest notifications"}},"hostedApiKey":"none"},"sentry_releases_create":{"id":"sentry_releases_create","name":"Create Release","description":"Create a new release in Sentry. A release is a version of your code deployed to an environment. Can include commit information and associated projects. Returns the created release details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier for the release (e.g., \\"2.0.0\\", \\"my-app@1.0.0\\", or a git commit SHA)"},"projects":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of project slugs to associate with this release"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git reference (commit SHA, tag, or branch) for this release"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the release (e.g., GitHub release page)"},"dateReleased":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the release was deployed (defaults to current time)"},"commits":{"type":"string","required":false,"visibility":"user-only","description":"JSON array of commit objects with id, repository (optional), and message (optional). Example: [{\\"id\\":\\"abc123\\",\\"message\\":\\"Fix bug\\"}]"}},"hostedApiKey":"none"},"sentry_releases_deploy":{"id":"sentry_releases_deploy","name":"Create Deploy","description":"Create a deploy record for a Sentry release in a specific environment. Deploys track when and where releases are deployed. Returns the created deploy details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier of the release being deployed (e.g., \\"1.0.0\\" or \\"abc123\\")"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment name where the release is being deployed (e.g., \\"production\\", \\"staging\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional name for this deploy (e.g., \\"Deploy v2.0 to Production\\")"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the deploy (e.g., CI/CD pipeline URL)"},"dateStarted":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy started (defaults to current time)"},"dateFinished":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy finished"}},"hostedApiKey":"none"},"sentry_releases_list":{"id":"sentry_releases_list","name":"List Releases","description":"List releases for a Sentry organization or project. Returns release details including version, commits, deploy information, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter releases by numeric project ID (e.g., \\"4501234\\"). This organization-scoped endpoint requires the numeric project ID, not the project slug."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter releases (e.g., \\"1.0\\" to match version patterns)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of releases to return per page (default: 25, max: 100)"}},"hostedApiKey":"none"},"sentry_teams_list":{"id":"sentry_teams_list","name":"List Teams","description":"List all teams in a Sentry organization. Useful for discovering the team slug required when creating a project. Returns team details including slug, name, member count, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter teams by name or slug"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of teams to return per page (default: 25, max: 100)"}},"hostedApiKey":"none"},"serper_search":{"id":"serper_search","name":"Web Search","description":"A powerful web search tool that provides access to Google search results through Serper.dev API. Supports different types of searches including regular web search, news, places, images, videos, and shopping. Returns comprehensive results including organic results, knowledge graph, answer box, people also ask, related searches, and top stories.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (e.g., \\"latest AI news\\", \\"best restaurants in NYC\\")"},"num":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 20, 50)"},"gl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results (e.g., \\"us\\", \\"uk\\", \\"de\\", \\"fr\\")"},"hl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code for search results (e.g., \\"en\\", \\"es\\", \\"de\\", \\"fr\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of search to perform. Must be one of \\"search\\", \\"news\\", \\"places\\", \\"images\\", \\"videos\\", \\"shopping\\", \\"scholar\\", \\"patents\\" — any other value is rejected."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Serper API Key"}},"hostedApiKey":"always"},"servicenow_add_incident_comment":{"id":"servicenow_add_incident_comment","name":"Add ServiceNow Incident Comment","description":"Append an internal work note or a customer-visible additional comment to a ServiceNow incident. Both are journal fields, so the text is appended rather than replacing earlier entries.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"comment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text to append to the journal field."},"commentField":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which journal field to write to: \\"work_notes\\" for an internal note (default) or \\"comments\\" for a customer-visible additional comment."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_aggregate":{"id":"servicenow_aggregate","name":"Aggregate ServiceNow Records","description":"Compute aggregate statistics (count, sum, average, min, max, group by) over a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, change_request, task)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string to filter records before aggregating (e.g., \\"active=true\\")"},"count":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return the count of matching records"},"groupBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to group results by (e.g., category,priority)"},"avgFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to average (e.g., reassignment_count)"},"sumFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to sum"},"minFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the minimum of"},"maxFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the maximum of"},"having":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter on aggregate results, written as aggregate^field^operator^value and comma-separated for more than one (e.g., \\"count^priority^>^3\\" or \\"count^state^=^1,avg^priority^>^3\\")"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for grouped reference fields: \\"true\\", \\"false\\", or \\"all\\""}},"hostedApiKey":"none"},"servicenow_close_incident":{"id":"servicenow_close_incident","name":"Close ServiceNow Incident","description":"Move a ServiceNow incident to Closed (state 7) with a resolution code and resolution notes. Which roles may close an incident is instance-configurable, so the credential may need elevated rights.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"closeCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution code (close_code). This is a choice field whose values are configured per instance — read the choice list on your incident table and pass one of its values."},"closeNotes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution notes (close_notes) documenting how the incident was resolved."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional internal work note to append."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_create_change_request":{"id":"servicenow_create_change_request","name":"Create ServiceNow Change Request","description":"Create a change request in ServiceNow. Reference fields (assignment group, assigned to, requested by, configuration item) take sys_ids unless input display value is enabled.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"shortDescription":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short description — the one-line summary of the change."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Detailed description of the change."},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change type: \\"normal\\", \\"standard\\", or \\"emergency\\"."},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change category."},"risk":{"type":"string","required":false,"visibility":"user-or-llm","description":"Risk coded value. The choice list is configured per instance."},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact: 1 (High), 2 (Medium), or 3 (Low)."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority coded value 1-5 (1 Critical … 5 Planning)."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignment group (assignment_group) — sys_id of the sys_user_group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assigned to (assigned_to) — sys_id of the sys_user."},"requestedBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Requested by (requested_by) — sys_id of the sys_user."},"cmdbCi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Configuration item (cmdb_ci) — sys_id of the CI being changed."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned start date (start_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned end date (end_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"justification":{"type":"string","required":false,"visibility":"user-or-llm","description":"Justification for making the change."},"implementationPlan":{"type":"string","required":false,"visibility":"user-or-llm","description":"Implementation plan."},"backoutPlan":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backout plan."},"testPlan":{"type":"string","required":false,"visibility":"user-or-llm","description":"Test plan."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_create_incident":{"id":"servicenow_create_incident","name":"Create ServiceNow Incident","description":"Create an incident in ServiceNow. Reference fields (caller, assignment group, assigned to, configuration item) take sys_ids unless input display value is enabled.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"shortDescription":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short description — the one-line summary of the incident."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Detailed description of the incident."},"callerId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Caller (caller_id) — sys_id of the sys_user who reported the incident. Use Find ServiceNow User to resolve an email address to a sys_id."},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"Category (e.g., inquiry, software, hardware, network, database)."},"subcategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subcategory, valid for the selected category."},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact: 1 (High), 2 (Medium), or 3 (Low)."},"urgency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Urgency: 1 (High), 2 (Medium), or 3 (Low)."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority 1-5 (1 Critical … 5 Planning). Normally derived from impact and urgency, so prefer setting those."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Incident state coded value. Base system: 1=New, 2=In Progress, 3=On Hold, 6=Resolved, 7=Closed, 8=Canceled. Defaults to New."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignment group (assignment_group) — sys_id of the sys_user_group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assigned to (assigned_to) — sys_id of the sys_user."},"cmdbCi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Configuration item (cmdb_ci) — sys_id of the affected CI."},"businessService":{"type":"string","required":false,"visibility":"user-or-llm","description":"Service (business_service) — sys_id of the affected business service."},"contactType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Channel (contact_type), e.g., email, phone, self-service, chat."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal work note to record on creation."},"comments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Customer-visible additional comment to record on creation."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_create_record":{"id":"servicenow_create_record","name":"Create ServiceNow Record","description":"Create a new record in a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user)"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to set on the record as JSON object (e.g., {\\"short_description\\": \\"Issue title\\", \\"priority\\": \\"1\\"})"}},"hostedApiKey":"none"},"servicenow_delete_record":{"id":"servicenow_delete_record","name":"Delete ServiceNow Record","description":"Delete a record from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record sys_id to delete (e.g., 6816f79cc0a8016401c5a33be04be441)"}},"hostedApiKey":"none"},"servicenow_download_attachment":{"id":"servicenow_download_attachment","name":"Download ServiceNow Attachment","description":"Download an attachment file from ServiceNow by its sys_id","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"attachmentSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the attachment to download (from List Attachments)"}},"hostedApiKey":"none"},"servicenow_find_user":{"id":"servicenow_find_user","name":"Find ServiceNow User","description":"Look up ServiceNow users by email, user name, or display name. Use this to resolve the sys_id needed by reference fields such as caller_id, assigned_to, and approver.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact email address to match."},"userName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact user name (user_name) to match."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the display name using the ServiceNow LIKE operator, which matches anywhere in the field."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") users."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_get_change_next_states":{"id":"servicenow_get_change_next_states","name":"Get ServiceNow Change Next States","description":"Read the states a ServiceNow change request can actually move to next, with the instance\'s own state-to-label map and the conditions each transition still has to meet. Use this instead of assuming the base-system state codes, which a customized change model can change.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"changeSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the change request. Use Get ServiceNow Change Request to resolve a CHG number to its sys_id."}},"hostedApiKey":"none"},"servicenow_get_change_request":{"id":"servicenow_get_change_request","name":"Get ServiceNow Change Request","description":"Retrieve a single ServiceNow change request by number (e.g., CHG0030001) or sys_id. Reference fields are returned with both their sys_id and their label by default.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record sys_id. Provide either this or the record number."},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001). Provide either this or the sys_id."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_get_ci":{"id":"servicenow_get_ci","name":"Get ServiceNow Configuration Item","description":"Retrieve a configuration item and its CMDB relationships through the CMDB Instance API. Returns the CI attributes plus its inbound and outbound relations, each carrying the related CI and the relationship type.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"ciClass":{"type":"string","required":true,"visibility":"user-or-llm","description":"CMDB class (table) the CI belongs to, e.g., cmdb_ci_linux_server. Read it from the sys_class_name field returned by Search ServiceNow Configuration Items."},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the configuration item to retrieve."}},"hostedApiKey":"none"},"servicenow_get_incident":{"id":"servicenow_get_incident","name":"Get ServiceNow Incident","description":"Retrieve a single ServiceNow incident by number (e.g., INC0010001) or sys_id. Reference fields are returned with both their sys_id and their label by default.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record sys_id. Provide either this or the record number."},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001). Provide either this or the sys_id."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_get_knowledge_article":{"id":"servicenow_get_knowledge_article","name":"Get ServiceNow Knowledge Article","description":"Retrieve the full content of a ServiceNow knowledge article by sys_id or KB number through the Knowledge Management API.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"articleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id or KB number of the knowledge article (e.g., KB0000011)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated kb_knowledge fields to include alongside the article content (e.g., workflow_state,author)."},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter ISO 639-1 language code. Only applies when the article is addressed by KB number and a translation exists."},"updateView":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to increment the article view count and record an entry in the Knowledge Use [kb_use] table."}},"hostedApiKey":"none"},"servicenow_get_requested_item":{"id":"servicenow_get_requested_item","name":"Get ServiceNow Requested Item","description":"Retrieve a single ServiceNow requested item (RITM) by number (e.g., RITM0010001) or sys_id from the Requested Item [sc_req_item] table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record sys_id. Provide either this or the record number."},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001). Provide either this or the sys_id."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_approvals":{"id":"servicenow_list_approvals","name":"List ServiceNow Approvals","description":"List approval records from the ServiceNow Approval [sysapproval_approver] table. Defaults to the \\"requested\\" state, which is what a user\'s pending approvals look like.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"approverSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the approver (sys_user) whose approvals should be listed. Use Find ServiceNow User to resolve an email address to a sys_id."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Approval state: \\"requested\\" (pending, the default), \\"approved\\", or \\"rejected\\". Pass an empty string with a custom query to list every state."},"approvalFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the record being approved, matched against the sysapproval reference field."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_attachments":{"id":"servicenow_list_attachments","name":"List ServiceNow Attachments","description":"List the attachments on a ServiceNow record","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table that owns the record (e.g., incident, change_request)"},"recordSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record whose attachments should be listed"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of attachments to return"}},"hostedApiKey":"none"},"servicenow_list_catalog_items":{"id":"servicenow_list_catalog_items","name":"List ServiceNow Catalog Items","description":"Browse or search the ServiceNow service catalog. Returns each item with its sys_id, name, description, type, category, and catalogs, which is what Order ServiceNow Catalog Item needs.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to search for in the catalog items (e.g., \\"iPhone\\")."},"catalogSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a specific catalog, by catalog sys_id."},"categorySysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a specific category, by category sys_id."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to return (sysparm_limit)."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to skip for pagination (sysparm_offset)."}},"hostedApiKey":"none"},"servicenow_list_change_requests":{"id":"servicenow_list_change_requests","name":"List ServiceNow Change Requests","description":"Search ServiceNow change requests by state, type, risk, assignment, or text. All filters are ANDed together.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the change short description using the ServiceNow LIKE operator, which matches anywhere in the field."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change state coded value. Base system: -5=New, -4=Assess, -3=Authorize, -2=Scheduled, -1=Implement, 0=Review, 3=Closed, 4=Canceled."},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change type: \\"normal\\", \\"standard\\", or \\"emergency\\"."},"risk":{"type":"string","required":false,"visibility":"user-or-llm","description":"Risk coded value. The choice list is configured per instance."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assignment group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assigned user."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") change requests."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_change_tasks":{"id":"servicenow_list_change_tasks","name":"List ServiceNow Change Tasks","description":"List the change tasks belonging to a ServiceNow change request, via the Change Management API. Every field is returned as {value, display_value}, so a reference field carries both its sys_id and its label. This endpoint is not the Table API: the shape is fixed with no display-value option, and the results come back under `tasks` rather than the `records` the other list operations use.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"changeSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the change request whose tasks should be listed."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"ServiceNow encoded query used to filter the tasks (e.g., \\"active=true^ORDERBYnumber\\")."},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort the returned tasks by."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of tasks to return (sysparm_limit). ServiceNow defaults to 500."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tasks to skip for pagination (sysparm_offset)."}},"hostedApiKey":"none"},"servicenow_list_ci_relationships":{"id":"servicenow_list_ci_relationships","name":"List ServiceNow CI Relationships","description":"List rows from the CI Relationship [cmdb_rel_ci] table for a configuration item. Each row carries the parent CI, the child CI, and the relationship type.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"ciSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the configuration item whose relationships should be listed."},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which side of the relationship the CI sits on: \\"parent\\", \\"child\\", or \\"both\\" (default). \\"both\\" matches rows where the CI is either the parent or the child."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). 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Each row links a user to a group, so use it to find who can be assigned work for an assignment group.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"groupSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the sys_user_group whose members should be listed."},"groupName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact group name, resolved against the referenced group record. Provide this or the group sys_id."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_incidents":{"id":"servicenow_list_incidents","name":"List ServiceNow Incidents","description":"Search ServiceNow incidents by state, priority, assignment, caller, or text. All filters are ANDed together.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the incident short description using the ServiceNow LIKE operator, which matches anywhere in the field."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Incident state coded value. Base system: 1=New, 2=In Progress, 3=On Hold, 6=Resolved, 7=Closed, 8=Canceled."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority coded value 1-5 (1 Critical … 5 Planning)."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assignment group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assigned user."},"callerId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the caller."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") incidents."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_requested_items":{"id":"servicenow_list_requested_items","name":"List ServiceNow Requested Items","description":"List requested items (RITMs) from the ServiceNow Requested Item [sc_req_item] table, optionally scoped to a parent request or a catalog item. To scope by requester, pass an encoded query against the parent request, for example \\"request.requested_for=<sys_id>\\".","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"requestSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the parent request (sc_request) whose items should be listed."},"catalogItemSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the catalog item (cat_item) to filter by."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") requested items."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_order_catalog_item":{"id":"servicenow_order_catalog_item","name":"Order ServiceNow Catalog Item","description":"Submit a service catalog request for a catalog item using the Service Catalog API order_now endpoint. Returns the generated request number and sys_id.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"catalogItemSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the catalog item to order. Use List ServiceNow Catalog Items to find it."},"quantity":{"type":"number","required":false,"visibility":"user-or-llm","description":"Quantity to order. Must not be negative. Defaults to 1."},"requestedFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the sys_user the item is ordered for. Ordering on behalf of another user is governed by the glide.sc.req_for.roles instance properties."},"variables":{"type":"json","required":false,"visibility":"user-or-llm","description":"Name-value pairs for the catalog item variables, as a JSON object (e.g., {\\"data_plan\\": \\"500MB\\"}). All variables the item marks mandatory must be supplied."}},"hostedApiKey":"none"},"servicenow_read_record":{"id":"servicenow_read_record","name":"Read ServiceNow Records","description":"Read records from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific record sys_id (e.g., 6816f79cc0a8016401c5a33be04be441)"},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string (e.g., \\"active=true^priority=1\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (e.g., 0, 10, 20)"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., sys_id,number,short_description,state)"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for reference fields: \\"true\\" (display only), \\"false\\" (sys_id only), or \\"all\\" (both)"}},"hostedApiKey":"none"},"servicenow_resolve_incident":{"id":"servicenow_resolve_incident","name":"Resolve ServiceNow Incident","description":"Move a ServiceNow incident to Resolved (state 6) with a resolution code and resolution notes.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"closeCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution code (close_code). This is a choice field whose values are configured per instance — read the choice list on your incident table and pass one of its values."},"closeNotes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution notes (close_notes) documenting how the incident was resolved."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional internal work note to append."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_search_cis":{"id":"servicenow_search_cis","name":"Search ServiceNow Configuration Items","description":"Search the ServiceNow CMDB for configuration items. Defaults to the base cmdb_ci table, which returns CIs of every class; pass a CI class to scope the search to a subclass such as cmdb_ci_linux_server.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"ciClass":{"type":"string","required":false,"visibility":"user-or-llm","description":"CMDB class (table) to search, e.g., cmdb_ci_linux_server or cmdb_ci_app_server. Defaults to cmdb_ci, which covers every CI class."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the CI name using the ServiceNow LIKE operator, which matches anywhere in the field."},"operationalStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Operational status coded value (operational_status). The choice list is configured per instance."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_search_knowledge":{"id":"servicenow_search_knowledge","name":"Search ServiceNow Knowledge","description":"Search ServiceNow knowledge base articles through the Knowledge Management API. Returns ranked results with a snippet and the article number, which Get ServiceNow Knowledge Article accepts to fetch the full body.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to search for across knowledge articles."},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query used to filter the results, against the Knowledge [kb_knowledge] table (e.g., \\"workflow_state=published\\")."},"knowledgeBaseSysIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated knowledge base sys_ids (from kb_knowledge_base) to restrict results to."},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated ISO 639-1 language codes to restrict results to, or \\"all\\". Defaults to the session language."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated kb_knowledge fields to include in each result (e.g., workflow_state,kb_category)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of articles to return. ServiceNow defaults to 30."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of articles to skip for pagination."}},"hostedApiKey":"none"},"servicenow_update_approval":{"id":"servicenow_update_approval","name":"Approve or Reject ServiceNow Approval","description":"Approve or reject a ServiceNow approval record by setting its state on the Approval [sysapproval_approver] table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"approvalSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the approval record on the sysapproval_approver table. Use List ServiceNow Approvals to find it."},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"Decision to record: \\"approved\\" or \\"rejected\\"."},"comments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment to record alongside the decision. This is a journal field."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_update_change_request":{"id":"servicenow_update_change_request","name":"Update ServiceNow Change Request","description":"Update fields on an existing ServiceNow change request. Only the fields you supply are changed. Use Move ServiceNow Change State for state transitions.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"shortDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"New short description."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New detailed description."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change state coded value. Base system: -5=New, -4=Assess, -3=Authorize, -2=Scheduled, -1=Implement, 0=Review, 3=Closed, 4=Canceled."},"risk":{"type":"string","required":false,"visibility":"user-or-llm","description":"Risk coded value. The choice list is configured per instance."},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact: 1 (High), 2 (Medium), or 3 (Low)."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority coded value 1-5 (1 Critical … 5 Planning)."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignment group (assignment_group) — sys_id of the sys_user_group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assigned to (assigned_to) — sys_id of the sys_user."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned start date (start_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned end date (end_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"closeCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close code: \\"successful\\", \\"successful_issues\\", or \\"unsuccessful\\". Required when closing a change."},"closeNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close notes describing the outcome of the change."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal work note to append."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_update_change_state":{"id":"servicenow_update_change_state","name":"Move ServiceNow Change State","description":"Move a ServiceNow change request to another state. 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Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the alerting saved search (e.g. Errors in the last 24 hours). Use - to return the fired alerts of every saved search — this endpoint documents \\"Request parameters: None\\", so there is no count or offset to bound that with. Name one saved search unless you really want all of them."}},"hostedApiKey":"none"},"splunk_get_saved_search":{"id":"splunk_get_saved_search","name":"Splunk Get Saved Search","description":"Get the configuration of a single Splunk saved search by name, including its SPL, schedule, and alert settings.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the saved search (e.g. Errors in the last 24 hours)"}},"hostedApiKey":"none"},"splunk_get_search_job":{"id":"splunk_get_search_job","name":"Splunk Get Search Job","description":"Get the status and progress of a Splunk search job by search ID, including dispatch state, completion progress, and event/result counts.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"sid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search ID of the job to inspect (e.g. 1457683115.100)"}},"hostedApiKey":"none"},"splunk_get_search_results":{"id":"splunk_get_search_results","name":"Splunk Get Search Results","description":"Fetch the transformed results of a completed Splunk search job by search ID, with pagination.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"sid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search ID of the job whose results to fetch (e.g. 1457683115.100)"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of result rows to return. Defaults to 100. Page through larger result sets with offset rather than raising this — a completed job can hold millions of rows. 0 is rejected here even though Splunk reads it as \\"every row\\"."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"First result row (0-indexed) from which to begin returning data"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return for each row (e.g. _time,host,source). Returns all fields when omitted."},"addSummaryToMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include field summary statistics in the response"}},"hostedApiKey":"none"},"splunk_list_apps":{"id":"splunk_list_apps","name":"Splunk List Apps","description":"List the apps installed on the Splunk instance with their label, version, author, and enabled state.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of apps to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first app to return, for pagination"}},"hostedApiKey":"none"},"splunk_list_fired_alerts":{"id":"splunk_list_fired_alerts","name":"Splunk List Fired Alerts","description":"List the saved searches with currently triggered (unexpired) Splunk alerts and how many times each has fired.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of entries to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first entry to return, for pagination"}},"hostedApiKey":"none"},"splunk_list_indexes":{"id":"splunk_list_indexes","name":"Splunk List Indexes","description":"List the indexes configured on the Splunk instance with their size, event count, and retention settings.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"datatype":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter indexes by type: all, event, or metric. Splunk defaults to event, so pass all to include metric indexes."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of indexes to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first entry to return, for pagination"}},"hostedApiKey":"none"},"splunk_list_saved_searches":{"id":"splunk_list_saved_searches","name":"Splunk List Saved Searches","description":"List saved searches and reports configured in Splunk, including their SPL, schedule, and alert configuration.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter saved searches. A bare term matches as a substring across fields (e.g. Errors); field_name=field_value matches one field (e.g. is_scheduled=1)."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of saved searches to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first saved search to return, for pagination"}},"hostedApiKey":"none"},"splunk_run_search":{"id":"splunk_run_search","name":"Splunk Run Search","description":"Run an SPL search synchronously and return its results in a single call (oneshot mode). A oneshot search buffers the whole result set in one response with no paging, so use it for short searches; for anything large use Create Search Job with Get Search Results, which defaults to 100 rows and pages with offset.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"search":{"type":"string","required":true,"visibility":"user-or-llm","description":"SPL search string (e.g. index=main error | stats count by host). The leading \\"search\\" command is added automatically when omitted."},"earliestTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest (inclusive) time bound — relative (e.g. -24h, -7d@d) or absolute epoch/formatted time"},"latestTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest (exclusive) time bound — relative (e.g. now) or absolute time"},"adhocSearchLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search mode: verbose, fast, or smart. Defaults to fast."},"autoCancel":{"type":"number","required":false,"visibility":"user-or-llm","description":"Cancel the search after this many seconds of inactivity (e.g. 60). 0 never auto-cancels."},"maxCount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of events accessible in any given status bucket, and in transforming mode the maximum number of results to store. Defaults to 10000."}},"hostedApiKey":"none"},"sportmonks_core_get_cities":{"id":"sportmonks_core_get_cities","name":"Get Cities","description":"Retrieve all cities from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. region)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filters to apply"},"per_page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results per page (max 50, default 25)"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number to retrieve"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order direction (asc or desc)"}},"hostedApiKey":"none"},"sportmonks_core_get_city":{"id":"sportmonks_core_get_city","name":"Get City by ID","description":"Retrieve a single city by its ID from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"cityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique id of the city"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. region)"}},"hostedApiKey":"none"},"sportmonks_core_get_continent":{"id":"sportmonks_core_get_continent","name":"Get Continent by ID","description":"Retrieve a single continent by its ID from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"continentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique id of the continent"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. countries)"}},"hostedApiKey":"none"},"sportmonks_core_get_continents":{"id":"sportmonks_core_get_continents","name":"Get Continents","description":"Retrieve all continents from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. countries)"},"per_page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results per page (max 50, default 25)"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number 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Does not return emails or phone numbers — use Enrich Contacts for engagement data.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"fullName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Full name"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"managementLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Management level — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"companyId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ZoomInfo company ID"},"companyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name"},"contactAccuracyScoreMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum accuracy score (70-99)"},"requiredFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fields that must exist in results — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"excludePartialProfiles":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Exclude partial profiles"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order (asc or desc)"}},"hostedApiKey":"none"},"zoominfo_search_intent":{"id":"zoominfo_search_intent","name":"ZoomInfo Search Intent","description":"Search for companies showing intent signals on specific topics.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"topics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Up to 50 intent topics as JSON array or comma-separated list (e.g. [\\"CRM Software\\",\\"Marketing Automation\\"])"},"signalStartDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest signal date (YYYY-MM-DD)"},"signalEndDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest signal date (YYYY-MM-DD)"},"signalScoreMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum signal score (60-100)"},"signalScoreMax":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum signal score (60-100)"},"audienceStrengthMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Minimum audience strength (A-E, A is largest)"},"audienceStrengthMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum audience strength (A-E, A is largest)"},"findRecommendedContacts":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include recommended contacts (default true)"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country filter"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"State filter"},"industryCodes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Industry codes — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"}},"hostedApiKey":"none"},"zoominfo_search_news":{"id":"zoominfo_search_news","name":"ZoomInfo Search News","description":"Search ZoomInfo news articles by category, URL, or date range.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"categories":{"type":"string","required":false,"visibility":"user-or-llm","description":"News categories as JSON array or comma-separated list"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"News source URLs as JSON array or comma-separated list"},"pageDateMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest publish date (YYYY-MM-DD)"},"pageDateMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest publish date (YYYY-MM-DD)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"}},"hostedApiKey":"none"}}'
+  '{"a2a_cancel_task":{"id":"a2a_cancel_task","name":"A2A Cancel Task","description":"Request cancellation of an in-progress A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to cancel"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"a2a_get_agent_card":{"id":"a2a_get_agent_card","name":"A2A Get Agent Card","description":"Fetch the Agent Card (discovery document) for an external A2A agent.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"a2a_get_task":{"id":"a2a_get_task","name":"A2A Get Task","description":"Retrieve the current state and result of an A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to retrieve"},"historyLength":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of history messages to include"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"a2a_send_message":{"id":"a2a_send_message","name":"A2A Send Message","description":"Send a message to an external A2A agent and return its response.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message text to send"},"data":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional structured JSON data to attach"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional files to attach"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Existing task ID to continue"},"contextId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation context ID to continue"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"affinity_batch_update_entity_fields":{"id":"affinity_batch_update_entity_fields","name":"Affinity Batch Update Entity Fields","description":"Write up to 100 non-list field values on one company or person in a single request.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to write the fields on: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"updates":{"type":"json","required":true,"visibility":"user-or-llm","description":"Up to 100 field updates as [{\\"id\\":\\"<fieldId>\\",\\"value\\":{\\"type\\":\\"…\\",\\"data\\":…}}], using the same value shapes as a single field update"}},"hostedApiKey":"none"},"affinity_batch_update_list_entry_fields":{"id":"affinity_batch_update_list_entry_fields","name":"Affinity Batch Update List Entry Fields","description":"Write up to 100 field values on one list row in a single request. Requires the \\"Export data from Lists\\" permission.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"updates":{"type":"json","required":true,"visibility":"user-or-llm","description":"Up to 100 field updates as [{\\"id\\":\\"<fieldId>\\",\\"value\\":{\\"type\\":\\"…\\",\\"data\\":…}}], using the same value shapes as a single field update"}},"hostedApiKey":"none"},"affinity_create_list":{"id":"affinity_create_list","name":"Affinity Create List","description":"Create a list. Its type fixes which entities it can hold, and the API key holder becomes its creator and owner.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the new list"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity kind the list holds: company, opportunity, or person"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether everyone in the organization can see the list"}},"hostedApiKey":"none"},"affinity_create_list_field_dropdown_option":{"id":"affinity_create_list_field_dropdown_option","name":"Affinity Create List Field Dropdown Option","description":"Add a selectable option to a dropdown field on a list. 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Required on a ranked-dropdown or status-dropdown option"},"color":{"type":"string","required":false,"visibility":"user-or-llm","description":"Option color: white, gray, blue, green, purple, orange, or red. Required on a ranked-dropdown or status-dropdown option"},"statusCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pipeline meaning of the option: open, won, lost, or on-hold. Status-dropdown options only"},"winRate":{"type":"number","required":false,"visibility":"user-or-llm","description":"Expected win rate of the status. Status-dropdown options only"}},"hostedApiKey":"none"},"affinity_create_merge":{"id":"affinity_create_merge","name":"Affinity Create Merge","description":"Fold a duplicate company or person into the record you are keeping. The merge runs asynchronously — poll the returned task to see it finish. Requires the \\"Manage duplicates\\" permission and an admin role.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"What to merge: companies or persons"},"primaryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to keep"},"duplicateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the duplicate record to fold in"}},"hostedApiKey":"none"},"affinity_create_note":{"id":"affinity_create_note","name":"Affinity Create Note","description":"Write a note — attached to companies, persons, and opportunities, anchored to a meeting, call, or chat message, or posted as a reply to an existing note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Note shape: entities to attach it to records, interaction to anchor it to a meeting, call, or chat message, or user-reply to reply to a note"},"html":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note body as HTML"},"companyIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Companies to attach the note to, e.g. [1, 2]. Not used on a reply"},"personIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Persons to attach the note to, e.g. [1, 2]. Not used on a reply"},"opportunityIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Opportunities to attach the note to, e.g. [1, 2]. Not used on a reply"},"interactionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The interaction to anchor the note to. Required for an interaction note"},"interactionType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Kind of the anchoring interaction: meeting, call, or chat-message. Required for an interaction note"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The note being replied to. Required for a user-reply note"},"creatorId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Attribute the note to another internal person. 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Required when the type is recurring"}},"hostedApiKey":"none"},"affinity_delete_list_field_dropdown_option":{"id":"affinity_delete_list_field_dropdown_option","name":"Affinity Delete List Field Dropdown Option","description":"Permanently delete a dropdown option on a list field. 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Page the fragments endpoint for a longer meeting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"transcriptId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The transcript ID"}},"hostedApiKey":"none"},"affinity_get_user":{"id":"affinity_get_user","name":"Affinity Get User","description":"Read one internal user. A user and their person record share the same numeric ID, so a person ID works here.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID, which is also their person ID"}},"hostedApiKey":"none"},"affinity_list_calls":{"id":"affinity_list_calls","name":"Affinity List Calls","description":"Page through logged calls and their participants. Only calls the API key holder can see are returned.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_chat_messages":{"id":"affinity_list_chat_messages","name":"Affinity List Chat Messages","description":"Page through logged chat messages and their participants. Only messages the API key holder can see are returned.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_companies":{"id":"affinity_list_companies","name":"Affinity List Companies","description":"Page through companies. Companies come back without field data unless Field IDs or Field Types asks for it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the page to these company IDs, e.g. [1, 2, 3]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_coworker_connections":{"id":"affinity_list_coworker_connections","name":"Affinity List Coworker Connections","description":"Find warm paths into a company through shared work history: who in your Affinity data once worked alongside the people you want to reach. Grouped by target, strongest first.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"Required scope. The only supported filter is target.currentCompany.id, e.g. \\"target.currentCompany.id=123\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of targets to return per page, 1-50. Defaults to 20"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_emails":{"id":"affinity_list_emails","name":"Affinity List Emails","description":"Page through email metadata — subject, participants, and timestamps. Affinity never exposes email bodies through the API.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_entity_field_values":{"id":"affinity_list_entity_field_values","name":"Affinity List Entity Field Values","description":"Page through a company\'s or person\'s non-list field values. List fields are not returned here — read those through the list entry.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to read field values from: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field IDs. Mutually exclusive with Field Types"},"types":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field categories: enriched, global, relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 20"}},"hostedApiKey":"none"},"affinity_list_entity_list_entries":{"id":"affinity_list_entity_list_entries","name":"Affinity List Entity List Entries","description":"Page through a company\'s or person\'s rows across every list, each carrying that list\'s field values and when the entity was added.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to look up the rows of: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_entity_lists":{"id":"affinity_list_entity_lists","name":"Affinity List Entity Lists","description":"List every list a company or person appears on that the caller can view.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to look up the lists of: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_entity_notes":{"id":"affinity_list_entity_notes","name":"Affinity List Entity Notes","description":"List the notes relevant to one company, person, or opportunity — directly attached notes plus notes reaching it through its people and meetings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity the notes hang off: companies, persons, or opportunities"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company, person, or opportunity"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_entity_relationships":{"id":"affinity_list_entity_relationships","name":"Affinity List Entity Relationships","description":"List who knows a company or person, scored 0.0 to 1.0 by how much the two actually interact. Strongest first by default.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to look up relationships for: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on interactionScore only, e.g. \\"interactionScore>=0.5\\""},"orderBy":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort order: [\\"interactionScore\\"] for weakest first, [\\"-interactionScore\\"] for strongest first (the default)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_field_dropdown_options":{"id":"affinity_list_field_dropdown_options","name":"Affinity List Field Dropdown Options","description":"List the selectable options on a dropdown or ranked-dropdown company or person field. Writing such a field needs the option ID, not its text.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which field family the field belongs to: companies or persons"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown or ranked-dropdown field ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_field_metadata":{"id":"affinity_list_field_metadata","name":"Affinity List Field Metadata","description":"List the non-list company or person fields, with the value type, filter operators, and sort support of each. Start here to find the Field IDs the read and write tools take.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which fields to describe: companies or persons"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return: [\\"filterability\\",\\"sortability\\"]. Both are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on name only, e.g. \\"name=~Status\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_field_value_changes":{"id":"affinity_list_field_value_changes","name":"Affinity List Field Value Changes","description":"Page through field value changes across the whole workspace. Built for delta sync: follow nextCursor to the end of a run, then resume from the last cursor next time.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over field.id, listEntry.id, changer.id, changedAt, or actionType. Resume a sync with e.g. \\"changedAt>2026-06-01T12:00:00Z\\""},"orderBy":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort order: [\\"changedAt\\"] for oldest first (the default), [\\"-changedAt\\"] for newest first"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_investor_executive_connections":{"id":"affinity_list_investor_executive_connections","name":"Affinity List Investor Executive Connections","description":"Find warm paths into a company through investment history: which investors in your Affinity data backed a company the people you want to reach once led. Grouped by target, strongest first.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"Required scope. The only supported filter is target.currentCompany.id, e.g. \\"target.currentCompany.id=123\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of targets to return per page, 1-50. Defaults to 20"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_list_entries":{"id":"affinity_list_list_entries","name":"Affinity List List Entries","description":"Page through the rows of a list. Rows come back without field data unless Field IDs or Field Types asks for it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, list, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_entry_field_value_changes":{"id":"affinity_list_list_entry_field_value_changes","name":"Affinity List List Entry Field Value Changes","description":"Page through the history of one list row — who changed which field, when, and to what.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over field.id, changer.id, changedAt, or actionType, e.g. \\"field.id=field-1234\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_entry_fields":{"id":"affinity_list_list_entry_fields","name":"Affinity List List Entry Fields","description":"Page through every field value on one list row, including the list-specific columns. All fields are returned unless narrowed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field IDs. Mutually exclusive with Field Types"},"types":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field categories: enriched, global, list, relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 20"}},"hostedApiKey":"none"},"affinity_list_list_field_dropdown_options":{"id":"affinity_list_list_field_dropdown_options","name":"Affinity List List Field Dropdown Options","description":"List the selectable options on a dropdown, ranked-dropdown, or status-dropdown field of a list.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown field ID on that list"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_fields":{"id":"affinity_list_list_fields","name":"Affinity List List Fields","description":"List the fields available on one list, including its list-specific columns. Use these Field IDs when reading or writing list entries.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return: [\\"filterability\\",\\"sortability\\"]. Both are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on name only, e.g. \\"name=~Stage\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_lists":{"id":"affinity_list_lists","name":"Affinity List Lists","description":"Page through the lists in the organization that the caller can view.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"term":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case-insensitive substring match on the list name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_meetings":{"id":"affinity_list_meetings","name":"Affinity List Meetings","description":"Page through past and upcoming meetings with their organizer and attendees.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_merge_tasks":{"id":"affinity_list_merge_tasks","name":"Affinity List Merge Tasks","description":"Page through merge tasks, each summarizing how many of its merges are in progress, succeeded, or failed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which merge tasks to list: companies or persons"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on status only, e.g. \\"status=in-progress\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_merges":{"id":"affinity_list_merges","name":"Affinity List Merges","description":"Page through the company or person merges the organization has run, with the status and the records involved in each.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which merges to list: companies or persons"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over status or taskId, e.g. \\"status=failed\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_note_attached_companies":{"id":"affinity_list_note_attached_companies","name":"Affinity List Note Attached Companies","description":"List the companies directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_attached_opportunities":{"id":"affinity_list_note_attached_opportunities","name":"Affinity List Note Attached Opportunities","description":"List the opportunities directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_attached_persons":{"id":"affinity_list_note_attached_persons","name":"Affinity List Note Attached Persons","description":"List the persons directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_replies":{"id":"affinity_list_note_replies","name":"Affinity List Note Replies","description":"Page through the replies on one note, including AI Notetaker replies.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID whose replies to read"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_notes":{"id":"affinity_list_notes","name":"Affinity List Notes","description":"Page through every note the caller can see. Replies are excluded.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return, e.g. [\\"repliesCount\\",\\"personsPreview\\",\\"companiesPreview\\",\\"opportunitiesPreview\\"]. Those four fields are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_opportunities":{"id":"affinity_list_opportunities","name":"Affinity List Opportunities","description":"Page through opportunities. 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Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_organic_competitors":{"id":"ahrefs_organic_competitors","name":"Ahrefs Organic Competitors","description":"Get domains that compete with a target domain or URL for the same organic keywords, ranked by keyword overlap.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_organic_keywords":{"id":"ahrefs_organic_keywords","name":"Ahrefs Organic Keywords","description":"Get organic keywords that a target domain or URL ranks for in Google search results. Returns keyword details including search volume, ranking position, and estimated traffic.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_paid_pages":{"id":"ahrefs_paid_pages","name":"Ahrefs Paid Pages","description":"Get a target domain\'s pages that receive paid search traffic, sorted by estimated paid traffic. Returns page URLs with their paid traffic, keyword counts, and estimated spend.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_competitors_overview":{"id":"ahrefs_rank_tracker_competitors_overview","name":"Ahrefs Rank Tracker Competitors Overview","description":"Get competitor rankings for the keywords tracked in an Ahrefs Rank Tracker project: each tracked keyword\'s volume and difficulty alongside every competitor\'s position, traffic, and traffic value. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_competitors_stats":{"id":"ahrefs_rank_tracker_competitors_stats","name":"Ahrefs Rank Tracker Competitors Stats","description":"Get aggregate competitor stats for an Ahrefs Rank Tracker project: each competitor\'s traffic, traffic value, average position, and share of voice across all tracked keywords. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report metrics for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_overview":{"id":"ahrefs_rank_tracker_overview","name":"Ahrefs Rank Tracker Overview","description":"Get ranking overview metrics for the keywords tracked in an Ahrefs Rank Tracker project: position, search volume, keyword difficulty, and estimated traffic. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_serp_overview":{"id":"ahrefs_rank_tracker_serp_overview","name":"Ahrefs Rank Tracker SERP Overview","description":"Get the full SERP (search engine results page) for a keyword tracked in an Ahrefs Rank Tracker project, including every ranking URL with its position, title, and authority metrics. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tracked keyword to retrieve SERP data for"},"country":{"type":"string","required":true,"visibility":"user-or-llm","description":"Country code for the tracked keyword. Example: \\"us\\", \\"gb\\", \\"de\\""},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"topPositions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of top organic positions to return (defaults to all available)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Timestamp to return the last available SERP Overview at, in YYYY-MM-DDThh:mm:ss format"},"locationId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Location ID of the tracked keyword, if tracked at a specific location"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code of the tracked keyword"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_refdomains_history":{"id":"ahrefs_refdomains_history","name":"Ahrefs Referring Domains History","description":"Get the historical referring domains trend for a target domain or URL over a date range, grouped daily, weekly, or monthly.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_referring_domains":{"id":"ahrefs_referring_domains","name":"Ahrefs Referring Domains","description":"Get a list of domains that link to a target domain or URL. Returns unique referring domains with their domain rating, backlink counts, and discovery dates.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live), \\"all_time\\" (default, includes lost domains), or \\"since:YYYY-MM-DD\\" (domains found since a date)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_related_terms":{"id":"ahrefs_related_terms","name":"Ahrefs Related Terms","description":"Get keyword ideas related to a seed keyword: terms the same top-ranking pages also rank for (\\"also rank for\\") or also discuss (\\"also talk about\\"), with volume, difficulty, and CPC.","version":"1.0.0","params":{"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The seed keyword to find related terms for"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for keyword data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"terms":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of related keywords to return: \\"also_rank_for\\", \\"also_talk_about\\", or \\"all\\" (default: \\"all\\")"},"viewFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to derive related terms from the top 10 or top 100 ranking pages (default: \\"top_10\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_site_audit_page_explorer":{"id":"ahrefs_site_audit_page_explorer","name":"Ahrefs Site Audit Page Explorer","description":"Get crawled pages from an Ahrefs Site Audit project with health and SEO metrics: HTTP status, title, link counts, backlinks, indexability, and traffic. Optionally filter to pages affected by a specific issue.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Site Audit project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Crawl date in YYYY-MM-DDThh:mm:ss format (defaults to the most recent crawl)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip, for pagination"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return pages affected by this issue ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_top_pages":{"id":"ahrefs_top_pages","name":"Ahrefs Top Pages","description":"Get the top pages of a target domain sorted by organic traffic. Returns page URLs with their traffic, keyword counts, and estimated traffic value.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"airtable_create_records":{"id":"airtable_create_records","name":"Airtable Create Records","description":"Write new records to an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to create, each with a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_delete_records":{"id":"airtable_delete_records","name":"Airtable Delete Records","description":"Delete one or more records from an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of record IDs to delete (each starts with \\"rec\\", e.g., [\\"recXXXXXXXXXXXXXX\\"]). Pass a single-element array to delete one record."}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_get_base_schema":{"id":"airtable_get_base_schema","name":"Airtable Get Base Schema","description":"Get the schema of all tables, fields, and views in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_get_record":{"id":"airtable_get_record","name":"Airtable Get Record","description":"Retrieve a single record from an Airtable table by its ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access 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bases"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_list_records":{"id":"airtable_list_records","name":"Airtable List Records","description":"Read records from an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"maxRecords":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (default: all records)"},"filterFormula":{"type":"string","required":false,"visibility":"user-or-llm","description":"Formula to filter records (e.g., \\"({Field Name} = \'Value\')\\")"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_list_tables":{"id":"airtable_list_tables","name":"Airtable List Tables","description":"List all tables and their schema in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_update_multiple_records":{"id":"airtable_update_multiple_records","name":"Airtable Update Multiple Records","description":"Update multiple existing records in an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to update, each with an `id` and a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_update_record":{"id":"airtable_update_record","name":"Airtable Update Record","description":"Update an existing record in an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access 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Airtable table, matching on the specified merge fields","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to upsert, each with a `fields` object"},"fieldsToMergeOn":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of field names used to match existing records (max 3). 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If noteType is text/html, supports: <b>, <i>, <u>, <a>, <ul>, <ol>, <li>, <code>, <pre>"},"noteType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type of the note: text/plain (default) or text/html"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send notifications to subscribed users (default false)"},"isPrivate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the note is private (only visible to the author)"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backdated creation timestamp in ISO 8601 (e.g. 2024-01-01T00:00:00Z). Defaults to now."}},"hostedApiKey":"none"},"ashby_delete_application":{"id":"ashby_delete_application","name":"Ashby Delete Application","description":"Permanently deletes an application in Ashby. 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2024-01-01T00:00:00Z)"},"syncToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque token from a completed prior sync run"}},"hostedApiKey":"none"},"ashby_list_job_postings":{"id":"ashby_list_job_postings","name":"Ashby List Job Postings","description":"Lists all job postings in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by location name (case sensitive)"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by department name (case sensitive)"},"listedOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only returns listed (publicly visible) job postings (default false)"},"includeUnpublishedJobPostings":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, also returns unpublished (Draft) job postings. The endpoint already returns both listed and unlisted published postings by default, so this only adds drafts."},"jobBoardId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of a specific job board to filter postings to. If omitted, returns postings on the primary external job board."}},"hostedApiKey":"none"},"ashby_list_jobs":{"id":"ashby_list_jobs","name":"Ashby List Jobs","description":"Lists all jobs in an Ashby organization. By default returns Open, Closed, and Archived jobs. Specify status to filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default and max 100). 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Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"created_at:direction\\" (e.g., \\"created_at:asc\\", \\"created_at:desc\\")"}},"hostedApiKey":"none"},"calendly_list_scheduled_events":{"id":"calendly_list_scheduled_events","name":"Calendly List Scheduled Events","description":"Retrieve a list of scheduled events for a user or organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events that belong to this user. Either \\"user\\" or \\"organization\\" must be provided. 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Format: ISO 8601 (e.g., \\"2024-01-01T00:00:00Z\\")"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"field:direction\\" (e.g., \\"start_time:asc\\", \\"start_time:desc\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status. Format: \\"active\\" or \\"canceled\\""}},"hostedApiKey":"none"},"calendly_list_user_availability_schedules":{"id":"calendly_list_user_availability_schedules","name":"Calendly List User Availability Schedules","description":"Retrieve a user\'s availability schedules, working hours, and date overrides","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":true,"visibility":"user-or-llm","description":"User whose schedules are returned. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"}},"hostedApiKey":"none"},"calendly_list_user_busy_times":{"id":"calendly_list_user_busy_times","name":"Calendly List User Busy Times","description":"Retrieve a user\'s internal and external busy times within a date range, based on their connected calendars","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":true,"visibility":"user-or-llm","description":"User whose busy times are returned. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"startTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start of the requested range. Cannot be in the past. Format: ISO 8601 (e.g., \\"2024-01-01T00:00:00Z\\")"},"endTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"End of the requested range. Must be after the start and no more than 7 days later. Format: ISO 8601 (e.g., \\"2024-01-07T00:00:00Z\\")"}},"hostedApiKey":"none"},"calendly_list_webhooks":{"id":"calendly_list_webhooks","name":"Calendly List Webhooks","description":"Retrieve a list of webhook subscriptions for an organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization URI to list webhooks for. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"scope":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scope of the webhooks to list. Format: \\"organization\\", \\"user\\", or \\"group\\""},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter webhooks by user URI (for user-scoped webhooks). Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"}},"hostedApiKey":"none"},"cbinsights_chat":{"id":"cbinsights_chat","name":"CB Insights Chat","description":"Ask ChatCBI a question in natural language and get an answer grounded in CB Insights data, with its sources and suggested follow-ups. 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Pass it to continue that conversation rather than starting a new one."}},"hostedApiKey":"none"},"cbinsights_get_commercial_maturity_history":{"id":"cbinsights_get_commercial_maturity_history","name":"CB Insights Get Commercial Maturity History","description":"Retrieve an organization\'s historical Commercial Maturity levels, tracking how its ability to compete for customers or serve as a partner has moved over time.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. Resolve a name or website to one with Look Up Organizations, which never charges credits."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest date to return, as YYYY-MM-DD. Must be on or after 2024-07-25 and within 24 months of endDate. Defaults to the later of one year ago and 2024-07-25."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest date to return, as YYYY-MM-DD. Must be on or after 2024-07-25 and within 24 months of startDate. Defaults to today."}},"hostedApiKey":"none"},"cbinsights_get_exit_probability_history":{"id":"cbinsights_get_exit_probability_history","name":"CB Insights Get Exit Probability History","description":"Retrieve an organization\'s historical two-year IPO and M&A exit probabilities, each alongside the mean for comparable companies.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. 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Defaults to today."}},"hostedApiKey":"none"},"cbinsights_get_mosaic_history":{"id":"cbinsights_get_mosaic_history","name":"CB Insights Get Mosaic History","description":"Retrieve an organization\'s historical Mosaic Scores — overall plus the management, market, momentum, and money factors — so a trend can be read rather than a single snapshot.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. Resolve a name or website to one with Look Up Organizations, which never charges credits."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest date to return, as YYYY-MM-DD. Must be on or after 2024-01-01 and within the last 24 months. Defaults to the later of one year ago and 2024-01-01."}},"hostedApiKey":"none"},"cbinsights_get_org_business_relationships":{"id":"cbinsights_get_org_business_relationships","name":"CB Insights Get Organization Business Relationships","description":"Retrieve one organization\'s partnerships, client/vendor relationships, and licensing activity, with AI-generated insights on each.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. 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Resolve a name or website to one with Look Up Organizations, which never charges credits."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return in a single response, 1-100"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token from a previous response; omit for the first page"}},"hostedApiKey":"none"},"cbinsights_get_org_investments":{"id":"cbinsights_get_org_investments","name":"CB Insights Get Organization Investments","description":"Retrieve the rounds in which one organization invested in another, with AI-generated insights extracting the key themes of each deal.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. Resolve a name or website to one with Look Up Organizations, which never charges credits."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return in a single response, 1-100"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token from a previous response; omit for the first page"}},"hostedApiKey":"none"},"cbinsights_get_org_management_and_board":{"id":"cbinsights_get_org_management_and_board","name":"CB Insights Get Organization Management and Board","description":"Retrieve an organization\'s leadership team and board members with their education, work history, and board seats, plus the Management factor of its Mosaic Score.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. 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This endpoint never charges credits, so use it to match your own records before spending credits on the data endpoints.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"names":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization names to look up, e.g. [\\"CB Insights\\"]"},"urls":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization websites to look up, e.g. [\\"cbinsights.com\\"]"},"profileUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"A CB Insights profile URL to resolve. Mutually exclusive with names and urls — the API rejects a request that sets both."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return in a single response, 1-100"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token from a previous response; omit for the first page"}},"hostedApiKey":"none"},"cbinsights_rag":{"id":"cbinsights_rag","name":"CB Insights Retrieve Context","description":"Retrieve the raw structured CB Insights data relevant to a question, for feeding your own model rather than reading a written answer. Uses generative AI and can be wrong — verify anything that matters.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"The question to retrieve context for. Must be under 10,000 characters."}},"hostedApiKey":"none"},"cbinsights_search_firmographics":{"id":"cbinsights_search_firmographics","name":"CB Insights Search Firmographics","description":"Search profiles of private companies, public companies, and investors by market, industry, geography, headcount, funding, and valuation. Each field is ANDed together; values within a field are ORed.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"keyword":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term matched against organization names, descriptions, and aliases"},"orgIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights organization IDs to return, e.g. [129410, 129411]"},"orgNames":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization names to match exactly, e.g. [\\"CB Insights\\"]"},"urls":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization websites to match, e.g. [\\"cbinsights.com\\"]"},"tickers":{"type":"json","required":false,"visibility":"user-or-llm","description":"Stock tickers to match, each optionally suffixed with an exchange code after a colon"},"marketIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights market IDs to match, e.g. [6, 95, 106]"},"marketNames":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights market names to match. Partial matches count — \\"AI\\" returns every market whose name contains it."},"industryIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights industry IDs to match (mid level of the taxonomy)"},"sectorIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights sector IDs to match (top level of the taxonomy)"},"subindustryIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights sub-industry IDs to match (lowest level of the taxonomy)"},"businessModelIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights business model IDs to match"},"technologyIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights technology landscape IDs to match"},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Expert Collection IDs to search within"},"countryIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights country IDs to match"},"stateProvinceIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights state or province IDs to match"},"cityIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights city IDs to match"},"continentIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights continent IDs to match"},"regionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights region IDs to match"},"orgStatusIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights organization status IDs to match (active, acquired, dead, IPO, merged)"},"investorOrgIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Return organizations these investor organization IDs have invested in"},"investorTypeIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Return investor organizations of these investor types"},"fundingInvestorTypeIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Return organizations funded by these investor types"},"lastFundingRoundIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights funding round IDs of the most recent round"},"lastFundingRoundCategoryIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights funding round category IDs of the most recent round"},"minCurrentHeadcount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum current headcount"},"maxCurrentHeadcount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum current headcount"},"minTotalFundingInMillions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum total funding raised, in millions of US dollars"},"maxTotalFundingInMillions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum total funding raised, in millions of US dollars"},"minValuationInMillions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum valuation, in millions of US dollars"},"maxValuationInMillions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum valuation, in millions of US dollars"},"minLastFundingDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest date of the most recent funding round, as YYYY-MM-DD"},"maxLastFundingDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest date of the most recent funding round, as YYYY-MM-DD"},"vcBacked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Restrict to organizations that have received venture funding"},"sortField":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: orgName, orgId, lastUpdateTime, lastFundingDate, latestValuation, mosaicOverall, mosaicManagement, mosaicMarket, mosaicMomentum, mosaicMoney, headcountCurrent, headcount6MonthGrowth, headcount12MonthGrowth, or headcount24MonthGrowth"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction, \\"asc\\" or \\"desc\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return in a single response, 1-100"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token from a previous response; omit for the first page"}},"hostedApiKey":"none"},"circleback_add_tag_to_meetings":{"id":"circleback_add_tag_to_meetings","name":"Circleback Add Tag to Meetings","description":"Applies an existing Circleback tag to one or more meetings and returns the updated meetings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the tag to apply"},"meetingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated IDs of the meetings to tag"}},"hostedApiKey":"none"},"circleback_create_tag":{"id":"circleback_create_tag","name":"Circleback Create Tag","description":"Creates a new tag in Circleback. If a tag with the same name already exists, a conflict error is returned.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The display name of the tag"},"tagDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"A description of the tag"}},"hostedApiKey":"none"},"circleback_delete_action_item":{"id":"circleback_delete_action_item","name":"Circleback Delete Action Item","description":"Deletes a Circleback action item. Returns the deleted action item.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"actionItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the action item"}},"hostedApiKey":"none"},"circleback_delete_meeting":{"id":"circleback_delete_meeting","name":"Circleback Delete Meeting","description":"Deletes a Circleback meeting. Only the owner of the meeting can delete it. Returns the deleted meeting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the meeting"}},"hostedApiKey":"none"},"circleback_delete_tag":{"id":"circleback_delete_tag","name":"Circleback Delete Tag","description":"Permanently deletes a Circleback tag and removes it from every meeting it was applied to.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the tag"}},"hostedApiKey":"none"},"circleback_get_company":{"id":"circleback_get_company","name":"Circleback Get Company","description":"Gets a company by its domain from Circleback, including its people and external links.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"The website domain of the company to fetch, such as example.com"}},"hostedApiKey":"none"},"circleback_get_meeting":{"id":"circleback_get_meeting","name":"Circleback Get Meeting","description":"Gets a Circleback meeting by ID, including notes, attendees, action items, insights, and recording details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the meeting"}},"hostedApiKey":"none"},"circleback_get_person":{"id":"circleback_get_person","name":"Circleback Get Person","description":"Gets a person by their profile ID from Circleback, including their profile details and external links.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"profileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the person profile"}},"hostedApiKey":"none"},"circleback_get_transcript":{"id":"circleback_get_transcript","name":"Circleback Get Transcript","description":"Gets the full transcript for a Circleback meeting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the meeting"}},"hostedApiKey":"none"},"circleback_list_action_items":{"id":"circleback_list_action_items","name":"Circleback List Action Items","description":"Lists action items across the authenticated user meetings, filtered by assignee, status, tags, and attendees. Defaults to incomplete action items assigned to the API key owner.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"assigneeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"The assignee scope to filter by: Me, NotMe, Profile, MyWorkspace, OutsideMyWorkspace, Unassigned, or Anyone. Defaults to Me"},"assigneeProfileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Profile ID of the assignee to filter by"},"assigneeTeamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team ID of the assignee to filter by"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Completion status to filter by: PENDING or DONE. Defaults to incomplete action items"},"attendeeProfileIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated profile IDs of meeting attendees to filter by"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to filter by"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_calendar_events":{"id":"circleback_list_calendar_events","name":"Circleback List Calendar Events","description":"Lists upcoming calendar events from the authenticated user connected calendars, with pagination and a configurable time window.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"startTimeLookbackHours":{"type":"string","required":false,"visibility":"user-or-llm","description":"How many hours in the past to include calendar meetings from"},"startTimeLookaheadHours":{"type":"string","required":false,"visibility":"user-or-llm","description":"How many hours in the future to include calendar meetings from"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"The direction calendar meetings are sorted in by start time: ascending or descending. Defaults to ascending"},"includeOfflineSingleAttendee":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to true to include calendar meetings that have no meeting link and only one attendee"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_companies":{"id":"circleback_list_companies","name":"Circleback List Companies","description":"Lists the companies whose people attend the authenticated user meetings, with optional tag filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs. Filters companies to those with meetings so tagged"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_meetings":{"id":"circleback_list_meetings","name":"Circleback List Meetings","description":"Lists meetings from Circleback with optional ownership, status, tag, and attendee filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"ownership":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which meetings to return: All, Mine, or Shared. Defaults to Mine"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated meeting statuses to filter by"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to filter by"},"attendeeProfileIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated profile IDs of attendees to filter by"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_people":{"id":"circleback_list_people","name":"Circleback List People","description":"Lists the people who attend the authenticated user meetings, ordered by most recent meeting, with optional company and tag filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"domains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated company domains to filter people by"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs. Filters people to attendees of meetings so tagged"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"The maximum number of people to return"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_tags":{"id":"circleback_list_tags","name":"Circleback List Tags","description":"Lists every tag available to the authenticated Circleback user.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"}},"hostedApiKey":"none"},"circleback_remove_tag_from_meetings":{"id":"circleback_remove_tag_from_meetings","name":"Circleback Remove Tag from Meetings","description":"Removes a Circleback tag from one or more meetings and returns the updated meetings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the tag to remove"},"meetingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated IDs of the meetings to remove the tag from"}},"hostedApiKey":"none"},"circleback_search_meetings":{"id":"circleback_search_meetings","name":"Circleback Search Meetings","description":"Searches Circleback meetings by name and content, with optional filters for specific meetings, tags, and people.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"searchTerm":{"type":"string","required":false,"visibility":"user-or-llm","description":"The text to search for across meeting names and content"},"meetingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated meeting IDs to restrict the search to"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to restrict the search to"},"attendeeProfileIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated profile IDs of attendees to restrict the search to"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_update_action_item":{"id":"circleback_update_action_item","name":"Circleback Update Action Item","description":"Updates the title, description, status, or assignee of a Circleback action item. Returns the updated action item.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"actionItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the action item"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new title of the action item"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new detailed description of the action item"},"assigneeProfileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The profile ID to assign the action item to, or the literal text null to remove the assignee"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"The completion status: PENDING or DONE"}},"hostedApiKey":"none"},"circleback_update_meeting":{"id":"circleback_update_meeting","name":"Circleback Update Meeting","description":"Updates the name, notes, or private notes of a Circleback meeting. The API returns only the fields that were updated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the meeting"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new name of the meeting"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new meeting notes in Markdown"},"privateNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"The authenticated user private notes for the meeting"}},"hostedApiKey":"none"},"circleback_update_tag":{"id":"circleback_update_tag","name":"Circleback Update Tag","description":"Updates the name or description of a Circleback tag.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the tag"},"tagName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new display name of the tag"},"tagDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new description of the tag"}},"hostedApiKey":"none"},"clay_populate":{"id":"clay_populate","name":"Clay Populate","description":"Populate Clay with data from a JSON file. Enables direct communication and notifications with timestamp tracking and channel confirmation.","version":"1.0.0","params":{"webhookURL":{"type":"string","required":true,"visibility":"user-only","description":"The webhook URL to populate"},"data":{"type":"json","required":true,"visibility":"user-or-llm","description":"The data to populate"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Optional auth token for Clay webhook authentication (most webhooks do not require this)"}},"hostedApiKey":"none"},"clerk_add_organization_member":{"id":"clerk_add_organization_member","name":"Add Organization Member in Clerk","description":"Add a user as a member of a Clerk organization with a given role","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the user to add as a member"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role to assign, e.g. org:admin or org:member"}},"hostedApiKey":"none"},"clerk_ban_user":{"id":"clerk_ban_user","name":"Ban User in Clerk","description":"Ban a user, preventing them from signing in","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to ban (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}},"hostedApiKey":"none"},"clerk_create_actor_token":{"id":"clerk_create_actor_token","name":"Create Actor Token in Clerk","description":"Create an actor token to impersonate a user (God Mode / act-as-user), e.g. for support tooling","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the user to impersonate"},"actor":{"type":"json","required":true,"visibility":"user-or-llm","description":"Actor JSON object identifying who is impersonating, must include a \\"sub\\" field, e.g. {\\"sub\\": \\"user_support_agent_id\\"}"},"expiresInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds until the token expires (default 3600)"},"sessionMaxDurationInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max duration in seconds for sessions created with this token (default 1800)"}},"hostedApiKey":"none"},"clerk_create_allowlist_identifier":{"id":"clerk_create_allowlist_identifier","name":"Create Allowlist Identifier in Clerk","description":"Add an email, phone number, or web3 wallet to your Clerk instance allowlist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, phone number, or web3 wallet to allow (wildcards like *@example.com supported for email)"},"notify":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to notify the identifier owner by email (default false)"}},"hostedApiKey":"none"},"clerk_create_blocklist_identifier":{"id":"clerk_create_blocklist_identifier","name":"Create Blocklist Identifier in Clerk","description":"Add an email, phone number, or web3 wallet to your Clerk instance blocklist to prevent sign-ups","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, phone number, or web3 wallet to block"}},"hostedApiKey":"none"},"clerk_create_organization":{"id":"clerk_create_organization","name":"Create Organization in Clerk","description":"Create a new organization in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the organization"},"createdBy":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the creator who will become admin (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slug identifier for the organization"},"maxAllowedMemberships":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum member capacity (0 for unlimited)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object)"}},"hostedApiKey":"none"},"clerk_create_organization_invitation":{"id":"clerk_create_organization_invitation","name":"Create Organization Invitation in Clerk","description":"Invite a user by email to join a Clerk organization with a given role","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"emailAddress":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the user to invite"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role to assign on acceptance, e.g. org:admin or org:member"},"inviterUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID of the inviter"},"redirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect to after the invitation is accepted"},"expiresInDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Days until the invitation expires (1-365, default 30)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON 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Until at least one policy is attached the application denies everyone, so pair this with \\"Create Access Policy\\". Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Application type: self_hosted, saas, ssh, vnc, app_launcher, warp, biso, bookmark, infrastructure, rdp, mcp, mcp_portal, or proxy_endpoint. dash_sso has no request variant and cannot be created through the API"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"The primary hostname and path secured by Access, e.g. internal.example.com or example.com/admin. Required for the self_hosted, ssh, vnc, and rdp types; optional for bookmark and mcp_portal; read-only for app_launcher, warp, biso, and proxy_endpoint; and absent from the saas, infrastructure, and mcp variants"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Friendly name shown in the dashboard and App Launcher"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long an Access session stays valid, e.g. 24h or 30m"},"allowedIdps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated identity provider IDs users may authenticate with. Leave empty to allow all configured providers"},"appLauncherVisible":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the application is shown in the App Launcher"},"autoRedirectToIdentity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users skip the identity provider picker"},"customDenyMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message shown to users who are denied access"},"customDenyUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL denied users are redirected to"},"logoUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Logo image URL shown in the dashboard and App Launcher"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag names categorizing the application"},"policies":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of policies to attach. Entries may be reusable policy IDs or inline policy objects, e.g. [\\"<POLICY_ID>\\"]"},"saasApp":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON SaaS configuration, required for the saas type and rejected on every other type. SAML, e.g. {\\"auth_type\\":\\"saml\\",\\"consumer_service_url\\":\\"https://example.com/acs\\",\\"sp_entity_id\\":\\"https://example.com\\"}; OIDC, e.g. {\\"auth_type\\":\\"oidc\\",\\"client_id\\":\\"...\\",\\"redirect_uris\\":[\\"https://example.com/callback\\"]}"},"targetCriteria":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of infrastructure target criteria, required for the infrastructure and rdp types and rejected on every other type, e.g. [{\\"port\\":22,\\"protocol\\":\\"SSH\\",\\"target_attributes\\":{\\"hostname\\":[\\"production\\"]}}]"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_access_policy":{"id":"cloudflare_create_access_policy","name":"Cloudflare Create Access Policy","description":"Creates a Cloudflare Access (Zero Trust) policy on an application, deciding who may reach it. A policy takes effect on live traffic as soon as it is created — an allow policy with a broad include rule grants access immediately. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID to attach the policy to"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the policy"},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"What the policy does when it matches: allow, deny, non_identity (service tokens and other non-identity rules), or bypass (skip Access entirely)"},"include":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with OR logic — matching any one selects the policy. Example: [{\\"email\\":{\\"email\\":\\"user@example.com\\"}}] or [{\\"email_domain\\":{\\"domain\\":\\"example.com\\"}}]"},"exclude":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with NOT logic — matching any one rejects the request"},"require":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with AND logic — all of them must match"},"precedence":{"type":"number","required":false,"visibility":"user-or-llm","description":"Evaluation order of the policy within the application"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long a session granted by this policy stays valid, e.g. 24h. Leave it unset on a policy attached to an infrastructure-typed application — Cloudflare rejects those with error 12130"},"approvalRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether an approver must grant each access request"},"isolationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the session must run in a remote isolated browser"},"purposeJustificationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users must state a reason for access"},"purposeJustificationPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Prompt shown when a justification is required"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_access_service_token":{"id":"cloudflare_create_access_service_token","name":"Cloudflare Create Access Service Token","description":"Creates a Cloudflare Access (Zero Trust) service token so a machine can authenticate to Access-protected applications. This is the only response that ever contains the client secret — Cloudflare will not return it again, so capture it in the same run. Requires an API token with Account Access: Service Tokens Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Service tokens are account-scoped"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the service token"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long the token stays valid before it expires, e.g. 8760h. Defaults to Cloudflare\'s standard lifetime"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_dns_record":{"id":"cloudflare_create_dns_record","name":"Cloudflare Create DNS Record","description":"Creates a new DNS record for a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to create the DNS record in"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\", \\"NS\\", \\"SRV\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record name (e.g., \\"example.com\\" or \\"subdomain.example.com\\")"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record content (e.g., IP address for A records, target for CNAME)"},"ttl":{"type":"number","required":false,"visibility":"user-or-llm","description":"Time to live in seconds (1 = automatic, default: 1)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable Cloudflare proxy (default: false)"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Record priority. Cloudflare accepts this top-level field for MX and URI records only; an SRV record carries its priority, weight, port, and target inside the record content instead"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment for the DNS record"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags for the DNS record"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_r2_bucket":{"id":"cloudflare_create_r2_bucket","name":"Cloudflare Create R2 Bucket","description":"Creates an R2 object storage bucket in an account. The location hint and jurisdiction are fixed at creation and cannot be changed later. Requires an API token with Account Workers R2 Storage Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"bucketName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new bucket"},"locationHint":{"type":"string","required":false,"visibility":"user-or-llm","description":"Region hint for where the bucket should live: apac, eeur, enam, weur, wnam, or oc. Cannot be changed after creation"},"storageClass":{"type":"string","required":false,"visibility":"user-or-llm","description":"Default storage class for objects: Standard or InfrequentAccess"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction to create the bucket in: default, eu, or fedramp. Cannot be changed after creation"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_rate_limit_rule":{"id":"cloudflare_create_rate_limit_rule","name":"Cloudflare Create Rate Limiting Rule","description":"Creates a rate limiting rule in the http_ratelimit phase entry point ruleset of a zone, using the current Rulesets-based rate limiting API (the legacy rate_limits endpoint is no longer available). Run \\"List Rate Limiting Rules\\" first to get the ruleset ID. Requires an API token with Zone WAF Edit.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to add the rate limiting rule to"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The http_ratelimit entry point ruleset ID, as returned by \\"List Rate Limiting Rules\\""},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting the requests the rule applies to, e.g. (http.request.uri.path matches \\"^/api/\\")"},"characteristics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated counting characteristics. cf.colo.id is mandatory. ip.src and cf.unique_visitor_id are mutually exclusive — include at most one. Example: cf.colo.id,ip.src"},"period":{"type":"number","required":true,"visibility":"user-or-llm","description":"Counting window in seconds. Cloudflare accepts only 10, 60, 120, 300, 600, or 3600"},"requestsPerPeriod":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of requests allowed within the counting period before the action fires"},"action":{"type":"string","required":false,"visibility":"user-or-llm","description":"Action applied once the limit is exceeded, e.g. block, managed_challenge, js_challenge, challenge, or log. Defaults to block"},"mitigationTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds the action stays applied after the limit is exceeded. Cloudflare accepts only 0, 10, 60, 120, 300, 600, 3600, or 86400"},"counting_expression":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional expression defining which requests are counted, when it differs from the matching expression"},"requestsToOrigin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only requests that reach the origin are counted"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_ruleset":{"id":"cloudflare_create_ruleset","name":"Cloudflare Create Ruleset","description":"Creates a zone ruleset for a phase, optionally seeded with its first rules. Use this when a phase has no entry point ruleset yet — reading the entry point returns 404 on a zone that has never had a rule in that phase, and rules can only be appended to a ruleset that already exists. Create the entry point with kind \\"zone\\" and the target phase (for example http_ratelimit for rate limiting rules or http_request_firewall_custom for WAF custom rules), then use the returned ruleset ID for later rule operations. Requires an API token with Zone WAF Edit (or another matching ruleset Edit permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to create the ruleset in"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Human-readable name for the ruleset"},"phase":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset phase, e.g. http_ratelimit, http_request_firewall_custom, http_request_firewall_managed, http_request_transform, http_request_dynamic_redirect"},"kind":{"type":"string","required":false,"visibility":"user-or-llm","description":"Ruleset kind: zone or custom. Use zone to create a phase entry point ruleset and custom for a ruleset an execute rule deploys. Defaults to zone. \\"root\\" is the account-level phase entry point and \\"managed\\" is Cloudflare-owned, so neither can be created on this zone-scoped endpoint"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the ruleset"},"rules":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of rules to seed the ruleset with, in evaluation order. Each rule takes action, expression, and optionally description, enabled, action_parameters, and ratelimit"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_ruleset_rule":{"id":"cloudflare_create_ruleset_rule","name":"Cloudflare Create Ruleset Rule","description":"Adds a rule to a zone ruleset. Use \\"Get Phase Entry Point Ruleset\\" first to find the ruleset ID for the phase you want (for example http_request_firewall_custom for a WAF custom rule, or http_request_firewall_managed with action \\"execute\\" to deploy a managed ruleset). The rule is appended to the end of the ruleset unless a position is given. Requires an API token with Zone WAF Edit (or another matching ruleset Write permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID to add the rule to"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"The action the rule performs. Valid values depend on the phase — e.g. block, challenge, js_challenge, managed_challenge, log, skip, or execute (to deploy a managed ruleset)"},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting matching requests, e.g. (ip.src.country in {\\"GB\\" \\"FR\\"}). Use \\"true\\" to match every request"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference tag that stays stable across rule updates"},"actionParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of action-specific parameters. For an \\"execute\\" rule this carries the managed ruleset id and any overrides, e.g. {\\"id\\":\\"<MANAGED_RULESET_ID>\\",\\"overrides\\":{\\"action\\":\\"log\\"}}"},"position":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object placing the rule within the ruleset. Exactly one of {\\"before\\":\\"<RULE_ID>\\"}, {\\"after\\":\\"<RULE_ID>\\"}, or {\\"index\\":<1-based position>}"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_zone":{"id":"cloudflare_create_zone","name":"Cloudflare Create Zone","description":"Adds a new zone (domain) to the Cloudflare account.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The domain name to add (e.g., \\"example.com\\")"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Zone type: \\"full\\" (Cloudflare manages DNS), \\"partial\\" (CNAME setup), or \\"secondary\\" (secondary DNS). Cloudflare also defines \\"internal\\", which is not creatable through this tool"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_access_application":{"id":"cloudflare_delete_access_application","name":"Cloudflare Delete Access Application","description":"Permanently deletes a Cloudflare Access (Zero Trust) application and every policy attached to it. The hostname it protected is immediately left without an Access identity check, so anyone who can reach it can reach the origin. This cannot be undone. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID to delete permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_access_policy":{"id":"cloudflare_delete_access_policy","name":"Cloudflare Delete Access Policy","description":"Permanently deletes a Cloudflare Access (Zero Trust) policy from an application. This changes who can reach the application the moment it runs: removing an allow policy locks out everyone it covered, and removing a deny or require policy drops that restriction. This cannot be undone. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID that owns the policy"},"policyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access policy ID to delete permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_dns_record":{"id":"cloudflare_delete_dns_record","name":"Cloudflare Delete DNS Record","description":"Deletes a DNS record from a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID containing the DNS record"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The DNS record ID to delete"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_r2_bucket":{"id":"cloudflare_delete_r2_bucket","name":"Cloudflare Delete R2 Bucket","description":"Permanently deletes an R2 object storage bucket. Cloudflare only deletes an empty bucket, and the deletion cannot be undone. Requires an API token with Account Workers R2 Storage Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"bucketName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the bucket to delete permanently"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction the bucket lives in: default, eu, or fedramp"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_ruleset_rule":{"id":"cloudflare_delete_ruleset_rule","name":"Cloudflare Delete Ruleset Rule","description":"Permanently deletes a rule from a zone ruleset. This takes effect immediately on live traffic and cannot be undone — deleting a WAF custom rule, a managed-ruleset deployment, or a rate limiting rule removes that protection from the zone. Also use this to delete rate limiting rules, which live in the http_ratelimit phase ruleset. Requires an API token with Zone WAF Edit (or another matching ruleset Write permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID containing the rule"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The rule ID to delete permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_zone":{"id":"cloudflare_delete_zone","name":"Cloudflare Delete Zone","description":"Deletes a zone (domain) from the Cloudflare account.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to delete"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_dns_analytics":{"id":"cloudflare_dns_analytics","name":"Cloudflare DNS Analytics","description":"Gets DNS analytics report for a zone including query counts and trends.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to get DNS analytics for"},"since":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date for analytics (ISO 8601, e.g., \\"2024-01-01T00:00:00Z\\") or relative (e.g., \\"-6h\\")"},"until":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date for analytics (ISO 8601, e.g., \\"2024-01-31T23:59:59Z\\") or relative (e.g., \\"now\\")"},"metrics":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated metrics to retrieve (e.g., \\"queryCount,uncachedCount,staleCount,responseTimeAvg,responseTimeMedian,responseTime90th,responseTime99th\\"). Optional in the API"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions to group by (e.g., \\"queryName,queryType,responseCode,responseCached,coloName,origin,dayOfWeek,tcp,ipVersion,querySizeBucket,responseSizeBucket\\")"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filters to apply to the data (e.g., \\"queryType==A\\")"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for the result set. Fields must be included in metrics or dimensions (e.g., \\"+queryCount\\" or \\"-responseTimeAvg\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_access_application":{"id":"cloudflare_get_access_application","name":"Cloudflare Get Access Application","description":"Reads a single Cloudflare Access (Zero Trust) application, including its attached policies. Requires an API token with Account Access: Apps and Policies Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID (or audience tag) to read"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_r2_bucket":{"id":"cloudflare_get_r2_bucket","name":"Cloudflare Get R2 Bucket","description":"Reads the metadata of a single R2 object storage bucket. Requires an API token with Account Workers R2 Storage Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"bucketName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the bucket to read"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction the bucket lives in: default, eu, or fedramp"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_ruleset":{"id":"cloudflare_get_ruleset","name":"Cloudflare Get Ruleset","description":"Reads a single zone ruleset including every rule it contains, in evaluation order. Requires an API token with Zone WAF Read (or another matching ruleset Read permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID to read"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_ruleset_entrypoint":{"id":"cloudflare_get_ruleset_entrypoint","name":"Cloudflare Get Phase Entry Point Ruleset","description":"Reads the entry point ruleset for a phase on a zone, including all of its rules. This is how you find the ruleset ID you need before adding, updating, or deleting a rule — for example http_request_firewall_custom for WAF custom rules, http_request_firewall_managed for managed-ruleset deployments and overrides, or http_ratelimit for rate limiting rules. Requires an API token with Zone WAF Read (or another matching ruleset Read permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to read the phase entry point for"},"phase":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset phase, e.g. http_request_firewall_custom, http_request_firewall_managed, http_ratelimit, http_request_transform, http_request_dynamic_redirect"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_tunnel":{"id":"cloudflare_get_tunnel","name":"Cloudflare Get Tunnel","description":"Reads a single Cloudflare Tunnel (cloudflared), including its health status and active connector connections. Requires an API token with Account Cloudflare Tunnel Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Tunnels are account-scoped"},"tunnelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tunnel ID to read"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_tunnel_configuration":{"id":"cloudflare_get_tunnel_configuration","name":"Cloudflare Get Tunnel Configuration","description":"Reads the configuration of a remotely-managed Cloudflare Tunnel — its ingress rules, origin request settings, and WARP routing. Only tunnels whose configuration source is \\"cloudflare\\" have a remote configuration; locally-managed tunnels keep it in their own config file. Requires an API token with Account Cloudflare Tunnel Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Tunnels are account-scoped"},"tunnelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tunnel ID to read the configuration for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_worker_script_settings":{"id":"cloudflare_get_worker_script_settings","name":"Cloudflare Get Worker Script Settings","description":"Reads the deployment settings of a single Workers script — bindings, compatibility date and flags, limits, observability, placement, and tail consumers. The plain \\"get script\\" endpoint in the Cloudflare API returns raw JavaScript source rather than JSON, so this settings endpoint is the structured way to inspect one script. Requires an API token with Account Workers Scripts Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Workers scripts are account-scoped"},"scriptName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Workers script to read settings for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_zone":{"id":"cloudflare_get_zone","name":"Cloudflare Get Zone","description":"Gets details for a specific zone (domain) by its ID.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to retrieve details for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_zone_settings":{"id":"cloudflare_get_zone_settings","name":"Cloudflare Get Zone Settings","description":"Reads zone settings such as SSL mode, minimum TLS version, security level, and caching level. Cloudflare retired the endpoint that read every setting in one request, so each setting is read individually — name the ones you need to keep the read small. Defaults to ssl, always_use_https, min_tls_version, tls_1_3, security_level, cache_level, browser_cache_ttl, development_mode, rocket_loader, email_obfuscation, hotlink_protection, ip_geolocation, http2, http3, websockets.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to get settings for"},"settingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated setting IDs to read, e.g. \\"ssl,min_tls_version,security_level\\". Leave blank to read the default set (ssl, always_use_https, min_tls_version, tls_1_3, security_level, cache_level, browser_cache_ttl, development_mode, rocket_loader, email_obfuscation, hotlink_protection, ip_geolocation, http2, http3, websockets). At most 40 settings per call."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_applications":{"id":"cloudflare_list_access_applications","name":"Cloudflare List Access Applications","description":"Lists the Cloudflare Access (Zero Trust) applications protecting an account. Requires an API token with Account Access: Apps and Policies Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by application name"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by the primary hostname the application secures"},"aud":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by application audience (AUD) tag"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across applications"},"exact":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the name and domain filters must match exactly"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of applications per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_groups":{"id":"cloudflare_list_access_groups","name":"Cloudflare List Access Groups","description":"Lists the reusable Cloudflare Access (Zero Trust) groups in an account. Groups bundle identity rules that policies can reference by ID. Requires an API token with Account Access: Organizations, Identity Providers, and Groups Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access groups are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by group name"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across groups"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of groups per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_identity_providers":{"id":"cloudflare_list_access_identity_providers","name":"Cloudflare List Access Identity Providers","description":"Lists the identity providers configured for Cloudflare Access (Zero Trust) in an account, such as Okta, Entra ID, Google Workspace, or a one-time PIN. Use the returned IDs to restrict an application with allowed_idps. Requires an API token with Account Access: Organizations, Identity Providers, and Groups Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Identity providers are account-scoped"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_policies":{"id":"cloudflare_list_access_policies","name":"Cloudflare List Access Policies","description":"Lists the Cloudflare Access (Zero Trust) policies attached to an application, in precedence order. Requires an API token with Account Access: Apps and Policies Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID whose policies should be listed"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of policies per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_service_tokens":{"id":"cloudflare_list_access_service_tokens","name":"Cloudflare List Access Service Tokens","description":"Lists the Cloudflare Access (Zero Trust) service tokens in an account, which let machines authenticate to Access-protected applications. Client secrets are never returned by this endpoint — only on creation. Requires an API token with Account Access: Service Tokens Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Service tokens are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by service token name"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across service tokens"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of service tokens per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_certificates":{"id":"cloudflare_list_certificates","name":"Cloudflare List Certificates","description":"Lists SSL/TLS certificate packs for a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list certificates for"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"all\\" to include every certificate pack regardless of status. Cloudflare documents no other value for this filter; omitting it returns only active packs"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number of paginated results (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of certificate packs per page (default: 20, min: 5, max: 50)"},"deploy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by deployment environment: \\"staging\\" or \\"production\\""},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_dns_records":{"id":"cloudflare_list_dns_records","name":"Cloudflare List DNS Records","description":"Lists DNS records for a specific zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list DNS records for"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record name (exact match)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record content (exact match)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page (default: 100, max: 5000000)"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc or desc)"},"match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Match logic for filters: any or all (default: all)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (type, name, content, ttl, proxied)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter by proxy status"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across record name, content, and value"},"tag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by an exact tag name"},"tag_match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag filter match logic: any or all. Only affects results when combined with multiple tag filter conditions; has no effect with the single exact-match Tag Filter above."},"commentFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter records by comment content (substring match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_managed_ruleset_overrides":{"id":"cloudflare_list_managed_ruleset_overrides","name":"Cloudflare List Managed Ruleset Overrides","description":"Lists the WAF managed rulesets deployed on a zone together with the overrides applied to each one. Cloudflare has no dedicated overrides endpoint — overrides live on the \\"execute\\" rules of the http_request_firewall_managed phase entry point ruleset, which this reads. Requires an API token with Zone WAF Read.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to read managed ruleset deployments and overrides for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_r2_buckets":{"id":"cloudflare_list_r2_buckets","name":"Cloudflare List R2 Buckets","description":"Lists the R2 object storage buckets in an account. Requires an API token with Account Workers R2 Storage Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"name_contains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return buckets whose name contains this substring"},"start_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bucket name to start listing after"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor returned by a previous call"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction by bucket name: asc or desc"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of buckets per page"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction to list within: default, eu, or fedramp"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_rate_limit_rules":{"id":"cloudflare_list_rate_limit_rules","name":"Cloudflare List Rate Limiting Rules","description":"Lists the rate limiting rules on a zone by reading the http_ratelimit phase entry point ruleset. This uses the current Rulesets-based rate limiting API; the legacy rate_limits endpoint is no longer available. The returned ruleset ID is what \\"Create Rate Limiting Rule\\", \\"Update Rate Limiting Rule\\", and \\"Delete Ruleset Rule\\" need. Requires an API token with Zone WAF Read.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list rate limiting rules for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_rulesets":{"id":"cloudflare_list_rulesets","name":"Cloudflare List Rulesets","description":"Lists every ruleset defined on a zone across all phases (WAF custom rules, managed rules, rate limiting, transform rules, and more). The list response deliberately omits the rules inside each ruleset — use \\"Get Ruleset\\" to read them. Requires an API token with Zone WAF Read (or another matching ruleset Read permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list rulesets for"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of rulesets to return per page"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page, taken from the cursor output of a previous call. This endpoint paginates by cursor, not by page number"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_tunnels":{"id":"cloudflare_list_tunnels","name":"Cloudflare List Tunnels","description":"Lists the Cloudflare Tunnels (cloudflared) in an account, with their health status and active connections. Requires an API token with Account Cloudflare Tunnel Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Tunnels are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by exact tunnel name"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by tunnel health: inactive, degraded, healthy, or down"},"uuid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by tunnel UUID"},"is_deleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to return deleted tunnels instead of active ones"},"include_prefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include tunnels whose name starts with this prefix"},"exclude_prefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exclude tunnels whose name starts with this prefix"},"existed_at":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return tunnels that existed at this RFC 3339 timestamp"},"was_active_at":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return tunnels that were active at this RFC 3339 timestamp"},"was_inactive_at":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return tunnels that were inactive at this RFC 3339 timestamp"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tunnels per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_worker_routes":{"id":"cloudflare_list_worker_routes","name":"Cloudflare List Worker Routes","description":"Lists the Workers routes on a zone, showing which URL patterns are handled by which Worker script. Unlike the Workers script endpoints, routes are zone-scoped. Requires an API token with Zone Workers Routes Read.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list Workers routes for. Routes are zone-scoped, not account-scoped"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_worker_scripts":{"id":"cloudflare_list_worker_scripts","name":"Cloudflare List Worker Scripts","description":"Lists the Workers scripts deployed in an account. Requires an API token with Account Workers Scripts Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Workers scripts are account-scoped"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter scripts by tag. Cloudflare expects a comma-separated list of tag:allowed pairs where allowed is yes or no, e.g. team:core:yes,deprecated:no"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_zones":{"id":"cloudflare_list_zones","name":"Cloudflare List Zones","description":"Lists all zones (domains) in the Cloudflare account.","version":"1.0.0","params":{"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter zones by domain name (e.g., \\"example.com\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by zone status: \\"initializing\\", \\"pending\\", \\"active\\", or \\"moved\\""},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of zones per page (default: 20, max: 50)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter zones by account ID"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (name, status, account.id, account.name, plan.id)"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Match logic for filters (any, all). Default: all"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_purge_cache":{"id":"cloudflare_purge_cache","name":"Cloudflare Purge Cache","description":"Purges cached content for a zone. Can purge everything or specific files/tags/hosts/prefixes.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to purge cache for"},"purge_everything":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to purge all cached content. Mutually exclusive with files, tags, hosts, and prefixes"},"files":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of URLs to purge from cache"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of cache tags to purge (Enterprise only)"},"hosts":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of hostnames to purge (Enterprise only)"},"prefixes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of URL prefixes to purge (Enterprise only)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_revoke_access_service_token":{"id":"cloudflare_revoke_access_service_token","name":"Cloudflare Revoke Access Service Token","description":"Permanently deletes a Cloudflare Access (Zero Trust) service token, revoking it. Every machine or integration still presenting that client ID and secret is locked out of the Access-protected applications immediately, and the secret cannot be recovered. This cannot be undone. Requires an API token with Account Access: Service Tokens Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Service tokens are account-scoped"},"serviceTokenId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The service token ID to revoke permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_access_application":{"id":"cloudflare_update_access_application","name":"Cloudflare Update Access Application","description":"Updates a Cloudflare Access (Zero Trust) application. Cloudflare does not document merge behavior for this PUT, so treat it as a replace: send every field the application should keep, because an omitted field may revert to its default and widen or break access. Read the current configuration with \\"Get Access Application\\" first. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID to update"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Application type: self_hosted, saas, ssh, vnc, app_launcher, warp, biso, bookmark, infrastructure, rdp, mcp, mcp_portal, or proxy_endpoint. dash_sso has no request variant and cannot be written through the API"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"The primary hostname and path secured by Access. Required for the self_hosted, ssh, vnc, and rdp types; optional for bookmark and mcp_portal; read-only for app_launcher, warp, biso, and proxy_endpoint; and absent from the saas, infrastructure, and mcp variants"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Friendly name shown in the dashboard and App Launcher"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long an Access session stays valid, e.g. 24h or 30m"},"allowedIdps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated identity provider IDs users may authenticate with"},"appLauncherVisible":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the application is shown in the App Launcher"},"autoRedirectToIdentity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users skip the identity provider picker"},"customDenyMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message shown to users who are denied access"},"customDenyUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL denied users are redirected to"},"logoUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Logo image URL shown in the dashboard and App Launcher"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag names categorizing the application"},"saasApp":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON SaaS configuration, required for the saas type and rejected on every other type. SAML, e.g. {\\"auth_type\\":\\"saml\\",\\"consumer_service_url\\":\\"https://example.com/acs\\",\\"sp_entity_id\\":\\"https://example.com\\"}; OIDC, e.g. {\\"auth_type\\":\\"oidc\\",\\"client_id\\":\\"...\\",\\"redirect_uris\\":[\\"https://example.com/callback\\"]}"},"targetCriteria":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of infrastructure target criteria, required for the infrastructure and rdp types and rejected on every other type, e.g. [{\\"port\\":22,\\"protocol\\":\\"SSH\\",\\"target_attributes\\":{\\"hostname\\":[\\"production\\"]}}]"},"policies":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of policies to attach. Entries may be reusable policy IDs or inline policy objects"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_access_policy":{"id":"cloudflare_update_access_policy","name":"Cloudflare Update Access Policy","description":"Updates a Cloudflare Access (Zero Trust) policy on an application. Cloudflare does not document merge behavior for this PUT, so treat it as a replace: send every rule the policy should keep, because an omitted exclude or require rule may be dropped and widen who gets in. The change applies to live traffic immediately. Read the current policy with \\"List Access Policies\\" first. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID that owns the policy"},"policyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access policy ID to update"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the policy"},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"What the policy does when it matches: allow, deny, non_identity, or bypass (skip Access entirely)"},"include":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with OR logic. Example: [{\\"email_domain\\":{\\"domain\\":\\"example.com\\"}}]"},"exclude":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with NOT logic"},"require":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with AND logic"},"precedence":{"type":"number","required":false,"visibility":"user-or-llm","description":"Evaluation order of the policy within the application"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long a session granted by this policy stays valid, e.g. 24h. Leave it unset on a policy attached to an infrastructure-typed application — Cloudflare rejects those with error 12130"},"approvalRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether an approver must grant each access request"},"isolationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the session must run in a remote isolated browser"},"purposeJustificationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users must state a reason for access"},"purposeJustificationPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Prompt shown when a justification is required"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_dns_record":{"id":"cloudflare_update_dns_record","name":"Cloudflare Update DNS Record","description":"Updates an existing DNS record for a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID containing the DNS record"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The DNS record ID to update"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"DNS record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"DNS record name"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"DNS record content (e.g., IP address)"},"ttl":{"type":"number","required":false,"visibility":"user-or-llm","description":"Time to live in seconds (1 = automatic)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable Cloudflare proxy"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Record priority. Cloudflare accepts this top-level field for MX and URI records only; an SRV record carries its priority, weight, port, and target inside the record content instead"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment for the DNS record"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags for the DNS record"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_rate_limit_rule":{"id":"cloudflare_update_rate_limit_rule","name":"Cloudflare Update Rate Limiting Rule","description":"Updates a rate limiting rule in the http_ratelimit phase entry point ruleset of a zone, using the current Rulesets-based rate limiting API. Cloudflare replaces the rule definition rather than merging it, so send the complete rule — every field you omit is reset. Run \\"List Rate Limiting Rules\\" first to read the current definition and get the ruleset ID. Requires an API token with Zone WAF Edit.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the rule"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The http_ratelimit entry point ruleset ID, as returned by \\"List Rate Limiting Rules\\""},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The rate limiting rule ID to update"},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting the requests the rule applies to"},"characteristics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated counting characteristics. cf.colo.id is mandatory. ip.src and cf.unique_visitor_id are mutually exclusive — include at most one."},"period":{"type":"number","required":true,"visibility":"user-or-llm","description":"Counting window in seconds. Cloudflare accepts only 10, 60, 120, 300, 600, or 3600"},"requestsPerPeriod":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of requests allowed within the counting period before the action fires"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action applied once the limit is exceeded: block, managed_challenge, js_challenge, challenge, or log. Required because this endpoint replaces the rule rather than merging into it — a defaulted action would silently convert an existing log or challenge rule into a hard block"},"mitigationTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds the action stays applied. Cloudflare accepts only 0, 10, 60, 120, 300, 600, 3600, or 86400"},"counting_expression":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional expression defining which requests are counted"},"requestsToOrigin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only requests that reach the origin are counted"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference tag that stays stable across rule updates. Because the update replaces the rule, omitting it resets the tag to the rule ID and breaks anything matching on the old value"},"actionParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of action-specific parameters for the mitigation action, e.g. {\\"response\\":{\\"status_code\\":429,\\"content\\":\\"{\\\\\\"error\\\\\\":\\\\\\"rate limited\\\\\\"}\\",\\"content_type\\":\\"application/json\\"}} for a custom block response. Because the update replaces the rule, omitting it resets action_parameters to {} and the rule falls back to Cloudflare\'s default block page"},"logging":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON logging configuration to preserve, e.g. {\\"enabled\\":true}. Omitting it on a rule that had logging configured resets it to the default"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_ruleset_rule":{"id":"cloudflare_update_ruleset_rule","name":"Cloudflare Update Ruleset Rule","description":"Updates a rule in a zone ruleset. Cloudflare replaces the rule definition rather than merging it, so you must send every field you want the rule to keep — any field you omit is reset to its default. Read the current rule with \\"Get Ruleset\\" first. Requires an API token with Zone WAF Edit (or another matching ruleset Write permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID containing the rule"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The rule ID to update"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"The action the rule performs, e.g. block, challenge, js_challenge, managed_challenge, log, skip, or execute. Required because this endpoint replaces the rule definition — omitting it resets the stored action"},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting matching requests. Required because this endpoint replaces the rule definition — omitting it resets the stored expression"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference tag that stays stable across rule updates. Because the update replaces the rule, omitting it resets the tag to the rule ID and breaks anything matching on the old value"},"actionParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of action-specific parameters, e.g. {\\"id\\":\\"<MANAGED_RULESET_ID>\\",\\"overrides\\":{\\"rules\\":[{\\"id\\":\\"<RULE_ID>\\",\\"action\\":\\"log\\",\\"enabled\\":true,\\"score_threshold\\":40}]}}. Required on an execute rule and must be sent on every update: the endpoint replaces the rule, so omitting it resets action_parameters to {} — which unbinds the managed ruleset the rule deploys and every override under it"},"ratelimit":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON rate limiting configuration to preserve on a rule in the http_ratelimit phase, e.g. {\\"characteristics\\":[\\"cf.colo.id\\",\\"ip.src\\"],\\"period\\":60,\\"requests_per_period\\":100}. Because the update replaces the rule, omitting this on a rate limiting rule stops it rate limiting"},"logging":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON logging configuration to preserve, e.g. {\\"enabled\\":true}. Omitting it on a rule that had logging configured resets it to the default"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_zone_setting":{"id":"cloudflare_update_zone_setting","name":"Cloudflare Update Zone Setting","description":"Updates a specific zone setting such as SSL mode, security level, cache level, or other configuration.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to update settings for"},"settingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Setting to update (e.g., \\"ssl\\", \\"security_level\\", \\"cache_level\\", \\"always_use_https\\", \\"browser_cache_ttl\\", \\"http3\\", \\"min_tls_version\\", \\"ciphers\\")"},"value":{"type":"string","required":true,"visibility":"user-or-llm","description":"New value for the setting as a string, or a JSON string for complex values (e.g., \\"full\\" for SSL, \\"medium\\" for security_level, \\"aggressive\\" for cache_level, [\\"ECDHE-RSA-AES128-GCM-SHA256\\"] for ciphers)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudformation_cancel_update_stack":{"id":"cloudformation_cancel_update_stack","name":"CloudFormation Cancel Update Stack","description":"Cancel an in-progress stack update and roll back to the last known stable state","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ID of the stack whose update should be cancelled"}},"hostedApiKey":"none"},"cloudformation_create_change_set":{"id":"cloudformation_create_change_set","name":"CloudFormation Create Change Set","description":"Preview the changes a stack create or update would make before applying them","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the stack to create or update (new name for CREATE type, existing name for UPDATE)"},"changeSetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new change set"},"templateBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML). Required unless usePreviousTemplate is true"},"usePreviousTemplate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Reuse the template currently associated with the stack (UPDATE change sets only)"},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template input parameters (e.g., [{\\"parameterKey\\": \\"InstanceType\\", \\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND)"},"changeSetType":{"type":"string","required":false,"visibility":"user-or-llm","description":"CREATE (default, new stack), UPDATE (existing stack), or IMPORT (import existing resources)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the change set for reference"}},"hostedApiKey":"none"},"cloudformation_create_stack":{"id":"cloudformation_create_stack","name":"CloudFormation Create Stack","description":"Create a new CloudFormation stack from a template","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new stack (must be unique in the Region)"},"templateBody":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML)"},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template input parameters (e.g., [{\\"parameterKey\\": \\"InstanceType\\", \\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND) required when the template creates IAM resources or uses macros"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the stack and its resources (e.g., [{\\"key\\": \\"env\\", \\"value\\": \\"prod\\"}])"},"onFailure":{"type":"string","required":false,"visibility":"user-or-llm","description":"Action to take on creation failure: ROLLBACK (default), DELETE, or DO_NOTHING"},"timeoutInMinutes":{"type":"number","required":false,"visibility":"user-or-llm","description":"Amount of time before the stack creation times out and rolls back"}},"hostedApiKey":"none"},"cloudformation_delete_stack":{"id":"cloudformation_delete_stack","name":"CloudFormation Delete Stack","description":"Delete a CloudFormation stack and its resources","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ID of the stack to delete"},"retainResources":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated logical resource IDs to retain instead of deleting (only applies to stacks in DELETE_FAILED state)"}},"hostedApiKey":"none"},"cloudformation_describe_change_set":{"id":"cloudformation_describe_change_set","name":"CloudFormation Describe Change Set","description":"View the resource changes a change set would make and its execution status","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"changeSetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ARN of the change set to describe"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name or ID of the stack the change set belongs to (required if changeSetName is not an ARN)"}},"hostedApiKey":"none"},"cloudformation_describe_stack_drift_detection_status":{"id":"cloudformation_describe_stack_drift_detection_status","name":"CloudFormation Describe Stack Drift Detection Status","description":"Check the status of a stack drift detection operation","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackDriftDetectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The drift detection ID returned by Detect Stack Drift"}},"hostedApiKey":"none"},"cloudformation_describe_stack_events":{"id":"cloudformation_describe_stack_events","name":"CloudFormation Describe Stack Events","description":"Get the event history for a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (default: 50)"}},"hostedApiKey":"none"},"cloudformation_describe_stacks":{"id":"cloudformation_describe_stacks","name":"CloudFormation Describe Stacks","description":"List and describe CloudFormation stacks","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Stack name or ID to describe (omit to list all stacks)"}},"hostedApiKey":"none"},"cloudformation_detect_stack_drift":{"id":"cloudformation_detect_stack_drift","name":"CloudFormation Detect Stack Drift","description":"Initiate drift detection on a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID to detect drift on"}},"hostedApiKey":"none"},"cloudformation_execute_change_set":{"id":"cloudformation_execute_change_set","name":"CloudFormation Execute Change Set","description":"Apply a previously created and reviewed change set to its stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"changeSetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ARN of the change set to execute"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name or ID of the stack the change set belongs to (required if changeSetName is not an ARN)"}},"hostedApiKey":"none"},"cloudformation_get_template":{"id":"cloudformation_get_template","name":"CloudFormation Get Template","description":"Retrieve the template body for a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID"},"templateStage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which template version to retrieve: Processed (default, with transforms applied) or Original (as submitted)"}},"hostedApiKey":"none"},"cloudformation_get_template_summary":{"id":"cloudformation_get_template_summary","name":"CloudFormation Get Template Summary","description":"Get a summary of a template or deployed stack: resource types, required capabilities, and parameters, without full validation","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"templateBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML). Required if stackName is not provided"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name or ID of a deployed stack to summarize instead of a template body"}},"hostedApiKey":"none"},"cloudformation_list_stack_resources":{"id":"cloudformation_list_stack_resources","name":"CloudFormation List Stack Resources","description":"List all resources in a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID"}},"hostedApiKey":"none"},"cloudformation_update_stack":{"id":"cloudformation_update_stack","name":"CloudFormation Update Stack","description":"Update an existing CloudFormation stack with a new or previous template","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ID of the stack to update"},"templateBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new CloudFormation template body (JSON or YAML). 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Requires the \\"Cases: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"caseIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike case IDs"}},"hostedApiKey":"none"},"crowdstrike_get_host_group_details":{"id":"crowdstrike_get_host_group_details","name":"CrowdStrike Get Host Group Details","description":"Get CrowdStrike Falcon host group records for one or more group IDs (GET /devices/entities/host-groups/v1). Requires the \\"Host groups: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"hostGroupIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike host group IDs"}},"hostedApiKey":"none"},"crowdstrike_get_indicator_details":{"id":"crowdstrike_get_indicator_details","name":"CrowdStrike Get Indicator Details","description":"Get custom CrowdStrike Falcon indicator of compromise (IOC) records for one or more IOC IDs (GET /iocs/entities/indicators/v1). Requires the \\"IOC Management: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"indicatorIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike IOC IDs"}},"hostedApiKey":"none"},"crowdstrike_get_rtr_command_status":{"id":"crowdstrike_get_rtr_command_status","name":"CrowdStrike Get RTR Command Status","description":"Get the status and output of a Real Time Response command by cloud request ID (GET /real-time-response/entities/command/v1). Long output is chunked across sequences, so increment the sequence ID to read the next chunk. Requires the \\"Real time response: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"cloudRequestId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloud request ID returned by Execute RTR Command"},"sequenceId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Output chunk to retrieve, starting at 0"}},"hostedApiKey":"none"},"crowdstrike_get_sensor_aggregates":{"id":"crowdstrike_get_sensor_aggregates","name":"CrowdStrike Get Sensor Aggregates","description":"Aggregate CrowdStrike Identity Protection sensors from a JSON aggregate query body (POST /identity-protection/aggregates/devices/GET/v1). These are the domain controllers Falcon Identity Protection monitors, not Falcon endpoint sensors. Requires the \\"Identity Protection Entities: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"aggregateQuery":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON aggregate query body documented by CrowdStrike for sensor aggregates"}},"hostedApiKey":"none"},"crowdstrike_get_sensor_details":{"id":"crowdstrike_get_sensor_details","name":"CrowdStrike Get Sensor Details","description":"Get CrowdStrike Identity Protection sensor details for one or more device IDs (POST /identity-protection/entities/devices/GET/v1). These are the domain controllers Falcon Identity Protection monitors, not Falcon endpoint sensors. Requires the \\"Identity Protection Entities: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"ids":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike sensor device IDs"}},"hostedApiKey":"none"},"crowdstrike_get_vulnerability_details":{"id":"crowdstrike_get_vulnerability_details","name":"CrowdStrike Get Vulnerability Details","description":"Get CrowdStrike Falcon Spotlight vulnerability records for one or more vulnerability IDs, including CVE, affected host, application, and remediation details (GET /spotlight/entities/vulnerabilities/v2). Requires the spotlight-vulnerabilities:read API scope, shown as \\"Vulnerabilities: Read\\" in the Falcon API client UI.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"vulnerabilityIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of Spotlight vulnerability IDs (maximum 400 per request)"}},"hostedApiKey":"none"},"crowdstrike_init_rtr_session":{"id":"crowdstrike_init_rtr_session","name":"CrowdStrike Init RTR Session","description":"Open a CrowdStrike Falcon Real Time Response session against a host so read-only commands can be run on it (POST /real-time-response/entities/sessions/v1). This connects a live remote shell to the endpoint. Requires the \\"Real time response: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"CrowdStrike host agent ID (AID) to open the session against"},"queueOffline":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Queue the session so it runs when an offline host comes back online"},"origin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional session origin string recorded by CrowdStrike"}},"hostedApiKey":"none"},"crowdstrike_perform_host_action":{"id":"crowdstrike_perform_host_action","name":"CrowdStrike Perform Host Action","description":"Act on CrowdStrike Falcon hosts (POST /devices/entities/devices-actions/v2). Actions: contain, lift_containment, hide_host, unhide_host, detection_suppress, detection_unsuppress. contain network-isolates the host so it can only reach the Falcon cloud; hide_host removes the host record from the console. Both are immediately disruptive. Up to 100 host IDs per call. Requires the \\"Hosts: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action to take: contain, lift_containment, hide_host, unhide_host, detection_suppress, or detection_unsuppress. \\"contain\\" network-isolates the host; \\"hide_host\\" removes it from the Falcon console."},"deviceIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of up to 100 CrowdStrike host agent IDs (AIDs) to act on"}},"hostedApiKey":"none"},"crowdstrike_perform_host_group_action":{"id":"crowdstrike_perform_host_group_action","name":"CrowdStrike Perform Host Group Action","description":"Add hosts to or remove hosts from a CrowdStrike Falcon static host group (POST /devices/entities/host-group-actions/v1). Group membership drives policy assignment, so changing it changes which policies apply to those hosts. Requires the \\"Host groups: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action to take: add-hosts or remove-hosts"},"hostGroupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"CrowdStrike host group ID to modify (static groups only)"},"deviceIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike host agent IDs (AIDs) to add to or remove from the group"}},"hostedApiKey":"none"},"crowdstrike_query_alerts":{"id":"crowdstrike_query_alerts","name":"CrowdStrike Query Alerts","description":"Search CrowdStrike Falcon alerts with a Falcon Query Language filter and return their composite IDs. Uses the current Alerts API (GET /alerts/queries/alerts/v2), which replaced the Detects API decommissioned on September 30, 2025. Requires the \\"Alerts: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter over alert fields"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across all alert metadata"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of alert IDs to return (max 10000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the alert query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"created_timestamp|desc\\""},"includeHidden":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include previously hidden alerts (CrowdStrike defaults this to true)"}},"hostedApiKey":"none"},"crowdstrike_query_cases":{"id":"crowdstrike_query_cases","name":"CrowdStrike Query Cases","description":"Search CrowdStrike Falcon Case Management cases with a Falcon Query Language filter and return their IDs (GET /cases/queries/cases/v1). Case Management supersedes the CrowdScore Incidents API, which CrowdStrike has removed from its published API spec. Requires the \\"Cases: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter. Exact-match fields include cid and id; wildcard fields include assigned_to_name and assigned_to_uuid; range fields include created_timestamp and updated_timestamp."},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across all case metadata"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of case IDs to return (max 10000, default 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the case query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"created_timestamp|desc\\" or \\"status|asc\\""}},"hostedApiKey":"none"},"crowdstrike_query_host_groups":{"id":"crowdstrike_query_host_groups","name":"CrowdStrike Query Host Groups","description":"Search CrowdStrike Falcon host groups with a Falcon Query Language filter and return their IDs (GET /devices/queries/host-groups/v1). Requires the \\"Host groups: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter over host group fields"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of host group IDs to return (1-5000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the host group query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"name.asc\\" or \\"modified_timestamp.desc\\""}},"hostedApiKey":"none"},"crowdstrike_query_indicators":{"id":"crowdstrike_query_indicators","name":"CrowdStrike Query Indicators","description":"Search custom CrowdStrike Falcon indicators of compromise (IOCs) with a Falcon Query Language filter and return their IDs (GET /iocs/queries/indicators/v1). Requires the \\"IOC Management: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter over IOC fields"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of IOC IDs to return (default 100). CrowdStrike publishes no maximum for this endpoint; Sim caps it at 500 to keep a single request bounded"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset. Mutually exclusive with the after cursor; use after beyond 10,000 IOCs."},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response. Mutually exclusive with offset."},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression. Supported fields include action, applied_globally, created_by, created_on, expiration, expired, modified_by, modified_on, severity_number, source, type, and value."}},"hostedApiKey":"none"},"crowdstrike_query_sensors":{"id":"crowdstrike_query_sensors","name":"CrowdStrike Query Sensors","description":"Search CrowdStrike Identity Protection sensors -- the domain controllers Falcon Identity Protection monitors, not Falcon endpoint sensors -- and return their device IDs (GET /identity-protection/queries/devices/v1). Sort uses the dot form, for example status.desc. Requires the \\"Identity Protection Entities: Read\\" API scope, a separate entitlement from Hosts and Alerts.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter for identity sensor search"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of sensor records to return"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the identity sensor query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression for identity sensor results"}},"hostedApiKey":"none"},"crowdstrike_query_vulnerabilities":{"id":"crowdstrike_query_vulnerabilities","name":"CrowdStrike Query Vulnerabilities","description":"Search CrowdStrike Falcon Spotlight vulnerabilities with a required Falcon Query Language filter and return their IDs (GET /spotlight/queries/vulnerabilities/v1). Requires the spotlight-vulnerabilities:read API scope, shown as \\"Vulnerabilities: Read\\" in the Falcon API client UI.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"Falcon Query Language filter (required by Spotlight). Filterable fields include status, aid, cid, last_seen_within, cve.id, cve.severity, cve.exprt_rating, cve.is_cisa_kev, cve.base_score, host_info.platform_name, host_info.groups, host_info.tags, host_info.internet_exposure, and suppression_info.is_suppressed."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of vulnerability IDs to return (1-400, default 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response. Spotlight does not support offset."},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"updated_timestamp|desc\\" or \\"closed_timestamp|asc\\""}},"hostedApiKey":"none"},"crowdstrike_update_alerts":{"id":"crowdstrike_update_alerts","name":"CrowdStrike Update Alerts","description":"Update CrowdStrike Falcon alerts by composite ID: change status, assign or unassign an analyst, add or remove tags, append a comment, or toggle visibility (PATCH /alerts/entities/alerts/v3). This modifies live alerts in the Falcon console. Requires the \\"Alerts: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"compositeIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike composite alert IDs to update"},"updateStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"New alert status: new, in_progress, reopened, or closed"},"assignToUuid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assign the alert to this Falcon user UUID"},"assignToUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assign the alert to this Falcon user ID, such as user@example.com"},"assignToName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assign the alert to this Falcon username, such as John Doe"},"unassign":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Clear the assigned user UUID, user ID, and username from the alert"},"appendComment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment to append to the alert in the Falcon console"},"addTag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag to add to the alert"},"removeTag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag to remove from the alert"},"removeTagsByPrefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Remove every tag on the alert that starts with this prefix"},"showInUi":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the alert is displayed in the Falcon console"},"actionParameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Raw JSON array of additional CrowdStrike action parameters, each shaped { \\"name\\": string, \\"value\\": string }"},"includeHidden":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include previously hidden alerts (CrowdStrike defaults this to true)"}},"hostedApiKey":"none"},"crowdstrike_update_indicators":{"id":"crowdstrike_update_indicators","name":"CrowdStrike Update Indicators","description":"Update custom CrowdStrike Falcon indicators of compromise by ID (PATCH /iocs/entities/indicators/v1). DESTRUCTIVE: omitted fields may be cleared, so read each indicator with crowdstrike_get_indicator_details first and resend its full field set with your edits applied. Changing action or scope changes prevention behavior fleet-wide. type and value are immutable. Requires the \\"IOC Management: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"indicators":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of indicators to update. Each entry requires id, and should also repeat every field it wants to keep: an updatable field the entry omits may be cleared. Updatable fields: action, severity, description, source, tags (array), platforms (array), applied_globally (boolean), host_groups (array), expiration (ISO 8601), mobile_action, metadata ({ filename }). type and value cannot be changed."},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Audit comment explaining why these indicators were updated"},"retrodetects":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to generate retroactive detections for the updated indicators"},"ignoreWarnings":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to apply the updates even when CrowdStrike returns warnings"}},"hostedApiKey":"none"},"crunchbase_autocomplete":{"id":"crunchbase_autocomplete","name":"Crunchbase Autocomplete","description":"Suggest Crunchbase entities matching a typed query, returning the permalinks and UUIDs the lookup and search operations take.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text to autocomplete against, e.g. \\"airbnb\\""},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Collections to search, e.g. [\\"organizations\\",\\"people\\"]. One or more of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights. Which of them your key can read depends on your Crunchbase package. Defaults to every collection."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Suggestions to return, max 25 (default 10)"}},"hostedApiKey":"none"},"crunchbase_get_acquisition":{"id":"crunchbase_get_acquisition","name":"Crunchbase Get Acquisition","description":"Look up a single Crunchbase acquisition by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Acquisition permalink or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Acquisition fields to return, e.g. [\\"identifier\\",\\"acquiree_identifier\\",\\"acquirer_identifier\\",\\"price\\"]. Defaults to identifier, acquiree_identifier, acquirer_identifier, announced_on, completed_on, price, acquisition_type, status, terms, short_description, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"acquiree_organization\\",\\"acquirer_organization\\"]. Available: acquiree_organization, acquirer_organization, fields, press_references. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_get_entity":{"id":"crunchbase_get_entity","name":"Crunchbase Get Entity","description":"Look up a single entity in any Crunchbase collection — events, jobs, ipos, funds, investments, press references, insights, predictions, and more — by permalink or UUID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":true,"visibility":"user-or-llm","description":"Collection the entity belongs to. One of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights."},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity permalink or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Fields to return for the chosen collection, e.g. [\\"identifier\\",\\"short_description\\"]. Leave empty to accept the default projection the API returns; list the valid ids with the Get Fields Metadata operation."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include. The valid ids differ per collection, and a card returns at most 100 items — use the Get Entity Card operation to page past that."}},"hostedApiKey":"none"},"crunchbase_get_entity_card":{"id":"crunchbase_get_entity_card","name":"Crunchbase Get Entity Card","description":"Page through one related-entity card of a Crunchbase entity — an investor\'s investments, a company\'s founders, a round\'s investors — past the 100-item cap an inline card request returns.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":true,"visibility":"user-or-llm","description":"Collection the entity belongs to. One of: acquisitions, addresses, categories, category_groups, degrees, event_appearances, events, funding_rounds, funds, investments, ipos, jobs, market_insights, micro_categories, organizations, ownerships, people."},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity permalink or UUID"},"cardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Card to page through, e.g. \\"participated_investments\\" on a person, \\"founders\\" on an organization, or \\"investors\\" on a funding round. Valid ids differ per collection."},"cardFieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Fields to return on each card item, e.g. [\\"identifier\\",\\"announced_on\\",\\"money_raised\\"]. The identifier is always requested alongside these, because the next-page cursor is read from it."},"cardOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression for the card, e.g. \\"funding_round_money_raised desc\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Card items to return per page, 1-100"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last card item on the current page, to fetch the next page"},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first card item on the current page, to fetch the previous page"}},"hostedApiKey":"none"},"crunchbase_get_fields_metadata":{"id":"crunchbase_get_fields_metadata","name":"Crunchbase Get Fields Metadata","description":"List the field ids, types, and descriptions each Crunchbase collection publishes, which is how the field_ids and query predicates of the other operations are discovered.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Collections to describe, e.g. [\\"organizations\\",\\"people\\"]. One or more of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights. Which of them your key can read depends on your Crunchbase package. Defaults to every collection."}},"hostedApiKey":"none"},"crunchbase_get_funding_round":{"id":"crunchbase_get_funding_round","name":"Crunchbase Get Funding Round","description":"Look up a single Crunchbase funding round by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Funding round permalink (e.g. \\"tesla-motors-series-c--12345678\\") or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Funding round fields to return, e.g. [\\"identifier\\",\\"announced_on\\",\\"money_raised\\",\\"investor_identifiers\\"]. Defaults to identifier, announced_on, investment_type, investment_stage, money_raised, funded_organization_identifier, investor_identifiers, lead_investor_identifiers, num_investors, short_description, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"investors\\",\\"organization\\"]. Available: fields, investments, investors, lead_investors, organization, partners, press_references. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_get_organization":{"id":"crunchbase_get_organization","name":"Crunchbase Get Organization","description":"Look up a single Crunchbase organization by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization permalink (e.g. \\"tesla-motors\\") or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization fields to return, e.g. [\\"identifier\\",\\"name\\",\\"founded_on\\",\\"categories\\"]. Defaults to identifier, name, short_description, website_url, linkedin, location_identifiers, categories, founded_on, num_employees_enum, operating_status, rank_org, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"founders\\",\\"headquarters_address\\"]. Available on every license tier: child_organizations, child_ownerships, event_appearances, fields, founders, headquarters_address, parent_organization, parent_ownership. Richer packages add acquiree_acquisitions, acquirer_acquisitions, investors, ipos, jobs, participated_funding_rounds, participated_funds, participated_investments, press_references, raised_funding_rounds, raised_funds, raised_investments. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_get_person":{"id":"crunchbase_get_person","name":"Crunchbase Get Person","description":"Look up a single Crunchbase person by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person permalink (e.g. \\"elon-musk\\") or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Person fields to return, e.g. [\\"identifier\\",\\"name\\",\\"primary_job_title\\",\\"primary_organization\\"]. Defaults to identifier, name, first_name, last_name, primary_job_title, primary_organization, short_description, location_identifiers, linkedin, rank_person, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"jobs\\",\\"primary_organization\\"]. Available on every license tier: degrees, event_appearances, fields, founded_organizations, jobs, primary_job, primary_organization. Advanced Financials adds participated_funding_rounds, participated_funds, participated_investments, partner_funding_rounds, partner_investments, press_references. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_list_deleted_entities":{"id":"crunchbase_list_deleted_entities","name":"Crunchbase List Deleted Entities","description":"List entities Crunchbase has deleted, so a mirrored copy can be pruned in step with the source.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict the feed to a single collection: acquisitions, categories, event_appearances, events, funding_rounds, funds, investments, ipos, jobs, locations, organizations, ownerships, people, or press_references. Which of them your key can read depends on your Crunchbase package. Leave empty to read the feed across collections."},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Collections to include when reading the cross-collection feed, e.g. [\\"organizations\\",\\"people\\"]. One or more of: acquisitions, categories, event_appearances, events, funding_rounds, funds, investments, ipos, jobs, locations, organizations, ownerships, people, press_references. Ignored when a single collection is set."},"deletedAtOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by deletion time: \\"asc\\" (default) or \\"desc\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return per page, 1-25 (default 10)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last row on the current page, to fetch the next page"},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first row on the current page, to fetch the previous page"}},"hostedApiKey":"none"},"crunchbase_search_acquisitions":{"id":"crunchbase_search_acquisitions","name":"Crunchbase Search Acquisitions","description":"Search Crunchbase acquisitions with filter predicates on announced date, price, acquisition type, and the companies involved.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"announced_on\\",\\"operator_id\\":\\"gte\\",\\"values\\":[\\"2026-01-01\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Acquisition fields to return as columns, e.g. [\\"identifier\\",\\"acquiree_identifier\\",\\"acquirer_identifier\\",\\"price\\"]. Defaults to identifier, acquiree_identifier, acquirer_identifier, announced_on, completed_on, price, acquisition_type, status, terms, short_description, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"announced_on\\",\\"sort\\":\\"desc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_entities":{"id":"crunchbase_search_entities","name":"Crunchbase Search Entities","description":"Search any Crunchbase collection — events, jobs, ipos, funds, investments, press references, layoffs, insights, predictions, and more — with filter predicates.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":true,"visibility":"user-or-llm","description":"Collection to search. One of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights."},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates."},"fieldIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to return as columns for the chosen collection, e.g. [\\"identifier\\",\\"short_description\\"]. Required — the valid ids differ per collection; list them with the Get Fields Metadata operation."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"updated_at\\",\\"sort\\":\\"desc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_funding_rounds":{"id":"crunchbase_search_funding_rounds","name":"Crunchbase Search Funding Rounds","description":"Search Crunchbase funding rounds with filter predicates on announced date, investment type, amount raised, and investors.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"announced_on\\",\\"operator_id\\":\\"gte\\",\\"values\\":[\\"2026-01-01\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Funding round fields to return as columns, e.g. [\\"identifier\\",\\"announced_on\\",\\"money_raised\\",\\"investor_identifiers\\"]. Defaults to identifier, announced_on, investment_type, investment_stage, money_raised, funded_organization_identifier, investor_identifiers, lead_investor_identifiers, num_investors, short_description, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"announced_on\\",\\"sort\\":\\"desc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_organizations":{"id":"crunchbase_search_organizations","name":"Crunchbase Search Organizations","description":"Search Crunchbase companies, investors, and schools with filter predicates on funding, headcount, location, category, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"categories\\",\\"operator_id\\":\\"includes\\",\\"values\\":[\\"biotechnology\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization fields to return as columns, e.g. [\\"identifier\\",\\"name\\",\\"founded_on\\",\\"categories\\"]. Defaults to identifier, name, short_description, website_url, linkedin, location_identifiers, categories, founded_on, num_employees_enum, operating_status, rank_org, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"rank_org\\",\\"sort\\":\\"asc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_people":{"id":"crunchbase_search_people","name":"Crunchbase Search People","description":"Search Crunchbase people — founders, executives, and investors — with filter predicates on job title, organization, location, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"primary_job_title\\",\\"operator_id\\":\\"contains\\",\\"values\\":[\\"Founder\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Person fields to return as columns, e.g. [\\"identifier\\",\\"name\\",\\"primary_job_title\\",\\"primary_organization\\"]. Defaults to identifier, name, first_name, last_name, primary_job_title, primary_organization, short_description, location_identifiers, linkedin, rank_person, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"rank_person\\",\\"sort\\":\\"asc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"cursor_add_followup":{"id":"cursor_add_followup","name":"Cursor Add Follow-up","description":"Add a follow-up instruction to an existing cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"followupPromptText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The follow-up instruction text for the agent"},"promptImages":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of image objects with base64 data and dimensions (max 5)"}},"hostedApiKey":"none"},"cursor_add_followup_v2":{"id":"cursor_add_followup_v2","name":"Cursor Add Follow-up","description":"Add a follow-up instruction to an existing cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"followupPromptText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The follow-up instruction text for the agent"},"promptImages":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of image objects with base64 data and dimensions (max 5)"}},"hostedApiKey":"none"},"cursor_delete_agent":{"id":"cursor_delete_agent","name":"Cursor Delete Agent","description":"Permanently delete a cloud agent. This action cannot be undone.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_delete_agent_v2":{"id":"cursor_delete_agent_v2","name":"Cursor Delete Agent","description":"Permanently delete a cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_download_artifact":{"id":"cursor_download_artifact","name":"Cursor Download Artifact","description":"Download a generated artifact file from a cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Absolute path of the artifact to download (e.g., /src/index.ts)"}},"hostedApiKey":"none"},"cursor_download_artifact_v2":{"id":"cursor_download_artifact_v2","name":"Cursor Download Artifact","description":"Download a generated artifact file from a cloud agent. Returns the file for execution storage.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Absolute path of the artifact to download (e.g., /src/index.ts)"}},"hostedApiKey":"none"},"cursor_get_agent":{"id":"cursor_get_agent","name":"Cursor Get Agent","description":"Retrieve the current status and results of a cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_get_agent_v2":{"id":"cursor_get_agent_v2","name":"Cursor Get Agent","description":"Retrieve the current status and results of a cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_get_api_key_info":{"id":"cursor_get_api_key_info","name":"Cursor Get API Key Info","description":"Retrieve details about the API key currently in use.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}},"hostedApiKey":"none"},"cursor_get_api_key_info_v2":{"id":"cursor_get_api_key_info_v2","name":"Cursor Get API Key Info","description":"Retrieve details about the API key currently in use. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}},"hostedApiKey":"none"},"cursor_get_conversation":{"id":"cursor_get_conversation","name":"Cursor Get Conversation","description":"Retrieve the conversation history of a cloud agent, including all user prompts and assistant responses.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_get_conversation_v2":{"id":"cursor_get_conversation_v2","name":"Cursor Get Conversation","description":"Retrieve the conversation history of a cloud agent, including all user prompts and assistant responses. 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Range: \\"0s\\" or \\"5s\\" to \\"50s\\". 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Use this after Execute SQL when a query runs longer than the wait timeout.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"statementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the statement to fetch (returned by Execute SQL)"}},"hostedApiKey":"none"},"databricks_list_clusters":{"id":"databricks_list_clusters","name":"Databricks List Clusters","description":"List all clusters in a Databricks workspace including their state, configuration, and resource details.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"}},"hostedApiKey":"none"},"databricks_list_jobs":{"id":"databricks_list_jobs","name":"Databricks List Jobs","description":"List all jobs in a Databricks workspace with optional filtering by name.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of jobs to return (range 1-100, default 20)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter jobs by exact name (case-insensitive)"},"expandTasks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include task and cluster details in the response (max 100 elements)"}},"hostedApiKey":"none"},"databricks_list_runs":{"id":"databricks_list_runs","name":"Databricks List Runs","description":"List job runs in a Databricks workspace with optional filtering by job, status, and time range.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter runs by job ID. 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Use for deployment notifications, alerts, or any significant occurrences.","version":"1.0.0","params":{"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event title"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event body/description. 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The default incident type is used when omitted"},"isTest":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether this is a test incident"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of user-defined incident fields, e.g. {\\"severity\\": {\\"type\\": \\"dropdown\\", \\"value\\": \\"SEV-2\\"}}"},"notificationHandles":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated handles to notify on creation (e.g., \\"@slack-incidents,@user@example.com\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_create_monitor":{"id":"datadog_create_monitor","name":"Datadog Create Monitor","description":"Create a new monitor/alert in Datadog. Monitors can track metrics, service checks, events, and more.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor name"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor type: metric alert, service check, event alert, process alert, log alert, query alert, composite, synthetics alert, slo alert"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor query (e.g., \\"avg(last_5m):avg:system.cpu.idle{*} < 20\\", \\"logs(\\"status:error\\").index(\\"main\\").rollup(\\"count\\").last(\\"5m\\") > 100\\")"},"message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message to include with notifications. Can include @-mentions and markdown."},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Monitor priority (1-5, where 1 is highest)"},"options":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of monitor options (thresholds, notify_no_data, renotify_interval, etc.)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_create_slo":{"id":"datadog_create_slo","name":"Datadog Create SLO","description":"Create a service level objective from a metric query, monitors, or a time-slice condition.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the SLO (e.g., \\"Checkout API availability\\")"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"SLO type: \\"metric\\" (supply query) or \\"monitor\\" (supply monitorIds). Time-slice SLOs are not supported here because they need an SLI specification this tool does not send."},"thresholds":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of thresholds, e.g. [{\\"timeframe\\": \\"30d\\", \\"target\\": 99.9, \\"warning\\": 99.95}]"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the SLO"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"env:prod,team:core\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"For metric SLOs, JSON with numerator and denominator, e.g. {\\"numerator\\": \\"sum:requests{status:ok}.as_count()\\", \\"denominator\\": \\"sum:requests{*}.as_count()\\"}"},"monitorIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"For monitor SLOs, comma-separated monitor IDs (e.g., \\"123,456\\")"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"For monitor SLOs with a single monitor, comma-separated monitor groups (e.g., \\"env:prod,role:mysql\\")"},"targetThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Primary target threshold (e.g., 99.9)"},"warningThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Primary warning threshold, must be greater than the target (e.g., 99.95)"},"timeframe":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary timeframe: \\"7d\\", \\"30d\\", or \\"90d\\""},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_delete_dashboard":{"id":"datadog_delete_dashboard","name":"Datadog Delete Dashboard","description":"Delete a dashboard by ID.","version":"1.0.0","params":{"dashboardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the dashboard to delete"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_delete_slo":{"id":"datadog_delete_slo","name":"Datadog Delete SLO","description":"Permanently delete a service level objective. 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Requires the Incident Management `incident_read` permission; the Incidents API is in public beta.","version":"1.0.0","params":{"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the incident (e.g., \\"00000000-0000-0000-1234-000000000000\\")"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated related resources to include (e.g., \\"users\\", \\"attachments\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_monitor":{"id":"datadog_get_monitor","name":"Datadog Get Monitor","description":"Retrieve details of a specific monitor by ID.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to retrieve (e.g., \\"12345678\\")"},"groupStates":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated group states to include. Valid values are \\"all\\", \\"alert\\", \\"warn\\", and \\"no data\\" (e.g., \\"alert,warn\\")."},"withDowntimes":{"type":"boolean","required":false,"visibility":"user-only","description":"Include downtime data with the monitor"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_security_signal":{"id":"datadog_get_security_signal","name":"Datadog Get Security Signal","description":"Get the details of a single Cloud SIEM security signal. 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When supplied, the response includes the remaining error budget for a custom timeframe"},"applyCorrection":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to apply SLO corrections (defaults to true)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_synthetics_results":{"id":"datadog_get_synthetics_results","name":"Datadog Get Synthetic Test Results","description":"Get the latest result summaries (up to the last 150 runs) for a Synthetic API test.","version":"1.0.0","params":{"publicId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The public ID of the Synthetic API test"},"fromTs":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timestamp in milliseconds from which to start querying results"},"toTs":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timestamp in milliseconds up to which to query results"},"probeDc":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated locations to query results for (e.g., \\"aws:eu-west-3\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_synthetics_test":{"id":"datadog_get_synthetics_test","name":"Datadog Get Synthetic Test","description":"Get the configuration of a Synthetic test by public ID. 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Requires the `apm_service_catalog_read` permission.","version":"1.0.0","params":{"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of service definitions per page (default: 10, max: 100)"},"pageNumber":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page to retrieve, starting at zero"},"schemaVersion":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schema version to return (e.g., \\"v2\\", \\"v2.1\\", \\"v2.2\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_list_slos":{"id":"datadog_list_slos","name":"Datadog List SLOs","description":"List service level objectives, optionally filtered by IDs, name, tags, or underlying metrics query.","version":"1.0.0","params":{"ids":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SLO IDs to fetch (e.g., \\"id1,id2\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter results by SLO name (e.g., \\"checkout latency\\")"},"tagsQuery":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter results by a single SLO tag (e.g., \\"env:prod\\")"},"metricsQuery":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter results by SLO numerator and denominator (e.g., \\"aws.elb.request_count\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of SLOs to return (default: 1000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset of the first SLO returned (e.g., 0, 50)"},"isDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"Return only deleted SLOs"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_list_synthetics_tests":{"id":"datadog_list_synthetics_tests","name":"Datadog List Synthetic Tests","description":"List all Synthetic tests (API, browser, and mobile) with their current status.","version":"1.0.0","params":{"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tests returned per page (default: 100)"},"pageNumber":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page to retrieve, starting at zero"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_mute_monitor":{"id":"datadog_mute_monitor","name":"Datadog Mute Monitor","description":"Mute a monitor to temporarily suppress its notifications. Use Unmute Monitor to reverse it, or schedule a downtime instead when you want a planned, auditable maintenance window.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to mute (e.g., \\"12345678\\")"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope to mute (e.g., \\"host:myhost\\", \\"env:prod\\"). If not specified, mutes all scopes."},"end":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp in seconds when the mute should end (e.g., 1705323600). 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Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for events (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for events (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across event summary, description, location, attendees, and organizer"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving the next page of results"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events: startTime (chronological, the default) or updated (last-modified). startTime is always valid here because singleEvents is set."},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted events"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_move":{"id":"google_calendar_move","name":"Google Calendar Move Event","description":"Move an event to a different calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_move_v2":{"id":"google_calendar_move_v2","name":"Google Calendar Move Event","description":"Move an event to a different calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_quick_add":{"id":"google_calendar_quick_add","name":"Google Calendar Quick Add","description":"Create events from natural language text","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_quick_add_v2":{"id":"google_calendar_quick_add_v2","name":"Google Calendar Quick Add","description":"Create events from natural language text. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_share_calendar":{"id":"google_calendar_share_calendar","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar by creating an ACL rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_share_calendar_v2":{"id":"google_calendar_share_calendar_v2","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_unshare_calendar":{"id":"google_calendar_unshare_calendar","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_unshare_calendar_v2":{"id":"google_calendar_unshare_calendar_v2","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update":{"id":"google_calendar_update","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. Requires a timeZone for timed events."},"addGoogleMeet":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach a Google Meet video conference link to the event"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_acl":{"id":"google_calendar_update_acl","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_acl_v2":{"id":"google_calendar_update_acl_v2","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_calendar":{"id":"google_calendar_update_calendar","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata (title, description, location, time zone)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_calendar_v2":{"id":"google_calendar_update_calendar_v2","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_v2":{"id":"google_calendar_update_v2","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. Requires a timeZone for timed events."},"addGoogleMeet":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach a Google Meet video conference link to the event"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_contacts_create":{"id":"google_contacts_create","name":"Google Contacts Create","description":"Create a new contact in Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"givenName":{"type":"string","required":true,"visibility":"user-or-llm","description":"First name of the contact"},"familyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the contact"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the contact"},"emailType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email type: home, work, or other"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number of the contact"},"phoneType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone type: mobile, home, work, or other"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization/company name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title at the organization"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Notes or biography for the contact"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_delete":{"id":"google_contacts_delete","name":"Google Contacts Delete","description":"Delete a contact from Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"resourceName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resource name of the contact to delete (e.g., people/c1234567890)"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_get":{"id":"google_contacts_get","name":"Google Contacts Get","description":"Get a specific contact from Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"resourceName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resource name of the contact (e.g., people/c1234567890)"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_list":{"id":"google_contacts_list","name":"Google Contacts List","description":"List contacts from Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of contacts to return (1-1000, default 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous list request for pagination"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for contacts"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_search":{"id":"google_contacts_search","name":"Google Contacts Search","description":"Search contacts in Google Contacts by name, email, phone, or organization","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query to match against contact names, emails, phones, and organizations"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default 10, max 30)"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_update":{"id":"google_contacts_update","name":"Google Contacts Update","description":"Update an existing contact in Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"resourceName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resource name of the contact (e.g., people/c1234567890)"},"etag":{"type":"string","required":true,"visibility":"user-or-llm","description":"ETag from a previous get request (required for concurrency control)"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated first name"},"familyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated last name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated email address"},"emailType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email type: home, work, or other"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated phone number"},"phoneType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone type: mobile, home, work, or other"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated organization/company name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated job title"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated notes or biography"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_docs_create":{"id":"google_docs_create","name":"Create Google Docs Document","description":"Create a new Google Docs document","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the document to create"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content of the document to create"},"folderSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Drive folder ID to create the document in (e.g., 1ABCxyz...)"},"folderId":{"type":"string","required":false,"visibility":"hidden","description":"The ID of the folder to create the document in (internal use)"},"markdown":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, content is interpreted as Markdown and converted to formatted Google Docs content (headings, bold/italic, lists, tables, links, code blocks, blockquotes). Default: false (content inserted as plain text)."}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_create_named_range":{"id":"google_docs_create_named_range","name":"Create Named Range in Google Docs Document","description":"Create a named range over a span of content in a Google Docs document so it can be referenced or deleted later. The name may be 1-256 characters and need not be unique.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the document to update"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the range to create (1-256 characters)"},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start character index (the document body starts at index 1) of the range (inclusive)"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end character index of the range (exclusive)"}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_create_paragraph_bullets":{"id":"google_docs_create_paragraph_bullets","name":"Create Paragraph Bullets in Google Docs Document","description":"Add bulleted or numbered list formatting to the paragraphs overlapping a range of text in a Google Docs document, using a chosen bullet glyph preset.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the document to update"},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start character index (the document body starts at index 1) of the range to bullet (inclusive)"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end character index of the range to bullet (exclusive)"},"bulletPreset":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bullet glyph preset to apply. Defaults to BULLET_DISC_CIRCLE_SQUARE. Examples: BULLET_DISC_CIRCLE_SQUARE, BULLET_CHECKBOX, NUMBERED_DECIMAL_ALPHA_ROMAN, NUMBERED_DECIMAL_NESTED."}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_delete_content_range":{"id":"google_docs_delete_content_range","name":"Delete Content Range in Google Docs Document","description":"Delete all content between a start and end character index in a Google Docs document. 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Use Get Spreadsheet to find sheet IDs."},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start row index (0-based, inclusive) of the rows to delete"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end row index (0-based, exclusive) of the rows to delete"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_delete_sheet_v2":{"id":"google_sheets_delete_sheet_v2","name":"Delete Sheet V2","description":"Delete a sheet/tab from a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The numeric ID of the sheet/tab to delete (not the sheet name). Use Get Spreadsheet to find sheet IDs."}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_delete_spreadsheet_v2":{"id":"google_sheets_delete_spreadsheet_v2","name":"Delete Spreadsheet V2","description":"Permanently delete a Google Sheets spreadsheet using the Google Drive API","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Google Sheets spreadsheet to delete"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_get_spreadsheet_v2":{"id":"google_sheets_get_spreadsheet_v2","name":"Get Spreadsheet Info V2","description":"Get metadata about a Google Sheets spreadsheet including title and sheet list","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"includeGridData":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include grid data (cell values). Defaults to false."}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_read":{"id":"google_sheets_read","name":"Read from Google Sheets","description":"Read data from a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet (found in the URL: docs.google.com/spreadsheets/d/{SPREADSHEET_ID}/edit)."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to read (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\"). Defaults to first sheet A1:Z1000 if not specified."}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_read_v2":{"id":"google_sheets_read_v2","name":"Read from Google Sheets V2","description":"Read data from a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to read from"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to read (e.g. \\"A1:D10\\"). Defaults to \\"A1:Z1000\\" if not specified."},"filterColumn":{"type":"string","required":false,"visibility":"user-or-llm","description":"Column name (from the header row) to filter on. Filtering is applied to the rows returned by the read range (the default is A1:Z1000), not the entire sheet. If not provided, no filtering is applied."},"filterValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Value to match against the filter column."},"filterMatchType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to match the filter value. Text: \\"contains\\", \\"not_contains\\", \\"exact\\", \\"not_equals\\", \\"starts_with\\", \\"ends_with\\". Numeric/ordering: \\"gt\\", \\"gte\\", \\"lt\\", \\"lte\\" (numeric when both values are numbers, otherwise lexicographic). Defaults to \\"contains\\"."}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_update":{"id":"google_sheets_update","name":"Update Google Sheets","description":"Update data in a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet to update"},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to update (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to update as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to update"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the updated values in the response"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_update_v2":{"id":"google_sheets_update_v2","name":"Update Google Sheets V2","description":"Update data in a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to update"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to update (e.g. \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to update as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to update"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the updated values in the response"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_write":{"id":"google_sheets_write","name":"Write to Google Sheets","description":"Write data to a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet"},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to write to (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_write_v2":{"id":"google_sheets_write_v2","name":"Write to Google Sheets V2","description":"Write data to a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to write to"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to write to (e.g. \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_slides_add_image":{"id":"google_slides_add_image","name":"Add Image to Google Slides","description":"Insert an image into a specific slide in a Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the image to"},"imageUrl":{"type":"string","required":true,"visibility":"user-or-llm","description":"The publicly accessible URL of the image (must be PNG, JPEG, or GIF, max 50MB)"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the image in points (default: 300)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the image in points (default: 200)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_add_slide":{"id":"google_slides_add_slide","name":"Add Slide to Google Slides","description":"Add a new slide to a Google Slides presentation with a specified layout","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"layout":{"type":"string","required":false,"visibility":"user-or-llm","description":"The predefined layout for the slide (BLANK, TITLE, TITLE_AND_BODY, TITLE_ONLY, SECTION_HEADER, etc.). Defaults to BLANK."},"insertionIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"The optional zero-based index indicating where to insert the slide. If not specified, the slide is added at the end."},"placeholderIdMappings":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of placeholder mappings to assign custom object IDs to placeholders. Format: [{\\"layoutPlaceholder\\":{\\"type\\":\\"TITLE\\"},\\"objectId\\":\\"custom_title_id\\"}]"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_batch_update":{"id":"google_slides_batch_update","name":"Batch Update Google Slides (Raw)","description":"Run a raw Slides API batchUpdate with a list of Request objects. Use this when the higher-level tools do not cover an operation, or to bundle multiple operations into a single atomic batch (all-or-nothing).","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"requests":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Slides API Request objects. Example: [{\\"replaceAllText\\":{\\"containsText\\":{\\"text\\":\\"{{title}}\\"},\\"replaceText\\":\\"Q3 Review\\"}}, {\\"updatePageProperties\\":{\\"objectId\\":\\"slide_1\\",\\"pageProperties\\":{\\"pageBackgroundFill\\":{\\"solidFill\\":{\\"color\\":{\\"rgbColor\\":{\\"red\\":0.043,\\"green\\":0.122,\\"blue\\":0.231}}}}},\\"fields\\":\\"pageBackgroundFill\\"}}]"},"writeControl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON WriteControl object for optimistic concurrency, e.g. {\\"requiredRevisionId\\":\\"...\\"}"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_copy_presentation":{"id":"google_slides_copy_presentation","name":"Copy Google Slides Presentation","description":"Copy a template presentation in Drive to a new file. Use this before merging data so the original template is never modified.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides / Drive API"},"sourcePresentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Drive file ID of the source/template presentation"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Title for the copy. Defaults to \\"Copy of <source title>\\"."},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Drive folder ID where the copy should be placed"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create":{"id":"google_slides_create","name":"Create Google Slides Presentation","description":"Create a new Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the presentation to create"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content to add to the first slide"},"folderSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Drive folder ID to create the presentation in (e.g., 1ABCxyz...)"},"folderId":{"type":"string","required":false,"visibility":"hidden","description":"The ID of the folder to create the presentation in (internal use)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_line":{"id":"google_slides_create_line","name":"Create Line in Google Slides","description":"Create a line or connector on a slide.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the line to"},"lineCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"STRAIGHT (default), BENT, or CURVED"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line width in points (default 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line height in points (default 0 — horizontal line)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_paragraph_bullets":{"id":"google_slides_create_paragraph_bullets","name":"Create Paragraph Bullets in Google Slides","description":"Convert paragraphs in a shape or table cell into a bulleted or numbered list using a Google Slides bullet preset.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the shape or table containing the text"},"rowIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based row index"},"columnIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based column index"},"rangeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Range to apply bullets to: ALL (default), FROM_START_INDEX, or FIXED_RANGE"},"startIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start index for FROM_START_INDEX or FIXED_RANGE"},"endIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"End index for FIXED_RANGE"},"bulletPreset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bullet preset (e.g. BULLET_DISC_CIRCLE_SQUARE, BULLET_ARROW_DIAMOND_DISC, NUMBERED_DIGIT_ALPHA_ROMAN, NUMBERED_DIGIT_ALPHA_ROMAN_PARENS, NUMBERED_DIGIT_NESTED). Defaults to BULLET_DISC_CIRCLE_SQUARE."}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_shape":{"id":"google_slides_create_shape","name":"Create Shape in Google Slides","description":"Create a shape (rectangle, ellipse, text box, arrow, etc.) on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the shape to"},"shapeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The type of shape to create. Common types: TEXT_BOX, RECTANGLE, ROUND_RECTANGLE, ELLIPSE, TRIANGLE, DIAMOND, STAR_5, ARROW_EAST, HEART, CLOUD"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the shape in points (default: 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the shape in points (default: 100)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_sheets_chart":{"id":"google_slides_create_sheets_chart","name":"Embed Google Sheets Chart in Slides","description":"Embed a chart from a Google Sheets spreadsheet onto a slide. LINKED charts can be refreshed; NOT_LINKED_IMAGE inserts a static image of the chart.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the chart to"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID containing the chart"},"chartId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Numeric chart ID within the spreadsheet"},"linkingMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"LINKED (default) or NOT_LINKED_IMAGE"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width in points (default 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height in points (default 300)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_table":{"id":"google_slides_create_table","name":"Create Table in Google Slides","description":"Create a new table on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation 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Each object has \\"to.id\\" (record ID) and \\"types\\" array with \\"associationCategory\\" (\\"HUBSPOT_DEFINED\\") and \\"associationTypeId\\" (202 = note→contact, 190 = note→company, 214 = note→deal)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_ticket":{"id":"hubspot_create_ticket","name":"Create Ticket in HubSpot","description":"Create a new ticket in HubSpot. Requires subject and hs_pipeline_stage properties","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Ticket properties as JSON object. Must include subject and hs_pipeline_stage (e.g., {\\"subject\\": \\"Support request\\", \\"hs_pipeline_stage\\": \\"1\\", \\"hs_ticket_priority\\": \\"HIGH\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the ticket as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_association":{"id":"hubspot_delete_association","name":"Delete Association in HubSpot","description":"Remove all associations between two HubSpot records","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"},"toObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the target record"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_company":{"id":"hubspot_delete_company","name":"Delete Company from HubSpot","description":"Archive a company in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the company to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_contact":{"id":"hubspot_delete_contact","name":"Delete Contact from HubSpot","description":"Archive a contact in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the contact to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_deal":{"id":"hubspot_delete_deal","name":"Delete Deal from HubSpot","description":"Archive a deal in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the deal to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_line_item":{"id":"hubspot_delete_line_item","name":"Delete Line Item from HubSpot","description":"Archive a line item in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the line item to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_ticket":{"id":"hubspot_delete_ticket","name":"Delete Ticket from HubSpot","description":"Archive a ticket in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the ticket to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_appointment":{"id":"hubspot_get_appointment","name":"Get Appointment from HubSpot","description":"Retrieve a single appointment by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"appointmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot appointment ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_appointment_name,hs_appointment_start\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_association_labels":{"id":"hubspot_get_association_labels","name":"Get Association Labels from HubSpot","description":"Retrieve the association types (category, typeId, label) defined between two HubSpot object types","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_cart":{"id":"hubspot_get_cart","name":"Get Cart from HubSpot","description":"Retrieve a single cart by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"cartId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot cart ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_company":{"id":"hubspot_get_company","name":"Get Company from HubSpot","description":"Retrieve a single company by ID or domain from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot company ID (numeric string) or domain to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"domain\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,domain,industry\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_contact":{"id":"hubspot_get_contact","name":"Get Contact from HubSpot","description":"Retrieve a single contact by ID or email from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot contact ID (numeric string) or email address to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"email\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"email,firstname,lastname,phone\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_deal":{"id":"hubspot_get_deal","name":"Get Deal from HubSpot","description":"Retrieve a single deal by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot deal ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"dealname,amount,dealstage\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_email":{"id":"hubspot_get_email","name":"Get Email from HubSpot","description":"Retrieve a single email engagement by ID from HubSpot (content requires the sales-email-read scope)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"emailId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot email engagement ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_email_subject,hs_email_text,hs_timestamp\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_line_item":{"id":"hubspot_get_line_item","name":"Get Line Item from HubSpot","description":"Retrieve a single line item by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot line item ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,quantity,price,amount\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"deals,quotes\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_list":{"id":"hubspot_get_list","name":"Get List from HubSpot","description":"Retrieve a single list by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot list ID to retrieve"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_list_memberships":{"id":"hubspot_get_list_memberships","name":"Get List Members from HubSpot","description":"Retrieve the record IDs that are members of a HubSpot list, ordered by record ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the list to read members from"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 250, default 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_marketing_event":{"id":"hubspot_get_marketing_event","name":"Get Marketing Event from HubSpot","description":"Retrieve a single marketing event by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot marketing event objectId to retrieve"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_note":{"id":"hubspot_get_note","name":"Get Note from HubSpot","description":"Retrieve a single note by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot note ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_note_body,hs_timestamp,hubspot_owner_id\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_properties":{"id":"hubspot_get_properties","name":"Get Properties from HubSpot","description":"Read property definitions and their enumeration (picklist) options for a HubSpot object type, e.g. the values for lifecyclestage or hs_lead_status on contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object type to read properties for (e.g., \\"contacts\\", \\"companies\\", \\"deals\\", \\"tickets\\", \\"line_items\\", \\"quotes\\")"},"propertyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal name of a single property to retrieve (e.g., \\"hs_lead_status\\"). Omit to return all properties for the object type"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to return only archived properties (default false)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_quote":{"id":"hubspot_get_quote","name":"Get Quote from HubSpot","description":"Retrieve a single quote by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"quoteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot quote ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_title,hs_expiration_date,hs_status\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"deals,line_items\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_ticket":{"id":"hubspot_get_ticket","name":"Get Ticket from HubSpot","description":"Retrieve a single ticket by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot ticket ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"subject,content,hs_ticket_priority\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_users":{"id":"hubspot_get_users","name":"Get Users from HubSpot","description":"Retrieve all users from HubSpot account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 10, max: 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot user property names to return (e.g., \\"hs_email,hs_given_name,hs_family_name\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_appointments":{"id":"hubspot_list_appointments","name":"List Appointments from HubSpot","description":"Retrieve all appointments from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_appointment_name,hs_appointment_start\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_associations":{"id":"hubspot_list_associations","name":"List Associations in HubSpot","description":"List records of one object type associated with a given record, e.g. all emails or notes logged on a contact","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target object type to list associations to (e.g., \\"emails\\", \\"notes\\", \\"deals\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of associated records per page (default 500)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page (from previous response)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_carts":{"id":"hubspot_list_carts","name":"List Carts from HubSpot","description":"Retrieve all carts from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_companies":{"id":"hubspot_list_companies","name":"List Companies from HubSpot","description":"Retrieve all companies from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,domain,industry\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_contacts":{"id":"hubspot_list_contacts","name":"List Contacts from HubSpot","description":"Retrieve all contacts from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"email,firstname,lastname,phone\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_deals":{"id":"hubspot_list_deals","name":"List Deals from HubSpot","description":"Retrieve all deals from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"dealname,amount,dealstage\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_emails":{"id":"hubspot_list_emails","name":"List Emails from HubSpot","description":"Retrieve all email engagements from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_email_subject,hs_email_text,hs_timestamp\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_line_items":{"id":"hubspot_list_line_items","name":"List Line Items from HubSpot","description":"Retrieve all line items from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous 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Leave empty to return all lists."},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return (default 20, max 500)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination offset for next page of results (use the offset value from previous response)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_marketing_events":{"id":"hubspot_list_marketing_events","name":"List Marketing Events from HubSpot","description":"Retrieve all marketing events from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 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This endpoint replaces the title, so always send it."},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"Status of the follow-up: \\"outstanding\\", \\"completed\\", or \\"not_doing\\". Deleting is not supported here."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the follow-up. Supports Markdown."},"assignee_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the user to assign this follow-up to"},"assignee_team_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the team to assign this follow-up to"},"follow_up_category_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the category for this follow-up"},"follow_up_priority_option_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the priority for this follow-up"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of labels (e.g., \\"bug,urgent\\")"}},"hostedApiKey":"none"},"incidentio_incident_alerts_list":{"id":"incidentio_incident_alerts_list","name":"List Incident Alerts","description":"List the connections between incidents and alerts in incident.io — which alerts triggered an incident, or which incident an alert was attached to","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return alerts attached to this incident (e.g., \\"01FDAG4SAP5TYPT98WGR2N7W91\\")"},"alert_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return connections for this alert (e.g., \\"01GW2G3V0S59R238FAHPDS1R66\\")"}},"hostedApiKey":"none"},"incidentio_incident_memberships_create":{"id":"incidentio_incident_memberships_create","name":"Grant Incident Membership","description":"Make a user a member of a private incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the private incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYD5H\\")"},"user_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to grant access to (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_memberships_revoke":{"id":"incidentio_incident_memberships_revoke","name":"Revoke Incident Membership","description":"Revoke a user\'s membership of a private incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the private incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYD5H\\")"},"user_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to revoke access from (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_participants_list":{"id":"incidentio_incident_participants_list","name":"List Incident Participants","description":"List the participants of an incident in incident.io, split into those actively helping and those just observing","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident to find participants of (e.g., \\"01FDAG4SAP5TYPT98WGR2N7W91\\")"}},"hostedApiKey":"none"},"incidentio_incident_roles_create":{"id":"incidentio_incident_roles_create","name":"Create Incident Role","description":"Create a new incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the incident role (e.g., \\"Incident Commander\\")"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the incident role"},"instructions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instructions for the incident role"},"shortform":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short form abbreviation for the role"}},"hostedApiKey":"none"},"incidentio_incident_roles_delete":{"id":"incidentio_incident_roles_delete","name":"Delete Incident Role","description":"Delete an incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_roles_list":{"id":"incidentio_incident_roles_list","name":"List Incident Roles","description":"List all incident roles in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_roles_show":{"id":"incidentio_incident_roles_show","name":"Show Incident Role","description":"Get details of a specific incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_roles_update":{"id":"incidentio_incident_roles_update","name":"Update Incident Role","description":"Update an existing incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the incident role (e.g., \\"Incident Commander\\")"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the incident role"},"instructions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instructions for the incident role"},"shortform":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short form abbreviation for the role"}},"hostedApiKey":"none"},"incidentio_incident_statuses_list":{"id":"incidentio_incident_statuses_list","name":"Incident.io Incident Statuses List","description":"List all incident statuses configured in your Incident.io workspace. Returns status details including id, name, description, and category.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_timestamps_list":{"id":"incidentio_incident_timestamps_list","name":"List Incident Timestamps","description":"List all incident timestamp definitions in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_timestamps_show":{"id":"incidentio_incident_timestamps_show","name":"Show Incident Timestamp","description":"Get details of a specific incident timestamp definition in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident timestamp (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_types_list":{"id":"incidentio_incident_types_list","name":"Incident.io Incident Types List","description":"List all incident types configured in your Incident.io workspace. Returns type details including id, name, description, and default flag.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_updates_list":{"id":"incidentio_incident_updates_list","name":"List Incident Updates","description":"List all updates for a specific incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the incident to get updates for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\"). If not provided, returns all updates"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incidents_create":{"id":"incidentio_incidents_create","name":"incident.io Incidents Create","description":"Create a new incident in incident.io. Requires idempotency_key, severity_id, and visibility. Optionally accepts name, summary, type, and status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"idempotency_key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier to prevent duplicate incident creation. Use a UUID or unique string."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Brief summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the severity level (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the incident type"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the initial incident status"},"visibility":{"type":"string","required":true,"visibility":"user-or-llm","description":"Visibility of the incident: \\"public\\" or \\"private\\" (required)"}},"hostedApiKey":"none"},"incidentio_incidents_list":{"id":"incidentio_incidents_list","name":"incident.io Incidents List","description":"List incidents from incident.io. Returns a list of incidents with their details including severity, status, and timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of incidents to return per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"sort_by":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for incidents: created_at_newest_first or created_at_oldest_first"},"filter_mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to combine filters: all or any"}},"hostedApiKey":"none"},"incidentio_incidents_show":{"id":"incidentio_incidents_show","name":"incident.io Incidents Show","description":"Retrieve detailed information about a specific incident from incident.io by its ID. Returns full incident details including custom fields and role assignments.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incidents_update":{"id":"incidentio_incidents_update","name":"incident.io Incidents Update","description":"Update an existing incident in incident.io. Can update name, summary, severity, status, or type.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated severity ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated status ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated incident type ID"},"notify_incident_channel":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to notify the incident channel about this update"}},"hostedApiKey":"none"},"incidentio_on_call_now":{"id":"incidentio_on_call_now","name":"Get Who Is On Call","description":"Get who is currently on call in incident.io, as one row per ongoing shift across every schedule (or a single schedule). Also returns the shifts that take over at the next changeover.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Limit the result to a single schedule by ID (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\"). Leave empty to return who is on call across every schedule."},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of schedules to scan per page when no schedule ID is given (e.g., 10, 25). Defaults to 25; upcoming shifts are only returned at 25 or lower."},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of schedules (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedule_entries_list":{"id":"incidentio_schedule_entries_list","name":"List Schedule Entries","description":"List all entries for a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to get entries for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"entry_window_start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"entry_window_end":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}},"hostedApiKey":"none"},"incidentio_schedule_overrides_create":{"id":"incidentio_schedule_overrides_create","name":"Create Schedule Override","description":"Create a new schedule override in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"rotation_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the rotation to override (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"layer_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the layer this override applies to"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_slack_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Slack ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"start_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override starts in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"end_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override ends in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}},"hostedApiKey":"none"},"incidentio_schedule_overrides_list":{"id":"incidentio_schedule_overrides_list","name":"List Schedule Overrides","description":"List the one-off overrides layered on top of a schedule in incident.io, such as someone covering a colleague’s shift","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to get overrides for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"rotation_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return overrides on this rotation"},"layer_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return overrides on this layer"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_create":{"id":"incidentio_schedules_create","name":"Create Schedule","description":"Create a new schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}},"hostedApiKey":"none"},"incidentio_schedules_delete":{"id":"incidentio_schedules_delete","name":"Delete Schedule","description":"Delete a schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_list":{"id":"incidentio_schedules_list","name":"List Schedules","description":"List all schedules in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_show":{"id":"incidentio_schedules_show","name":"Show Schedule","description":"Get details of a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_update":{"id":"incidentio_schedules_update","name":"Update Schedule","description":"Update an existing schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}},"hostedApiKey":"none"},"incidentio_severities_list":{"id":"incidentio_severities_list","name":"Incident.io Severities List","description":"List all severity levels configured in your Incident.io workspace. Returns severity details including id, name, description, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}},"hostedApiKey":"none"},"incidentio_teams_list":{"id":"incidentio_teams_list","name":"List Teams","description":"List all teams in the incident.io organisation, along with their members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_teams_show":{"id":"incidentio_teams_show","name":"Show Team","description":"Get a single team by ID from incident.io, along with its members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team to fetch (e.g., \\"01JPQA75EPNEES4479P16P4XAB\\")"}},"hostedApiKey":"none"},"incidentio_users_list":{"id":"incidentio_users_list","name":"Incident.io Users List","description":"List all users in your Incident.io workspace. Returns user details including id, name, email, and role.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (e.g., 10, 25, 50). 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Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}},"hostedApiKey":"none"},"intercom_create_contact_v2":{"id":"intercom_create_contact_v2","name":"Create Contact in Intercom","description":"Create a new contact in Intercom with email, external_id, or role. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'. Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}},"hostedApiKey":"none"},"intercom_create_event_v2":{"id":"intercom_create_event_v2","name":"Create Event in Intercom","description":"Track a custom event for a contact in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"event_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event (e.g., \\"order-completed\\"). Use past-tense verb-noun format for readability."},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the event occurred. Strongly recommended for uniqueness."},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your identifier for the user (external_id)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the user. Use only if your app uses email to uniquely identify users."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Intercom contact ID"},"metadata":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object with up to 10 metadata key-value pairs about the event (e.g., {\\"order_value\\": 99.99})"}},"hostedApiKey":"none"},"intercom_create_message":{"id":"intercom_create_message","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}},"hostedApiKey":"none"},"intercom_create_message_v2":{"id":"intercom_create_message_v2","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}},"hostedApiKey":"none"},"intercom_create_note_v2":{"id":"intercom_create_note_v2","name":"Create Note in Intercom","description":"Add a note to a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to add the note to"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content of the note"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin creating the note"}},"hostedApiKey":"none"},"intercom_create_tag_v2":{"id":"intercom_create_tag_v2","name":"Create Tag in Intercom","description":"Create a new tag or update an existing tag name","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the tag. Will create a new tag if not found, or update the name if id is provided."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of an existing tag to update. Omit to create a new tag."}},"hostedApiKey":"none"},"intercom_create_ticket":{"id":"intercom_create_ticket","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}},"hostedApiKey":"none"},"intercom_create_ticket_v2":{"id":"intercom_create_ticket_v2","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}},"hostedApiKey":"none"},"intercom_delete_contact":{"id":"intercom_delete_contact","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}},"hostedApiKey":"none"},"intercom_delete_contact_v2":{"id":"intercom_delete_contact_v2","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}},"hostedApiKey":"none"},"intercom_detach_contact_from_company_v2":{"id":"intercom_detach_contact_from_company_v2","name":"Detach Contact from Company in Intercom","description":"Remove a contact from a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to detach from the company"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the company to detach the contact from"}},"hostedApiKey":"none"},"intercom_get_company":{"id":"intercom_get_company","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_company_v2":{"id":"intercom_get_company_v2","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_contact":{"id":"intercom_get_contact","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_contact_v2":{"id":"intercom_get_contact_v2","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_conversation":{"id":"intercom_get_conversation","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}},"hostedApiKey":"none"},"intercom_get_conversation_v2":{"id":"intercom_get_conversation_v2","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}},"hostedApiKey":"none"},"intercom_get_ticket":{"id":"intercom_get_ticket","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_ticket_v2":{"id":"intercom_get_ticket_v2","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}},"hostedApiKey":"none"},"intercom_list_admins_v2":{"id":"intercom_list_admins_v2","name":"List Admins from Intercom","description":"Fetch a list of all admins for the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}},"hostedApiKey":"none"},"intercom_list_companies":{"id":"intercom_list_companies","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}},"hostedApiKey":"none"},"intercom_list_companies_v2":{"id":"intercom_list_companies_v2","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}},"hostedApiKey":"none"},"intercom_list_contacts":{"id":"intercom_list_contacts","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}},"hostedApiKey":"none"},"intercom_list_contacts_v2":{"id":"intercom_list_contacts_v2","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}},"hostedApiKey":"none"},"intercom_list_conversations":{"id":"intercom_list_conversations","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}},"hostedApiKey":"none"},"intercom_list_conversations_v2":{"id":"intercom_list_conversations_v2","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}},"hostedApiKey":"none"},"intercom_list_tags_v2":{"id":"intercom_list_tags_v2","name":"List Tags from Intercom","description":"Fetch a list of all tags in the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}},"hostedApiKey":"none"},"intercom_open_conversation_v2":{"id":"intercom_open_conversation_v2","name":"Open Conversation in Intercom","description":"Open a closed or snoozed conversation in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to open"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"}},"hostedApiKey":"none"},"intercom_reply_conversation":{"id":"intercom_reply_conversation","name":"Reply to Conversation in Intercom","description":"Reply to a conversation as an admin in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to reply to"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"comment\\" or \\"note\\""},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text body of the reply"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin authoring the reply. If not provided, a default admin (Operator/Fin) will be used."},"attachment_urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of image URLs (max 10)"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the reply was created. If not provided, current time is used."}},"hostedApiKey":"none"},"intercom_reply_conversation_v2":{"id":"intercom_reply_conversation_v2","name":"Reply to Conversation in Intercom","description":"Reply to a conversation as an admin in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to reply to"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"comment\\" or \\"note\\""},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text body of the reply"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin authoring the reply. If not provided, a default admin (Operator/Fin) will be used."},"attachment_urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of image URLs (max 10)"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the reply was created. 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Use -1 for infinite"},"bisectBatchOnFunctionError":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Split a failing batch in two and retry each half"},"tumblingWindowInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration of a processing window for stream aggregation (0-900)"},"maximumConcurrency":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum concurrent function invocations from an SQS event source (2-1000)"},"topics":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Kafka topic names to consume"},"queues":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Amazon MQ broker destination queue names"},"functionResponseTypes":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Set to ReportBatchItemFailures to enable partial batch reporting Pass [] to remove all of them on an update."},"filterPatterns":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Event filter patterns, each a JSON string, that decide which records reach the function. Pass [] to remove all filters on an update."},"onSuccessDestination":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the destination that receives successfully processed records"},"onFailureDestination":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the destination that receives discarded records"},"kmsKeyArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the KMS customer managed key used to encrypt filter criteria"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the event source mapping, as a flat key/value JSON object"},"sourceAccessConfigurations":{"type":"json","required":false,"visibility":"user-or-llm","description":"Authentication for an Amazon MQ or self-managed Kafka source, as a JSON array of objects with \\"type\\" (e.g. BASIC_AUTH, SASL_SCRAM_512_AUTH, VPC_SUBNET) and \\"uri\\" (the Secrets Manager or VPC resource ARN). Pass [] to remove all of them on an update."},"documentDbDatabaseName":{"type":"string","required":false,"visibility":"user-or-llm","description":"DocumentDB database to consume the change stream from"},"documentDbCollectionName":{"type":"string","required":false,"visibility":"user-or-llm","description":"DocumentDB collection to consume. Omit to consume the whole database"},"documentDbFullDocument":{"type":"string","required":false,"visibility":"user-or-llm","description":"UpdateLookup sends the full document on update, Default sends only the change delta"},"amazonManagedKafkaConsumerGroupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Consumer group ID to join on an Amazon MSK cluster"},"selfManagedKafkaConsumerGroupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Consumer group ID to join on a self-managed Kafka cluster"},"selfManagedKafkaBootstrapServers":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Bootstrap servers of a self-managed Kafka cluster (host:port). Required instead of eventSourceArn for self-managed Kafka"}},"hostedApiKey":"none"},"lambda_create_function":{"id":"lambda_create_function","name":"Lambda Create Function","description":"Create a Lambda function from a deployment package in Amazon S3 or a container image","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the function\'s execution role"},"runtime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Runtime identifier such as nodejs22.x or python3.13. Required for .zip packages, omit for container images"},"handler":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entry point in your code, such as index.handler. Required for .zip packages"},"packageType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Zip for a .zip file archive (default) or Image for a container image"},"s3Bucket":{"type":"string","required":false,"visibility":"user-or-llm","description":"Amazon S3 bucket holding the deployment package, in the same region as the function"},"s3Key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Amazon S3 key of the .zip package"},"s3ObjectVersion":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version of the Amazon S3 object to use"},"imageUri":{"type":"string","required":false,"visibility":"user-or-llm","description":"Amazon ECR URI of the container image to deploy"},"sourceKmsKeyArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the KMS customer managed key that encrypts the function\'s .zip deployment package"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the function"},"functionTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds Lambda allows the function to run before stopping it (1-900). Named functionTimeout because the shared tool executor reserves `timeout` for its own request deadline"},"memorySize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory available to the function at runtime in MB (128-32768)"},"ephemeralStorageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Size of the /tmp directory in MB (512-10240)"},"publish":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Publish the first version of the function atomically with creation"},"environment":{"type":"json","required":false,"visibility":"user-or-llm","description":"Environment variables as a flat key/value JSON object"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the function, as a flat key/value JSON object"},"architectures":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Instruction set architecture: exactly one of x86_64 or arm64"},"layers":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"ARNs of layer versions to add to the function execution environment Pass [] to remove all of them on an update."},"vpcSubnetIds":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"VPC subnet IDs the function should attach to Pass [] to remove all of them on an update."},"vpcSecurityGroupIds":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"VPC security group IDs the function should use Pass [] to remove all of them on an update."},"tracingMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"X-Ray tracing mode: Active samples and traces requests, PassThrough only traces sampled requests"},"deadLetterTargetArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of an SQS queue or SNS topic that receives failed asynchronous invocations"},"kmsKeyArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the KMS customer managed key used to encrypt environment variables and snapshots"},"snapStartApplyOn":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to PublishedVersions to snapshot the initialized environment when a version is published"},"logFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Format the function sends CloudWatch logs in"},"logGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"CloudWatch log group the function sends logs to"}},"hostedApiKey":"none"},"lambda_create_function_url_config":{"id":"lambda_create_function_url_config","name":"Lambda Create Function URL","description":"Create a dedicated HTTPS endpoint for a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"authType":{"type":"string","required":true,"visibility":"user-or-llm","description":"AWS_IAM requires signed requests, NONE allows public unauthenticated access"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"},"invokeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"BUFFERED returns the whole response at once, RESPONSE_STREAM streams it"},"corsAllowCredentials":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the function URL sends the Access-Control-Allow-Credentials header"},"corsAllowOrigins":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Origins allowed to call the function URL, or * for any"},"corsAllowMethods":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"HTTP methods allowed when calling the function URL, or * for any"},"corsAllowHeaders":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Headers browsers may send in a cross-origin request"},"corsExposeHeaders":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Response headers browsers may access from the response"},"corsMaxAge":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds a browser may cache the CORS preflight result (0-86400)"}},"hostedApiKey":"none"},"lambda_delete_alias":{"id":"lambda_delete_alias","name":"Lambda Delete Alias","description":"Delete a Lambda function alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"aliasName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the alias"}},"hostedApiKey":"none"},"lambda_delete_event_source_mapping":{"id":"lambda_delete_event_source_mapping","name":"Lambda Delete Event Source Mapping","description":"Delete an event source mapping","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"uuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the event source mapping"}},"hostedApiKey":"none"},"lambda_delete_function":{"id":"lambda_delete_function","name":"Lambda Delete Function","description":"Delete a Lambda function, or a single published version of it","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number to delete. Omit to delete the whole function including all versions and aliases"}},"hostedApiKey":"none"},"lambda_delete_function_concurrency":{"id":"lambda_delete_function_concurrency","name":"Lambda Delete Function Concurrency","description":"Remove the reserved concurrency configuration from a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"}},"hostedApiKey":"none"},"lambda_delete_function_event_invoke_config":{"id":"lambda_delete_function_event_invoke_config","name":"Lambda Delete Async Invoke Config","description":"Remove the asynchronous invocation configuration of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_delete_function_url_config":{"id":"lambda_delete_function_url_config","name":"Lambda Delete Function URL","description":"Delete the URL configuration of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_delete_provisioned_concurrency_config":{"id":"lambda_delete_provisioned_concurrency_config","name":"Lambda Delete Provisioned Concurrency","description":"Remove the provisioned concurrency configuration from a function version or alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version number or alias name the configuration applies to"}},"hostedApiKey":"none"},"lambda_get_account_settings":{"id":"lambda_get_account_settings","name":"Lambda Get Account Settings","description":"Get the Lambda limits and usage of the current AWS account and region","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"}},"hostedApiKey":"none"},"lambda_get_alias":{"id":"lambda_get_alias","name":"Lambda Get Alias","description":"Get details about a Lambda function alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"aliasName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the alias"}},"hostedApiKey":"none"},"lambda_get_event_source_mapping":{"id":"lambda_get_event_source_mapping","name":"Lambda Get Event Source Mapping","description":"Get details about an event source mapping","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"uuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the event source mapping"}},"hostedApiKey":"none"},"lambda_get_function":{"id":"lambda_get_function","name":"Lambda Get Function","description":"Get a function\'s configuration, code location, tags, and reserved concurrency","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_function_concurrency":{"id":"lambda_get_function_concurrency","name":"Lambda Get Function Concurrency","description":"Get the reserved concurrency configured for a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"}},"hostedApiKey":"none"},"lambda_get_function_configuration":{"id":"lambda_get_function_configuration","name":"Lambda Get Function Configuration","description":"Get a function\'s version-specific configuration","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_function_event_invoke_config":{"id":"lambda_get_function_event_invoke_config","name":"Lambda Get Async Invoke Config","description":"Get the asynchronous invocation retry and destination settings of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_function_recursion_config":{"id":"lambda_get_function_recursion_config","name":"Lambda Get Recursion Config","description":"Get the recursive loop detection setting of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"}},"hostedApiKey":"none"},"lambda_get_function_url_config":{"id":"lambda_get_function_url_config","name":"Lambda Get Function URL","description":"Get details about a function URL","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_layer_version":{"id":"lambda_get_layer_version","name":"Lambda Get Layer Version","description":"Get details and a download link for a specific layer version","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"layerName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the layer"},"versionNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Version number of the layer"}},"hostedApiKey":"none"},"lambda_get_policy":{"id":"lambda_get_policy","name":"Lambda Get Policy","description":"Get the resource-based IAM policy attached to a function, version, or alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_provisioned_concurrency_config":{"id":"lambda_get_provisioned_concurrency_config","name":"Lambda Get Provisioned Concurrency","description":"Get the provisioned concurrency configuration of a function version or alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version number or alias name the configuration applies to"}},"hostedApiKey":"none"},"lambda_get_runtime_management_config":{"id":"lambda_get_runtime_management_config","name":"Lambda Get Runtime Management Config","description":"Get the runtime update policy of a function version","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_invoke":{"id":"lambda_invoke","name":"Lambda Invoke Function","description":"Invoke a Lambda function synchronously or asynchronously and return its response","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"payload":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON event payload passed to the function handler"},"invocationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"RequestResponse waits for the result, Event queues the invocation, DryRun only validates permissions"},"logType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to Tail to return the last 4 KB of the execution log"},"clientContext":{"type":"string","required":false,"visibility":"user-or-llm","description":"Base64-encoded JSON passed to the function in the client context object (max 3,583 bytes)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. 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version"},"revisionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Update the resource only if its current revision ID matches this value"}},"hostedApiKey":"none"},"lambda_put_function_concurrency":{"id":"lambda_put_function_concurrency","name":"Lambda Set Function Concurrency","description":"Reserve a share of the account concurrency limit for a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"reservedConcurrentExecutions":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of simultaneous executions to reserve for this function"}},"hostedApiKey":"none"},"lambda_put_function_event_invoke_config":{"id":"lambda_put_function_event_invoke_config","name":"Lambda Set Async Invoke Config","description":"Configure retry limits and destinations for asynchronous invocations of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. 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Required when updateRuntimeOn is Manual"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_remove_permission":{"id":"lambda_remove_permission","name":"Lambda Remove Permission","description":"Remove a statement from a function\'s resource-based policy","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"statementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the policy statement to remove"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. 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Use -1 for infinite"},"maximumRetryAttempts":{"type":"number","required":false,"visibility":"user-or-llm","description":"Retries before a record is discarded. Use -1 for infinite"},"bisectBatchOnFunctionError":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Split a failing batch in two and retry each half"},"tumblingWindowInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration of a processing window for stream aggregation (0-900)"},"maximumConcurrency":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum concurrent function invocations from an SQS event source (2-1000)"},"functionResponseTypes":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Set to ReportBatchItemFailures to enable partial batch reporting Pass [] to remove all of them on an update."},"filterPatterns":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Event filter patterns, each a JSON string, that decide which records reach the function. 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If a memory with this conversationId already exists, the new message will be appended to it."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role for agent memory (user, assistant, or system)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content for agent memory"}},"hostedApiKey":"none"},"memory_delete":{"id":"memory_delete","name":"Delete Memory","description":"Delete memories by conversationId.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Deletes all memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}},"hostedApiKey":"none"},"memory_get":{"id":"memory_get","name":"Get Memory","description":"Retrieve memory by conversationId. Returns matching memories.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Returns memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}},"hostedApiKey":"none"},"memory_get_all":{"id":"memory_get_all","name":"Get All Memories","description":"Retrieve all memories from the database","version":"1.0.0","params":{},"hostedApiKey":"none"},"microsoft_ad_add_directory_role_member":{"id":"microsoft_ad_add_directory_role_member","name":"Add Microsoft Entra ID Directory Role Member","description":"Grant a user an administrator role in Microsoft Entra ID. This is a privileged change that expands what the user can do across the tenant.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"directoryRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the directory role. Use List Directory Roles to find it."},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the user to grant the role to"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_add_group_member":{"id":"microsoft_ad_add_group_member","name":"Add Azure AD Group Member","description":"Add a member to a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to add"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_add_user_app_role_assignment":{"id":"microsoft_ad_add_user_app_role_assignment","name":"Grant Microsoft Entra ID App Role To User","description":"Grant a user an application role on a service principal, giving them access to that application","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID or user principal name of the user to grant the app role to. A user principal name is resolved to its object ID before the grant."},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the resource service principal that defines the app role. Use List Service Principals to find it."},"appRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the app role to grant. Use the all-zero GUID 00000000-0000-0000-0000-000000000000 to assign access without a specific role."}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_assign_license":{"id":"microsoft_ad_assign_license","name":"Assign Microsoft Entra ID License","description":"Add or remove subscription licenses (SKUs) on a user in Microsoft Entra ID. Removing a license immediately revokes the access it granted to the associated services.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name to change licenses for"},"addSkuIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SKU IDs (GUIDs) of the licenses to assign. Leave empty to only remove licenses."},"removeSkuIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SKU IDs (GUIDs) of the licenses to remove. Leave empty to only add licenses."},"disabledPlanIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated service plan IDs (GUIDs) to disable on every license being assigned"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_create_group":{"id":"microsoft_ad_create_group","name":"Create Azure AD Group","description":"Create a new group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the group"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the group (ASCII only, max 64 characters)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group description"},"mailEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether mail is enabled (true for Microsoft 365 groups)"},"securityEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether security is enabled (true for security groups)"},"groupTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group type: \\"Unified\\" for Microsoft 365 group, leave empty for security group"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group visibility: \\"Private\\" or \\"Public\\" (can be changed later), or \\"HiddenMembership\\" (Microsoft 365 groups only; can only be set at creation and never changed afterward)"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_create_user":{"id":"microsoft_ad_create_user","name":"Create Azure AD User","description":"Create a new user in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the user"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the user"},"userPrincipalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"User principal name (e.g., \\"user@example.com\\")"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Initial password for the user"},"accountEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether the account is enabled"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"surname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"officeLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Office location"},"mobilePhone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_delete_group":{"id":"microsoft_ad_delete_group","name":"Delete Azure AD Group","description":"Delete a group from Azure AD (Microsoft Entra ID). Microsoft 365 and security groups can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_delete_user":{"id":"microsoft_ad_delete_user","name":"Delete Azure AD User","description":"Delete a user from Azure AD (Microsoft Entra ID). The user is moved to a temporary container and can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_conditional_access_policy":{"id":"microsoft_ad_get_conditional_access_policy","name":"Get Microsoft Entra ID Conditional Access Policy","description":"Get a single conditional access policy by ID, including the conditions it matches and the controls it enforces. Read-only.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"policyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conditional access policy ID"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_device":{"id":"microsoft_ad_get_device","name":"Get Microsoft Entra ID Device","description":"Get a registered device by its object ID from Microsoft Entra ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"deviceObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device object ID (the \\"id\\" field), not the \\"deviceId\\" registration identifier"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_group":{"id":"microsoft_ad_get_group","name":"Get Azure AD Group","description":"Get a group by ID from Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_user":{"id":"microsoft_ad_get_user","name":"Get Azure AD User","description":"Get a user by ID or user principal name from Azure AD","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name (e.g., \\"user@example.com\\")"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_authentication_methods":{"id":"microsoft_ad_list_authentication_methods","name":"List Microsoft Entra ID Authentication Methods","description":"List the authentication methods a user has registered, such as passwords, phone numbers, FIDO2 keys, and authenticator apps","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_conditional_access_policies":{"id":"microsoft_ad_list_conditional_access_policies","name":"List Microsoft Entra ID Conditional Access Policies","description":"List the conditional access policies configured in the tenant, including their state and the conditions and controls they enforce. Read-only.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of policies to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Example: \\"state eq \'enabled\'\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_devices":{"id":"microsoft_ad_list_devices","name":"List Microsoft Entra ID Devices","description":"List the devices registered in Microsoft Entra ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of devices to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Example: \\"accountEnabled eq false\\" or \\"operatingSystem eq \'Windows\'\\"."},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string matched against the device display name"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_directory_audits":{"id":"microsoft_ad_list_directory_audits","name":"List Microsoft Entra ID Directory Audits","description":"List directory audit records showing who changed what in Microsoft Entra ID, such as user creation, group membership changes, and role assignments","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of audit records to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Filterable fields include activityDateTime, activityDisplayName, correlationId, loggedByService, initiatedBy and targetResources. Example: \\"activityDateTime ge 2024-01-01T00:00:00Z\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_directory_role_members":{"id":"microsoft_ad_list_directory_role_members","name":"List Microsoft Entra ID Directory Role Members","description":"List the principals holding an administrator role. Returns up to 1000 members; this endpoint does not support paging.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"directoryRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the directory role. Use List Directory Roles to find it."}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_directory_roles":{"id":"microsoft_ad_list_directory_roles","name":"List Microsoft Entra ID Directory Roles","description":"List the administrator roles that are activated in the tenant, such as Global Administrator and User Administrator. Roles that have never been activated are not returned.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_group_members":{"id":"microsoft_ad_list_group_members","name":"List Azure AD Group Members","description":"List members of a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group ID. Not needed when Next Page is provided to fetch a later page."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of members to return (default 100, max 999)"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_groups":{"id":"microsoft_ad_list_groups","name":"List Azure AD Groups","description":"List groups in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of groups to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"securityEnabled eq true\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter groups by displayName or description"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_service_principal_app_role_assignments":{"id":"microsoft_ad_list_service_principal_app_role_assignments","name":"List Microsoft Entra ID Application Assignments","description":"List every user, group, and service principal assigned to an application, by reading the app role assignments on its service principal. Recently granted or removed assignments can take time to appear.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"servicePrincipalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Object ID of the service principal. Use List Service Principals to find it. Not needed when Next Page is provided to fetch a later page."},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression supporting eq and startswith. Example: \\"principalType eq \'User\'\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_service_principals":{"id":"microsoft_ad_list_service_principals","name":"List Microsoft Entra ID Service Principals","description":"List the enterprise applications and service principals in the tenant, including the app roles each one exposes","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of service principals to return (default and maximum page size is 100)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Example: \\"servicePrincipalType eq \'Application\'\\" or \\"startsWith(displayName, \'Salesforce\')\\"."},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string matched against the service principal display name"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_sign_ins":{"id":"microsoft_ad_list_sign_ins","name":"List Microsoft Entra ID Sign-Ins","description":"List sign-in events from the Microsoft Entra ID sign-in logs, newest first. Requires a Microsoft Entra ID P1 or P2 license. Apply a date filter to keep large queries from timing out.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of sign-ins to return (default and maximum page size is 1000)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Filterable fields include userPrincipalName, userId, appId, appDisplayName, ipAddress, createdDateTime, conditionalAccessStatus, riskState and status/errorCode. Example: \\"createdDateTime ge 2024-01-01T00:00:00Z and status/errorCode ne 0\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_subscribed_skus":{"id":"microsoft_ad_list_subscribed_skus","name":"List Microsoft Entra ID Subscribed SKUs","description":"List the subscription SKUs the tenant owns, including how many license units are prepaid and how many are consumed","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_user_app_role_assignments":{"id":"microsoft_ad_list_user_app_role_assignments","name":"List Microsoft Entra ID User App Role Assignments","description":"List the application role assignments granted to a user, including assignments the user inherits from groups they are a direct member of","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID or user principal name. Not needed when Next Page is provided to fetch a later page."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of assignments to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Filterable fields include id, resourceId and principalDisplayName. Example: \\"resourceId eq 8e881353-1735-45af-af21-ee1344582a4d\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_user_devices":{"id":"microsoft_ad_list_user_devices","name":"List Microsoft Entra ID User Devices","description":"List the devices a user has registered or owns. Devices the caller cannot read are returned with only their ID and the remaining fields null.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID or user principal name. Not needed when Next Page is provided to fetch a later page."},"deviceRelationship":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which devices to list: \\"registered\\" for devices the user registered, or \\"owned\\" for devices the user owns. Defaults to \\"registered\\"."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of devices to return"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_user_licenses":{"id":"microsoft_ad_list_user_licenses","name":"List Microsoft Entra ID User Licenses","description":"List the subscription licenses assigned to a user in Microsoft Entra ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_users":{"id":"microsoft_ad_list_users","name":"List Azure AD Users","description":"List users in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"department eq \'Sales\'\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter users by displayName or mail"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_remove_directory_role_member":{"id":"microsoft_ad_remove_directory_role_member","name":"Remove Microsoft Entra ID Directory Role Member","description":"Revoke an administrator role from a user in Microsoft Entra ID. Removes only the role membership; the user account itself is not deleted.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"directoryRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the directory role. Use List Directory Roles to find it."},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the user to remove the role from"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_remove_group_member":{"id":"microsoft_ad_remove_group_member","name":"Remove Azure AD Group Member","description":"Remove a member from a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to remove"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_remove_user_app_role_assignment":{"id":"microsoft_ad_remove_user_app_role_assignment","name":"Revoke Microsoft Entra ID App Role From User","description":"Revoke an application role assignment from a user, removing their access to that application. 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Cannot be run against your own account.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name whose password should be reset"},"newPassword":{"type":"string","required":false,"visibility":"user-only","description":"The new password. Required for tenants with hybrid password scenarios. Leave empty for a cloud-only password to have Microsoft generate and return one."}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_revoke_sign_in_sessions":{"id":"microsoft_ad_revoke_sign_in_sessions","name":"Revoke Microsoft Entra ID Sign-In Sessions","description":"Invalidate every refresh token and session cookie issued to a user, forcing them to sign in again on all applications and devices. 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For collection-valued navigation properties, provide the target record ID. For single-valued navigation properties, only the navigation property name is needed.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source entity set name (e.g., accounts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source record GUID"},"navigationProperty":{"type":"string","required":true,"visibility":"user-or-llm","description":"Navigation property name (e.g., contact_customer_accounts for collection-valued, or parentcustomerid_account for single-valued)"},"targetRecordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target record GUID (required for collection-valued navigation properties, omit for single-valued)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_download_file":{"id":"microsoft_dataverse_download_file","name":"Download File from Microsoft Dataverse","description":"Download a file from a file or image column on a Dataverse record. 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Actions perform operations with side effects (e.g., Merge, GrantAccess, SendEmail, QualifyLead). For bound actions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action name (e.g., Merge, GrantAccess, SendEmail). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound actions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound actions (e.g., accounts). Leave empty for unbound actions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound actions. Leave empty for unbound or collection-bound actions."},"parameters":{"type":"object","required":false,"visibility":"user-or-llm","description":"Action parameters as a JSON object. For entity references, include @odata.type annotation (e.g., {\\"Target\\": {\\"@odata.type\\": \\"Microsoft.Dynamics.CRM.account\\", \\"accountid\\": \\"...\\"}})"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_execute_function":{"id":"microsoft_dataverse_execute_function","name":"Execute Microsoft Dataverse Function","description":"Execute a bound or unbound Dataverse function. Functions are read-only operations (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount, InitializeFrom). For bound functions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound functions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound functions (e.g., systemusers). Leave empty for unbound functions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound functions. Leave empty for unbound functions."},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Function parameters for the URL. Simple values can be inlined (e.g., \\"LocalizedStandardName=\'Pacific Standard Time\',LocaleId=1033\\"), but values with reserved characters (/ < > * % & : \\\\ ? +) must use parameter aliases: put the alias assignment in parentheses and the alias-to-value bindings after a \\"?\\", e.g. \\"LocalizedStandardName=@p1,LocaleId=@p2?@p1=\'Pacific Standard Time\'&@p2=1033\\". Do not include the enclosing parentheses yourself."}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_fetchxml_query":{"id":"microsoft_dataverse_fetchxml_query","name":"FetchXML Query Microsoft Dataverse","description":"Execute a FetchXML query against a Microsoft Dataverse table. FetchXML supports aggregation, grouping, linked-entity joins, and complex filtering beyond OData capabilities.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"fetchXml":{"type":"string","required":true,"visibility":"user-or-llm","description":"FetchXML query string. Must include <fetch> root element and <entity> child element matching the table logical name."}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_get_entity_metadata":{"id":"microsoft_dataverse_get_entity_metadata","name":"Get Microsoft Dataverse Table Metadata","description":"Retrieve table (entity) and column (attribute) definitions for a Microsoft Dataverse table by its singular logical name. Use this to look up the correct entity set name and column logical names before building record data for other operations.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Singular table logical name to look up (e.g., account, contact)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated table metadata properties to return (OData $select, e.g., LogicalName,DisplayName,EntitySetName,PrimaryIdAttribute)"},"includeAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to also return the column (attribute) definitions for the table"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_get_record":{"id":"microsoft_dataverse_get_record","name":"Get Microsoft Dataverse Record","description":"Retrieve a single record from a Microsoft Dataverse table by its ID. 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Supports OData query options for filtering, selecting columns, ordering, and pagination.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of columns to return (OData $select)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., statecode eq 0)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression (e.g., name asc, createdon desc)"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (OData $top)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Navigation properties to expand (OData $expand)"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to include total record count in response (OData $count)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_search":{"id":"microsoft_dataverse_search","name":"Search Microsoft Dataverse","description":"Perform a full-text relevance search across Microsoft Dataverse tables. Requires Dataverse Search to be enabled on the environment. Supports simple and Lucene query syntax.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"searchTerm":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search text (1-100 chars). Supports simple syntax: + (AND), | (OR), - (NOT), * (wildcard), \\"exact phrase\\""},"entities":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of search entity configs. 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Each record must include its primary key. Only include columns that need to be changed. Recommended batch size: 100-1000 records.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table logical name for @odata.type annotation (e.g., account, contact). Used to set Microsoft.Dynamics.CRM.{entityLogicalName} on each record."},"records":{"type":"object","required":true,"visibility":"user-or-llm","description":"Array of record objects to update. 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Only send the columns you want to change.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier (GUID) of the record to update"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Record data to update as a JSON object with column names as keys"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_upload_file":{"id":"microsoft_dataverse_upload_file","name":"Upload File to Microsoft Dataverse","description":"Upload a file to a file or image column on a Dataverse record. Supports single-request upload for files up to 128 MB. 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Required for SharePoint files. If omitted, uses personal OneDrive."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The range of cells to write to (e.g., \\"Sheet1!A1:B2\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g., [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects"},"valueInputOption":{"type":"string","required":false,"visibility":"user-only","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_excel_write_v2":{"id":"microsoft_excel_write_v2","name":"Write to Microsoft Excel V2","description":"Write data to a specific sheet in a Microsoft Excel spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook to write to (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to write to (e.g., \\"Sheet1\\", \\"Sales Data\\")"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to write to (e.g., \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_planner_create_bucket":{"id":"microsoft_planner_create_bucket","name":"Create Microsoft Planner Bucket","description":"Create a new bucket in a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan where the bucket will be created (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"name":{"type":"string","required":true,"visibility":"user-only","description":"The name of the bucket"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_create_plan":{"id":"microsoft_planner_create_plan","name":"Create Microsoft Planner Plan","description":"Create a new Microsoft Planner plan owned by a Microsoft 365 group","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Microsoft 365 group that will own the plan (e.g., \\"ebf3b108-5234-4e22-b93d-656d7dae5874\\"). The current user must be a member of this group."},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the plan"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_create_task":{"id":"microsoft_planner_create_task","name":"Create Microsoft Planner Task","description":"Create a new task in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan where the task will be created (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the task (e.g., \\"Review quarterly report\\")"},"dueDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"The due date and time for the task in ISO 8601 format (e.g., \\"2025-03-15T17:00:00Z\\")"},"startDateTime":{"type":"string","required":false,"visibility":"user-only","description":"The start date and time for the task in ISO 8601 format (e.g., \\"2025-03-10T09:00:00Z\\")"},"priority":{"type":"number","required":false,"visibility":"user-only","description":"The priority of the task (0-10, where 0 is urgent and 10 is low)"},"percentComplete":{"type":"number","required":false,"visibility":"user-only","description":"The percentage of task completion (0-100)"},"assigneeUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID to assign the task to (e.g., \\"e82f74c3-4d8a-4b5c-9f1e-2a6b8c9d0e3f\\")"},"bucketId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bucket ID to place the task in (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"appliedCategories":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated category labels to apply to the task, e.g. \\"category1,category3\\" (up to category1-category25, plan-defined color labels)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_delete_bucket":{"id":"microsoft_planner_delete_bucket","name":"Delete Microsoft Planner Bucket","description":"Delete a bucket from Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to delete (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the bucket to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_delete_plan":{"id":"microsoft_planner_delete_plan","name":"Delete Microsoft Planner Plan","description":"Delete a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to delete (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_delete_task":{"id":"microsoft_planner_delete_task","name":"Delete Microsoft Planner Task","description":"Delete a task from Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task to delete (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_get_plan_details":{"id":"microsoft_planner_get_plan_details","name":"Get Microsoft Planner Plan Details","description":"Get detailed information about a plan including category descriptions and sharing","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_get_task_details":{"id":"microsoft_planner_get_task_details","name":"Get Microsoft Planner Task Details","description":"Get detailed information about a task including checklist and references","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_list_buckets":{"id":"microsoft_planner_list_buckets","name":"List Microsoft Planner Buckets","description":"List all buckets in a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_list_plans":{"id":"microsoft_planner_list_plans","name":"List Microsoft Planner Plans","description":"List all plans shared with the current user","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_read_bucket":{"id":"microsoft_planner_read_bucket","name":"Read Microsoft Planner Bucket","description":"Get details of a specific bucket","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to retrieve (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_read_plan":{"id":"microsoft_planner_read_plan","name":"Read Microsoft Planner Plan","description":"Get details of a specific Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to retrieve (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_read_task":{"id":"microsoft_planner_read_task","name":"Read Microsoft Planner Tasks","description":"Read tasks from Microsoft Planner - get all user tasks or all tasks from a specific plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the plan to get tasks from, if not provided gets all user tasks (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the task to get (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_bucket":{"id":"microsoft_planner_update_bucket","name":"Update Microsoft Planner Bucket","description":"Update a bucket in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to update (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"name":{"type":"string","required":false,"visibility":"user-only","description":"The new name of the bucket"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the bucket to update (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_plan":{"id":"microsoft_planner_update_plan","name":"Update Microsoft Planner Plan","description":"Rename a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to update (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan to update (If-Match header)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new title of the plan"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_plan_details":{"id":"microsoft_planner_update_plan_details","name":"Update Microsoft Planner Plan Details","description":"Update a plan\'s category (color label) descriptions and shared-with user list in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan details to update (If-Match header)"},"categoryDescriptions":{"type":"object","required":false,"visibility":"user-only","description":"Category label names as a JSON object, e.g. {\\"category1\\": \\"Blocked\\", \\"category2\\": \\"At Risk\\"}. Set a value to null to clear a label."},"sharedWith":{"type":"object","required":false,"visibility":"user-only","description":"User IDs to share the plan with as a JSON object, e.g. {\\"<user-id>\\": true}. Set a value to false to unshare."}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_task":{"id":"microsoft_planner_update_task","name":"Update Microsoft Planner Task","description":"Update a task in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task to update (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to update (If-Match header)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new title of the task (e.g., \\"Review quarterly report\\")"},"bucketId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bucket ID to move the task to (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"dueDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"The due date and time for the task in ISO 8601 format (e.g., \\"2025-03-15T17:00:00Z\\")"},"startDateTime":{"type":"string","required":false,"visibility":"user-only","description":"The start date and time for the task (ISO 8601 format)"},"percentComplete":{"type":"number","required":false,"visibility":"user-only","description":"The percentage of task completion (0-100)"},"priority":{"type":"number","required":false,"visibility":"user-only","description":"The priority of the task (0-10)"},"assigneeUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID to assign the task to (e.g., \\"e82f74c3-4d8a-4b5c-9f1e-2a6b8c9d0e3f\\")"},"appliedCategories":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated category labels to apply to the task, e.g. \\"category1,category3\\" (up to category1-category25, plan-defined color labels)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_task_details":{"id":"microsoft_planner_update_task_details","name":"Update Microsoft Planner Task Details","description":"Update task details including description, checklist items, and references in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task details to update (If-Match header)"},"description":{"type":"string","required":false,"visibility":"user-only","description":"The description of the task"},"checklist":{"type":"object","required":false,"visibility":"user-only","description":"Checklist items as a JSON object"},"references":{"type":"object","required":false,"visibility":"user-only","description":"References as a JSON object"},"previewType":{"type":"string","required":false,"visibility":"user-only","description":"Preview type: automatic, noPreview, checklist, description, or reference"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_teams_delete_channel_message":{"id":"microsoft_teams_delete_channel_message","name":"Delete Microsoft Teams Channel Message","description":"Soft delete a message in a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings or channel info)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel containing the message (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_delete_chat_message":{"id":"microsoft_teams_delete_chat_message","name":"Delete Microsoft Teams Chat Message","description":"Soft delete a message in a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat containing the message (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_get_message":{"id":"microsoft_teams_get_message","name":"Get Microsoft Teams Message","description":"Get a specific message from a Microsoft Teams chat or channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID)"},"channelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the channel for channel messages (e.g., \\"19:abc123def456@thread.tacv2\\")"},"chatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the chat for chat messages (e.g., \\"19:abc123def456@thread.v2\\")"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to retrieve (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_channel_members":{"id":"microsoft_teams_list_channel_members","name":"List Microsoft Teams Channel Members","description":"List all members of a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_channels":{"id":"microsoft_teams_list_channels","name":"List Microsoft Teams Channels","description":"List all channels in a Microsoft Teams team","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_chat_members":{"id":"microsoft_teams_list_chat_members","name":"List Microsoft Teams Chat Members","description":"List all members of a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_chats":{"id":"microsoft_teams_list_chats","name":"List Microsoft Teams Chats","description":"List the Microsoft Teams chats the current user is part of","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_team_members":{"id":"microsoft_teams_list_team_members","name":"List Microsoft Teams Team Members","description":"List all members of a Microsoft Teams team","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_teams":{"id":"microsoft_teams_list_teams","name":"List Microsoft Teams","description":"List the Microsoft Teams the current user is a direct member of","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_read_channel":{"id":"microsoft_teams_read_channel","name":"Read Microsoft Teams Channel","description":"Read content from a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team to read from (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel to read from (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-only","description":"Download and include message attachments (hosted contents) into storage"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_read_chat":{"id":"microsoft_teams_read_chat","name":"Read Microsoft Teams Chat","description":"Read content from a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat to read from (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-only","description":"Download and include message attachments (hosted contents) into storage"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_reply_to_message":{"id":"microsoft_teams_reply_to_message","name":"Reply to Microsoft Teams Channel Message","description":"Reply to an existing message in a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings or channel info)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to reply to (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The reply content (plain text or HTML formatted message)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_set_reaction":{"id":"microsoft_teams_set_reaction","name":"Add Reaction to Microsoft Teams Message","description":"Add an emoji reaction to a message in Microsoft Teams","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID)"},"channelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the channel for channel messages (e.g., \\"19:abc123def456@thread.tacv2\\")"},"chatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the chat for chat messages (e.g., \\"19:abc123def456@thread.v2\\")"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to react to (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"reactionType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The emoji reaction (e.g., ❤️, 👍, 😊)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_unset_reaction":{"id":"microsoft_teams_unset_reaction","name":"Remove Reaction from Microsoft Teams Message","description":"Remove an emoji reaction from a message in Microsoft Teams","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - 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If omitted, the drive root is used."},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive to list from. Required for SharePoint. If omitted, uses the personal OneDrive."},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to request from Microsoft Graph (1-200, default 50)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s nextPageToken, used to fetch the next page"}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"microsoft_word_read":{"id":"microsoft_word_read","name":"Read Microsoft Word Document","description":"Read the text content of a Microsoft Word (.docx) document stored in OneDrive or SharePoint.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Graph API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The drive item ID of the Word document to read"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the document. Required for SharePoint. If omitted, uses the personal OneDrive."}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"microsoft_word_replace_text":{"id":"microsoft_word_replace_text","name":"Replace Text in Microsoft Word Document","description":"Find and replace text throughout a Microsoft Word (.docx) document, including its headers and footers. Use this to fill placeholders in a template document. Fails rather than overwriting if someone else changed the document while the edit was in flight.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Graph API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The drive item ID of the Word document to edit"},"findText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The literal text to find (e.g., \\"{{customer_name}}\\"). Matched as plain text, not a pattern, and never across a paragraph break."},"replaceText":{"type":"string","required":false,"visibility":"user-or-llm","description":"The text to substitute for each match. Omit to delete the matched text."},"matchCase":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether matching is case-sensitive. Defaults to false."},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the document. Required for SharePoint. If omitted, uses the personal OneDrive."}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"microsoft_word_update":{"id":"microsoft_word_update","name":"Update Microsoft Word Document","description":"Replace the entire contents of an existing Microsoft Word (.docx) document with new text. The previous content and its formatting are discarded — use Append to add to a document instead.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Graph API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The drive item ID of the Word document to replace"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new text content of the document. Markdown headings (# ## ###), bullets (- item), and inline **bold** / *italic* are converted to Word formatting; every other line becomes a paragraph."},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the document. Required for SharePoint. If omitted, uses the personal OneDrive."}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"millionverifier_get_credits":{"id":"millionverifier_get_credits","name":"MillionVerifier Get Credits","description":"Retrieve the remaining verification credits for the authenticated account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"MillionVerifier API Key"}},"hostedApiKey":"none"},"millionverifier_verify_email":{"id":"millionverifier_verify_email","name":"MillionVerifier Verify Email","description":"Verify the deliverability of an email address. 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Overrides Message when provided."},"fp":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fingerprint identifier for tracking conversation sessions (default \\"anonymous\\")"},"threadId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread ID from a previous response, to continue the same conversation"},"retrievalPageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of documentation search results used to generate the response"},"currentPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"Path of the page the user is currently viewing, for more relevant answers (max 200 characters)"},"version":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter retrieval by documentation version"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter retrieval by content language"},"groups":{"type":"json","required":false,"visibility":"user-or-llm","description":"Group identifiers to filter retrieval by, as a JSON array of strings"},"assistantContext":{"type":"json","required":false,"visibility":"user-or-llm","description":"Contextual snippets for the assistant, as a JSON array of objects with type (\\"code\\" or \\"textSelection\\"), value, and optional path and elementId"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mintlify assistant API key (starts with mint_dsc_)"}},"hostedApiKey":"none"},"mintlify_detect_ai_prose":{"id":"mintlify_detect_ai_prose","name":"Mintlify Detect AI-Sounding Prose","description":"Analyze a documentation page for AI-generated prose and return flagged passages with suggested human rewrites. 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GPT Image models: auto, 1024x1024, 1536x1024, or 1024x1536. gpt-image-2 also supports 2560x1440 and 3840x2160."},"quality":{"type":"string","required":false,"visibility":"user-or-llm","description":"Quality. dall-e-3: standard|hd. GPT Image models: auto|low|medium|high"},"style":{"type":"string","required":false,"visibility":"user-or-llm","description":"The style of the image (vivid or natural), only for dall-e-3"},"background":{"type":"string","required":false,"visibility":"user-or-llm","description":"Background for GPT Image models: auto|transparent|opaque"},"outputFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output image format (png, jpeg, webp), only for GPT Image models"},"moderation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Moderation level (auto or low), only for GPT Image models"},"n":{"type":"number","required":false,"visibility":"hidden","description":"Reserved for legacy callers. 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The join URL depends on the meeting providers the mailbox allows (Teams on work/school accounts); personal accounts have no supported provider, so onlineMeeting.joinUrl stays null there."}},"oauth":{"required":true,"provider":"outlook"},"hostedApiKey":"none"},"outlook_calendar_delete_event":{"id":"outlook_calendar_delete_event","name":"Outlook Delete Calendar Event","description":"Delete an Outlook calendar event by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to delete"}},"oauth":{"required":true,"provider":"outlook"},"hostedApiKey":"none"},"outlook_calendar_get_event":{"id":"outlook_calendar_get_event","name":"Outlook Get Calendar Event","description":"Get a single Outlook calendar event by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to retrieve"}},"oauth":{"required":true,"provider":"outlook"},"hostedApiKey":"none"},"outlook_calendar_list_events":{"id":"outlook_calendar_list_events","name":"Outlook List Calendar Events","description":"List Outlook calendar events within a start/end time window","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"calendarId":{"type":"string","required":false,"visibility":"user-only","description":"ID of the calendar to read. 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A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_company_similar_companies":{"id":"pitchbook_company_similar_companies","name":"PitchBook Similar Companies","description":"Retrieve companies PitchBook scores as similar to a given company, flagging which are direct competitors","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_social_analytics":{"id":"pitchbook_company_social_analytics","name":"PitchBook Company Social Analytics","description":"Retrieve web and social growth and size metrics for a company, with percentile ranks","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"compare":{"type":"string","required":false,"visibility":"user-or-llm","description":"Benchmark the signals against a peer set: SIMILAR_COMPANIES, INDUSTRY, VERTICALS, or ALL_COMPANIES"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_updates":{"id":"pitchbook_company_updates","name":"PitchBook Company Updates","description":"Check which company datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_vc_exit_predictions":{"id":"pitchbook_company_vc_exit_predictions","name":"PitchBook VC Exit Predictions","description":"Retrieve PitchBook machine-learning exit predictions for a VC-backed company. Requires at least two funding rounds in the past six years.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_contracts_history":{"id":"pitchbook_contracts_history","name":"PitchBook Contracts History","description":"Retrieve the API contracts on the account with their pricing model, term, and credit balances","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"activeContract":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set true for only active contracts, false for only past ones. Omit to return every contract."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_cost_of_calls":{"id":"pitchbook_cost_of_calls","name":"PitchBook Cost of Calls","description":"Retrieve the credit cost of every API endpoint under a given pricing model, for first-time and refresh calls","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pricingModel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pricing model to price against: SUBSCRIPTION or PAY_PER_CALL"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_history":{"id":"pitchbook_credit_history","name":"PitchBook Credit History","description":"Retrieve API credit usage and remaining balance per contract, for up to the last 90 days","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news":{"id":"pitchbook_credit_news","name":"PitchBook Credit News Article","description":"Retrieve one credit analysis article in full, including its body text, authors, topics, and the issuer, lender, and sponsor it covers","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Credit news article ID, e.g. 1312103. Article IDs come from a credit news search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news_bulk":{"id":"pitchbook_credit_news_bulk","name":"PitchBook Credit News Bulk","description":"Retrieve many credit analysis articles in full in a single call, reporting which IDs were found, missing, or duplicated","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"articleIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Credit news article IDs to fetch, e.g. [11041384, 2142401]","items":{"type":"number","description":"Credit news article ID"}},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news_most_recent":{"id":"pitchbook_credit_news_most_recent","name":"PitchBook Most Recent Credit News","description":"Retrieve the most recently published credit analysis articles and their descriptions, without article bodies","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1. Increment it to reach older articles."},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page, between 1 and 250. Defaults to 25."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news_search":{"id":"pitchbook_credit_news_search","name":"PitchBook Credit News Search","description":"Search PitchBook credit analysis news by author, region, asset class, topic, issuer, lender, sponsor, and date","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"authors":{"type":"string","required":false,"visibility":"user-or-llm","description":"Article author name. Separate multiple values with a comma."},"regions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Region the article covers: United States or Europe."},"assetClasses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Asset class the article covers. Separate multiple values with a comma."},"topics":{"type":"string","required":false,"visibility":"user-or-llm","description":"Topic the article covers. Separate multiple values with a comma."},"issuer":{"type":"string","required":false,"visibility":"user-or-llm","description":"Issuer name. Separate multiple values with a comma."},"lender":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lender name. Separate multiple values with a comma."},"sponsor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sponsor name. Separate multiple values with a comma."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Publication date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page, between 1 and 250. Defaults to 25."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_bio":{"id":"pitchbook_deal_bio","name":"PitchBook Deal Bio","description":"Retrieve the summary of a deal: company, date, size, status, type, and which detail datasets are available for it","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_cap_table_history":{"id":"pitchbook_deal_cap_table_history","name":"PitchBook Deal Cap Table History","description":"Retrieve the cap table as of a deal, one row per stock series with its terms and ownership","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_debt_lenders":{"id":"pitchbook_deal_debt_lenders","name":"PitchBook Deal Debt and Lenders","description":"Retrieve the debt raised in a deal and the lenders behind it, with rate, maturity, seniority, and covenant terms","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_detailed":{"id":"pitchbook_deal_detailed","name":"PitchBook Deal Detailed","description":"Retrieve the full detail of a deal: synopsis, percent acquired, round, invested capital, ownership, debt, and stock split","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_investors":{"id":"pitchbook_deal_investors","name":"PitchBook Deal Investors","description":"Retrieve the investors, sellers, and exiting investors on a deal, including who led it","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_multiples":{"id":"pitchbook_deal_multiples","name":"PitchBook Deal Multiples","description":"Retrieve the valuation multiples for a deal against revenue, EBITDA, EBIT, cash flow, and net income","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_search":{"id":"pitchbook_deal_search","name":"PitchBook Deal Search","description":"Search PitchBook for deals by company, investor, deal type, size, date, and valuation","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"companyNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated company names, PitchBook IDs, websites, or tickers"},"investorNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated investor names, PitchBook IDs, websites, or tickers"},"keywords":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keywords associated with the companies involved"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country of the companies involved (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook industry code of the companies involved"},"verticals":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook vertical code of the companies involved"},"dealType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook deal type code (e.g. evc for early-stage VC)"},"dealStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal status code, distinguishing completed, failed, and upcoming deals"},"dealSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal size in millions. Use >100, <100, or 10^100 for a range"},"dealDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"postValuation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Post-money valuation in millions. Use >100, <100, or 10^100 for a range"},"revenue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Revenue of the companies involved in millions. Use >100, <100, or 10^100 for a range"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_deal_service_providers":{"id":"pitchbook_deal_service_providers","name":"PitchBook Deal Service Providers","description":"Retrieve the service providers that worked on a deal and which party each represented","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_stock_info":{"id":"pitchbook_deal_stock_info","name":"PitchBook Deal Stock Info","description":"Retrieve the share terms of a deal: price per share, shares acquired, and the preference, dividend, and voting rights attached","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_tranche_info":{"id":"pitchbook_deal_tranche_info","name":"PitchBook Deal Tranche Info","description":"Retrieve the tranches a deal was funded in, with each tranche date, size, and investors","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_updates":{"id":"pitchbook_deal_updates","name":"PitchBook Deal Updates","description":"Check which deal datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_valuation":{"id":"pitchbook_deal_valuation","name":"PitchBook Deal Valuation","description":"Retrieve the pre-money and post-money valuation recorded for a deal","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_affiliates":{"id":"pitchbook_entity_affiliates","name":"PitchBook Entity Affiliates","description":"Retrieve the affiliated entities linked to an entity and how each is related","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_locations":{"id":"pitchbook_entity_locations","name":"PitchBook Entity Locations","description":"Retrieve the headquarters and every alternate office on record for an entity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_news":{"id":"pitchbook_entity_news","name":"PitchBook Entity News","description":"Retrieve recent news articles PitchBook has associated with an entity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Publication window, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many days back to pull news for (e.g. 20)"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_people":{"id":"pitchbook_entity_people","name":"PitchBook Entity People","description":"Retrieve the people at an entity: primary contact, current and former team, and current and former board members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_updates":{"id":"pitchbook_entity_updates","name":"PitchBook Entity Updates","description":"Check which entity datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_active_investments":{"id":"pitchbook_fund_active_investments","name":"PitchBook Fund Active Investments","description":"Retrieve only the portfolio positions a fund still holds","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_benchmark":{"id":"pitchbook_fund_benchmark","name":"PitchBook Fund Benchmark","description":"Retrieve the peer benchmark for a fund: benchmark IRR, DPI, TVPI, RVPI, and the funds it is drawn from","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_bio":{"id":"pitchbook_fund_bio","name":"PitchBook Fund Bio","description":"Retrieve the profile of a fund: managers, vintage, status, type, size, target, location, and team","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F and come from a fund search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_cash_flows":{"id":"pitchbook_fund_cash_flows","name":"PitchBook Fund Cash Flows","description":"Retrieve contributed, distributed, and remaining value for a fund as of a specific quarter","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"period":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reporting quarter to fetch, formatted as quarter then year, e.g. 4Q2018"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_commitments":{"id":"pitchbook_fund_commitments","name":"PitchBook Fund Commitments","description":"Retrieve the limited partners committed to a fund, with commitment date, size, status, and type","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F and come from a fund search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_investment_preferences":{"id":"pitchbook_fund_investment_preferences","name":"PitchBook Fund Investment Preferences","description":"Retrieve what a fund targets: check size, valuation, geography, industry, vertical, and deal type preferences","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_investments":{"id":"pitchbook_fund_investments","name":"PitchBook Fund Investments","description":"Retrieve every investment a fund has made, active and exited, with the deals that opened and closed each position","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_performance":{"id":"pitchbook_fund_performance","name":"PitchBook Fund Performance","description":"Retrieve the most recent reported returns for a fund: IRR, DPI, RVPI, TVPI, NAV, and benchmark quartile","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F and come from a fund search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_search":{"id":"pitchbook_fund_search","name":"PitchBook Fund Search","description":"Search PitchBook for funds by manager, type, size, vintage, and performance","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"fundNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fund names or PitchBook fund IDs"},"investorNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated names or PitchBook IDs of the fund managers"},"fundType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook fund type code"},"fundSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fund size in millions. Use >500, <500, or 1^5000 for a range"},"dryPowder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dry powder in millions. Use >500, <500, or 1^500 for a range"},"vintage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Vintage year. Use >2015, <2015, or 2015^2020 for a range"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the fund is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the fund is located in (e.g. USA)"},"irr":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal rate of return as a percentage. Use >20, <20, or 10^20 for a range"},"tvpi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Total value to paid-in multiple. Use >2, <2, or 1^2 for a range"},"dpi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Distributions to paid-in multiple. Use >1, <1, or 1^2 for a range"},"industryPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred industry codes the fund targets"},"geographicalPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred geography codes the fund targets"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_fund_team":{"id":"pitchbook_fund_team","name":"PitchBook Fund Team","description":"Retrieve the active and former people on a fund team","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_updates":{"id":"pitchbook_fund_updates","name":"PitchBook Fund Updates","description":"Check which fund datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_active_investments":{"id":"pitchbook_investor_active_investments","name":"PitchBook Investor Active Investments","description":"Retrieve only the positions an investor still holds","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_bio":{"id":"pitchbook_investor_bio","name":"PitchBook Investor Bio","description":"Retrieve the core profile of an investor: names, description, HQ, type, AUM, dry powder, and headcount","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_board_seats":{"id":"pitchbook_investor_board_seats","name":"PitchBook Investor Board Seats","description":"Retrieve the board seats an investor holds and previously held across its portfolio","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_deal_service_providers":{"id":"pitchbook_investor_deal_service_providers","name":"PitchBook Investor Deal Service Providers","description":"Retrieve the service providers that worked on an investor deals, and what each was hired for","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_funds":{"id":"pitchbook_investor_funds","name":"PitchBook Investor Funds","description":"Retrieve the funds an investor manages, with open and closed counts and the min, median, and max fund size","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_general_service_providers":{"id":"pitchbook_investor_general_service_providers","name":"PitchBook Investor General Service Providers","description":"Retrieve the current and former general service providers engaged by an investor","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_investments":{"id":"pitchbook_investor_investments","name":"PitchBook Investor Investments","description":"Retrieve every investment an investor has made, active and exited, with the deals that opened and closed each position","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_last_closed_fund":{"id":"pitchbook_investor_last_closed_fund","name":"PitchBook Investor Last Closed Fund","description":"Retrieve the most recently closed fund raised by an investor, with its size, type, and vintage","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_preferences":{"id":"pitchbook_investor_preferences","name":"PitchBook Investor Preferences","description":"Retrieve what an investor targets: check size, deal size, valuation, revenue, geography, industry, and deal type preferences","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_search":{"id":"pitchbook_investor_search","name":"PitchBook Investor Search","description":"Search PitchBook for investors by type, location, assets under management, fund profile, and deal activity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"investorNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated investor names, PitchBook IDs, websites, or tickers"},"investorType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook investor type code (e.g. LP_BI, LP_E)"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the investor is located in"},"stateProvince":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province the investor is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the investor is located in (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"aum":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assets under management in millions. Use >1000, <1000, or 100^1000 for a range"},"dryPowder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dry powder in millions. Use >500, <500, or 1^500 for a range"},"fundType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook fund type code of the investor funds"},"fundSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fund size in millions. Use >500, <500, or 1^500 for a range"},"dealType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook deal type code the investor has participated in"},"dealDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"dealSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal size in millions. Use >100, <100, or 10^100 for a range"},"preferredDealTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred deal type codes the investor targets"},"industryPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred industry codes the investor targets"},"geographicalPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred geography codes the investor targets"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_investor_updates":{"id":"pitchbook_investor_updates","name":"PitchBook Investor Updates","description":"Check which investor datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_actual_allocations":{"id":"pitchbook_limited_partner_actual_allocations","name":"PitchBook Limited Partner Actual Allocations","description":"Retrieve a limited partner reported asset allocation across cash, equities, fixed income, private equity, real estate, and alternatives","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_bio":{"id":"pitchbook_limited_partner_bio","name":"PitchBook Limited Partner Bio","description":"Retrieve the profile of a limited partner: names, description, type, assets under management, and staff","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50. Use a limited partner search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_commitment_aggregates":{"id":"pitchbook_limited_partner_commitment_aggregates","name":"PitchBook Limited Partner Commitment Aggregates","description":"Retrieve a limited partner commitments rolled up by fund type, both active and all-time","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_commitment_preferences":{"id":"pitchbook_limited_partner_commitment_preferences","name":"PitchBook Limited Partner Commitment Preferences","description":"Retrieve what a limited partner commits to: preferred commitment size, fund types, and geographies","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_commitments_detailed":{"id":"pitchbook_limited_partner_commitments_detailed","name":"PitchBook Limited Partner Commitments","description":"Retrieve every fund commitment a limited partner has made, with date, size, status, and the managers behind each fund","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_search":{"id":"pitchbook_limited_partner_search","name":"PitchBook Limited Partner Search","description":"Search PitchBook for limited partners by type, location, assets under management, and commitment activity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"limitedPartnerNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated limited partner names or PitchBook IDs"},"limitedPartnerType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook limited partner type code"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the limited partner is located in"},"stateProvince":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province the limited partner is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the limited partner is located in (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"aum":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assets under management in millions. Use >1000, <1000, or 100^1000 for a range"},"numberOfCommitments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of fund commitments. Use >1000, <1000, or 10^100 for a range"},"commitmentSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commitment size in millions. Use >100, <100, or 10^100 for a range"},"commitmentDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commitment date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"fundType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook fund type code the limited partner commits to"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_limited_partner_service_providers":{"id":"pitchbook_limited_partner_service_providers","name":"PitchBook Limited Partner Service Providers","description":"Retrieve the current and former service providers engaged by a limited partner","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_target_allocations":{"id":"pitchbook_limited_partner_target_allocations","name":"PitchBook Limited Partner Target Allocations","description":"Retrieve a limited partner target allocation ranges per asset class, in both value and percentage terms","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_updates":{"id":"pitchbook_limited_partner_updates","name":"PitchBook Limited Partner Updates","description":"Check which limited partner datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_lookup_table_structure":{"id":"pitchbook_lookup_table_structure","name":"PitchBook Lookup Table Structure","description":"List the lookup tables backing the search endpoints. Use this to find which table holds the codes a search filter expects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_lookup_tables":{"id":"pitchbook_lookup_tables","name":"PitchBook Lookup Tables","description":"Retrieve the codes in one or more lookup tables. These are the codes the search filters expect, such as INDUSTRY or VERTICAL.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"tableNames":{"type":"string","required":true,"visibility":"user-or-llm","description":"Lookup tables to return, e.g. INDUSTRY or VERTICAL. Separate multiple names with a comma. Use the lookup table structure operation to see what is available."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_patent_detailed":{"id":"pitchbook_patent_detailed","name":"PitchBook Patent Detail","description":"Retrieve the full record for a single patent: title, status, dates, assignees, inventors, citations, and claim counts","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Patent ID, e.g. EP-3167426-B1. Patent IDs come from a patent search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_patent_search":{"id":"pitchbook_patent_search","name":"PitchBook Patent Search","description":"Search the patents held by a company by status, filing and publication date, authority, and CPC classification","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Patent status: Active, Pending, or Inactive. Separate multiple values with a comma."},"publicationDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Publication date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range."},"firstFilingDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"First filing date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range."},"filingAuthorityLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filing authority location, e.g. EP or US. Separate multiple values with a comma."},"cpcSectionCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"CPC section code. Separate multiple values with a comma."},"cpcClassCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"CPC class code. Separate multiple values with a comma."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_people_search":{"id":"pitchbook_people_search","name":"PitchBook People Search","description":"Search PitchBook for people by name, employer, position, education, and location","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"personNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated person names or PitchBook person IDs"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the person"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the person"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the person"},"firmNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated firm names, PitchBook IDs, websites, or tickers the person is associated with"},"firmType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook firm type code of the associated firm"},"positionLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated position level codes (e.g. CEO, CFO, CIO)"},"positionTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Position title to match (e.g. Chief Executive Officer)"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department code the person works in"},"university":{"type":"string","required":false,"visibility":"user-or-llm","description":"University the person attended"},"biography":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keywords appearing in the person biography"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the person is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the person is located in (e.g. USA)"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook industry code of the associated firm"},"verticals":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook vertical code of the associated firm"},"primaryPositionOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only match the person primary position rather than any position they hold"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_person_bio":{"id":"pitchbook_person_bio","name":"PitchBook Person Bio","description":"Retrieve the profile of a person: name, biography, LinkedIn, primary employer, position, and office","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook person ID, e.g. 53503-66P. Person IDs end in P and come from a people search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_person_contact":{"id":"pitchbook_person_contact","name":"PitchBook Person Contact","description":"Retrieve the direct contact details on file for a person","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook person ID, e.g. 53503-66P. Person IDs end in P and come from a people search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_person_education_work":{"id":"pitchbook_person_education_work","name":"PitchBook Person Education and Work","description":"Retrieve a person full history: education, company roles, board seats, deal roles, and fund roles","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook person ID, e.g. 53503-66P. Person IDs end in P and come from a people search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_sandbox_entities":{"id":"pitchbook_sandbox_entities","name":"PitchBook Sandbox Entities","description":"List the entities a sandbox API key is allowed to query, so test workflows have real IDs to run against","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity type to list: COMPANIES, INVESTORS, LIMITED_PARTNERS, SERVICE_PROVIDERS, PEOPLE, DEALS, or FUNDS. The matching array on the response is named after it, so COMPANIES returns a companies array."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_search":{"id":"pitchbook_search","name":"PitchBook Search","description":"Search across every PitchBook entity type at once by name, PitchBook ID, website, or ticker. Use this to resolve a company, investor, or fund to its PitchBook ID before calling a profile operation.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"What to look up: an entity name, a PitchBook ID, a website, a ticker, or an exchange-qualified ticker. Names and websites match partially once the term is long enough; IDs and tickers match exactly."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"}},"hostedApiKey":"none"},"pitchbook_service_provider_bio":{"id":"pitchbook_service_provider_bio","name":"PitchBook Service Provider Bio","description":"Retrieve the profile of a service provider: names, types, description, and how many companies, deals, investors, funds, and limited partners it has serviced","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75. Use a service provider search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_service_provider_search":{"id":"pitchbook_service_provider_search","name":"PitchBook Service Provider Search","description":"Search PitchBook for service providers by type, location, and the deals they have worked on","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"serviceProviderNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated service provider names or PitchBook IDs"},"serviceProviderType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook service provider type code"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the service provider is located in"},"stateProvince":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province the service provider is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the service provider is located in (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"numberOfDeals":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of deals worked on. Use >50, <50, or 10^50 for a range"},"dealType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook deal type code of the deals worked on"},"dealDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"dealSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal size in millions. Use >450, <450, or 10^450 for a range"},"serviceTypesOnDeal":{"type":"string","required":false,"visibility":"user-or-llm","description":"Service type codes provided on the deal"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_service_provider_updates":{"id":"pitchbook_service_provider_updates","name":"PitchBook Service Provider Updates","description":"Check which service provider datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_companies":{"id":"pitchbook_serviced_companies","name":"PitchBook Serviced Companies","description":"Retrieve the companies a service provider currently and formerly serves","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_deals":{"id":"pitchbook_serviced_deals","name":"PitchBook Serviced Deals","description":"Retrieve the deals a service provider worked on and what it was hired for on each","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_funds":{"id":"pitchbook_serviced_funds","name":"PitchBook Serviced Funds","description":"Retrieve the funds a service provider has worked with and the service provided to each","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_investors":{"id":"pitchbook_serviced_investors","name":"PitchBook Serviced Investors","description":"Retrieve the investors a service provider currently and formerly serves","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_limited_partners":{"id":"pitchbook_serviced_limited_partners","name":"PitchBook Serviced Limited Partners","description":"Retrieve the limited partners a service provider currently and formerly serves","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_shared_search":{"id":"pitchbook_shared_search","name":"PitchBook Shared Search","description":"Extract the names and PitchBook IDs behind an Advanced Search shared from the PitchBook platform, using the search ID and hash from the shared link","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity type the shared search returns: COMPANIES, DEALS, INVESTORS, SERVICE_PROVIDERS, LIMITED_PARTNERS, PEOPLE, ENTITY_MANAGEMENT, or FUNDS"},"searchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search ID from the shared link, the path segment after /search/ (e.g. 8e6bd17e-dea5-4eca-8143-dddb2ab623a0)"},"hash":{"type":"string","required":true,"visibility":"user-or-llm","description":"Hash query parameter from the shared link"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_usage_report":{"id":"pitchbook_usage_report","name":"PitchBook Usage Report","description":"Retrieve how many API calls were made and how many credits they charged, for up to the last 90 days","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"polymarket_get_activity":{"id":"polymarket_get_activity","name":"Get Activity from Polymarket","description":"Retrieve on-chain activity for a user including trades, splits, merges, redemptions, rewards, and conversions","version":"1.0.0","params":{"user":{"type":"string","required":true,"description":"User wallet address (0x-prefixed)","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Maximum results to return (e.g., \\"50\\"). Default: 100, max: 500.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"100\\"). Default: 0, max: 10000.","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Comma-separated condition IDs (e.g., \\"0x1234...abcd,0x5678...efgh\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Comma-separated event IDs (e.g., \\"12345,67890\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"type":{"type":"string","required":false,"description":"Activity type filter: TRADE, SPLIT, MERGE, REDEEM, REWARD, CONVERSION, MAKER_REBATE, REFERRAL_REWARD","visibility":"user-or-llm"},"start":{"type":"number","required":false,"description":"Start timestamp (Unix seconds)","visibility":"user-or-llm"},"end":{"type":"number","required":false,"description":"End timestamp (Unix seconds)","visibility":"user-or-llm"},"sortBy":{"type":"string","required":false,"description":"Sort field: TIMESTAMP, TOKENS, or CASH (default: TIMESTAMP)","visibility":"user-or-llm"},"sortDirection":{"type":"string","required":false,"description":"Sort direction: ASC or DESC (default: DESC)","visibility":"user-or-llm"},"side":{"type":"string","required":false,"description":"Trade side filter: BUY or SELL (only applies to trades)","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_event":{"id":"polymarket_get_event","name":"Get Event from Polymarket","description":"Retrieve details of a specific event by ID or slug","version":"1.0.0","params":{"eventId":{"type":"string","required":false,"description":"The numeric event ID (e.g., \\"12345\\"). Required if slug is not provided.","visibility":"user-or-llm"},"slug":{"type":"string","required":false,"description":"The event slug (e.g., \\"2024-presidential-election\\"). URL-friendly identifier. Required if eventId is not provided.","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_events":{"id":"polymarket_get_events","name":"Get Events from Polymarket","description":"Retrieve a list of events from Polymarket with optional filtering","version":"1.0.0","params":{"closed":{"type":"string","required":false,"description":"Filter by closed status (true/false). Use false for open events only.","visibility":"user-or-llm"},"order":{"type":"string","required":false,"description":"Sort field (e.g., volume, liquidity, startDate, endDate, createdAt)","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"tagId":{"type":"string","required":false,"description":"Filter by tag ID","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). 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Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the cohort (optional - PostHog will use \\"Untitled cohort\\" if not provided)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the cohort"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of filter configuration for the cohort"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of query configuration for the cohort"},"is_static":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the cohort is static (default: false)","default":false},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of groups that define the cohort"}},"hostedApiKey":"none"},"posthog_create_dashboard":{"id":"posthog_create_dashboard","name":"PostHog Create Dashboard","description":"Create a new dashboard in PostHog. Optionally seed it from a built-in template, then attach insights to it afterward.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new dashboard"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the dashboard"},"pinned":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to pin the dashboard to the sidebar"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the dashboard"},"useTemplate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of a built-in PostHog dashboard template to seed this dashboard from (e.g., \\"Product analytics\\")"}},"hostedApiKey":"none"},"posthog_create_experiment":{"id":"posthog_create_experiment","name":"PostHog Create Experiment","description":"Create a new experiment in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Experiment name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment description"},"featureFlagKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Feature flag key to use for the experiment"},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment parameters as JSON string"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment filters as JSON string"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment start date (ISO format)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment end date (ISO format)"}},"hostedApiKey":"none"},"posthog_create_feature_flag":{"id":"posthog_create_feature_flag","name":"PostHog Create Feature Flag","description":"Create a new feature flag in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag name (optional - can be empty)"},"key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Feature flag key (unique identifier)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag filters as JSON string"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the flag is active (default: true)","default":true},"ensureExperienceContinuity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to ensure experience continuity (default: false)","default":false},"rolloutPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rollout percentage (0-100)"}},"hostedApiKey":"none"},"posthog_create_insight":{"id":"posthog_create_insight","name":"PostHog Create Insight","description":"Create a new insight in PostHog. Requires insight name and a query configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the insight (optional - PostHog will generate a derived name if not provided)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the insight"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of query configuration for the insight"},"dashboards":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of dashboard IDs to add this insight to"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the insight"}},"hostedApiKey":"none"},"posthog_create_survey":{"id":"posthog_create_survey","name":"PostHog Create Survey","description":"Create a new survey in PostHog. Supports question types: Basic (open), Link, Rating, and Multiple Choice.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey description"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey type: popover (in-app) or api (custom implementation) (default: popover)","default":"popover"},"questions":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON string of survey questions array. Each question must have type (open/link/rating/multiple_choice) and question text. Rating questions can have scale (1-10), lowerBoundLabel, upperBoundLabel. Multiple choice questions need choices array. Link questions can have buttonText."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey start date in ISO 8601 format"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey end date in ISO 8601 format"},"appearance":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of appearance configuration (colors, position, etc.)"},"conditions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of display conditions (URL matching, etc.)"},"targetingFlagFilters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of feature flag filters for targeting"},"linkedFlagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag ID to link to this survey"},"responsesLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of responses to collect"}},"hostedApiKey":"none"},"posthog_delete_feature_flag":{"id":"posthog_delete_feature_flag","name":"PostHog Delete Feature Flag","description":"Delete a feature flag from PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID to delete (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_delete_person":{"id":"posthog_delete_person","name":"PostHog Delete Person","description":"Delete a person from PostHog. This will remove all associated events and data. Use with caution.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}},"hostedApiKey":"none"},"posthog_delete_survey":{"id":"posthog_delete_survey","name":"PostHog Delete Survey","description":"Delete a survey from PostHog. Use this to remove expired or unused surveys.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_evaluate_flags":{"id":"posthog_evaluate_flags","name":"PostHog Evaluate Feature Flags","description":"Evaluate feature flags for a specific user or group. This is a public endpoint that uses the project API key.","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (not personal API key)"},"distinctId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The distinct ID of the user to evaluate flags for (e.g., \\"user123\\" or email)"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"Groups as JSON string (e.g., {\\"company\\": \\"company_id_in_your_db\\"})"},"personProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Person properties as JSON string"},"groupProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group properties as JSON string"}},"hostedApiKey":"none"},"posthog_get_cohort":{"id":"posthog_get_cohort","name":"PostHog Get Cohort","description":"Get a specific cohort by ID from PostHog. Returns detailed cohort definition, filters, and user count.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_dashboard":{"id":"posthog_get_dashboard","name":"PostHog Get Dashboard","description":"Get a specific dashboard by ID from PostHog. Returns detailed dashboard configuration, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"dashboardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dashboard ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_event_definition":{"id":"posthog_get_event_definition","name":"PostHog Get Event Definition","description":"Get details of a specific event definition in PostHog. Returns comprehensive information about the event including metadata, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_experiment":{"id":"posthog_get_experiment","name":"PostHog Get Experiment","description":"Get details of a specific experiment","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_feature_flag":{"id":"posthog_get_feature_flag","name":"PostHog Get Feature Flag","description":"Get details of a specific feature flag","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_insight":{"id":"posthog_get_insight","name":"PostHog Get Insight","description":"Get a specific insight by ID from PostHog. Returns detailed insight configuration and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to retrieve (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_organization":{"id":"posthog_get_organization","name":"PostHog Get Organization","description":"Get detailed information about a specific organization by ID. Returns comprehensive organization settings, features, usage, and team information.","version":"1.0.0","params":{"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization ID (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_person":{"id":"posthog_get_person","name":"PostHog Get Person","description":"Get detailed information about a specific person in PostHog by their ID or UUID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}},"hostedApiKey":"none"},"posthog_get_project":{"id":"posthog_get_project","name":"PostHog Get Project","description":"Get detailed information about a specific project by ID. Returns comprehensive project configuration, settings, and feature flags.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID (e.g., \\"12345\\" or project UUID)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_property_definition":{"id":"posthog_get_property_definition","name":"PostHog Get Property Definition","description":"Get details of a specific property definition in PostHog. Returns comprehensive information about the property including metadata, type, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_session_recording":{"id":"posthog_get_session_recording","name":"PostHog Get Session Recording","description":"Get details of a specific session recording in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Session recording ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_survey":{"id":"posthog_get_survey","name":"PostHog Get Survey","description":"Get details of a specific survey in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_list_actions":{"id":"posthog_list_actions","name":"PostHog List Actions","description":"List all actions in a PostHog project. Returns action definitions, steps, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter actions by name"}},"hostedApiKey":"none"},"posthog_list_annotations":{"id":"posthog_list_annotations","name":"PostHog List Annotations","description":"List all annotations in a PostHog project. Returns annotation content, timestamps, and associated insights.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_cohorts":{"id":"posthog_list_cohorts","name":"PostHog List Cohorts","description":"List all cohorts in a PostHog project. Returns cohort definitions, filters, and user counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_dashboards":{"id":"posthog_list_dashboards","name":"PostHog List Dashboards","description":"List all dashboards in a PostHog project. Returns dashboard configurations, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_event_definitions":{"id":"posthog_list_event_definitions","name":"PostHog List Event Definitions","description":"List all event definitions in a PostHog project. Event definitions represent tracked events with metadata like descriptions, tags, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter event definitions by name"}},"hostedApiKey":"none"},"posthog_list_experiments":{"id":"posthog_list_experiments","name":"PostHog List Experiments","description":"List all experiments in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_feature_flags":{"id":"posthog_list_feature_flags","name":"PostHog List Feature Flags","description":"List all feature flags in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_insights":{"id":"posthog_list_insights","name":"PostHog List Insights","description":"List all insights in a PostHog project. Returns insight configurations and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_organizations":{"id":"posthog_list_organizations","name":"PostHog List Organizations","description":"List all organizations the user has access to. Returns organization details including name, slug, membership level, and available product features.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_list_persons":{"id":"posthog_list_persons","name":"PostHog List Persons","description":"List persons (users) in PostHog. Returns user profiles with their properties and distinct IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to return (default: 100, max: 100)","default":100},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search persons by email, name, or distinct ID"},"distinctId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by specific distinct_id"}},"hostedApiKey":"none"},"posthog_list_projects":{"id":"posthog_list_projects","name":"PostHog List Projects","description":"List all projects in the organization. Returns project details including IDs, names, API tokens, and settings. Useful for getting project IDs needed by other endpoints.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_list_property_definitions":{"id":"posthog_list_property_definitions","name":"PostHog List Property Definitions","description":"List all property definitions in a PostHog project. Property definitions represent tracked properties with metadata like descriptions, tags, types, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter property definitions by name"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by property type: event, person, or group"}},"hostedApiKey":"none"},"posthog_list_recording_playlists":{"id":"posthog_list_recording_playlists","name":"PostHog List Recording Playlists","description":"List session recording playlists in a PostHog project. Playlists allow you to organize and curate session recordings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_session_recordings":{"id":"posthog_list_session_recordings","name":"PostHog List Session Recordings","description":"List session recordings in a PostHog project. Session recordings capture user interactions with your application.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 50, e.g., 10, 25, 50)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 50, 100)"}},"hostedApiKey":"none"},"posthog_list_surveys":{"id":"posthog_list_surveys","name":"PostHog List Surveys","description":"List all surveys in a PostHog project. Surveys allow you to collect feedback from users.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_query":{"id":"posthog_query","name":"PostHog Query","description":"Execute a HogQL query in PostHog. HogQL is PostHog\'s SQL-like query language for analytics. Use this for advanced data retrieval and analysis.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"HogQL query to execute. Example: {\\"kind\\": \\"HogQLQuery\\", \\"query\\": \\"SELECT event, count() FROM events WHERE timestamp > now() - INTERVAL 1 DAY GROUP BY event\\"}"},"values":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON string of parameter values for parameterized queries. Example: {\\"user_id\\": \\"123\\"}"}},"hostedApiKey":"none"},"posthog_update_cohort":{"id":"posthog_update_cohort","name":"PostHog Update Cohort","description":"Update an existing cohort in PostHog. Can modify name, description, filters, query, static membership, and deleted status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the cohort"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description of the cohort"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated filter configuration for the cohort"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the cohort"},"isStatic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the cohort is static"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated groups that define the cohort"},"deleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to archive (soft-delete) the cohort"}},"hostedApiKey":"none"},"posthog_update_event_definition":{"id":"posthog_update_event_definition","name":"PostHog Update Event Definition","description":"Update an event definition in PostHog. Can modify description, tags, and verification status to maintain clean event schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the event"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the event"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the event as verified"}},"hostedApiKey":"none"},"posthog_update_experiment":{"id":"posthog_update_experiment","name":"PostHog Update Experiment","description":"Update an existing experiment in PostHog. Use this to change dates, archive an experiment, or adjust its parameters and filters.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment description"},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment parameters as JSON string"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment filters as JSON string"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated start date (ISO 8601). Set this to launch a draft experiment."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated end date (ISO 8601). Set this to conclude a running experiment."},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to archive the experiment"}},"hostedApiKey":"none"},"posthog_update_feature_flag":{"id":"posthog_update_feature_flag","name":"PostHog Update Feature Flag","description":"Update an existing feature flag in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag name"},"key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag key (unique identifier)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag filters as JSON string"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the flag is active"},"ensureExperienceContinuity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to ensure experience continuity"},"rolloutPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rollout percentage (0-100)"}},"hostedApiKey":"none"},"posthog_update_insight":{"id":"posthog_update_insight","name":"PostHog Update Insight","description":"Update an existing insight in PostHog. Can modify name, description, query, dashboards, tags, and favorited status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to update (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the insight"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the insight"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the insight"},"dashboards":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of dashboard IDs to attach this insight to"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the insight"},"favorited":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the insight as favorited"}},"hostedApiKey":"none"},"posthog_update_property_definition":{"id":"posthog_update_property_definition","name":"PostHog Update Property Definition","description":"Update a property definition in PostHog. Can modify description, tags, property type, and verification status to maintain clean property schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the property"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the property"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the property as verified"},"property_type":{"type":"string","required":false,"visibility":"user-or-llm","description":"The data type of the property (e.g., String, Numeric, Boolean, DateTime, etc.)"}},"hostedApiKey":"none"},"posthog_update_survey":{"id":"posthog_update_survey","name":"PostHog Update Survey","description":"Update an existing survey in PostHog. Can modify questions, appearance, conditions, and other settings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to update (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). 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Required for the certificate-expiration check"},"unit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unit for the certificate-expiration window: days, weeks, months (default), or years"}},"hostedApiKey":"none"},"rabbitmq_list_bindings":{"id":"rabbitmq_list_bindings","name":"RabbitMQ List Bindings","description":"List the bindings that route messages into a RabbitMQ queue, including the implicit default-exchange binding.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"queue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue whose bindings should be listed"}},"hostedApiKey":"none"},"rabbitmq_list_channels":{"id":"rabbitmq_list_channels","name":"RabbitMQ List Channels","description":"List open channels with their prefetch limit and unacknowledged message count, which is where stalled consumers show up. Channels are cluster-wide, not scoped to one virtual host.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Channels per page, from 1 to 500. Defaults to 50"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter channels whose name contains this value"},"useRegex":{"type":"boolean","required":false,"visibility":"user-only","description":"Treat the name filter as a regular expression"}},"hostedApiKey":"none"},"rabbitmq_list_connections":{"id":"rabbitmq_list_connections","name":"RabbitMQ List Connections","description":"List client connections to the broker with their user, state, and channel count. Connections are cluster-wide, not scoped to one virtual host.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Connections per page, from 1 to 500. Defaults to 50"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter connections whose name contains this value"},"useRegex":{"type":"boolean","required":false,"visibility":"user-only","description":"Treat the name filter as a regular expression"}},"hostedApiKey":"none"},"rabbitmq_list_consumers":{"id":"rabbitmq_list_consumers","name":"RabbitMQ List Consumers","description":"List the consumers subscribed in a virtual host. An empty result for a queue with a backlog means nothing is processing it.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"}},"hostedApiKey":"none"},"rabbitmq_list_exchange_bindings":{"id":"rabbitmq_list_exchange_bindings","name":"RabbitMQ List Exchange Bindings","description":"List everything an exchange routes to, so you can see which routing keys reach which queues.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"exchange":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exchange whose outgoing bindings should be listed. Leave empty for the default exchange, which is a valid value, so this is not required"}},"hostedApiKey":"none"},"rabbitmq_list_exchanges":{"id":"rabbitmq_list_exchanges","name":"RabbitMQ List Exchanges","description":"List exchanges in a RabbitMQ virtual host with their type and declaration settings.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Exchanges per page, from 1 to 500. Defaults to 50"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter exchanges whose name contains this value"},"useRegex":{"type":"boolean","required":false,"visibility":"user-only","description":"Treat the name filter as a regular expression"}},"hostedApiKey":"none"},"rabbitmq_list_nodes":{"id":"rabbitmq_list_nodes","name":"RabbitMQ List Nodes","description":"List the cluster nodes with memory, disk, file-descriptor, and alarm state. A fired alarm blocks publishers broker-wide.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"}},"hostedApiKey":"none"},"rabbitmq_list_policies":{"id":"rabbitmq_list_policies","name":"RabbitMQ List Policies","description":"List the policies in a virtual host. Policies are how dead-lettering, TTLs, and length limits get applied to matching queues and exchanges.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"}},"hostedApiKey":"none"},"rabbitmq_list_queues":{"id":"rabbitmq_list_queues","name":"RabbitMQ List Queues","description":"List queues in a RabbitMQ virtual host with their depth, consumer count, and configuration.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Queues per page, from 1 to 500. Defaults to 50"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter queues whose name contains this value"},"useRegex":{"type":"boolean","required":false,"visibility":"user-only","description":"Treat the name filter as a regular expression"}},"hostedApiKey":"none"},"rabbitmq_list_vhosts":{"id":"rabbitmq_list_vhosts","name":"RabbitMQ List Virtual Hosts","description":"List the virtual hosts on the broker with their message totals, so you can discover which scopes exist.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"}},"hostedApiKey":"none"},"rabbitmq_publish_message":{"id":"rabbitmq_publish_message","name":"RabbitMQ Publish Message","description":"Publish a message to a RabbitMQ exchange with a routing key. Reports whether the message was routed to at least one queue.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"exchange":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exchange to publish to. Leave empty to publish to the default exchange, which routes by queue name. Empty is a valid value, so this is not required."},"routingKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Routing key. When publishing to the default exchange this is the target queue name."},"payload":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message body to publish"},"payloadEncoding":{"type":"string","required":false,"visibility":"user-only","description":"How the payload is encoded: string (default) or base64"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"AMQP basic properties as a JSON object, e.g. {\\"delivery_mode\\":2,\\"content_type\\":\\"application/json\\"}"},"headers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message headers as a JSON object, e.g. {\\"source\\":\\"sim\\"}"}},"hostedApiKey":"none"},"rabbitmq_purge_queue":{"id":"rabbitmq_purge_queue","name":"RabbitMQ Purge Queue","description":"Discard every ready message in a RabbitMQ queue while leaving the queue itself in place.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"queue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the queue to purge"}},"hostedApiKey":"none"},"railway_create_environment":{"id":"railway_create_environment","name":"Railway Create Environment","description":"Create a Railway project environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment name"},"sourceEnvironmentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Environment ID to clone from"},"ephemeral":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the environment is ephemeral"},"skipInitialDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to skip initial deploys for the environment"},"stageInitialChanges":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to stage initial changes instead of applying them immediately"}},"hostedApiKey":"none"},"railway_create_project":{"id":"railway_create_project","name":"Railway Create Project","description":"Create a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Project description"},"workspaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workspace ID to create the project in"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the project should be publicly visible"},"defaultEnvironmentName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the default environment"},"prDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable pull request deploys"}},"hostedApiKey":"none"},"railway_create_service":{"id":"railway_create_service","name":"Railway Create Service","description":"Create a Railway service from a GitHub repo or Docker image","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Service name"},"repo":{"type":"string","required":false,"visibility":"user-or-llm","description":"GitHub repository in owner/name format to deploy from"},"image":{"type":"string","required":false,"visibility":"user-or-llm","description":"Docker image to deploy, for example redis:7-alpine"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git branch to deploy when using a repository source"}},"hostedApiKey":"none"},"railway_delete_environment":{"id":"railway_delete_environment","name":"Railway Delete Environment","description":"Delete a Railway project environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"}},"hostedApiKey":"none"},"railway_delete_project":{"id":"railway_delete_project","name":"Railway Delete Project","description":"Delete a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}},"hostedApiKey":"none"},"railway_delete_service":{"id":"railway_delete_service","name":"Railway Delete Service","description":"Delete a Railway service and all of its deployments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"}},"hostedApiKey":"none"},"railway_delete_variable":{"id":"railway_delete_variable","name":"Railway Delete Variable","description":"Delete a Railway environment variable","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Variable name to delete"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit to delete a shared variable."}},"hostedApiKey":"none"},"railway_deploy_service":{"id":"railway_deploy_service","name":"Railway Deploy Service","description":"Trigger a deployment for a Railway service in an environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"commitSha":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific Git commit SHA to deploy"}},"hostedApiKey":"none"},"railway_get_deployment":{"id":"railway_get_deployment","name":"Railway Get Deployment","description":"Get details for a single Railway deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"}},"hostedApiKey":"none"},"railway_get_deployment_logs":{"id":"railway_get_deployment_logs","name":"Railway Get Deployment Logs","description":"Retrieve runtime logs for a Railway deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of log lines to return"}},"hostedApiKey":"none"},"railway_get_project":{"id":"railway_get_project","name":"Railway Get Project","description":"Get a Railway project with its services and environments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}},"hostedApiKey":"none"},"railway_list_deployments":{"id":"railway_list_deployments","name":"Railway List Deployments","description":"List deployments for a Railway service in an environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"first":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of deployments to return"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"}},"hostedApiKey":"none"},"railway_list_project_members":{"id":"railway_list_project_members","name":"Railway List Project Members","description":"List members for a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}},"hostedApiKey":"none"},"railway_list_projects":{"id":"railway_list_projects","name":"Railway List Projects","description":"List Railway projects visible to the provided token","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"workspaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workspace ID to list projects from"},"first":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of projects to return"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"}},"hostedApiKey":"none"},"railway_list_variables":{"id":"railway_list_variables","name":"Railway List Variables","description":"List Railway environment variables for a service or shared environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit for shared environment variables."}},"hostedApiKey":"none"},"railway_restart_deployment":{"id":"railway_restart_deployment","name":"Railway Restart Deployment","description":"Restart a running Railway deployment without rebuilding","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"}},"hostedApiKey":"none"},"railway_rollback_deployment":{"id":"railway_rollback_deployment","name":"Railway Rollback Deployment","description":"Roll a Railway service back to a previous deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID to roll back to (must have canRollback)"}},"hostedApiKey":"none"},"railway_transfer_project":{"id":"railway_transfer_project","name":"Railway Transfer Project","description":"Transfer a Railway project to another workspace","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"workspaceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination workspace ID"}},"hostedApiKey":"none"},"railway_update_project":{"id":"railway_update_project","name":"Railway Update Project","description":"Update a Railway project name or description","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated project name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated project description"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the project should be publicly visible"},"prDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable pull request deploy environments"}},"hostedApiKey":"none"},"railway_upsert_variable":{"id":"railway_upsert_variable","name":"Railway Upsert Variable","description":"Create or update a Railway environment variable","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. 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\'Account\')"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_account":{"id":"salesforce_update_account","name":"Update Account in Salesforce","description":"Update an existing account in Salesforce CRM","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Account ID to update (18-character string starting with 001)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Account name"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Account type (e.g., Customer, Partner, Prospect)"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"Industry (e.g., Technology, 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revenue as a number"},"numberOfEmployees":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of employees as an integer"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_case":{"id":"salesforce_update_case","name":"Update Case in Salesforce","description":"Update an existing case","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"caseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Case ID to update (18-character string starting with 500)"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case subject"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status (e.g., New, Working, Escalated, 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001)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"mailingStreet":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing street"},"mailingCity":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing city"},"mailingState":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing state"},"mailingPostalCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing postal code"},"mailingCountry":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing country"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Contact description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_custom_field":{"id":"salesforce_update_custom_field","name":"Update Custom Field in Salesforce","description":"Update an existing custom field on a Salesforce object using the Tooling API","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tooling API Id of the custom field to update (find it via the Tooling Query tool)"},"label":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display label shown in the UI"},"length":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum length for Text, LongTextArea, Html, or MultiselectPicklist fields"},"precision":{"type":"number","required":false,"visibility":"user-or-llm","description":"Total number of digits for Number, Currency, or Percent fields"},"scale":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of digits to the right of the decimal for numeric fields"},"visibleLines":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of visible lines for LongTextArea, Html, or MultiselectPicklist fields"},"required":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the field is required on record create/edit"},"unique":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the field enforces unique values"},"externalId":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the field is an external ID"},"defaultValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Default value; for Checkbox fields use true or false"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal description of the field"},"inlineHelpText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Help text shown next to the field in the UI"},"picklistValues":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated values to add to a Picklist or MultiselectPicklist field (existing values are kept)"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_lead":{"id":"salesforce_update_lead","name":"Update Lead in Salesforce","description":"Update an existing lead","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"leadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Lead ID to update (18-character string starting with 00Q)"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"company":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead status (e.g., Open, Working, Closed)"},"leadSource":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead source (e.g., Web, Referral, Campaign)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_opportunity":{"id":"salesforce_update_opportunity","name":"Update Opportunity in Salesforce","description":"Update an existing opportunity","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"opportunityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Opportunity ID to update (18-character string starting with 006)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opportunity name"},"stageName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Stage name (e.g., Prospecting, Qualification, Closed Won)"},"closeDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close date in YYYY-MM-DD format"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Salesforce Account ID (18-character string starting with 001)"},"amount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal amount as a number"},"probability":{"type":"string","required":false,"visibility":"user-or-llm","description":"Win probability as integer (0-100)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opportunity description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_task":{"id":"salesforce_update_task","name":"Update Task in Salesforce","description":"Update an existing task","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Task ID to update (18-character string starting with 00T)"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Task subject"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status (e.g., Not Started, In Progress, Completed)"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority (e.g., Low, Normal, 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All fields are optional: `comment` (e.g., { \\"comment\\": \\"Approved\\" }), `expenseRejectedComment` (required only if the report contains rejected expenses), `expectedStepCode`, `expectedStepSequence`, `statusId` (defaults to \\"A_APPR\\")."}},"hostedApiKey":"none"},"sap_concur_associate_attendees":{"id":"sap_concur_associate_attendees","name":"SAP Concur Associate Attendees","description":"Associate attendees with an expense (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/attendees).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Attendee association payload with exactly two top-level fields: \\"noShowAttendeeCount\\" (integer, default 0) and \\"expenseAttendeeList\\" (array). Each entry in expenseAttendeeList requires \\"attendeeId\\" (string) and \\"transactionAmount\\" (object: { \\"value\\": number, \\"currencyCode\\": string }), and optionally accepts \\"customData\\", \\"isAmountUserEdited\\" (boolean), \\"isTraveling\\" (boolean), \\"associatedAttendeeCount\\" (integer), and \\"versionNumber\\" (integer). Example: { \\"noShowAttendeeCount\\": 0, \\"expenseAttendeeList\\": [{ \\"attendeeId\\": \\"gWmMv2Ii5rGtEBTBhBqUw\\", \\"transactionAmount\\": { \\"value\\": 23, \\"currencyCode\\": \\"USD\\" } }] }. Note: the object form follows the request schema (Amount = value + currencyCode, both required), but the documented POST example sends a scalar \\"transactionAmount\\": 23 — the docs conflict here."}},"hostedApiKey":"none"},"sap_concur_create_cash_advance":{"id":"sap_concur_create_cash_advance","name":"SAP Concur Create Cash Advance","description":"Create a cash advance (POST /cashadvance/v4.1/cashadvances).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Cash advance payload. Required fields: amountRequested ({ currency, amount }), name, and userId. Optional fields: accountCode, comment, purpose. The Concur docs are inconsistent on casing — the reference request example and the API Explorer swagger both use userId, while the schema table spells it userID; if a request is rejected with a 400, retry with the other spelling."}},"hostedApiKey":"none"},"sap_concur_create_expected_expense":{"id":"sap_concur_create_expected_expense","name":"SAP Concur Create Expected Expense","description":"Create an expected expense on a travel request (POST /travelrequest/v4/requests/{requestUuid}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Expected expense payload"}},"hostedApiKey":"none"},"sap_concur_create_expense_report":{"id":"sap_concur_create_expense_report","name":"SAP Concur Create Expense Report","description":"Create an expense report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports — supported contexts: TRAVELER, PROXY). Required body fields: name, policyId.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who will own the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (creating own report) or PROXY (creating on behalf of another user)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Report payload — `name` and `policyId` are required. Optional fields: businessPurpose, comment, customData, countryCode, countrySubDivisionCode, etc."}},"hostedApiKey":"none"},"sap_concur_create_list_item":{"id":"sap_concur_create_list_item","name":"SAP Concur Create List Item","description":"Create a list item (POST /list/v4/items).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: listId, shortCode, value. Optional: parentId or parentCode (mutually exclusive). Note: Concur rejects shortCode/value containing hyphens."}},"hostedApiKey":"none"},"sap_concur_create_purchase_request":{"id":"sap_concur_create_purchase_request","name":"SAP Concur Create Purchase Request","description":"Create a purchase request (POST /purchaserequest/v4/purchaserequests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Purchase request payload. Required: exactly one of userId, userEmail, or userLoginId; currencyCode (ISO 4217); and lineItems[]. Each line item requires purchaseType (GOODS or SERVICES), vendorCode, vendorAddressCode, description, quantity, and unitPrice."}},"hostedApiKey":"none"},"sap_concur_create_quick_expense":{"id":"sap_concur_create_quick_expense","name":"SAP Concur Create Quick Expense","description":"Create a quick expense (POST /quickexpense/v4/users/{userId}/context/{contextType}/quickexpenses). TRAVELER is the only supported context type.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the quick expense"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload. Required: expenseTypeId, transactionAmount {currencyCode, value}, transactionDate (YYYY-MM-DD). Optional: comment, entryDetails, location {city, countryCode, countrySubDivisionCode, id, name}, paymentTypeId (CASHX | CPAID | PENDC), vendor."}},"hostedApiKey":"none"},"sap_concur_create_quick_expense_with_image":{"id":"sap_concur_create_quick_expense_with_image","name":"SAP Concur Create Quick Expense With Image","description":"Create a quick expense with an attached image (POST /quickexpense/v4/users/{userId}/context/{contextType}/quickexpenses/image).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"receipt":{"type":"json","required":true,"visibility":"user-or-llm","description":"Receipt image (UserFile). Allowed: PNG, PDF, TIFF, JPEG. Maximum size 50 MB"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload. Required: expenseTypeId, transactionAmount {currencyCode, value}, transactionDate (YYYY-MM-DD). Optional: comment, entryDetails, location {city, countryCode, countrySubDivisionCode, id, name}, paymentTypeId (CASHX | CPAID | PENDC), vendor."}},"hostedApiKey":"none"},"sap_concur_create_report_comment":{"id":"sap_concur_create_report_comment","name":"SAP Concur Create Report Comment","description":"Create a comment on a report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"comment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment text to add"}},"hostedApiKey":"none"},"sap_concur_create_travel_request":{"id":"sap_concur_create_travel_request","name":"SAP Concur Create Travel Request","description":"Create a travel request (POST /travelrequest/v4/requests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Concur user UUID of the Request owner — required when using the default `client_credentials` (company) grant; omitting it returns 400 `missingRequiredParam`."},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Travel request payload. Supported fields: name, businessPurpose, startDate/endDate (YYYY-MM-DD), startTime/endTime (HH:mm), mainDestination ({ city, countryCode, countrySubDivisionCode, name }), policy ({ id }), and custom1-custom20 ({ value } or { code, value }). An id field is not allowed."}},"hostedApiKey":"none"},"sap_concur_create_user":{"id":"sap_concur_create_user","name":"SAP Concur Create User","description":"Create a new user identity (POST /profile/identity/v4.1/Users).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM User payload. Required: schemas (include both \\"urn:ietf:params:scim:schemas:core:2.0:User\\" and \\"urn:ietf:params:scim:schemas:extension:enterprise:2.0:User\\"), userName, name.familyName, name.givenName, emails[].value, and companyId — which is required and immutable and must be set inside the \\"urn:ietf:params:scim:schemas:extension:enterprise:2.0:User\\" block, not at the top level. Optional: active, displayName, timezone, and other SCIM User attributes."}},"hostedApiKey":"none"},"sap_concur_delete_expected_expense":{"id":"sap_concur_delete_expected_expense","name":"SAP Concur Delete Expected Expense","description":"Delete an expected expense (DELETE /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"}},"hostedApiKey":"none"},"sap_concur_delete_expense":{"id":"sap_concur_delete_expense","name":"SAP Concur Delete Expense","description":"Delete an expense (DELETE /expensereports/v4/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to delete"}},"hostedApiKey":"none"},"sap_concur_delete_expense_report":{"id":"sap_concur_delete_expense_report","name":"SAP Concur Delete Expense Report","description":"Delete an expense report (DELETE /expensereports/v4/reports/{reportId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to delete"}},"hostedApiKey":"none"},"sap_concur_delete_list_item":{"id":"sap_concur_delete_list_item","name":"SAP Concur Delete List Item","description":"Delete a list item from all lists that contain it (DELETE /list/v4/items/{itemId}). This is not scoped to a single list, and all children of that list item are also deleted.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"}},"hostedApiKey":"none"},"sap_concur_delete_travel_request":{"id":"sap_concur_delete_travel_request","name":"SAP Concur Delete Travel Request","description":"Delete a travel request (DELETE /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Concur user UUID of the Request owner — required when using the default `client_credentials` (company) grant; omitting it returns 400 `missingRequiredParam`."}},"hostedApiKey":"none"},"sap_concur_delete_user":{"id":"sap_concur_delete_user","name":"SAP Concur Delete User","description":"Hard delete a user identity (DELETE /profile/identity/v4.1/Users/{id}). Not recommended: SAP restricts hard delete to users with no transaction history and governs it by the Concur Data Retention policy. To deactivate a user instead, use SAP Concur Update User with a PATCH replacing active with false.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to delete"}},"hostedApiKey":"none"},"sap_concur_get_allocation":{"id":"sap_concur_get_allocation","name":"SAP Concur Get Allocation","description":"Get a single allocation (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID"}},"hostedApiKey":"none"},"sap_concur_get_budget":{"id":"sap_concur_get_budget","name":"SAP Concur Get Budget","description":"Get a budget item header by ID (GET /budget/v4/budgetItemHeader/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"budgetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The budget item header\'s key field (uuid)"}},"hostedApiKey":"none"},"sap_concur_get_cash_advance":{"id":"sap_concur_get_cash_advance","name":"SAP Concur Get Cash Advance","description":"Get a cash advance (GET /cashadvance/v4.1/cashadvances/{cashAdvanceId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"cashAdvanceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cash advance ID"}},"hostedApiKey":"none"},"sap_concur_get_expected_expense":{"id":"sap_concur_get_expected_expense","name":"SAP Concur Get Expected Expense","description":"Get an expected expense (GET /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (optional)"}},"hostedApiKey":"none"},"sap_concur_get_expense":{"id":"sap_concur_get_expense","name":"SAP Concur Get Expense","description":"Get a single expense (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password 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If empty when using a Company token the default system user will be assumed to perform the action."}},"hostedApiKey":"none"},"sap_concur_get_user":{"id":"sap_concur_get_user","name":"SAP Concur Get User","description":"Get a single user by UUID (GET /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID"},"attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SCIM attributes to include in the response"},"excludedAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SCIM attributes to exclude from the response"}},"hostedApiKey":"none"},"sap_concur_issue_cash_advance":{"id":"sap_concur_issue_cash_advance","name":"SAP Concur Issue Cash Advance","description":"Issue a cash advance (POST /cashadvance/v4.1/cashadvances/{cashAdvanceId}/issue).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"cashAdvanceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cash advance ID to issue"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional request body. All documented fields are optional: accountCode, comment, and exchangeRate."}},"hostedApiKey":"none"},"sap_concur_list_allocations":{"id":"sap_concur_list_allocations","name":"SAP Concur List Allocations","description":"List allocations on an expense (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/allocations).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client 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us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"}},"hostedApiKey":"none"},"sap_concur_list_budgets":{"id":"sap_concur_list_budgets","name":"SAP Concur List Budgets","description":"List budget item headers (GET 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tokens"},"adminView":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, returns all budgets the caller can administer (default false)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page offset (Concur returns up to 50 budget headers per page)"},"responseSchema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response schema variant: \\"COMPACT\\" returns a smaller payload. Defaults to the non-compact schema"}},"hostedApiKey":"none"},"sap_concur_list_exceptions":{"id":"sap_concur_list_exceptions","name":"SAP Concur List Report Exceptions","description":"List exceptions on a report (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/exceptions).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"excludeExpenses":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return only exceptions for the report header, excluding expense-level and allocation-level exceptions (default false)"}},"hostedApiKey":"none"},"sap_concur_list_expected_expenses":{"id":"sap_concur_list_expected_expenses","name":"SAP Concur List Expected Expenses","description":"List expected expenses on a travel request (GET /travelrequest/v4/requests/{requestUuid}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (optional)"}},"hostedApiKey":"none"},"sap_concur_list_expense_reports":{"id":"sap_concur_list_expense_reports","name":"SAP Concur List Expense Reports","description":"List expense reports (GET /api/v3.0/expense/reports). Returns a v3 envelope with Items and NextPage.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by a specific user (login id or user identifier)."},"submitDateBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports submitted on or before this date (YYYY-MM-DD)"},"submitDateAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports submitted on or after this date (YYYY-MM-DD)"},"paidDateBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports paid on or before this date (YYYY-MM-DD)"},"paidDateAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports paid on or after this date (YYYY-MM-DD)"},"modifiedDateBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports last modified on or before this date (YYYY-MM-DD)"},"modifiedDateAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports last modified on or after this date (YYYY-MM-DD)"},"createDateBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports created on or before this date (YYYY-MM-DD)"},"createDateAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports created on or after this date (YYYY-MM-DD)"},"approvalStatusCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by approval status code (e.g. A_NOTF, A_PEND, A_APPR)"},"paymentStatusCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by payment status code"},"currencyCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by ISO currency code (e.g. USD, EUR)"},"approverLoginID":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by approver login ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page (default 25)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token. The previous response returns NextPage as a full URI — extract its `offset` query parameter and pass that value here, not the whole URI."}},"hostedApiKey":"none"},"sap_concur_list_expenses":{"id":"sap_concur_list_expenses","name":"SAP Concur List Expenses","description":"List expenses on a report (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (the only value the endpoint supports)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"}},"hostedApiKey":"none"},"sap_concur_list_itineraries":{"id":"sap_concur_list_itineraries","name":"SAP Concur List Trips","description":"List travel trips/itineraries (GET /api/travel/trip/v1.1).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter trips starting on/after this date (YYYY-MM-DD)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter trips ending on/before this date (YYYY-MM-DD)"},"bookingType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by booking type. Supported values are capitalized: Air, Car, Dining, Hotel, Parking, Rail, Ride."},"useridType":{"type":"string","required":false,"visibility":"user-or-llm","description":"User identifier type. The only value documented for Trips v1.1 is \\"login\\" (the value is the user login id); xmlsyncid and uuid are Travel Profile v2 identifier types and are not documented for this endpoint."},"useridValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"User identifier value (paired with useridType)"},"itemsPerPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Items per page. Concur only paginates when includeMetadata is also sent, so this tool sets includeMetadata automatically whenever itemsPerPage or page is provided."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"1-based page number. Concur only paginates when includeMetadata is also sent, so this tool sets includeMetadata automatically whenever page or itemsPerPage is provided."},"includeMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include paging metadata in the response. Implied when page or itemsPerPage is set."},"includeCanceledTrips":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include canceled trips in the result set"},"createdAfterDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only trips created after this date (YYYY-MM-DD)"},"createdBeforeDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only trips created before this date (YYYY-MM-DD)"},"lastModifiedDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only trips modified on/after this date (YYYY-MM-DD)"},"includeVirtualTrip":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"1\\" to include virtual trips, which carry the offline segments booked through Concur Request."},"includeGuestBookings":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include trips booked on behalf of guests. Defaults to false."}},"hostedApiKey":"none"},"sap_concur_list_list_items":{"id":"sap_concur_list_list_items","name":"SAP Concur List List Items","description":"List the top-level items (children) for a custom list (GET /list/v4/lists/{listId}/children).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based; page size is fixed at 100)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: value or shortCode"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc"},"hasChildren":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include only items that have children"},"isDeleted":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by deletion status. Pass \\"true\\" or \\"false\\" as a string because the filter also accepts the eq operator prefix (eq:true) — eq is the only operator this filter supports."},"shortCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by short code"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by display value"},"shortCodeOrValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by short code OR value"}},"hostedApiKey":"none"},"sap_concur_list_lists":{"id":"sap_concur_list_lists","name":"SAP Concur List Lists","description":"List custom lists (GET /list/v4/lists).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based; page size is fixed at 100)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: name, levelcount, or listcategory"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by list name. Accepts an operator prefix: sw: (starts with), ew: (ends with), not:, cp: (contains) (e.g. \\"sw:Cost\\")."},"categoryType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by category type (mapped to the category.type query param). Accepts an operator prefix: eq:, not:."},"isDeleted":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by deletion status. Pass \\"true\\" or \\"false\\" as a string because the filter also accepts the eq operator prefix (eq:true) — eq is the only operator this filter supports."},"levelCount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by number of levels. Accepts an operator prefix: eq:, gt:, gte:, lt:, lte: (e.g. \\"eq:1\\", \\"gt:2\\", \\"lte:9\\")."}},"hostedApiKey":"none"},"sap_concur_list_receipts":{"id":"sap_concur_list_receipts","name":"SAP Concur List Receipts","description":"List receipts for a user (GET /receipts/v4/users/{userId}). Concur documents no query parameters for this endpoint, so page size and offset cannot be controlled; follow the \\"next\\" URL in the response to page forward.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"}},"hostedApiKey":"none"},"sap_concur_list_report_comments":{"id":"sap_concur_list_report_comments","name":"SAP Concur List Report Comments","description":"List comments on a report (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"includeAllComments":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include comments from all expenses in the report (default false)"}},"hostedApiKey":"none"},"sap_concur_list_reports_to_approve":{"id":"sap_concur_list_reports_to_approve","name":"SAP Concur List Reports To Approve","description":"List expense reports awaiting approval (GET /expensereports/v4/users/{userId}/context/MANAGER/reportsToApprove).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Manager user UUID"},"contextType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access context: must be MANAGER (default)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Report field name to sort by (e.g., reportDate)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc"},"includeDelegateApprovals":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include reports the caller can approve as a delegate"}},"hostedApiKey":"none"},"sap_concur_list_travel_profiles_summary":{"id":"sap_concur_list_travel_profiles_summary","name":"SAP Concur List Travel Profiles Summary","description":"List travel profile summaries (GET /api/travelprofile/v2.0/summary). LastModifiedDate is required by Concur.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"lastModifiedDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Required UTC datetime in YYYY-MM-DDThh:mm:ss format"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"1-based page number"},"itemsPerPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Items per page (max 200)"},"travelConfigs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated travel configuration ids"},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by user state: \\"1\\" returns active users, \\"0\\" returns inactive users."}},"hostedApiKey":"none"},"sap_concur_list_travel_request_comments":{"id":"sap_concur_list_travel_request_comments","name":"SAP Concur List Travel Request Comments","description":"List comments on a travel request (GET /travelrequest/v4/requests/{requestUuid}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"}},"hostedApiKey":"none"},"sap_concur_list_travel_requests":{"id":"sap_concur_list_travel_requests","name":"SAP Concur List Travel Requests","description":"List travel requests (GET /travelrequest/v4/requests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"view":{"type":"string","required":false,"visibility":"user-or-llm","description":"View filter: ALL, ACTIVE, ACTIVEAPPROVED, UNSUBMITTED, PENDING, VALIDATED, APPROVED, CANCELED, CLOSED, SUBMITTED, TOAPPROVE, PENDINGEBOOKING, PENDINGPROPOSAL, PROPOSALAPPROVED, or PROPOSALCANCELED. Defaults to ALL when omitted. The three TMC-agent views (PENDINGPROPOSAL, PROPOSALAPPROVED, PROPOSALCANCELED) require userId."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Records per page (default 10, maximum 100 — higher values return 400)"},"start":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page start cursor (offset)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"For a traveler view, the unique identifier of the Request owner to search for. For an approver view, the unique identifier of the approver. For a TMC-agent view (PENDINGPROPOSAL, PROPOSALAPPROVED, PROPOSALCANCELED) this is required and is the unique identifier of the TMC agent."},"approvedBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests approved before this date"},"approvedAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests approved after this date"},"modifiedBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests modified before this date"},"modifiedAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests modified after this date"},"sortField":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by: startDate, approvalStatus, or requestId (default startDate)"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: ASC or DESC (default DESC)"}},"hostedApiKey":"none"},"sap_concur_list_users":{"id":"sap_concur_list_users","name":"SAP Concur List Users","description":"List Concur user identities (GET /profile/identity/v4.1/Users).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max number of users to return (default 100, max 1000)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"SCIM v4.1 pagination cursor — the nextCursor value returned by a prior call"},"attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of attributes to include in the response"},"excludedAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of attributes to exclude from the response"}},"hostedApiKey":"none"},"sap_concur_move_travel_request":{"id":"sap_concur_move_travel_request","name":"SAP Concur Move Travel Request","description":"Move a travel request through workflow (POST /travelrequest/v4/requests/{requestUuid}/{action}). Valid actions: submit, recall, cancel, approve, sendback, close, reopen.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow action: submit, recall, cancel, approve, sendback, close, reopen"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the user performing the status transition. Required when connecting with a Company token for traveler and Non traveler actions only; not required for External system validation actions. If empty, a 400 `missingRequiredParam` error code is returned. For non-traveler actions, if not provided, \\"System, Concur\\" is displayed in the Audit Trail of the Request."},"companyID":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional company identifier for the workflow action (documented as `companyID`, distinct from the companyUuid auth field)"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment sent as a query parameter. Only works when the workflow action is `sendback`. This comment is visible wherever Request comments are available."},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional payload — only the `sendback` action accepts one (e.g., { \\"comment\\": \\"...\\" }). Every other action takes no payload."}},"hostedApiKey":"none"},"sap_concur_recall_expense_report":{"id":"sap_concur_recall_expense_report","name":"SAP Concur Recall Expense Report","description":"Recall a submitted expense report (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/recall — supported contexts: TRAVELER, PROXY). Takes no request body. This operation supports user-level access tokens: set grantType to \\"password\\" with username and password, since the default client_credentials grant yields a company-level token.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password. Recall requires a user-level access token, so set this to \\"password\\" and supply username/password — client_credentials produces a company-level token that Concur rejects for this operation."},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to recall"}},"hostedApiKey":"none"},"sap_concur_remove_all_attendees":{"id":"sap_concur_remove_all_attendees","name":"SAP Concur Remove All Attendees","description":"Remove all attendees from an expense (DELETE /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/attendees).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}},"hostedApiKey":"none"},"sap_concur_search_locations":{"id":"sap_concur_search_locations","name":"SAP Concur Search Locations","description":"Search Concur location reference data (GET /localities/v5/locations).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text for location search. Conditional — required if none of locationNameKey, locationNameId, or locCode is present."},"locCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Location code. Conditional — required if none of locationNameKey, locationNameId, or searchText is present."},"locationNameId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID identifier of the location name. Conditional — required if none of locationNameKey, locCode, or searchText is present."},"locationNameKey":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unique key for the location name. Conditional — required if none of locationNameId, locCode, or searchText is present."},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"2-letter ISO 3166-1 country code. Only valid together with searchText."},"subdivisionCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 3166-2:2007 country subdivision (e.g. US-WA). Only valid together with searchText."},"adminRegionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Administrative region ID. Only valid together with searchText."}},"hostedApiKey":"none"},"sap_concur_search_users":{"id":"sap_concur_search_users","name":"SAP Concur Search Users","description":"Search users via SCIM .search endpoint (POST /profile/identity/v4.1/Users/.search).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM search payload. Required: schemas: [\\"urn:ietf:params:scim:api:messages:concur:2.0:SearchRequest\\"] (Concur-specific URN, not the standard SearchRequest URN). Optional: filter, count (1-1000), attributes, excludedAttributes, cursor (the nextCursor value from a prior response). The startIndex request parameter is not supported (responses still return a startIndex value)."}},"hostedApiKey":"none"},"sap_concur_send_back_expense_report":{"id":"sap_concur_send_back_expense_report","name":"SAP Concur Send Back Expense Report","description":"Send back an expense report to the employee (PATCH /expensereports/v4/reports/{reportId}/sendBack). Required body field: comment.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to send back"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Request body — `comment` is required by Concur (e.g., { \\"comment\\": \\"Missing receipt\\" }). Optional fields: `expectedStepCode`, `expectedStepSequence`."}},"hostedApiKey":"none"},"sap_concur_submit_expense_report":{"id":"sap_concur_submit_expense_report","name":"SAP Concur Submit Expense Report","description":"Submit an expense report into the workflow via Expense Report v4 (PATCH /expensereports/v4/users/{userId}/reports/{reportId}/submit). Takes no request body.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to submit"}},"hostedApiKey":"none"},"sap_concur_update_allocation":{"id":"sap_concur_update_allocation","name":"SAP Concur Update Allocation","description":"Update an allocation (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY (write requires expense.report.readwrite)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON Merge Patch (RFC 7386) payload. Must be the two-key envelope { \\"allocation\\": { \\"customData\\": [{ \\"id\\": \\"custom9\\", \\"value\\": \\"...\\", \\"isValid\\": true }] }, \\"expenseIds\\": [\\"29EE...\\"] }."}},"hostedApiKey":"none"},"sap_concur_update_expected_expense":{"id":"sap_concur_update_expected_expense","name":"SAP Concur Update Expected Expense","description":"Update an expected expense (PUT /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to update"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the expected expense"}},"hostedApiKey":"none"},"sap_concur_update_expense":{"id":"sap_concur_update_expense","name":"SAP Concur Update Expense","description":"Update an expense (PATCH /expensereports/v4/reports/{reportId}/expenses/{expenseId}). Only Company JWT authentication is allowed on this endpoint — the password grant is rejected. A submitted report cannot be updated once it has reached a Paid workflow status. Although the primary intent of this operation is for submitted report updates, it also works on unsubmitted reports, but with the same limited set of fields.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"PATCH body. Allowed fields: businessPurpose (string, max 64), customData (CustomData[]), expenseSource (required: EA|MOB|OTHER|SE|TA|TR|UI), isExpenseRejected (boolean), isPaperReceiptReceived (boolean)."}},"hostedApiKey":"none"},"sap_concur_update_expense_report":{"id":"sap_concur_update_expense_report","name":"SAP Concur Update Expense Report","description":"Update an unsubmitted expense report (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId} — supported contexts: TRAVELER, PROXY). The body must always include `reportSource` (EA, MOB, OTHER, SE, TR, or UI).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (own report) or PROXY (editing on behalf of another user)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the report. `reportSource` is REQUIRED by Concur on every update — one of \\"EA\\", \\"MOB\\", \\"OTHER\\", \\"SE\\", \\"TR\\", \\"UI\\" (use \\"OTHER\\" if unknown). Other updatable fields: businessPurpose, comment, country, countryCode, countrySubDivisionCode, customData, endDate, isCopyDownInherited, isPaperReceiptsReceived, name, policy, policyId, redirectFund, reportDate, startDate."}},"hostedApiKey":"none"},"sap_concur_update_list_item":{"id":"sap_concur_update_list_item","name":"SAP Concur Update List Item","description":"Update a list item (PUT /list/v4/items/{itemId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: shortCode, value. Other fields in the body are ignored."}},"hostedApiKey":"none"},"sap_concur_update_travel_request":{"id":"sap_concur_update_travel_request","name":"SAP Concur Update Travel Request","description":"Update a travel request (PUT /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to update"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the user performing the update. Optional. Will be taken into account only if calling with a Company token. If not provided the update will be performed as \\"Concur System\\"."},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the travel request. Partial update is supported. Only these fields are updatable: comment, startDate, startTime, endDate, endTime, expensePolicy, name, businessPurpose, mainDestination, travelAgency, and the custom1-custom20 fields — any other field is silently ignored. Pass an unquoted null to clear a field."}},"hostedApiKey":"none"},"sap_concur_update_user":{"id":"sap_concur_update_user","name":"SAP Concur Update User","description":"Patch a user identity (PATCH /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM PATCH payload. Required: schemas: [\\"urn:ietf:params:scim:api:messages:2.0:PatchOp\\"] and Operations, an array of { op, path, value } where op is add, replace, or remove. If the target location is a multi-valued attribute and no filter is specified, the attribute and all values are replaced. Example: deactivate a user with { op: \\"replace\\", path: \\"active\\", value: false }."}},"hostedApiKey":"none"},"sap_concur_upload_exchange_rates":{"id":"sap_concur_upload_exchange_rates","name":"SAP Concur Upload Exchange Rates","description":"Bulk upload up to 100 custom exchange rates (POST /exchangerate/v4/rates). 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Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_customer":{"id":"sap_s4hana_update_customer","name":"SAP S/4HANA Update Customer","description":"Update fields on an A_Customer entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. A_Customer is limited to modifiable fields such as OrderIsBlockedForCustomer, DeliveryIsBlocked, BillingIsBlockedForCustomer (Edm.String reason codes like \\"01\\"), PostingIsBlocked, and DeletionIndicator (Edm.Boolean). If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"customer":{"type":"string","required":true,"visibility":"user-or-llm","description":"Customer key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Customer fields to update (e.g., {\\"OrderIsBlockedForCustomer\\":\\"01\\",\\"DeletionIndicator\\":false}). Block-reason fields are Edm.String codes, not booleans."},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_product":{"id":"sap_s4hana_update_product","name":"SAP S/4HANA Update Product","description":"Update fields on an A_Product entity in SAP S/4HANA Cloud (API_PRODUCT_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Flat scalar header fields only — deep/multi-entity updates across navigation properties are not supported by API_PRODUCT_SRV MERGE/PUT (see SAP KBA 2833338); update child entities (plant, valuation, sales data, etc.) via their own endpoints. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"product":{"type":"string","required":true,"visibility":"user-or-llm","description":"Product key to update (string, up to 40 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Product fields to update (e.g., {\\"ProductGroup\\":\\"L001\\",\\"IsMarkedForDeletion\\":false})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. 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If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseOrder key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseOrder fields to update (e.g., {\\"PurchasingGroup\\":\\"002\\",\\"PurchaseOrderDate\\":\\"/Date(1735689600000)/\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_purchase_requisition":{"id":"sap_s4hana_update_purchase_requisition","name":"SAP S/4HANA Update Purchase Requisition","description":"Update fields on an A_PurchaseRequisitionHeader entity in SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV; deprecated since S/4HANA 2402, successor is API_PURCHASEREQUISITION_2 OData v4). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates across navigations are not supported (SAP KBA 2833338); use the A_PurchaseReqnItem entity directly to modify items. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseRequisition":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseRequisition key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseRequisitionHeader fields to update (e.g., {\\"PurchaseRequisitionType\\":\\"NB\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_sales_order":{"id":"sap_s4hana_update_sales_order","name":"SAP S/4HANA Update Sales Order","description":"Update fields on an A_SalesOrder header in SAP S/4HANA Cloud (API_SALES_ORDER_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates to to_Item / to_Partner / to_PricingElement navigations are not supported (see SAP KBA 2833338); use A_SalesOrderItem operations for line-level changes. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrder key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_SalesOrder fields to update (e.g., {\\"PurchaseOrderByCustomer\\":\\"PO-12345\\",\\"HeaderBillingBlockReason\\":\\"01\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_supplier":{"id":"sap_s4hana_update_supplier","name":"SAP S/4HANA Update Supplier","description":"Update fields on an A_Supplier entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. A_Supplier is limited to modifiable fields such as PostingIsBlocked, PurchasingIsBlocked, PaymentIsBlockedForSupplier, DeletionIndicator, and SupplierAccountGroup; company-code/purchasing-org segments must be updated via the `to_SupplierCompany` / `to_SupplierPurchasingOrg` deep-update endpoints. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"supplier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Supplier key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Supplier fields to update (e.g., {\\"PaymentIsBlockedForSupplier\\":true,\\"PostingIsBlocked\\":true})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"search_tool":{"id":"search_tool","name":"Web Search","description":"Search the web. Returns the most relevant web results, including title, link, snippet, and date for each result.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query"}},"hostedApiKey":"none"},"secrets_manager_create_secret":{"id":"secrets_manager_create_secret","name":"Secrets Manager Create Secret","description":"Create a new secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the secret to create"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The secret value (plain text or JSON string)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the secret"}},"hostedApiKey":"none"},"secrets_manager_delete_secret":{"id":"secrets_manager_delete_secret","name":"Secrets Manager Delete Secret","description":"Delete a secret from AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to delete"},"recoveryWindowInDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days before permanent deletion (7-30, default 30)"},"forceDelete":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"If true, immediately delete without recovery window"}},"hostedApiKey":"none"},"secrets_manager_describe_secret":{"id":"secrets_manager_describe_secret","name":"Secrets Manager Describe Secret","description":"Retrieve full metadata for a secret in AWS Secrets Manager, including rotation configuration and replication status, without exposing the secret value","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to describe"}},"hostedApiKey":"none"},"secrets_manager_get_secret":{"id":"secrets_manager_get_secret","name":"Secrets Manager Get Secret","description":"Retrieve a secret value from AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to retrieve"},"versionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the version to retrieve"},"versionStage":{"type":"string","required":false,"visibility":"user-or-llm","description":"The staging label of the version to retrieve (e.g., AWSCURRENT, AWSPREVIOUS)"}},"hostedApiKey":"none"},"secrets_manager_list_secrets":{"id":"secrets_manager_list_secrets","name":"Secrets Manager List Secrets","description":"List secrets stored in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of secrets to return (1-100, default 100)"},"nextToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token from a previous request"}},"hostedApiKey":"none"},"secrets_manager_restore_secret":{"id":"secrets_manager_restore_secret","name":"Secrets Manager Restore Secret","description":"Cancel a scheduled deletion for a secret in AWS Secrets Manager, restoring access to it","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to restore"}},"hostedApiKey":"none"},"secrets_manager_rotate_secret":{"id":"secrets_manager_rotate_secret","name":"Secrets Manager Rotate Secret","description":"Start or reconfigure rotation for a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to rotate"},"clientRequestToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency token for the new secret version (32-64 characters)"},"rotationLambdaARN":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the Lambda function that performs rotation (omit for managed rotation)"},"automaticallyAfterDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days between rotations (1-1000). Mutually exclusive with schedule expression"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"Length of the rotation window in hours, e.g. \\"3h\\""},"scheduleExpression":{"type":"string","required":false,"visibility":"user-or-llm","description":"A cron() or rate() expression defining the rotation schedule"},"rotateImmediately":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to rotate immediately (default true) or wait for the next scheduled window"}},"hostedApiKey":"none"},"secrets_manager_tag_resource":{"id":"secrets_manager_tag_resource","name":"Secrets Manager Tag Resource","description":"Attach tags to a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to tag"},"tags":{"type":"json","required":true,"visibility":"user-or-llm","description":"Tags to attach, as an array of {key, value} pairs (max 50)"}},"hostedApiKey":"none"},"secrets_manager_untag_resource":{"id":"secrets_manager_untag_resource","name":"Secrets Manager Untag Resource","description":"Remove tags from a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to untag"},"tagKeys":{"type":"json","required":true,"visibility":"user-or-llm","description":"Tag keys to remove, as an array of strings (max 50)"}},"hostedApiKey":"none"},"secrets_manager_update_secret":{"id":"secrets_manager_update_secret","name":"Secrets Manager Update Secret","description":"Update the value of an existing secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to update"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new secret value (plain text or JSON string)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description of the secret"}},"hostedApiKey":"none"},"semrush_backlinks":{"id":"semrush_backlinks","name":"Semrush Backlinks","description":"List the backlinks pointing at a domain, subdomain, or URL, with source page, anchor, and authority.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Semrush API key"},"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"Root domain, subdomain, or URL to analyze"},"targetType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope of the target: root_domain, domain, or url. 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Defaults to root_domain"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of rows to return, capped at 100,000"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of rows to skip, for pagination"},"displaySort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order, for example backlinks_num_desc or domains_num_desc"}},"hostedApiKey":"none"},"semrush_backlinks_competitors":{"id":"semrush_backlinks_competitors","name":"Semrush Backlink Competitors","description":"List domains with a backlink profile similar to the target, ranked by shared referring domains.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Semrush API key"},"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"Root domain, subdomain, or URL to analyze"},"targetType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope of the target: root_domain, domain, or url. 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When paginating with pageToken, pass the same pageSize used on the first request to keep page boundaries consistent."},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response (nextPageToken) to fetch the next page"}},"hostedApiKey":"none"},"sendgrid_remove_contacts_from_list":{"id":"sendgrid_remove_contacts_from_list","name":"SendGrid Remove Contacts from List","description":"Remove contacts from a specific list in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"},"contactIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated contact IDs to remove from the list"}},"hostedApiKey":"none"},"sendgrid_search_contacts":{"id":"sendgrid_search_contacts","name":"SendGrid Search Contacts","description":"Search for contacts in SendGrid using a query","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query (e.g., \\"email LIKE \'%example.com%\' AND CONTAINS(list_ids, \'list-id\')\\")"}},"hostedApiKey":"none"},"sendgrid_send_mail":{"id":"sendgrid_send_mail","name":"SendGrid Send Mail","description":"Send an email using SendGrid API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender email address (must be verified in SendGrid)"},"fromName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sender name"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"toName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recipient name"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email subject (required unless using a template with pre-defined subject)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email body content (required unless using a template with pre-defined content)"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type (text/plain or text/html)"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC email address"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC email address"},"replyTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to email address"},"replyToName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to name"},"attachments":{"type":"file[]","required":false,"visibility":"user-or-llm","description":"Files to attach to the email (UserFile objects)"},"templateId":{"type":"string","required":false,"visibility":"user-or-llm","description":"SendGrid template ID to use"},"dynamicTemplateData":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of dynamic template data"}},"hostedApiKey":"none"},"sentry_events_get":{"id":"sentry_events_get","name":"Get Event","description":"Retrieve detailed information about a specific Sentry event by its ID. Returns complete event details including stack traces, breadcrumbs, context, and user information.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project (e.g., \\"my-project\\")"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the event to retrieve (e.g., \\"abc123def456\\")"}},"hostedApiKey":"none"},"sentry_events_list":{"id":"sentry_events_list","name":"List Events","description":"List events from a Sentry project. Can be filtered by issue ID, query, or time period. Returns event details including context, tags, and user information.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to list events from (e.g., \\"my-project\\")"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter events by a specific issue ID (e.g., \\"12345\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter events. Only applied when an Issue ID is provided (the issue events endpoint); the project events endpoint ignores it. Supports Sentry search syntax (e.g., \\"user.email:*@example.com\\")"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of events to return per page (max: 100)"},"statsPeriod":{"type":"string","required":false,"visibility":"user-only","description":"Time period to query (e.g., \\"24h\\", \\"7d\\", \\"14d\\"). Cannot be combined with absolute start/end."}},"hostedApiKey":"none"},"sentry_issues_get":{"id":"sentry_issues_get","name":"Get Issue","description":"Retrieve detailed information about a specific Sentry issue by its ID. Returns complete issue details including metadata, tags, and statistics.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"issueId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the issue to retrieve (e.g., \\"12345\\")"}},"hostedApiKey":"none"},"sentry_issues_list":{"id":"sentry_issues_list","name":"List Issues","description":"List issues from Sentry for a specific organization and optionally a specific project. Returns issue details including status, error counts, and last seen timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter issues by numeric project ID (e.g., \\"4501234\\"). This organization-scoped endpoint requires the numeric project ID, not the project slug."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter issues. Supports Sentry search syntax (e.g., \\"is:unresolved\\", \\"level:error\\")"},"statsPeriod":{"type":"string","required":false,"visibility":"user-only","description":"Time window for the per-issue stats series (e.g., \\"24h\\", \\"14d\\"). Note: this controls the stats returned with each issue, not which issues are returned — use the query (e.g., \\"age:-7d\\", \\"lastSeen:-24h\\") to filter results."},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of issues to return per page (max: 100)"},"status":{"type":"string","required":false,"visibility":"user-only","description":"Filter by issue status: unresolved, resolved, or ignored. The legacy \\"ignored\\"/\\"muted\\" values map to Sentry\'s current \\"archived\\" search token."},"sort":{"type":"string","required":false,"visibility":"user-only","description":"Sort order: date, new, trends, freq, or user (default: date)"}},"hostedApiKey":"none"},"sentry_issues_update":{"id":"sentry_issues_update","name":"Update Issue","description":"Update a Sentry issue by changing its status, assignment, bookmark state, or other properties. Returns the updated issue details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"issueId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the issue to update (e.g., \\"12345\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status for the issue: resolved, unresolved, ignored, or resolvedInNextRelease"},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor to assign the issue to, in the form \\"user:<id>\\" or \\"team:<id>\\" (a bare username or email is also accepted). Use an empty string to unassign."},"isBookmarked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to bookmark the issue"},"isSubscribed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to subscribe to issue updates"},"isPublic":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether the issue should be publicly visible"}},"hostedApiKey":"none"},"sentry_projects_create":{"id":"sentry_projects_create","name":"Create Project","description":"Create a new Sentry project in an organization. Requires a team to associate the project with. Returns the created project details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the project"},"teamSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the team that will own this project"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL-friendly project identifier (auto-generated from name if not provided)"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"Platform/language for the project (e.g., javascript, python, node, react-native). If not specified, defaults to \\"other\\""},"defaultRules":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to create default alert rules (default: true)"}},"hostedApiKey":"none"},"sentry_projects_get":{"id":"sentry_projects_get","name":"Get Project","description":"Retrieve detailed information about a specific Sentry project by its slug. Returns complete project details including teams, features, and configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to retrieve (e.g., \\"my-project\\")"}},"hostedApiKey":"none"},"sentry_projects_list":{"id":"sentry_projects_list","name":"List Projects","description":"List all projects in a Sentry organization. Returns project details including name, platform, teams, and configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of projects to return per page (default: 25, max: 100)"}},"hostedApiKey":"none"},"sentry_projects_update":{"id":"sentry_projects_update","name":"Update Project","description":"Update a Sentry project by changing its name, slug, platform, or other settings. Returns the updated project details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to update (e.g., \\"my-project\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the project"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"New URL-friendly project identifier"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"New platform/language for the project (e.g., javascript, python, node)"},"isBookmarked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to bookmark the project"},"digestsMinDelay":{"type":"number","required":false,"visibility":"user-only","description":"Minimum delay (in seconds) for digest notifications"},"digestsMaxDelay":{"type":"number","required":false,"visibility":"user-only","description":"Maximum delay (in seconds) for digest notifications"}},"hostedApiKey":"none"},"sentry_releases_create":{"id":"sentry_releases_create","name":"Create Release","description":"Create a new release in Sentry. A release is a version of your code deployed to an environment. Can include commit information and associated projects. Returns the created release details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier for the release (e.g., \\"2.0.0\\", \\"my-app@1.0.0\\", or a git commit SHA)"},"projects":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of project slugs to associate with this release"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git reference (commit SHA, tag, or branch) for this release"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the release (e.g., GitHub release page)"},"dateReleased":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the release was deployed (defaults to current time)"},"commits":{"type":"string","required":false,"visibility":"user-only","description":"JSON array of commit objects with id, repository (optional), and message (optional). Example: [{\\"id\\":\\"abc123\\",\\"message\\":\\"Fix bug\\"}]"}},"hostedApiKey":"none"},"sentry_releases_deploy":{"id":"sentry_releases_deploy","name":"Create Deploy","description":"Create a deploy record for a Sentry release in a specific environment. Deploys track when and where releases are deployed. Returns the created deploy details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier of the release being deployed (e.g., \\"1.0.0\\" or \\"abc123\\")"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment name where the release is being deployed (e.g., \\"production\\", \\"staging\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional name for this deploy (e.g., \\"Deploy v2.0 to Production\\")"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the deploy (e.g., CI/CD pipeline URL)"},"dateStarted":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy started (defaults to current time)"},"dateFinished":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy finished"}},"hostedApiKey":"none"},"sentry_releases_list":{"id":"sentry_releases_list","name":"List Releases","description":"List releases for a Sentry organization or project. Returns release details including version, commits, deploy information, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter releases by numeric project ID (e.g., \\"4501234\\"). This organization-scoped endpoint requires the numeric project ID, not the project slug."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter releases (e.g., \\"1.0\\" to match version patterns)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of releases to return per page (default: 25, max: 100)"}},"hostedApiKey":"none"},"sentry_teams_list":{"id":"sentry_teams_list","name":"List Teams","description":"List all teams in a Sentry organization. Useful for discovering the team slug required when creating a project. Returns team details including slug, name, member count, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter teams by name or slug"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of teams to return per page (default: 25, max: 100)"}},"hostedApiKey":"none"},"serper_search":{"id":"serper_search","name":"Web Search","description":"A powerful web search tool that provides access to Google search results through Serper.dev API. Supports different types of searches including regular web search, news, places, images, videos, and shopping. Returns comprehensive results including organic results, knowledge graph, answer box, people also ask, related searches, and top stories.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (e.g., \\"latest AI news\\", \\"best restaurants in NYC\\")"},"num":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 20, 50)"},"gl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results (e.g., \\"us\\", \\"uk\\", \\"de\\", \\"fr\\")"},"hl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code for search results (e.g., \\"en\\", \\"es\\", \\"de\\", \\"fr\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of search to perform. Must be one of \\"search\\", \\"news\\", \\"places\\", \\"images\\", \\"videos\\", \\"shopping\\", \\"scholar\\", \\"patents\\" — any other value is rejected."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Serper API Key"}},"hostedApiKey":"always"},"servicenow_add_incident_comment":{"id":"servicenow_add_incident_comment","name":"Add ServiceNow Incident Comment","description":"Append an internal work note or a customer-visible additional comment to a ServiceNow incident. Both are journal fields, so the text is appended rather than replacing earlier entries.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"comment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text to append to the journal field."},"commentField":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which journal field to write to: \\"work_notes\\" for an internal note (default) or \\"comments\\" for a customer-visible additional comment."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_aggregate":{"id":"servicenow_aggregate","name":"Aggregate ServiceNow Records","description":"Compute aggregate statistics (count, sum, average, min, max, group by) over a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, change_request, task)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string to filter records before aggregating (e.g., \\"active=true\\")"},"count":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return the count of matching records"},"groupBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to group results by (e.g., category,priority)"},"avgFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to average (e.g., reassignment_count)"},"sumFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to sum"},"minFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the minimum of"},"maxFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the maximum of"},"having":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter on aggregate results, written as aggregate^field^operator^value and comma-separated for more than one (e.g., \\"count^priority^>^3\\" or \\"count^state^=^1,avg^priority^>^3\\")"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for grouped reference fields: \\"true\\", \\"false\\", or \\"all\\""}},"hostedApiKey":"none"},"servicenow_close_incident":{"id":"servicenow_close_incident","name":"Close ServiceNow Incident","description":"Move a ServiceNow incident to Closed (state 7) with a resolution code and resolution notes. Which roles may close an incident is instance-configurable, so the credential may need elevated rights.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"closeCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution code (close_code). This is a choice field whose values are configured per instance — read the choice list on your incident table and pass one of its values."},"closeNotes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution notes (close_notes) documenting how the incident was resolved."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional internal work note to append."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_create_change_request":{"id":"servicenow_create_change_request","name":"Create ServiceNow Change Request","description":"Create a change request in ServiceNow. Reference fields (assignment group, assigned to, requested by, configuration item) take sys_ids unless input display value is enabled.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"shortDescription":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short description — the one-line summary of the change."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Detailed description of the change."},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change type: \\"normal\\", \\"standard\\", or \\"emergency\\"."},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change category."},"risk":{"type":"string","required":false,"visibility":"user-or-llm","description":"Risk coded value. The choice list is configured per instance."},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact: 1 (High), 2 (Medium), or 3 (Low)."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority coded value 1-5 (1 Critical … 5 Planning)."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignment group (assignment_group) — sys_id of the sys_user_group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assigned to (assigned_to) — sys_id of the sys_user."},"requestedBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Requested by (requested_by) — sys_id of the sys_user."},"cmdbCi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Configuration item (cmdb_ci) — sys_id of the CI being changed."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned start date (start_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned end date (end_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"justification":{"type":"string","required":false,"visibility":"user-or-llm","description":"Justification for making the change."},"implementationPlan":{"type":"string","required":false,"visibility":"user-or-llm","description":"Implementation plan."},"backoutPlan":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backout plan."},"testPlan":{"type":"string","required":false,"visibility":"user-or-llm","description":"Test plan."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_create_incident":{"id":"servicenow_create_incident","name":"Create ServiceNow Incident","description":"Create an incident in ServiceNow. Reference fields (caller, assignment group, assigned to, configuration item) take sys_ids unless input display value is enabled.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"shortDescription":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short description — the one-line summary of the incident."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Detailed description of the incident."},"callerId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Caller (caller_id) — sys_id of the sys_user who reported the incident. Use Find ServiceNow User to resolve an email address to a sys_id."},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"Category (e.g., inquiry, software, hardware, network, database)."},"subcategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subcategory, valid for the selected category."},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact: 1 (High), 2 (Medium), or 3 (Low)."},"urgency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Urgency: 1 (High), 2 (Medium), or 3 (Low)."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority 1-5 (1 Critical … 5 Planning). Normally derived from impact and urgency, so prefer setting those."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Incident state coded value. Base system: 1=New, 2=In Progress, 3=On Hold, 6=Resolved, 7=Closed, 8=Canceled. Defaults to New."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignment group (assignment_group) — sys_id of the sys_user_group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assigned to (assigned_to) — sys_id of the sys_user."},"cmdbCi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Configuration item (cmdb_ci) — sys_id of the affected CI."},"businessService":{"type":"string","required":false,"visibility":"user-or-llm","description":"Service (business_service) — sys_id of the affected business service."},"contactType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Channel (contact_type), e.g., email, phone, self-service, chat."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal work note to record on creation."},"comments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Customer-visible additional comment to record on creation."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_create_record":{"id":"servicenow_create_record","name":"Create ServiceNow Record","description":"Create a new record in a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user)"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to set on the record as JSON object (e.g., {\\"short_description\\": \\"Issue title\\", \\"priority\\": \\"1\\"})"}},"hostedApiKey":"none"},"servicenow_delete_record":{"id":"servicenow_delete_record","name":"Delete ServiceNow Record","description":"Delete a record from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record sys_id to delete (e.g., 6816f79cc0a8016401c5a33be04be441)"}},"hostedApiKey":"none"},"servicenow_download_attachment":{"id":"servicenow_download_attachment","name":"Download ServiceNow Attachment","description":"Download an attachment file from ServiceNow by its sys_id","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"attachmentSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the attachment to download (from List Attachments)"}},"hostedApiKey":"none"},"servicenow_find_user":{"id":"servicenow_find_user","name":"Find ServiceNow User","description":"Look up ServiceNow users by email, user name, or display name. Use this to resolve the sys_id needed by reference fields such as caller_id, assigned_to, and approver.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact email address to match."},"userName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact user name (user_name) to match."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the display name using the ServiceNow LIKE operator, which matches anywhere in the field."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") users."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_get_change_next_states":{"id":"servicenow_get_change_next_states","name":"Get ServiceNow Change Next States","description":"Read the states a ServiceNow change request can actually move to next, with the instance\'s own state-to-label map and the conditions each transition still has to meet. Use this instead of assuming the base-system state codes, which a customized change model can change.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"changeSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the change request. Use Get ServiceNow Change Request to resolve a CHG number to its sys_id."}},"hostedApiKey":"none"},"servicenow_get_change_request":{"id":"servicenow_get_change_request","name":"Get ServiceNow Change Request","description":"Retrieve a single ServiceNow change request by number (e.g., CHG0030001) or sys_id. Reference fields are returned with both their sys_id and their label by default.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record sys_id. Provide either this or the record number."},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001). Provide either this or the sys_id."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_get_ci":{"id":"servicenow_get_ci","name":"Get ServiceNow Configuration Item","description":"Retrieve a configuration item and its CMDB relationships through the CMDB Instance API. Returns the CI attributes plus its inbound and outbound relations, each carrying the related CI and the relationship type.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"ciClass":{"type":"string","required":true,"visibility":"user-or-llm","description":"CMDB class (table) the CI belongs to, e.g., cmdb_ci_linux_server. Read it from the sys_class_name field returned by Search ServiceNow Configuration Items."},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the configuration item to retrieve."}},"hostedApiKey":"none"},"servicenow_get_incident":{"id":"servicenow_get_incident","name":"Get ServiceNow Incident","description":"Retrieve a single ServiceNow incident by number (e.g., INC0010001) or sys_id. Reference fields are returned with both their sys_id and their label by default.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record sys_id. Provide either this or the record number."},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001). Provide either this or the sys_id."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_get_knowledge_article":{"id":"servicenow_get_knowledge_article","name":"Get ServiceNow Knowledge Article","description":"Retrieve the full content of a ServiceNow knowledge article by sys_id or KB number through the Knowledge Management API.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"articleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id or KB number of the knowledge article (e.g., KB0000011)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated kb_knowledge fields to include alongside the article content (e.g., workflow_state,author)."},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter ISO 639-1 language code. Only applies when the article is addressed by KB number and a translation exists."},"updateView":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to increment the article view count and record an entry in the Knowledge Use [kb_use] table."}},"hostedApiKey":"none"},"servicenow_get_requested_item":{"id":"servicenow_get_requested_item","name":"Get ServiceNow Requested Item","description":"Retrieve a single ServiceNow requested item (RITM) by number (e.g., RITM0010001) or sys_id from the Requested Item [sc_req_item] table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record sys_id. Provide either this or the record number."},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001). Provide either this or the sys_id."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_approvals":{"id":"servicenow_list_approvals","name":"List ServiceNow Approvals","description":"List approval records from the ServiceNow Approval [sysapproval_approver] table. Defaults to the \\"requested\\" state, which is what a user\'s pending approvals look like.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"approverSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the approver (sys_user) whose approvals should be listed. Use Find ServiceNow User to resolve an email address to a sys_id."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Approval state: \\"requested\\" (pending, the default), \\"approved\\", or \\"rejected\\". Pass an empty string with a custom query to list every state."},"approvalFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the record being approved, matched against the sysapproval reference field."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_attachments":{"id":"servicenow_list_attachments","name":"List ServiceNow Attachments","description":"List the attachments on a ServiceNow record","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table that owns the record (e.g., incident, change_request)"},"recordSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record whose attachments should be listed"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of attachments to return"}},"hostedApiKey":"none"},"servicenow_list_catalog_items":{"id":"servicenow_list_catalog_items","name":"List ServiceNow Catalog Items","description":"Browse or search the ServiceNow service catalog. Returns each item with its sys_id, name, description, type, category, and catalogs, which is what Order ServiceNow Catalog Item needs.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to search for in the catalog items (e.g., \\"iPhone\\")."},"catalogSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a specific catalog, by catalog sys_id."},"categorySysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a specific category, by category sys_id."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to return (sysparm_limit)."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to skip for pagination (sysparm_offset)."}},"hostedApiKey":"none"},"servicenow_list_change_requests":{"id":"servicenow_list_change_requests","name":"List ServiceNow Change Requests","description":"Search ServiceNow change requests by state, type, risk, assignment, or text. All filters are ANDed together.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the change short description using the ServiceNow LIKE operator, which matches anywhere in the field."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change state coded value. Base system: -5=New, -4=Assess, -3=Authorize, -2=Scheduled, -1=Implement, 0=Review, 3=Closed, 4=Canceled."},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change type: \\"normal\\", \\"standard\\", or \\"emergency\\"."},"risk":{"type":"string","required":false,"visibility":"user-or-llm","description":"Risk coded value. The choice list is configured per instance."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assignment group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assigned user."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") change requests."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_change_tasks":{"id":"servicenow_list_change_tasks","name":"List ServiceNow Change Tasks","description":"List the change tasks belonging to a ServiceNow change request, via the Change Management API. Every field is returned as {value, display_value}, so a reference field carries both its sys_id and its label. This endpoint is not the Table API: the shape is fixed with no display-value option, and the results come back under `tasks` rather than the `records` the other list operations use.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"changeSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the change request whose tasks should be listed."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"ServiceNow encoded query used to filter the tasks (e.g., \\"active=true^ORDERBYnumber\\")."},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort the returned tasks by."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of tasks to return (sysparm_limit). ServiceNow defaults to 500."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tasks to skip for pagination (sysparm_offset)."}},"hostedApiKey":"none"},"servicenow_list_ci_relationships":{"id":"servicenow_list_ci_relationships","name":"List ServiceNow CI Relationships","description":"List rows from the CI Relationship [cmdb_rel_ci] table for a configuration item. Each row carries the parent CI, the child CI, and the relationship type.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"ciSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the configuration item whose relationships should be listed."},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which side of the relationship the CI sits on: \\"parent\\", \\"child\\", or \\"both\\" (default). \\"both\\" matches rows where the CI is either the parent or the child."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). 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Each row links a user to a group, so use it to find who can be assigned work for an assignment group.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"groupSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the sys_user_group whose members should be listed."},"groupName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact group name, resolved against the referenced group record. Provide this or the group sys_id."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_incidents":{"id":"servicenow_list_incidents","name":"List ServiceNow Incidents","description":"Search ServiceNow incidents by state, priority, assignment, caller, or text. All filters are ANDed together.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the incident short description using the ServiceNow LIKE operator, which matches anywhere in the field."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Incident state coded value. Base system: 1=New, 2=In Progress, 3=On Hold, 6=Resolved, 7=Closed, 8=Canceled."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority coded value 1-5 (1 Critical … 5 Planning)."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assignment group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assigned user."},"callerId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the caller."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") incidents."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_requested_items":{"id":"servicenow_list_requested_items","name":"List ServiceNow Requested Items","description":"List requested items (RITMs) from the ServiceNow Requested Item [sc_req_item] table, optionally scoped to a parent request or a catalog item. To scope by requester, pass an encoded query against the parent request, for example \\"request.requested_for=<sys_id>\\".","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"requestSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the parent request (sc_request) whose items should be listed."},"catalogItemSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the catalog item (cat_item) to filter by."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") requested items."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_order_catalog_item":{"id":"servicenow_order_catalog_item","name":"Order ServiceNow Catalog Item","description":"Submit a service catalog request for a catalog item using the Service Catalog API order_now endpoint. Returns the generated request number and sys_id.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"catalogItemSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the catalog item to order. Use List ServiceNow Catalog Items to find it."},"quantity":{"type":"number","required":false,"visibility":"user-or-llm","description":"Quantity to order. Must not be negative. Defaults to 1."},"requestedFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the sys_user the item is ordered for. Ordering on behalf of another user is governed by the glide.sc.req_for.roles instance properties."},"variables":{"type":"json","required":false,"visibility":"user-or-llm","description":"Name-value pairs for the catalog item variables, as a JSON object (e.g., {\\"data_plan\\": \\"500MB\\"}). All variables the item marks mandatory must be supplied."}},"hostedApiKey":"none"},"servicenow_read_record":{"id":"servicenow_read_record","name":"Read ServiceNow Records","description":"Read records from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific record sys_id (e.g., 6816f79cc0a8016401c5a33be04be441)"},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string (e.g., \\"active=true^priority=1\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (e.g., 0, 10, 20)"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., sys_id,number,short_description,state)"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for reference fields: \\"true\\" (display only), \\"false\\" (sys_id only), or \\"all\\" (both)"}},"hostedApiKey":"none"},"servicenow_resolve_incident":{"id":"servicenow_resolve_incident","name":"Resolve ServiceNow Incident","description":"Move a ServiceNow incident to Resolved (state 6) with a resolution code and resolution notes.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"closeCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution code (close_code). This is a choice field whose values are configured per instance — read the choice list on your incident table and pass one of its values."},"closeNotes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution notes (close_notes) documenting how the incident was resolved."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional internal work note to append."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_search_cis":{"id":"servicenow_search_cis","name":"Search ServiceNow Configuration Items","description":"Search the ServiceNow CMDB for configuration items. Defaults to the base cmdb_ci table, which returns CIs of every class; pass a CI class to scope the search to a subclass such as cmdb_ci_linux_server.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"ciClass":{"type":"string","required":false,"visibility":"user-or-llm","description":"CMDB class (table) to search, e.g., cmdb_ci_linux_server or cmdb_ci_app_server. Defaults to cmdb_ci, which covers every CI class."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the CI name using the ServiceNow LIKE operator, which matches anywhere in the field."},"operationalStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Operational status coded value (operational_status). The choice list is configured per instance."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_search_knowledge":{"id":"servicenow_search_knowledge","name":"Search ServiceNow Knowledge","description":"Search ServiceNow knowledge base articles through the Knowledge Management API. Returns ranked results with a snippet and the article number, which Get ServiceNow Knowledge Article accepts to fetch the full body.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to search for across knowledge articles."},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query used to filter the results, against the Knowledge [kb_knowledge] table (e.g., \\"workflow_state=published\\")."},"knowledgeBaseSysIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated knowledge base sys_ids (from kb_knowledge_base) to restrict results to."},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated ISO 639-1 language codes to restrict results to, or \\"all\\". Defaults to the session language."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated kb_knowledge fields to include in each result (e.g., workflow_state,kb_category)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of articles to return. ServiceNow defaults to 30."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of articles to skip for pagination."}},"hostedApiKey":"none"},"servicenow_update_approval":{"id":"servicenow_update_approval","name":"Approve or Reject ServiceNow Approval","description":"Approve or reject a ServiceNow approval record by setting its state on the Approval [sysapproval_approver] table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"approvalSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the approval record on the sysapproval_approver table. Use List ServiceNow Approvals to find it."},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"Decision to record: \\"approved\\" or \\"rejected\\"."},"comments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment to record alongside the decision. This is a journal field."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_update_change_request":{"id":"servicenow_update_change_request","name":"Update ServiceNow Change Request","description":"Update fields on an existing ServiceNow change request. Only the fields you supply are changed. Use Move ServiceNow Change State for state transitions.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"shortDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"New short description."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New detailed description."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change state coded value. Base system: -5=New, -4=Assess, -3=Authorize, -2=Scheduled, -1=Implement, 0=Review, 3=Closed, 4=Canceled."},"risk":{"type":"string","required":false,"visibility":"user-or-llm","description":"Risk coded value. The choice list is configured per instance."},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact: 1 (High), 2 (Medium), or 3 (Low)."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority coded value 1-5 (1 Critical … 5 Planning)."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignment group (assignment_group) — sys_id of the sys_user_group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assigned to (assigned_to) — sys_id of the sys_user."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned start date (start_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned end date (end_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"closeCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close code: \\"successful\\", \\"successful_issues\\", or \\"unsuccessful\\". Required when closing a change."},"closeNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close notes describing the outcome of the change."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal work note to append."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_update_change_state":{"id":"servicenow_update_change_state","name":"Move ServiceNow Change State","description":"Move a ServiceNow change request to another state. 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Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the alerting saved search (e.g. Errors in the last 24 hours). Use - to return the fired alerts of every saved search — this endpoint documents \\"Request parameters: None\\", so there is no count or offset to bound that with. Name one saved search unless you really want all of them."}},"hostedApiKey":"none"},"splunk_get_saved_search":{"id":"splunk_get_saved_search","name":"Splunk Get Saved Search","description":"Get the configuration of a single Splunk saved search by name, including its SPL, schedule, and alert settings.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the saved search (e.g. Errors in the last 24 hours)"}},"hostedApiKey":"none"},"splunk_get_search_job":{"id":"splunk_get_search_job","name":"Splunk Get Search Job","description":"Get the status and progress of a Splunk search job by search ID, including dispatch state, completion progress, and event/result counts.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"sid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search ID of the job to inspect (e.g. 1457683115.100)"}},"hostedApiKey":"none"},"splunk_get_search_results":{"id":"splunk_get_search_results","name":"Splunk Get Search Results","description":"Fetch the transformed results of a completed Splunk search job by search ID, with pagination.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"sid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search ID of the job whose results to fetch (e.g. 1457683115.100)"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of result rows to return. Defaults to 100. Page through larger result sets with offset rather than raising this — a completed job can hold millions of rows. 0 is rejected here even though Splunk reads it as \\"every row\\"."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"First result row (0-indexed) from which to begin returning data"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return for each row (e.g. _time,host,source). Returns all fields when omitted."},"addSummaryToMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include field summary statistics in the response"}},"hostedApiKey":"none"},"splunk_list_apps":{"id":"splunk_list_apps","name":"Splunk List Apps","description":"List the apps installed on the Splunk instance with their label, version, author, and enabled state.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of apps to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first app to return, for pagination"}},"hostedApiKey":"none"},"splunk_list_fired_alerts":{"id":"splunk_list_fired_alerts","name":"Splunk List Fired Alerts","description":"List the saved searches with currently triggered (unexpired) Splunk alerts and how many times each has fired.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of entries to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first entry to return, for pagination"}},"hostedApiKey":"none"},"splunk_list_indexes":{"id":"splunk_list_indexes","name":"Splunk List Indexes","description":"List the indexes configured on the Splunk instance with their size, event count, and retention settings.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"datatype":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter indexes by type: all, event, or metric. Splunk defaults to event, so pass all to include metric indexes."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of indexes to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first entry to return, for pagination"}},"hostedApiKey":"none"},"splunk_list_saved_searches":{"id":"splunk_list_saved_searches","name":"Splunk List Saved Searches","description":"List saved searches and reports configured in Splunk, including their SPL, schedule, and alert configuration.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter saved searches. A bare term matches as a substring across fields (e.g. Errors); field_name=field_value matches one field (e.g. is_scheduled=1)."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of saved searches to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first saved search to return, for pagination"}},"hostedApiKey":"none"},"splunk_run_search":{"id":"splunk_run_search","name":"Splunk Run Search","description":"Run an SPL search synchronously and return its results in a single call (oneshot mode). A oneshot search buffers the whole result set in one response with no paging, so use it for short searches; for anything large use Create Search Job with Get Search Results, which defaults to 100 rows and pages with offset.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"search":{"type":"string","required":true,"visibility":"user-or-llm","description":"SPL search string (e.g. index=main error | stats count by host). The leading \\"search\\" command is added automatically when omitted."},"earliestTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest (inclusive) time bound — relative (e.g. -24h, -7d@d) or absolute epoch/formatted time"},"latestTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest (exclusive) time bound — relative (e.g. now) or absolute time"},"adhocSearchLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search mode: verbose, fast, or smart. Defaults to fast."},"autoCancel":{"type":"number","required":false,"visibility":"user-or-llm","description":"Cancel the search after this many seconds of inactivity (e.g. 60). 0 never auto-cancels."},"maxCount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of events accessible in any given status bucket, and in transforming mode the maximum number of results to store. Defaults to 10000."}},"hostedApiKey":"none"},"sportmonks_core_get_cities":{"id":"sportmonks_core_get_cities","name":"Get Cities","description":"Retrieve all cities from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. region)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filters to apply"},"per_page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results per page (max 50, default 25)"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number to retrieve"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order direction (asc or desc)"}},"hostedApiKey":"none"},"sportmonks_core_get_city":{"id":"sportmonks_core_get_city","name":"Get City by ID","description":"Retrieve a single city by its ID from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"cityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique id of the city"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. region)"}},"hostedApiKey":"none"},"sportmonks_core_get_continent":{"id":"sportmonks_core_get_continent","name":"Get Continent by ID","description":"Retrieve a single continent by its ID from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"continentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique id of the continent"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. countries)"}},"hostedApiKey":"none"},"sportmonks_core_get_continents":{"id":"sportmonks_core_get_continents","name":"Get Continents","description":"Retrieve all continents from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. countries)"},"per_page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results per page (max 50, default 25)"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number 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Sent to the API as an array."},"industryCodes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Industry codes — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country name"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province"},"metroRegion":{"type":"string","required":false,"visibility":"user-or-llm","description":"US/Canada metro region"},"revenueMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum annual revenue in thousands USD"},"revenueMax":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum annual revenue in thousands USD"},"employeeRangeMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum employee count"},"employeeRangeMax":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum employee count"},"excludeDefunctCompanies":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Exclude inactive companies"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order (asc or desc)"}},"hostedApiKey":"none"},"zoominfo_search_contacts":{"id":"zoominfo_search_contacts","name":"ZoomInfo Search Contacts","description":"Search ZoomInfo for contacts (people) by name, job title, company, and other filters. Does not return emails or phone numbers — use Enrich Contacts for engagement data.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"fullName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Full name"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"managementLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Management level — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"companyId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ZoomInfo company ID"},"companyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name"},"contactAccuracyScoreMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum accuracy score (70-99)"},"requiredFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fields that must exist in results — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"excludePartialProfiles":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Exclude partial profiles"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order (asc or desc)"}},"hostedApiKey":"none"},"zoominfo_search_intent":{"id":"zoominfo_search_intent","name":"ZoomInfo Search Intent","description":"Search for companies showing intent signals on specific topics.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"topics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Up to 50 intent topics as JSON array or comma-separated list (e.g. [\\"CRM Software\\",\\"Marketing Automation\\"])"},"signalStartDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest signal date (YYYY-MM-DD)"},"signalEndDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest signal date (YYYY-MM-DD)"},"signalScoreMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum signal score (60-100)"},"signalScoreMax":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum signal score (60-100)"},"audienceStrengthMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Minimum audience strength (A-E, A is largest)"},"audienceStrengthMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum audience strength (A-E, A is largest)"},"findRecommendedContacts":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include recommended contacts (default true)"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country filter"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"State filter"},"industryCodes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Industry codes — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"}},"hostedApiKey":"none"},"zoominfo_search_news":{"id":"zoominfo_search_news","name":"ZoomInfo Search News","description":"Search ZoomInfo news articles by category, URL, or date range.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"categories":{"type":"string","required":false,"visibility":"user-or-llm","description":"News categories as JSON array or comma-separated list"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"News source URLs as JSON array or comma-separated list"},"pageDateMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest publish date (YYYY-MM-DD)"},"pageDateMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest publish date (YYYY-MM-DD)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"}},"hostedApiKey":"none"}}'
 )
 
 export default toolMetadata
diff --git a/apps/sim/tools/knowledge/search.ts b/apps/sim/tools/knowledge/search.ts
index e9ace201d2e..511fb91d26f 100644
--- a/apps/sim/tools/knowledge/search.ts
+++ b/apps/sim/tools/knowledge/search.ts
@@ -47,7 +47,7 @@ export const knowledgeSearchTool: InternalToolConfig<any, KnowledgeSearchRespons
       required: false,
       visibility: 'user-only',
       description:
-        "Retrieval mode: 'vector' (default) uses semantic similarity only, 'hybrid' also runs a full-text leg and fuses both",
+        "Retrieval mode: 'hybrid' (default) fuses a full-text leg with semantic similarity, 'vector' uses semantic similarity only",
     },
     rerankerEnabled: {
       type: 'boolean',
@@ -121,7 +121,9 @@ export const knowledgeSearchTool: InternalToolConfig<any, KnowledgeSearchRespons
         query: params.query,
         topK: params.topK ? Math.max(1, Math.min(100, Number(params.topK))) : 10,
         ...(structuredFilters.length > 0 && { tagFilters: structuredFilters }),
-        ...(params.searchMode === 'hybrid' && { searchMode: 'hybrid' }),
+        ...((params.searchMode === 'hybrid' || params.searchMode === 'vector') && {
+          searchMode: params.searchMode,
+        }),
         ...(rerankerEnabled && {
           rerankerEnabled: true,
           rerankerModel,
diff --git a/packages/sim-cli/src/generated/v2-api.ts b/packages/sim-cli/src/generated/v2-api.ts
index 82a31c11c9f..64a054f63cf 100644
--- a/packages/sim-cli/src/generated/v2-api.ts
+++ b/packages/sim-cli/src/generated/v2-api.ts
@@ -13379,7 +13379,7 @@ export const V2_OPERATIONS = {
       },
       searchMode: {
         kind: 'enum',
-        default: 'vector',
+        default: 'hybrid',
         describe:
           'Retrieval strategy: vector is semantic-only, while hybrid also runs full-text search.',
       },

From b53070199a3dd0b015b1926482fb1a13ed114ca7 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 20:20:33 -0700
Subject: [PATCH 14/76] feat(knowledge): gate permission-aware knowledge behind
 a flag and harden the stack

Add the knowledge-member-access feature flag (workspace allowlist and
platform admins via AppConfig; KNOWLEDGE_MEMBER_ACCESS off-AppConfig). It
gates members mode at creation and switching, the member engine, and the
hybrid-by-default retrieval with its recency boost; the connector modals
read it from the workspace host context. The knowledge block's retrieval
mode gains an Automatic option so the server's default applies.

An admin with no credential group for the connector's provider can create
one from the Access field; the group is named after the connector and
members are invited from Settings.

Review fixes: manual-only connectors no longer re-dispatch member runs
forever; ACL materialisation is idempotent so a run that died mid-way is
repaired; incomplete listings retry at once only when they can resume;
suspended members keep their observations; a scope the member cannot reach
closes their change feed; the workspace ACL restore runs inside the
completion lock and only for workspace-mode connectors; the mode switch
grants before rewriting and flips in one transaction, clearing listing
caps; minting checks group, option, and enrollment status; connector
document lists, bulk select-all operations, and tag usage stats apply the
access scope; the connector card reads the member engine's status; the
edit modal applies an access switch on its own instead of racing the
settings save.
---
 .../content/docs/integrations/knowledge.mdx   |   4 +-
 apps/docs/openapi-v2-knowledge.json           |   1 -
 .../app/api/knowledge/search/utils.test.ts    |   2 +-
 apps/sim/app/api/knowledge/utils.test.ts      |  49 +---
 apps/sim/app/api/knowledge/utils.ts           | 186 +--------------
 apps/sim/app/api/v1/knowledge/search/route.ts |  16 +-
 apps/sim/app/api/v1/knowledge/utils.ts        |   6 +-
 .../add-connector-modal.tsx                   |  39 ++--
 .../connector-access-field.tsx                | 143 ++++++++----
 .../connectors-section/connectors-section.tsx |  47 +++-
 .../edit-connector-modal.tsx                  | 165 ++++++++-----
 apps/sim/blocks/blocks/knowledge.ts           |   3 +-
 apps/sim/hooks/queries/kb/connectors.ts       |  50 +++-
 .../sim/lib/api/contracts/knowledge/search.ts |  17 +-
 .../lib/api/contracts/v1/knowledge/index.ts   |   4 +-
 apps/sim/lib/api/contracts/workspaces.ts      |   2 +
 apps/sim/lib/auth/connectors/managed-oauth.ts |  11 +-
 apps/sim/lib/core/config/env.ts               |   1 +
 .../sim/lib/core/config/feature-flags.test.ts |  35 +++
 apps/sim/lib/core/config/feature-flags.ts     |  10 +
 apps/sim/lib/credential-groups/credentials.ts |  30 +++
 apps/sim/lib/knowledge/access/availability.ts |  26 +++
 .../knowledge/application/connector-access.ts |   3 +-
 .../knowledge/application/connectors.test.ts  |   1 +
 .../lib/knowledge/application/connectors.ts   |   3 +
 .../lib/knowledge/application/documents.ts    |   1 +
 .../lib/knowledge/application/search.test.ts  |   3 +-
 apps/sim/lib/knowledge/application/search.ts  |   9 +-
 apps/sim/lib/knowledge/application/tags.ts    |   8 +-
 .../connectors/member-access.test.ts          |  58 +++++
 .../lib/knowledge/connectors/member-access.ts |  31 ++-
 .../connectors/member-observations.ts         |  43 ++--
 .../connectors/member-sync-engine.ts          | 114 +++++++--
 .../connectors/source-modified-at.ts          |   1 -
 .../knowledge/connectors/sync-engine.test.ts  |   4 +-
 .../lib/knowledge/connectors/sync-engine.ts   |  39 ++--
 .../knowledge/connectors/sync-persistence.ts  |  43 +++-
 apps/sim/lib/knowledge/documents/service.ts   |   3 +
 .../orchestration/connector-access.test.ts    |  30 ++-
 .../orchestration/connector-access.ts         | 217 ++++++++++++------
 .../lib/knowledge/orchestration/connectors.ts |   4 +-
 apps/sim/lib/knowledge/search/defaults.ts     |  32 +++
 apps/sim/lib/knowledge/search/queries.ts      |  27 ++-
 apps/sim/lib/knowledge/search/rank.ts         |   7 +
 apps/sim/lib/knowledge/search/recency.ts      |   6 +-
 apps/sim/lib/knowledge/service.ts             |  30 +--
 apps/sim/lib/knowledge/tags/service.ts        |   3 +
 apps/sim/lib/workspaces/host-context.ts       |   7 +-
 apps/sim/tools/generated/tool-metadata.ts     |   2 +-
 apps/sim/tools/knowledge/search.ts            |   4 +-
 packages/db/schema.ts                         |   6 +-
 packages/sim-cli/src/generated/v2-api.ts      |   1 -
 52 files changed, 1021 insertions(+), 566 deletions(-)
 create mode 100644 apps/sim/lib/knowledge/access/availability.ts
 create mode 100644 apps/sim/lib/knowledge/search/defaults.ts
 create mode 100644 apps/sim/lib/knowledge/search/rank.ts

diff --git a/apps/docs/content/docs/integrations/knowledge.mdx b/apps/docs/content/docs/integrations/knowledge.mdx
index 70e5e80c0e8..02c044589cb 100644
--- a/apps/docs/content/docs/integrations/knowledge.mdx
+++ b/apps/docs/content/docs/integrations/knowledge.mdx
@@ -33,7 +33,7 @@ Integrate Knowledge into the workflow. Perform full CRUD operations on documents
 
 ### Knowledge Search
 
-Search for similar content in a knowledge base using vector similarity
+Search for similar content in a knowledge base by relevance
 
 #### Input
 
@@ -43,7 +43,7 @@ Search for similar content in a knowledge base using vector similarity
 | `query` | string | No | Search query text \(optional when using tag filters\) |
 | `topK` | number | No | Number of most similar results to return \(1-100\) |
 | `tagFilters` | array | No | Array of tag filters with tagName and tagValue properties |
-| `searchMode` | string | No | Retrieval mode: 'hybrid' \(default\) fuses a full-text leg with semantic similarity, 'vector' uses semantic similarity only |
+| `searchMode` | string | No | Retrieval mode: 'hybrid' fuses a full-text leg with semantic similarity, 'vector' uses semantic similarity only; omit for the workspace's default |
 | `rerankerEnabled` | boolean | No | Whether to apply Cohere reranking to vector search results |
 | `rerankerModel` | string | No | Cohere rerank model to use \(one of: rerank-v4.0-pro, rerank-v4.0-fast, rerank-v3.5\) |
 | `rerankerInputCount` | number | No | Number of vector results sent to the Cohere reranker \(1–100\). Defaults to topK × 4 capped at 100. |
diff --git a/apps/docs/openapi-v2-knowledge.json b/apps/docs/openapi-v2-knowledge.json
index 03424f404ae..48c9d982dfc 100644
--- a/apps/docs/openapi-v2-knowledge.json
+++ b/apps/docs/openapi-v2-knowledge.json
@@ -6144,7 +6144,6 @@
           },
           "searchMode": {
             "description": "Retrieval strategy: vector is semantic-only, while hybrid also runs full-text search.",
-            "default": "hybrid",
             "anyOf": [
               {
                 "type": "string",
diff --git a/apps/sim/app/api/knowledge/search/utils.test.ts b/apps/sim/app/api/knowledge/search/utils.test.ts
index c281de0902d..4e335621c35 100644
--- a/apps/sim/app/api/knowledge/search/utils.test.ts
+++ b/apps/sim/app/api/knowledge/search/utils.test.ts
@@ -57,9 +57,9 @@ import {
   handleTagAndVectorSearch,
   handleTagOnlySearch,
   handleVectorOnlySearch,
-  RRF_K,
   type SearchResult,
 } from '@/lib/knowledge/search/queries'
+import { RRF_K } from '@/lib/knowledge/search/rank'
 
 /** Minimal SearchResult builder — only the fields fusion and ordering read. */
 function makeResult(id: string, distance = 0.1): SearchResult {
diff --git a/apps/sim/app/api/knowledge/utils.test.ts b/apps/sim/app/api/knowledge/utils.test.ts
index c1a6b445904..d20f5c8b4a2 100644
--- a/apps/sim/app/api/knowledge/utils.test.ts
+++ b/apps/sim/app/api/knowledge/utils.test.ts
@@ -134,11 +134,7 @@ vi.stubGlobal('fetch', createEmbeddingFetchMock())
 
 import { processDocumentAsync } from '@/lib/knowledge/documents/service'
 import { generateEmbeddings } from '@/lib/knowledge/embeddings'
-import {
-  checkChunkAccess,
-  checkDocumentAccess,
-  checkKnowledgeBaseAccess,
-} from '@/app/api/knowledge/utils'
+import { checkKnowledgeBaseAccess } from '@/app/api/knowledge/utils'
 
 describe('Knowledge Utils', () => {
   beforeEach(() => {
@@ -250,49 +246,6 @@ describe('Knowledge Utils', () => {
     })
   })
 
-  describe('checkDocumentAccess', () => {
-    it('should return unauthorized when user mismatch', async () => {
-      queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb1', userId: 'owner' }])
-      const result = await checkDocumentAccess('kb1', 'doc1', 'intruder')
-
-      expect(result.hasAccess).toBe(false)
-      if ('reason' in result) {
-        expect(result.reason).toBe('Unauthorized knowledge base access')
-      }
-    })
-  })
-
-  describe('checkChunkAccess', () => {
-    it('should fail when document is not completed', async () => {
-      queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb1', userId: 'user1' }])
-      queueTableRows(schemaMock.document, [
-        { id: 'doc1', knowledgeBaseId: 'kb1', processingStatus: 'processing' },
-      ])
-
-      const result = await checkChunkAccess('kb1', 'doc1', 'chunk1', 'user1')
-
-      expect(result.hasAccess).toBe(false)
-      if ('reason' in result) {
-        expect(result.reason).toContain('Document is not ready')
-      }
-    })
-
-    it('should return success for valid access', async () => {
-      queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb1', userId: 'user1' }])
-      queueTableRows(schemaMock.document, [
-        { id: 'doc1', knowledgeBaseId: 'kb1', processingStatus: 'completed' },
-      ])
-      queueTableRows(schemaMock.embedding, [{ id: 'chunk1', documentId: 'doc1' }])
-
-      const result = await checkChunkAccess('kb1', 'doc1', 'chunk1', 'user1')
-
-      expect(result.hasAccess).toBe(true)
-      if ('chunk' in result) {
-        expect(result.chunk.id).toBe('chunk1')
-      }
-    })
-  })
-
   describe('generateEmbeddings', () => {
     it('should return same length as input', async () => {
       const result = await generateEmbeddings(['a', 'b'])
diff --git a/apps/sim/app/api/knowledge/utils.ts b/apps/sim/app/api/knowledge/utils.ts
index bf66bdfaf64..12ca5ce728a 100644
--- a/apps/sim/app/api/knowledge/utils.ts
+++ b/apps/sim/app/api/knowledge/utils.ts
@@ -1,8 +1,6 @@
 import { db } from '@sim/db'
-import { embedding, knowledgeBase } from '@sim/db/schema'
+import { knowledgeBase } from '@sim/db/schema'
 import { and, eq, isNull } from 'drizzle-orm'
-import { resolveUserKnowledgeAccessScope } from '@/lib/knowledge/access/scope'
-import { getKnowledgeDocument } from '@/lib/knowledge/documents/service'
 import { getUserEntityPermissions } from '@/lib/workspaces/permissions/utils'
 
 interface KnowledgeBaseData {
@@ -119,41 +117,6 @@ interface KnowledgeBaseAccessDenied {
 
 export type KnowledgeBaseAccessCheck = KnowledgeBaseAccessResult | KnowledgeBaseAccessDenied
 
-interface DocumentAccessResult {
-  hasAccess: true
-  document: DocumentData
-  knowledgeBase: Pick<
-    KnowledgeBaseData,
-    'id' | 'userId' | 'workspaceId' | 'name' | 'embeddingModel'
-  >
-}
-
-interface DocumentAccessDenied {
-  hasAccess: false
-  notFound?: boolean
-  reason: string
-}
-
-export type DocumentAccessCheck = DocumentAccessResult | DocumentAccessDenied
-
-interface ChunkAccessResult {
-  hasAccess: true
-  chunk: EmbeddingData
-  document: DocumentData
-  knowledgeBase: Pick<
-    KnowledgeBaseData,
-    'id' | 'userId' | 'workspaceId' | 'name' | 'embeddingModel'
-  >
-}
-
-interface ChunkAccessDenied {
-  hasAccess: false
-  notFound?: boolean
-  reason: string
-}
-
-export type ChunkAccessCheck = ChunkAccessResult | ChunkAccessDenied
-
 /**
  * Resolve knowledge-base access for a user, gated by read or write permission.
  *
@@ -224,150 +187,3 @@ export async function checkKnowledgeBaseWriteAccess(
 ): Promise<KnowledgeBaseAccessCheck> {
   return resolveKnowledgeBaseAccess(knowledgeBaseId, userId, true)
 }
-
-/**
- * Resolve document access within a knowledge base, gated by read or write
- * permission on the KB (see {@link resolveKnowledgeBaseAccess}).
- */
-async function resolveDocumentAccess(
-  knowledgeBaseId: string,
-  documentId: string,
-  userId: string,
-  requireWrite: boolean
-): Promise<DocumentAccessCheck> {
-  const kbAccess = await resolveKnowledgeBaseAccess(knowledgeBaseId, userId, requireWrite)
-
-  if (!kbAccess.hasAccess) {
-    return {
-      hasAccess: false,
-      notFound: kbAccess.notFound,
-      reason: kbAccess.notFound ? 'Knowledge base not found' : 'Unauthorized knowledge base access',
-    }
-  }
-
-  const doc = await getKnowledgeDocument(
-    knowledgeBaseId,
-    documentId,
-    await resolveUserKnowledgeAccessScope(userId, kbAccess.knowledgeBase?.workspaceId ?? undefined)
-  )
-  if (!doc) {
-    return { hasAccess: false, notFound: true, reason: 'Document not found' }
-  }
-
-  return {
-    hasAccess: true,
-    document: doc,
-    knowledgeBase: kbAccess.knowledgeBase!,
-  }
-}
-
-/**
- * Check if a user has read access to a document within a knowledge base.
- */
-export async function checkDocumentAccess(
-  knowledgeBaseId: string,
-  documentId: string,
-  userId: string
-): Promise<DocumentAccessCheck> {
-  return resolveDocumentAccess(knowledgeBaseId, documentId, userId, false)
-}
-
-/**
- * Check if a user has write access to a specific document.
- * Write access is granted if user has write access to the knowledge base.
- */
-export async function checkDocumentWriteAccess(
-  knowledgeBaseId: string,
-  documentId: string,
-  userId: string
-): Promise<DocumentAccessCheck> {
-  return resolveDocumentAccess(knowledgeBaseId, documentId, userId, true)
-}
-
-/**
- * Resolve chunk access within a document/knowledge base, gated by read or write
- * permission on the KB. The document must exist and be fully processed
- * (`processingStatus === 'completed'`) before its chunks are accessible.
- */
-async function resolveChunkAccess(
-  knowledgeBaseId: string,
-  documentId: string,
-  chunkId: string,
-  userId: string,
-  requireWrite: boolean
-): Promise<ChunkAccessCheck> {
-  const kbAccess = await resolveKnowledgeBaseAccess(knowledgeBaseId, userId, requireWrite)
-
-  if (!kbAccess.hasAccess) {
-    return {
-      hasAccess: false,
-      notFound: kbAccess.notFound,
-      reason: kbAccess.notFound ? 'Knowledge base not found' : 'Unauthorized knowledge base access',
-    }
-  }
-
-  const doc = await getKnowledgeDocument(
-    knowledgeBaseId,
-    documentId,
-    await resolveUserKnowledgeAccessScope(userId, kbAccess.knowledgeBase?.workspaceId ?? undefined)
-  )
-  if (!doc) {
-    return { hasAccess: false, notFound: true, reason: 'Document not found' }
-  }
-
-  const docData = doc
-
-  // Chunks are only accessible once the document has finished processing.
-  if (docData.processingStatus !== 'completed') {
-    return {
-      hasAccess: false,
-      reason: `Document is not ready for access (status: ${docData.processingStatus})`,
-    }
-  }
-
-  const chunk = await db
-    .select()
-    .from(embedding)
-    .where(and(eq(embedding.id, chunkId), eq(embedding.documentId, documentId)))
-    .limit(1)
-
-  if (chunk.length === 0) {
-    return { hasAccess: false, notFound: true, reason: 'Chunk not found' }
-  }
-
-  return {
-    hasAccess: true,
-    chunk: chunk[0] as EmbeddingData,
-    document: docData,
-    knowledgeBase: kbAccess.knowledgeBase!,
-  }
-}
-
-/**
- * Check if a user has read access to a chunk within a document and knowledge base.
- */
-export async function checkChunkAccess(
-  knowledgeBaseId: string,
-  documentId: string,
-  chunkId: string,
-  userId: string
-): Promise<ChunkAccessCheck> {
-  return resolveChunkAccess(knowledgeBaseId, documentId, chunkId, userId, false)
-}
-
-/**
- * Check if a user has write access to a chunk.
- *
- * Mirrors {@link checkChunkAccess} but requires write/admin on the knowledge
- * base's workspace (or KB ownership for legacy KBs), matching the permission
- * needed to create chunks. Used for chunk mutation (update and delete) so those
- * operations require the same permission as creation rather than read.
- */
-export async function checkChunkWriteAccess(
-  knowledgeBaseId: string,
-  documentId: string,
-  chunkId: string,
-  userId: string
-): Promise<ChunkAccessCheck> {
-  return resolveChunkAccess(knowledgeBaseId, documentId, chunkId, userId, true)
-}
diff --git a/apps/sim/app/api/v1/knowledge/search/route.ts b/apps/sim/app/api/v1/knowledge/search/route.ts
index b59ef5dea44..2595683318c 100644
--- a/apps/sim/app/api/v1/knowledge/search/route.ts
+++ b/apps/sim/app/api/v1/knowledge/search/route.ts
@@ -9,6 +9,7 @@ import {
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { ALL_TAG_SLOTS } from '@/lib/knowledge/constants'
 import { recordSearchEmbeddingUsage } from '@/lib/knowledge/embeddings'
+import { resolveKnowledgeSearchDefaults } from '@/lib/knowledge/search/defaults'
 import {
   executeKnowledgeSearch,
   generateSearchEmbedding,
@@ -46,7 +47,13 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
     )
     if (!parsed.success) return parsed.response
 
-    const { workspaceId, topK, query, tagFilters, searchMode } = parsed.data.body
+    const {
+      workspaceId,
+      topK,
+      query,
+      tagFilters,
+      searchMode: requestedSearchMode,
+    } = parsed.data.body
 
     const accessError = await validateWorkspaceAccess(
       rateLimit,
@@ -190,7 +197,10 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
 
     let results: SearchResult[]
     let queryEmbeddingIsBYOK: boolean | null = null
-    const access = await resolveV1KnowledgeAccessScope(userId, rateLimit, workspaceId)
+    const [access, { searchMode, boostRecency }] = await Promise.all([
+      resolveV1KnowledgeAccessScope(userId, rateLimit, workspaceId),
+      resolveKnowledgeSearchDefaults({ workspaceId, userId, requestedMode: requestedSearchMode }),
+    ])
 
     if (!hasQuery && hasFilters) {
       results = await executeKnowledgeSearch({
@@ -198,6 +208,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
         topK,
         access,
         searchMode,
+        boostRecency,
         structuredFilters,
       })
     } else if (hasQuery) {
@@ -213,6 +224,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
         topK,
         access,
         searchMode,
+        boostRecency,
         query,
         queryVector,
         structuredFilters: hasFilters ? structuredFilters : undefined,
diff --git a/apps/sim/app/api/v1/knowledge/utils.ts b/apps/sim/app/api/v1/knowledge/utils.ts
index 3a26f17ca45..95655cbe756 100644
--- a/apps/sim/app/api/v1/knowledge/utils.ts
+++ b/apps/sim/app/api/v1/knowledge/utils.ts
@@ -52,9 +52,6 @@ export async function resolveKnowledgeBase(
   return { kb }
 }
 
-/**
- * Serializes a date value for JSON responses.
- */
 /**
  * The document-access scope of a v1 API caller. A personal key acts as its
  * user; a workspace key has no person behind it and reads as the workspace.
@@ -68,6 +65,9 @@ export async function resolveV1KnowledgeAccessScope(
   return resolveUserKnowledgeAccessScope(userId, workspaceId)
 }
 
+/**
+ * Serializes a date value for JSON responses.
+ */
 export function serializeDate(date: Date | string | null | undefined): string | null {
   if (date === null || date === undefined) return null
   if (date instanceof Date) return date.toISOString()
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/add-connector-modal/add-connector-modal.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/add-connector-modal/add-connector-modal.tsx
index 6c9a2fdefea..8282f6f911e 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/add-connector-modal/add-connector-modal.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/add-connector-modal/add-connector-modal.tsx
@@ -85,8 +85,9 @@ export function AddConnectorModal({
   const [searchTerm, setSearchTerm] = useState('')
 
   const { workspaceId } = useParams<{ workspaceId: string }>()
-  const { ownerBilling } = useWorkspaceHostContext()
+  const { ownerBilling, features } = useWorkspaceHostContext()
   const { canAdmin } = useUserPermissionsContext()
+  const memberAccessAvailable = features?.knowledgeMemberAccess === true
   const { mutate: createConnector, isPending: isCreating } = useCreateConnector()
 
   const hasMaxAccess = hasWorkspaceMaxConnectorAccess(ownerBilling)
@@ -335,6 +336,17 @@ export function AddConnectorModal({
             </div>
           ) : connectorConfig ? (
             <>
+              {!isApiKeyMode && memberAccessAvailable && (
+                <ConnectorAccessField
+                  workspaceId={workspaceId}
+                  connectorConfig={connectorConfig}
+                  value={access}
+                  onChange={setAccess}
+                  canAdmin={canAdmin}
+                  disabled={isCreating}
+                />
+              )}
+
               {isApiKeyMode ? (
                 <ChipModalField
                   type='custom'
@@ -358,8 +370,16 @@ export function AddConnectorModal({
                     }
                   />
                 </ChipModalField>
-              ) : isMembersMode ? null : (
-                <ChipModalField type='custom' title='Account'>
+              ) : (
+                <ChipModalField
+                  type='custom'
+                  title={isMembersMode ? 'Browse with' : 'Account'}
+                  hint={
+                    isMembersMode
+                      ? `Only used to pick folders and spaces below. The connector syncs as each member, not as this account.`
+                      : undefined
+                  }
+                >
                   <ChipCombobox
                     options={[
                       ...credentials.map(
@@ -390,21 +410,10 @@ export function AddConnectorModal({
                 </ChipModalField>
               )}
 
-              {!isApiKeyMode && (
-                <ConnectorAccessField
-                  workspaceId={workspaceId}
-                  connectorConfig={connectorConfig}
-                  value={access}
-                  onChange={setAccess}
-                  canAdmin={canAdmin}
-                  disabled={isCreating}
-                />
-              )}
-
               <ConnectorConfigFields
                 connectorConfig={connectorConfig}
                 sourceConfig={sourceConfig}
-                credentialId={isMembersMode ? null : effectiveCredentialId}
+                credentialId={effectiveCredentialId}
                 canonicalGroups={canonicalGroups}
                 canonicalModes={canonicalModes}
                 isFieldVisible={(field) =>
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx
index 3d3719033f8..db153fd357a 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx
@@ -1,7 +1,8 @@
 'use client'
 
-import { useMemo } from 'react'
+import { type ReactNode, useMemo, useState } from 'react'
 import {
+  Button,
   ButtonGroup,
   ButtonGroupItem,
   ChipCombobox,
@@ -10,11 +11,14 @@ import {
 } from '@sim/emcn'
 import Link from 'next/link'
 import {
+  type CredentialGroupStandardOAuthProvider,
   getCredentialGroupProviderId,
+  getCredentialGroupStandardOAuthProviderFromProviderId,
   isCredentialGroupProvider,
 } from '@/lib/credential-groups/providers'
+import { useWorkspaceHostContext } from '@/app/workspace/[workspaceId]/providers/workspace-host-provider'
 import type { ConnectorMeta } from '@/connectors/types'
-import { useCredentialGroups } from '@/hooks/queries/credential-groups'
+import { useCreateCredentialGroup, useCredentialGroups } from '@/hooks/queries/credential-groups'
 
 /** What the caller chose; `members` needs the option the connector crawls with. */
 export interface ConnectorAccessSelection {
@@ -38,6 +42,18 @@ function parseOptionValue(value: string): ConnectorAccessSelection | null {
   }
 }
 
+/** The credential-group provider that collects accounts for this connector, if any. */
+function credentialGroupProviderFor(
+  connectorConfig: ConnectorMeta
+): CredentialGroupStandardOAuthProvider | null {
+  if (connectorConfig.auth.mode !== 'oauth' || !connectorConfig.permissionScopedListing) return null
+  try {
+    return getCredentialGroupStandardOAuthProviderFromProviderId(connectorConfig.auth.provider)
+  } catch {
+    return null
+  }
+}
+
 interface ConnectorAccessFieldProps {
   workspaceId: string
   connectorConfig: ConnectorMeta
@@ -46,13 +62,17 @@ interface ConnectorAccessFieldProps {
   /** Only an admin may put a connector into members mode. */
   canAdmin: boolean
   disabled?: boolean
+  /** Rendered under the selection, for a caller that applies the change with its own control. */
+  footer?: ReactNode
 }
 
 /**
  * The Access section of a connector's settings: sync as the workspace, or
  * crawl once per Credential Group member so each person sees only what the
  * source lets them read. Rendered only for connectors whose listing reflects
- * who may read each document.
+ * who may read each document. An admin with no group collecting the
+ * connector's accounts can create one here; members are then invited from
+ * Settings.
  */
 export function ConnectorAccessField({
   workspaceId,
@@ -61,16 +81,22 @@ export function ConnectorAccessField({
   onChange,
   canAdmin,
   disabled = false,
+  footer,
 }: ConnectorAccessFieldProps) {
-  const supportsMembers =
-    connectorConfig.auth.mode === 'oauth' && Boolean(connectorConfig.permissionScopedListing)
-  const providerId = connectorConfig.auth.mode === 'oauth' ? connectorConfig.auth.provider : null
+  const { features } = useWorkspaceHostContext()
+  const provider = credentialGroupProviderFor(connectorConfig)
+  const providerId = provider ? getCredentialGroupProviderId(provider) : null
+  const credentialGroupsAvailable = features?.credentialGroups === true
+  const [createError, setCreateError] = useState<string | null>(null)
 
   const {
     data: settings,
     isLoading,
-    isError,
-  } = useCredentialGroups(canAdmin && supportsMembers ? workspaceId : undefined)
+    error: loadError,
+  } = useCredentialGroups(
+    canAdmin && provider && credentialGroupsAvailable ? workspaceId : undefined
+  )
+  const { mutate: createCredentialGroup, isPending: isCreatingGroup } = useCreateCredentialGroup()
 
   const options = useMemo<ComboboxOption[]>(() => {
     if (!settings || !providerId) return []
@@ -90,7 +116,7 @@ export function ConnectorAccessField({
     return entries
   }, [settings, providerId])
 
-  if (!supportsMembers) return null
+  if (!provider) return null
 
   const selectedValue =
     value.accessMode === 'members' && value.credentialGroupId && value.credentialGroupOptionId
@@ -98,17 +124,10 @@ export function ConnectorAccessField({
       : undefined
 
   if (!canAdmin) {
+    if (value.accessMode !== 'members') return null
     return (
-      <ChipModalField
-        type='custom'
-        title='Access'
-        hint={
-          value.accessMode === 'members'
-            ? 'Synced per member: each person sees the documents their own account can read. A workspace admin can change this.'
-            : 'Synced as the workspace: every member can read every synced document. A workspace admin can change this.'
-        }
-      >
-        <ButtonGroup value={value.accessMode} onValueChange={() => undefined}>
+      <ChipModalField type='custom' title='Access'>
+        <ButtonGroup value='members' onValueChange={() => undefined}>
           <ButtonGroupItem value='workspace' disabled>
             Workspace
           </ButtonGroupItem>
@@ -120,16 +139,45 @@ export function ConnectorAccessField({
     )
   }
 
-  const membersUnavailable = isError || (!isLoading && options.length === 0)
+  const noGroupYet = !isLoading && !loadError && options.length === 0
+  const settingsHref = `/workspace/${workspaceId}/settings/credential-groups`
+
+  const handleCreateGroup = () => {
+    setCreateError(null)
+    createCredentialGroup(
+      {
+        workspaceId,
+        body: {
+          name: `${connectorConfig.name} access`,
+          options: [{ provider, label: connectorConfig.name, required: true }],
+        },
+      },
+      {
+        onSuccess: ({ credentialGroup }) => {
+          const option = credentialGroup.options[0]
+          if (!option) return
+          onChange({
+            accessMode: 'members',
+            credentialGroupId: credentialGroup.id,
+            credentialGroupOptionId: option.id,
+          })
+        },
+        onError: (error) => setCreateError(error.message),
+      }
+    )
+  }
 
   return (
     <ChipModalField
       type='custom'
       title='Access'
+      error={createError ?? loadError?.message ?? undefined}
       hint={
         value.accessMode === 'members'
-          ? 'Each enrolled member connects their own account. Documents are visible only to the members whose account can open them; scheduled, API, and chat runs see workspace-visible documents only.'
-          : 'Every workspace member can read every synced document.'
+          ? 'Each member sees only the documents their own account can open. Scheduled, API, and chat runs see workspace-visible documents only.'
+          : !credentialGroupsAvailable
+            ? 'Per-member access needs Credential Groups, which are not available on this plan.'
+            : undefined
       }
     >
       <div className='flex flex-col gap-2'>
@@ -142,42 +190,51 @@ export function ConnectorAccessField({
           <ButtonGroupItem value='workspace' disabled={disabled}>
             Workspace
           </ButtonGroupItem>
-          <ButtonGroupItem value='members' disabled={disabled}>
+          <ButtonGroupItem value='members' disabled={disabled || !credentialGroupsAvailable}>
             Per member
           </ButtonGroupItem>
         </ButtonGroup>
 
         {value.accessMode === 'members' && (
           <>
-            <ChipCombobox
-              options={options}
-              value={selectedValue}
-              onChange={(next) => {
-                const parsed = parseOptionValue(next)
-                if (parsed) onChange(parsed)
-              }}
-              placeholder={
-                membersUnavailable
-                  ? `No credential group collects ${connectorConfig.name} accounts`
-                  : 'Select a credential group option'
-              }
-              isLoading={isLoading}
-              disabled={disabled || membersUnavailable}
-            />
+            {noGroupYet ? (
+              <Button
+                variant='outline'
+                size='sm'
+                onClick={handleCreateGroup}
+                disabled={disabled || isCreatingGroup}
+              >
+                {isCreatingGroup
+                  ? 'Creating…'
+                  : `Create a credential group for ${connectorConfig.name}`}
+              </Button>
+            ) : (
+              <ChipCombobox
+                options={options}
+                value={selectedValue}
+                onChange={(next) => {
+                  const parsed = parseOptionValue(next)
+                  if (parsed) onChange(parsed)
+                }}
+                placeholder='Select a credential group'
+                isLoading={isLoading}
+                disabled={disabled || Boolean(loadError)}
+              />
+            )}
             <p className='text-[var(--text-muted)] text-caption leading-snug'>
-              {membersUnavailable
-                ? 'Create a credential group with a '
-                : 'Members join through a credential group; manage them in '}
+              Members connect their own {connectorConfig.name} account after you invite them in{' '}
               <Link
-                href={`/workspace/${workspaceId}/settings/credential-groups`}
+                href={settingsHref}
                 className='text-[var(--text-primary)] underline underline-offset-2'
               >
-                {membersUnavailable ? `${connectorConfig.name} option in Settings` : 'Settings'}
+                Settings
               </Link>
               .
             </p>
           </>
         )}
+
+        {footer}
       </div>
     </ChipModalField>
   )
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx
index a838cd1dc90..a4ddc1bfe72 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx
@@ -92,6 +92,15 @@ const MEMBER_SYNC_IN_FLIGHT_TOOLTIP = {
   running: 'Syncing members',
 } as const
 
+/** How each member-engine status reads on the card's badge. */
+const MEMBER_SYNC_STATUS_AS_CONNECTOR_STATUS = {
+  idle: 'active',
+  pending: 'pending',
+  running: 'syncing',
+  error: 'error',
+  disabled: 'disabled',
+} as const satisfies Record<string, keyof typeof STATUS_CONFIG>
+
 const CONNECTOR_ACTION_BUTTON_CLASSES =
   'size-7 rounded-lg p-0 text-[var(--text-muted)] hover-hover:bg-[var(--surface-active)] hover-hover:text-[var(--text-primary)]'
 
@@ -286,8 +295,19 @@ function ConnectorCard({
   const connectorDef = CONNECTOR_META_REGISTRY[connector.connectorType]
   const Icon = connectorDef?.icon
   const brandBg = getBlock(connector.connectorType)?.bgColor ?? null
+  /**
+   * A members-mode connector's content status stays `active` while the member
+   * engine does the work, so its badge reads the member engine's status. A
+   * paused or disabled content status still wins: the user set it.
+   */
+  const effectiveStatus =
+    connector.accessMode === 'members' && connector.status === 'active'
+      ? (MEMBER_SYNC_STATUS_AS_CONNECTOR_STATUS[
+          connector.memberSyncStatus as keyof typeof MEMBER_SYNC_STATUS_AS_CONNECTOR_STATUS
+        ] ?? 'active')
+      : connector.status
   const statusConfig =
-    STATUS_CONFIG[connector.status as keyof typeof STATUS_CONFIG] || STATUS_CONFIG.active
+    STATUS_CONFIG[effectiveStatus as keyof typeof STATUS_CONFIG] || STATUS_CONFIG.active
 
   const serviceId = connectorDef?.auth.mode === 'oauth' ? connectorDef.auth.provider : undefined
   const providerId = serviceId ? getProviderIdFromServiceId(serviceId) : undefined
@@ -452,6 +472,15 @@ function ConnectorCard({
                   <Tooltip.Content>{lastSyncError}</Tooltip.Content>
                 </Tooltip.Root>
               )}
+              {connector.accessRewritePending && (
+                <>
+                  <span>·</span>
+                  <span className='flex items-center gap-1'>
+                    <Loader className='size-3' animate />
+                    Updating access
+                  </span>
+                </>
+              )}
             </div>
           </div>
         </div>
@@ -571,6 +600,22 @@ function ConnectorCard({
         </div>
       </div>
 
+      {syncsPerMember && connector.memberSyncStatus === 'disabled' && (
+        <div className='border-[var(--border-muted)] border-t px-2 py-2'>
+          <div className='flex flex-col gap-2 rounded-md border border-[var(--border-muted)] bg-[var(--surface-3)] px-2.5 py-2'>
+            <div className='flex items-center gap-1.5 text-[var(--text-primary)] text-caption'>
+              <TriangleAlert className='size-3 flex-shrink-0 text-[var(--caution)]' />
+              Per-member sync is disabled
+            </div>
+            <p className='text-[var(--text-muted)] text-caption leading-snug'>
+              {connector.lastMemberSyncError ?? 'The connector can no longer sync per member.'}{' '}
+              Members keep no access until it is fixed; switch the connector's access to re-enable
+              it.
+            </p>
+          </div>
+        </div>
+      )}
+
       {connector.status === 'disabled' && (
         <div className='border-[var(--border-muted)] border-t px-2 py-2'>
           <div className='flex flex-col gap-2 rounded-md border border-[var(--border-muted)] bg-[var(--surface-3)] px-2.5 py-2'>
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
index dd08e19182e..c0550872bfa 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
@@ -225,12 +225,18 @@ export function EditConnectorModal({
     initialCanonicalModes,
   })
 
-  const { ownerBilling } = useWorkspaceHostContext()
+  const { ownerBilling, features } = useWorkspaceHostContext()
   const { canAdmin } = useUserPermissionsContext()
   const { workspaceId } = useParams<{ workspaceId: string }>()
   const { mutate: updateConnector, isPending: isSavingSettings } = useUpdateConnector()
-  const { mutate: updateAccess, isPending: isSavingAccess } = useUpdateConnectorAccess()
-  const isSaving = isSavingSettings || isSavingAccess
+  const { mutate: updateAccess, isPending: isSwitchingAccess } = useUpdateConnectorAccess()
+  const isSaving = isSavingSettings || isSwitchingAccess
+  /**
+   * The field shows where the flag is on, and stays visible read-only for a
+   * connector already syncing per member where it has since been turned off.
+   */
+  const showAccessField =
+    features?.knowledgeMemberAccess === true || connector.accessMode === 'members'
 
   const hasMaxAccess = hasWorkspaceMaxConnectorAccess(ownerBilling)
 
@@ -260,7 +266,6 @@ export function EditConnectorModal({
   )
 
   const hasChanges = useMemo(() => {
-    if (accessDirty) return true
     if (syncInterval !== connector.syncIntervalMinutes) return true
     if (didCanonicalModesChange(canonicalModes, persistedCanonicalModes)) return true
     const resolved = resolveSourceConfig()
@@ -269,7 +274,6 @@ export function EditConnectorModal({
     }
     return false
   }, [
-    accessDirty,
     resolveSourceConfig,
     syncInterval,
     connector.syncIntervalMinutes,
@@ -305,52 +309,15 @@ export function EditConnectorModal({
       updates.sourceConfig = next
     }
 
-    /**
-     * The mode switch is its own admin operation and rewrites document access,
-     * so it runs after the ordinary settings save has landed rather than
-     * alongside it — a refused settings edit must not leave a half-switched
-     * connector behind.
-     */
-    const switchAccess = () => {
-      updateAccess(
-        {
-          knowledgeBaseId,
-          connectorId: connector.id,
-          access:
-            access.accessMode === 'members'
-              ? {
-                  accessMode: 'members',
-                  credentialGroupId: access.credentialGroupId,
-                  credentialGroupOptionId: access.credentialGroupOptionId,
-                }
-              : {
-                  accessMode: 'workspace',
-                  credentialId: workspaceCredentialId ?? undefined,
-                },
-        },
-        {
-          onSuccess: () => onOpenChange(false),
-          onError: (err) => {
-            logger.error('Failed to switch connector access', { error: err.message })
-            setError(err.message)
-          },
-        }
-      )
-    }
-
     if (Object.keys(updates).length === 0) {
-      if (accessDirty) switchAccess()
-      else onOpenChange(false)
+      onOpenChange(false)
       return
     }
 
     updateConnector(
       { knowledgeBaseId, connectorId: connector.id, updates },
       {
-        onSuccess: () => {
-          if (accessDirty) switchAccess()
-          else onOpenChange(false)
-        },
+        onSuccess: () => onOpenChange(false),
         onError: (err) => {
           logger.error('Failed to update connector', { error: err.message })
           setError(err.message)
@@ -359,6 +326,39 @@ export function EditConnectorModal({
     )
   }
 
+  /**
+   * The mode switch is its own admin operation: it rewrites document access
+   * and queues a run of the other engine, so it is applied on its own rather
+   * than folded into a settings save that would race the run it starts.
+   */
+  const handleApplyAccess = () => {
+    setError(null)
+    updateAccess(
+      {
+        knowledgeBaseId,
+        connectorId: connector.id,
+        access:
+          access.accessMode === 'members'
+            ? {
+                accessMode: 'members',
+                credentialGroupId: access.credentialGroupId,
+                credentialGroupOptionId: access.credentialGroupOptionId,
+              }
+            : {
+                accessMode: 'workspace',
+                credentialId: workspaceCredentialId ?? undefined,
+              },
+      },
+      {
+        onSuccess: () => setWorkspaceCredentialId(null),
+        onError: (err) => {
+          logger.error('Failed to switch connector access', { error: err.message })
+          setError(err.message)
+        },
+      }
+    )
+  }
+
   const displayName = connectorConfig?.name ?? connector.connectorType
   const Icon = connectorConfig?.icon
 
@@ -403,6 +403,12 @@ export function EditConnectorModal({
             access={access}
             onAccessChange={setAccess}
             canAdmin={canAdmin}
+            showAccessField={showAccessField}
+            accessDirty={accessDirty}
+            accessComplete={accessComplete}
+            isSwitchingAccess={isSwitchingAccess}
+            onApplyAccess={handleApplyAccess}
+            onResetAccess={() => setAccess(currentAccess(connector))}
             workspaceId={workspaceId}
             needsWorkspaceCredential={needsWorkspaceCredential}
             workspaceCredentialId={workspaceCredentialId}
@@ -419,7 +425,7 @@ export function EditConnectorModal({
           primaryAction={{
             label: isSaving ? 'Saving…' : 'Save',
             onClick: handleSave,
-            disabled: !hasChanges || !accessComplete || isSaving,
+            disabled: !hasChanges || isSaving,
           }}
         />
       )}
@@ -444,6 +450,12 @@ interface SettingsTabProps {
   access: ConnectorAccessSelection
   onAccessChange: (access: ConnectorAccessSelection) => void
   canAdmin: boolean
+  showAccessField: boolean
+  accessDirty: boolean
+  accessComplete: boolean
+  isSwitchingAccess: boolean
+  onApplyAccess: () => void
+  onResetAccess: () => void
   workspaceId: string
   needsWorkspaceCredential: boolean
   workspaceCredentialId: string | null
@@ -467,6 +479,12 @@ function SettingsTab({
   access,
   onAccessChange,
   canAdmin,
+  showAccessField,
+  accessDirty,
+  accessComplete,
+  isSwitchingAccess,
+  onApplyAccess,
+  onResetAccess,
   workspaceId,
   needsWorkspaceCredential,
   workspaceCredentialId,
@@ -493,7 +511,7 @@ function SettingsTab({
 
   return (
     <>
-      {connectorConfig && connectorConfig.auth.mode === 'oauth' && (
+      {connectorConfig && connectorConfig.auth.mode === 'oauth' && showAccessField && (
         <ConnectorAccessField
           workspaceId={workspaceId}
           connectorConfig={connectorConfig}
@@ -501,26 +519,47 @@ function SettingsTab({
           onChange={onAccessChange}
           canAdmin={canAdmin}
           disabled={isSaving}
+          footer={
+            accessDirty ? (
+              <div className='flex flex-col gap-2'>
+                {needsWorkspaceCredential && (
+                  <ChipCombobox
+                    options={credentialOptions}
+                    value={workspaceCredentialId ?? undefined}
+                    onChange={onWorkspaceCredentialChange}
+                    placeholder={`Select the ${connectorConfig.name} account to sync as`}
+                    isLoading={credentialsLoading}
+                    disabled={isSaving}
+                  />
+                )}
+                <div className='flex items-center gap-2'>
+                  <Button
+                    variant='primary'
+                    size='sm'
+                    onClick={onApplyAccess}
+                    disabled={!accessComplete || isSaving}
+                  >
+                    {isSwitchingAccess
+                      ? 'Switching…'
+                      : access.accessMode === 'members'
+                        ? 'Switch to per-member access'
+                        : 'Switch to workspace access'}
+                  </Button>
+                  <Button variant='ghost' size='sm' onClick={onResetAccess} disabled={isSaving}>
+                    Cancel
+                  </Button>
+                </div>
+                <p className='text-[var(--text-muted)] text-caption leading-snug'>
+                  {access.accessMode === 'members'
+                    ? 'Documents stay hidden until members connect and sync. Listing caps are cleared.'
+                    : 'Every workspace member can read every synced document once the next sync completes.'}
+                </p>
+              </div>
+            ) : undefined
+          }
         />
       )}
 
-      {needsWorkspaceCredential && connectorConfig && (
-        <ChipModalField
-          type='custom'
-          title='Account'
-          hint={`The account ${connectorConfig.name} syncs as once it stops syncing per member.`}
-        >
-          <ChipCombobox
-            options={credentialOptions}
-            value={workspaceCredentialId ?? undefined}
-            onChange={onWorkspaceCredentialChange}
-            placeholder={`Select ${connectorConfig.name} account`}
-            isLoading={credentialsLoading}
-            disabled={isSaving}
-          />
-        </ChipModalField>
-      )}
-
       {connectorConfig && (
         <ConnectorConfigFields
           connectorConfig={connectorConfig}
diff --git a/apps/sim/blocks/blocks/knowledge.ts b/apps/sim/blocks/blocks/knowledge.ts
index 742e82c3531..ddba7c5dec6 100644
--- a/apps/sim/blocks/blocks/knowledge.ts
+++ b/apps/sim/blocks/blocks/knowledge.ts
@@ -164,10 +164,11 @@ export const KnowledgeBlock: BlockConfig = {
       title: 'Retrieval Mode',
       type: 'dropdown',
       options: [
+        { label: 'Automatic', id: 'auto' },
         { label: 'Hybrid (full-text + vector)', id: 'hybrid' },
         { label: 'Vector only', id: 'vector' },
       ],
-      value: () => 'hybrid',
+      value: () => 'auto',
       mode: 'advanced',
       condition: { field: 'operation', value: 'search' },
     },
diff --git a/apps/sim/hooks/queries/kb/connectors.ts b/apps/sim/hooks/queries/kb/connectors.ts
index 2596295e7f6..445fde1e2eb 100644
--- a/apps/sim/hooks/queries/kb/connectors.ts
+++ b/apps/sim/hooks/queries/kb/connectors.ts
@@ -145,20 +145,22 @@ export function useConnectorDetail(knowledgeBaseId?: string, connectorId?: strin
  * never starting that poll, and showing stale sync history behind the list's
  * spinner.
  */
+type ConnectorStatusPatch = Pick<ConnectorData, 'status'> | Pick<ConnectorData, 'memberSyncStatus'>
+
 function setCachedConnectorStatus(
   queryClient: QueryClient,
   knowledgeBaseId: string,
   connectorId: string,
-  status: ConnectorData['status']
+  patch: ConnectorStatusPatch
 ) {
   queryClient.setQueryData<ConnectorData[]>(connectorKeys.lists(knowledgeBaseId), (connectors) =>
     connectors?.map((connector) =>
-      connector.id === connectorId ? { ...connector, status } : connector
+      connector.id === connectorId ? { ...connector, ...patch } : connector
     )
   )
   queryClient.setQueryData<ConnectorDetailData>(
     connectorKeys.detail(knowledgeBaseId, connectorId),
-    (detail) => (detail ? { ...detail, status } : detail)
+    (detail) => (detail ? { ...detail, ...patch } : detail)
   )
 }
 
@@ -186,11 +188,35 @@ function optimisticallySetConnectorStatus(
     .getQueryData<ConnectorData[]>(connectorKeys.lists(knowledgeBaseId))
     ?.find((connector) => connector.id === connectorId)?.status
 
-  setCachedConnectorStatus(queryClient, knowledgeBaseId, connectorId, status)
+  setCachedConnectorStatus(queryClient, knowledgeBaseId, connectorId, { status })
 
   return previousStatus
 }
 
+/**
+ * The optimistic "queued" write for a sync trigger, on whichever engine the
+ * connector runs: a members connector queues a member run, so its content
+ * status must not flip. Returns what to restore if the trigger is refused.
+ */
+function optimisticallyQueueSync(
+  queryClient: QueryClient,
+  knowledgeBaseId: string,
+  connectorId: string
+): ConnectorStatusPatch | undefined {
+  const cached = queryClient
+    .getQueryData<ConnectorData[]>(connectorKeys.lists(knowledgeBaseId))
+    ?.find((connector) => connector.id === connectorId)
+  if (!cached) return undefined
+  if (cached.accessMode === 'members') {
+    setCachedConnectorStatus(queryClient, knowledgeBaseId, connectorId, {
+      memberSyncStatus: 'pending',
+    })
+    return { memberSyncStatus: cached.memberSyncStatus }
+  }
+  setCachedConnectorStatus(queryClient, knowledgeBaseId, connectorId, { status: 'pending' })
+  return { status: cached.status }
+}
+
 interface CreateConnectorParams {
   knowledgeBaseId: string
   connectorType: string
@@ -227,6 +253,7 @@ export function useCreateConnector() {
      */
     onSettled: (_data, _error, { knowledgeBaseId }) => {
       queryClient.invalidateQueries({ queryKey: connectorKeys.all(knowledgeBaseId) })
+      queryClient.invalidateQueries({ queryKey: knowledgeKeys.lists() })
     },
   })
 }
@@ -271,7 +298,9 @@ export function useUpdateConnector() {
     },
     onError: (_error, { knowledgeBaseId, connectorId }, previousStatus) => {
       if (previousStatus) {
-        setCachedConnectorStatus(queryClient, knowledgeBaseId, connectorId, previousStatus)
+        setCachedConnectorStatus(queryClient, knowledgeBaseId, connectorId, {
+          status: previousStatus,
+        })
       }
     },
     onSettled: (_data, _error, { knowledgeBaseId }) => {
@@ -317,6 +346,8 @@ export function useUpdateConnectorAccess() {
         queryKey: knowledgeKeys.detail(knowledgeBaseId),
         exact: true,
       })
+      /** The base list says whether any connector syncs per member. */
+      queryClient.invalidateQueries({ queryKey: knowledgeKeys.lists() })
     },
   })
 }
@@ -365,6 +396,7 @@ export function useDeleteConnector() {
       if (deleteDocuments) {
         queryClient.invalidateQueries({ queryKey: knowledgeKeys.documentDetails(knowledgeBaseId) })
       }
+      queryClient.invalidateQueries({ queryKey: knowledgeKeys.lists() })
     },
   })
 }
@@ -400,15 +432,15 @@ export function useTriggerSync() {
      */
     onMutate: async ({ knowledgeBaseId, connectorId }) => {
       await queryClient.cancelQueries({ queryKey: connectorKeys.all(knowledgeBaseId) })
-      return optimisticallySetConnectorStatus(queryClient, knowledgeBaseId, connectorId, 'pending')
+      return optimisticallyQueueSync(queryClient, knowledgeBaseId, connectorId)
     },
     /**
      * Rolling back also stops the poll the optimistic `pending` started, so a
      * refused sync does not leave the row spinning.
      */
-    onError: (_error, { knowledgeBaseId, connectorId }, previousStatus) => {
-      if (previousStatus) {
-        setCachedConnectorStatus(queryClient, knowledgeBaseId, connectorId, previousStatus)
+    onError: (_error, { knowledgeBaseId, connectorId }, previous) => {
+      if (previous) {
+        setCachedConnectorStatus(queryClient, knowledgeBaseId, connectorId, previous)
       }
       queryClient.invalidateQueries({ queryKey: connectorKeys.all(knowledgeBaseId) })
     },
diff --git a/apps/sim/lib/api/contracts/knowledge/search.ts b/apps/sim/lib/api/contracts/knowledge/search.ts
index fd3e0279d3b..0909ec8ae38 100644
--- a/apps/sim/lib/api/contracts/knowledge/search.ts
+++ b/apps/sim/lib/api/contracts/knowledge/search.ts
@@ -16,16 +16,15 @@ export const knowledgeSearchTagFilterSchema = z.object({
 export const KNOWLEDGE_SEARCH_MODES = ['vector', 'hybrid'] as const
 
 /**
- * Shared by the internal and v1 search contracts. Defaults to `hybrid`: the
- * full-text leg recovers the exact tokens embeddings rank poorly, and a caller
- * that wants semantic-only ranking asks for `vector`.
+ * Shared by the internal and v1 search contracts. Omitted, the workspace's
+ * default applies: `hybrid` where permission-aware knowledge is on, else
+ * `vector`. The use case resolves that, so the schema carries no default.
  */
 export const knowledgeSearchModeSchema = z
   .enum(KNOWLEDGE_SEARCH_MODES)
   .optional()
   .nullable()
-  .default('hybrid')
-  .transform((val) => val ?? 'hybrid')
+  .transform((val) => val ?? undefined)
 
 export const knowledgeSearchBodySchema = z
   .object({
@@ -52,10 +51,10 @@ export const knowledgeSearchBodySchema = z
       .nullable()
       .transform((val) => val || undefined),
     /**
-     * `hybrid` (default) runs a full-text leg alongside semantic retrieval and
-     * fuses the two by reciprocal rank, which recovers exact tokens (error codes,
-     * ticket keys, identifiers) that embeddings rank poorly. `vector` is
-     * semantic-only retrieval.
+     * `hybrid` runs a full-text leg alongside semantic retrieval and fuses the
+     * two by reciprocal rank, which recovers exact tokens (error codes, ticket
+     * keys, identifiers) that embeddings rank poorly. `vector` is semantic-only
+     * retrieval. Omitted, the workspace's default applies.
      */
     searchMode: knowledgeSearchModeSchema,
     rerankerEnabled: z.boolean().optional().default(false),
diff --git a/apps/sim/lib/api/contracts/v1/knowledge/index.ts b/apps/sim/lib/api/contracts/v1/knowledge/index.ts
index f4cc24e51ec..412fa140c2d 100644
--- a/apps/sim/lib/api/contracts/v1/knowledge/index.ts
+++ b/apps/sim/lib/api/contracts/v1/knowledge/index.ts
@@ -182,8 +182,8 @@ export const v1KnowledgeSearchBodySchema = z
     topK: z.number().min(1).max(100).default(10),
     tagFilters: z.array(v1SearchTagFilterSchema).optional(),
     /**
-     * `hybrid` (default) fuses a full-text leg with semantic retrieval by
-     * reciprocal rank; `vector` is semantic-only.
+     * `hybrid` fuses a full-text leg with semantic retrieval by reciprocal
+     * rank; `vector` is semantic-only. Omitted, the workspace's default applies.
      */
     searchMode: knowledgeSearchModeSchema,
   })
diff --git a/apps/sim/lib/api/contracts/workspaces.ts b/apps/sim/lib/api/contracts/workspaces.ts
index 3b2c99e3a52..883c9375c0c 100644
--- a/apps/sim/lib/api/contracts/workspaces.ts
+++ b/apps/sim/lib/api/contracts/workspaces.ts
@@ -262,6 +262,8 @@ export const workspaceHostContextSchema = z.object({
   features: z
     .object({
       credentialGroups: z.boolean(),
+      /** Optional for rolling compatibility with app versions that predate the flag. */
+      knowledgeMemberAccess: z.boolean().optional(),
     })
     .optional(),
 })
diff --git a/apps/sim/lib/auth/connectors/managed-oauth.ts b/apps/sim/lib/auth/connectors/managed-oauth.ts
index 7ba5579ee6d..606e2449663 100644
--- a/apps/sim/lib/auth/connectors/managed-oauth.ts
+++ b/apps/sim/lib/auth/connectors/managed-oauth.ts
@@ -68,6 +68,9 @@ function canonicalGoogleScope(scope: string): string {
   return scope
 }
 
+const DRIVE_SCOPE = 'https://www.googleapis.com/auth/drive'
+const DRIVE_READONLY_SCOPE = 'https://www.googleapis.com/auth/drive.readonly'
+
 function hasRequiredGoogleScopes(
   providerId: string,
   grantedScopes: string[],
@@ -77,12 +80,18 @@ function hasRequiredGoogleScopes(
   return requiredScopes.every((requestedScope) => {
     const required = canonicalGoogleScope(requestedScope)
     if (granted.has(required)) return true
-    return (
+    if (
       providerId === 'google-email' &&
       granted.has(GMAIL_MODIFY_SCOPE) &&
       (required === GMAIL_READONLY_SCOPE ||
         required === GMAIL_SEND_SCOPE ||
         required === GMAIL_LABELS_SCOPE)
+    ) {
+      return true
+    }
+    /** Full Drive access implies read-only access, which is all a crawler asks for. */
+    return (
+      providerId === 'google-drive' && granted.has(DRIVE_SCOPE) && required === DRIVE_READONLY_SCOPE
     )
   })
 }
diff --git a/apps/sim/lib/core/config/env.ts b/apps/sim/lib/core/config/env.ts
index a3992c6cbd9..241c82feff2 100644
--- a/apps/sim/lib/core/config/env.ts
+++ b/apps/sim/lib/core/config/env.ts
@@ -589,6 +589,7 @@ export const env = createEnv({
     TABLES_V2_API:                        z.boolean().optional(),                 // Enable the v2 tables HTTP API (public /api/v2/tables + internal /api/table/[tableId]/query predicate-grammar route)
     TABLE_ROW_TTL:                        z.boolean().optional(),
     CREDENTIAL_GROUPS:                    z.boolean().optional(),                 // Enable enterprise Credential Groups globally
+    KNOWLEDGE_MEMBER_ACCESS:              z.boolean().optional(),                 // Enable per-member knowledge connectors and hybrid-by-default retrieval globally
 
     // Organizations - for self-hosted deployments
     ORGANIZATIONS_ENABLED:                 z.boolean().optional(),                 // Enable organizations on self-hosted (bypasses plan requirements)
diff --git a/apps/sim/lib/core/config/feature-flags.test.ts b/apps/sim/lib/core/config/feature-flags.test.ts
index fefd67589a3..2d28ffa4cf4 100644
--- a/apps/sim/lib/core/config/feature-flags.test.ts
+++ b/apps/sim/lib/core/config/feature-flags.test.ts
@@ -14,6 +14,7 @@ const { mockFetch, mockIsPlatformAdmin, envRef } = vi.hoisted(() => ({
     TABLES_V2_API: undefined as boolean | undefined,
     TABLE_ROW_TTL: undefined as boolean | undefined,
     CREDENTIAL_GROUPS: undefined as boolean | undefined,
+    KNOWLEDGE_MEMBER_ACCESS: undefined as boolean | undefined,
   },
 }))
 
@@ -123,6 +124,40 @@ describe('isFeatureEnabled', () => {
     vi.clearAllMocks()
     setEnvFlags({ isAppConfigEnabled: false })
     envRef.CREDENTIAL_GROUPS = undefined
+    envRef.KNOWLEDGE_MEMBER_ACCESS = undefined
+  })
+
+  describe('knowledge-member-access flag', () => {
+    it('uses a global fallback switch off AppConfig', async () => {
+      expect(await isFeatureEnabled('knowledge-member-access')).toBe(false)
+
+      envRef.KNOWLEDGE_MEMBER_ACCESS = true
+      expect(await isFeatureEnabled('knowledge-member-access')).toBe(true)
+    })
+
+    it('opens for an allowlisted workspace only', async () => {
+      withAppConfig({ 'knowledge-member-access': { workspaceIds: ['ws-1'] } })
+      expect(
+        await isFeatureEnabled('knowledge-member-access', { workspaceId: 'ws-1', userId: 'u1' })
+      ).toBe(true)
+      expect(
+        await isFeatureEnabled('knowledge-member-access', { workspaceId: 'ws-2', userId: 'u1' })
+      ).toBe(false)
+      expect(mockIsPlatformAdmin).not.toHaveBeenCalled()
+    })
+
+    it('opens for a platform admin in any workspace', async () => {
+      withAppConfig({ 'knowledge-member-access': { workspaceIds: ['ws-1'], adminEnabled: true } })
+      mockIsPlatformAdmin.mockResolvedValue(true)
+      expect(
+        await isFeatureEnabled('knowledge-member-access', { workspaceId: 'ws-2', userId: 'admin' })
+      ).toBe(true)
+      mockIsPlatformAdmin.mockResolvedValue(false)
+      expect(
+        await isFeatureEnabled('knowledge-member-access', { workspaceId: 'ws-2', userId: 'u1' })
+      ).toBe(false)
+      expect(await isFeatureEnabled('knowledge-member-access', { workspaceId: 'ws-2' })).toBe(false)
+    })
   })
 
   describe('credential-groups flag', () => {
diff --git a/apps/sim/lib/core/config/feature-flags.ts b/apps/sim/lib/core/config/feature-flags.ts
index e0d457d69c9..aab00d1d8ad 100644
--- a/apps/sim/lib/core/config/feature-flags.ts
+++ b/apps/sim/lib/core/config/feature-flags.ts
@@ -85,6 +85,16 @@ const FEATURE_FLAGS = {
       'Enterprise subscription. Off-AppConfig falls back to CREDENTIAL_GROUPS.',
     fallback: 'CREDENTIAL_GROUPS',
   },
+  'knowledge-member-access': {
+    description:
+      'Permission-aware knowledge bases: lets a workspace admin sync a connector once per ' +
+      'Credential Group member so each person sees only what their own account can read, and ' +
+      'makes hybrid retrieval with a source-recency boost the default for searches in that ' +
+      'workspace. Gated by workspaceId and platform admins via AppConfig; off-AppConfig falls ' +
+      'back to KNOWLEDGE_MEMBER_ACCESS. Requires the credential-groups flag for the connector ' +
+      'side to do anything.',
+    fallback: 'KNOWLEDGE_MEMBER_ACCESS',
+  },
 } satisfies Record<string, FeatureFlagDefinition>
 
 /**
diff --git a/apps/sim/lib/credential-groups/credentials.ts b/apps/sim/lib/credential-groups/credentials.ts
index 985d6b60b72..735959a3607 100644
--- a/apps/sim/lib/credential-groups/credentials.ts
+++ b/apps/sim/lib/credential-groups/credentials.ts
@@ -54,6 +54,28 @@ export interface ManagedCredentialGroupBinding {
   credentialGroupId: string
   credentialGroupOptionId: string
   managedOauthStatus: ManagedOAuthCredentialStatus
+  enrollmentStatus: CredentialGroupEnrollmentStatus
+  groupStatus: 'active' | 'disabled'
+  /** Null when the option was removed from the group. */
+  optionStatus: 'active' | 'disabled' | null
+}
+
+/**
+ * Whether a managed credential may be used right now: the credential, its
+ * enrollment, its option, and its group are all live. Every consumer that
+ * mints a token from a binding checks this, so a disabled option or a revoked
+ * enrollment denies without waiting for a scope bump to invalidate the
+ * credential itself.
+ */
+export function isManagedCredentialGroupBindingLive(
+  binding: ManagedCredentialGroupBinding
+): boolean {
+  return (
+    binding.managedOauthStatus === 'active' &&
+    (binding.enrollmentStatus === 'in_progress' || binding.enrollmentStatus === 'completed') &&
+    binding.groupStatus === 'active' &&
+    binding.optionStatus === 'active'
+  )
 }
 
 export interface CredentialGroupEnrollmentAccess {
@@ -175,12 +197,16 @@ export async function loadManagedCredentialGroupBinding(
       credentialGroupId: credentialGroupEnrollment.credentialGroupId,
       credentialGroupOptionId: credential.credentialGroupOptionId,
       managedOauthStatus: credential.managedOauthStatus,
+      enrollmentStatus: credentialGroupEnrollment.status,
+      groupStatus: credentialGroup.status,
+      groupOptions: credentialGroup.options,
     })
     .from(credential)
     .innerJoin(
       credentialGroupEnrollment,
       eq(credentialGroupEnrollment.id, credential.credentialGroupEnrollmentId)
     )
+    .innerJoin(credentialGroup, eq(credentialGroup.id, credentialGroupEnrollment.credentialGroupId))
     .where(and(eq(credential.id, credentialId), eq(credential.type, 'managed_oauth')))
     .limit(1)
   if (!row) return null
@@ -198,6 +224,10 @@ export async function loadManagedCredentialGroupBinding(
     credentialGroupId: row.credentialGroupId,
     credentialGroupOptionId: row.credentialGroupOptionId,
     managedOauthStatus: row.managedOauthStatus,
+    enrollmentStatus: row.enrollmentStatus,
+    groupStatus: row.groupStatus,
+    optionStatus:
+      row.groupOptions.find((option) => option.id === row.credentialGroupOptionId)?.status ?? null,
   }
 }
 
diff --git a/apps/sim/lib/knowledge/access/availability.ts b/apps/sim/lib/knowledge/access/availability.ts
new file mode 100644
index 00000000000..b6f31798840
--- /dev/null
+++ b/apps/sim/lib/knowledge/access/availability.ts
@@ -0,0 +1,26 @@
+import { isFeatureEnabled } from '@/lib/core/config/feature-flags'
+
+/**
+ * Who is asking, for the flag's workspace allowlist and platform-admin
+ * clauses. `userId` is the signed-in user when there is one; an actorless
+ * caller (a schedule, a cron, an API key) passes none and is judged by the
+ * workspace alone.
+ */
+export interface KnowledgeMemberAccessContext {
+  workspaceId: string
+  userId?: string
+}
+
+/**
+ * Whether permission-aware knowledge is on for this workspace: members-mode
+ * connectors, their per-member change feeds, and hybrid-by-default retrieval
+ * with the source-recency boost. Everything the feature adds checks this one
+ * gate, so turning the flag off freezes members-mode connectors (their
+ * documents stay hidden, nothing is deleted) and returns search to the
+ * semantic-only default.
+ */
+export async function isKnowledgeMemberAccessAvailable(
+  context: KnowledgeMemberAccessContext
+): Promise<boolean> {
+  return isFeatureEnabled('knowledge-member-access', context)
+}
diff --git a/apps/sim/lib/knowledge/application/connector-access.ts b/apps/sim/lib/knowledge/application/connector-access.ts
index 996cd12ad0a..8b0084e494c 100644
--- a/apps/sim/lib/knowledge/application/connector-access.ts
+++ b/apps/sim/lib/knowledge/application/connector-access.ts
@@ -1,5 +1,5 @@
 import { AuditAction, AuditResourceType } from '@sim/audit'
-import type { Principal } from '@sim/auth/principal'
+import { type Principal, resolvePrincipalSubjectUserId } from '@sim/auth/principal'
 import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { generateRequestId } from '@/lib/core/utils/request'
@@ -69,6 +69,7 @@ export const updateKnowledgeConnectorAccess = defineAuthorizedKnowledgeUseCase({
             accessMode: 'members' as const,
             binding: await resolveKnowledgeConnectorMembersBinding({
               workspaceId,
+              actingUserId: resolvePrincipalSubjectUserId(principal) ?? undefined,
               connectorMeta,
               binding: {
                 credentialGroupId: requireBindingField(
diff --git a/apps/sim/lib/knowledge/application/connectors.test.ts b/apps/sim/lib/knowledge/application/connectors.test.ts
index b78e3b3172e..6425cb7bf07 100644
--- a/apps/sim/lib/knowledge/application/connectors.test.ts
+++ b/apps/sim/lib/knowledge/application/connectors.test.ts
@@ -108,6 +108,7 @@ const crossWorkspaceContext = {
 
 const connectorContext = {
   ...crossWorkspaceContext,
+  access: { get: async () => ({ kind: 'workspace' as const, tokens: ['ws', 'pub'] as const }) },
   connectorId: 'connector-b',
   connector: {
     id: 'connector-b',
diff --git a/apps/sim/lib/knowledge/application/connectors.ts b/apps/sim/lib/knowledge/application/connectors.ts
index 0233b7ee282..43f785efe27 100644
--- a/apps/sim/lib/knowledge/application/connectors.ts
+++ b/apps/sim/lib/knowledge/application/connectors.ts
@@ -20,6 +20,7 @@ import {
   getCredentialActorContext,
   resolveCredentialTokenIdentity,
 } from '@/lib/credentials/access'
+import { knowledgeAccessCondition } from '@/lib/knowledge/access/predicate'
 import { defineAuthorizedKnowledgeUseCase } from '@/lib/knowledge/application/authorized-knowledge-use-case'
 import {
   resolveKnowledgeAttributedUserId,
@@ -432,6 +433,7 @@ export const createKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
       }
       membersBinding = await resolveKnowledgeConnectorMembersBinding({
         workspaceId,
+        actingUserId: subjectUserId,
         connectorMeta,
         binding: {
           credentialGroupId: input.credentialGroupId,
@@ -720,6 +722,7 @@ export const listKnowledgeConnectorDocuments = defineAuthorizedKnowledgeUseCase(
       eq(document.connectorId, context.connectorId),
       isNull(document.archivedAt),
       isNull(document.deletedAt),
+      knowledgeAccessCondition(await context.access.get()),
     ] as const
     const [[activeCount], excludedCountRows] = await Promise.all([
       db
diff --git a/apps/sim/lib/knowledge/application/documents.ts b/apps/sim/lib/knowledge/application/documents.ts
index 89e6af871df..78a9ed8eba6 100644
--- a/apps/sim/lib/knowledge/application/documents.ts
+++ b/apps/sim/lib/knowledge/application/documents.ts
@@ -1002,6 +1002,7 @@ export const bulkUpdateKnowledgeDocuments = defineAuthorizedKnowledgeUseCase({
           context.knowledgeBaseId,
           input.operation,
           input.enabledFilter,
+          await context.access.get(),
           generateRequestId()
         )
       : input.documentIds?.length
diff --git a/apps/sim/lib/knowledge/application/search.test.ts b/apps/sim/lib/knowledge/application/search.test.ts
index 227d23cab69..d7949ab6735 100644
--- a/apps/sim/lib/knowledge/application/search.test.ts
+++ b/apps/sim/lib/knowledge/application/search.test.ts
@@ -162,7 +162,8 @@ describe('knowledge search application use case', () => {
       expect.objectContaining({
         knowledgeBaseIds: ['knowledge-1'],
         topK: 5,
-        searchMode: 'hybrid',
+        searchMode: 'vector',
+        boostRecency: false,
       })
     )
     expect(result.results[0]).toMatchObject({
diff --git a/apps/sim/lib/knowledge/application/search.ts b/apps/sim/lib/knowledge/application/search.ts
index 611f6aa7bb2..7b95ddfa468 100644
--- a/apps/sim/lib/knowledge/application/search.ts
+++ b/apps/sim/lib/knowledge/application/search.ts
@@ -38,6 +38,7 @@ import { getEmbeddingModelInfo } from '@/lib/knowledge/embedding-models'
 import { runWithKnowledgeModelInputProvenance } from '@/lib/knowledge/model-input-provenance'
 import { rerank } from '@/lib/knowledge/reranker'
 import type { RerankerStatus } from '@/lib/knowledge/reranker-models'
+import { resolveKnowledgeSearchDefaults } from '@/lib/knowledge/search/defaults'
 import {
   executeKnowledgeSearch,
   generateSearchEmbedding,
@@ -288,6 +289,11 @@ export const searchKnowledge = defineAuthorizedKnowledgeUseCase({
       : Promise.resolve(null)
     /** Resolved alongside the embedding call; both are needed before the first leg runs. */
     const accessPromise = context.access.get()
+    const searchDefaults = await resolveKnowledgeSearchDefaults({
+      workspaceId: context.workspaceId,
+      userId,
+      requestedMode: input.searchMode,
+    })
     const useReranker = Boolean(input.rerankerEnabled && hasQuery)
     const candidateTopK = useReranker
       ? input.rerankerInputCount !== undefined
@@ -302,7 +308,8 @@ export const searchKnowledge = defineAuthorizedKnowledgeUseCase({
       knowledgeBaseIds,
       topK: candidateTopK,
       access,
-      searchMode: input.searchMode ?? 'hybrid',
+      searchMode: searchDefaults.searchMode,
+      boostRecency: searchDefaults.boostRecency,
       query: input.query,
       queryVector: hasQuery
         ? JSON.stringify((await queryEmbeddingPromise)?.embedding ?? null)
diff --git a/apps/sim/lib/knowledge/application/tags.ts b/apps/sim/lib/knowledge/application/tags.ts
index d9a88888c72..c2e836f1075 100644
--- a/apps/sim/lib/knowledge/application/tags.ts
+++ b/apps/sim/lib/knowledge/application/tags.ts
@@ -354,7 +354,13 @@ export const readKnowledgeTagUsage = defineAuthorizedKnowledgeUseCase({
   resolveContext: ({ principal, input }: { principal: Principal; input: ListKnowledgeTagsInput }) =>
     resolveActiveKnowledgeResourceContext(input, principal),
   async execute({ context }) {
-    return { usage: await getTagUsageStats(context.knowledgeBaseId, generateRequestId()) }
+    return {
+      usage: await getTagUsageStats(
+        context.knowledgeBaseId,
+        await context.access.get(),
+        generateRequestId()
+      ),
+    }
   },
 })
 
diff --git a/apps/sim/lib/knowledge/connectors/member-access.test.ts b/apps/sim/lib/knowledge/connectors/member-access.test.ts
index d8517d20626..6bcd5f50a7c 100644
--- a/apps/sim/lib/knowledge/connectors/member-access.test.ts
+++ b/apps/sim/lib/knowledge/connectors/member-access.test.ts
@@ -35,6 +35,16 @@ vi.mock('@/lib/resource-policies/repository', async () => {
 vi.mock('@/lib/credential-groups/credentials', () => ({
   loadManagedCredentialGroupBinding: mocks.loadBinding,
   listCredentialGroupOptionCredentialReferences: mocks.listOptionCredentials,
+  isManagedCredentialGroupBindingLive: (binding: {
+    managedOauthStatus: string
+    enrollmentStatus: string
+    groupStatus: string
+    optionStatus: string | null
+  }) =>
+    binding.managedOauthStatus === 'active' &&
+    (binding.enrollmentStatus === 'in_progress' || binding.enrollmentStatus === 'completed') &&
+    binding.groupStatus === 'active' &&
+    binding.optionStatus === 'active',
 }))
 
 vi.mock('@/lib/credentials/managed-oauth', () => ({
@@ -44,6 +54,7 @@ vi.mock('@/lib/credentials/managed-oauth', () => ({
 import { compileCredentialGroupWorkflowAccessPolicy } from '@/lib/credential-groups/application/workflow-access-policy'
 import { CREDENTIAL_GROUP_KNOWLEDGE_CONNECTOR_ACCESS_LIMIT } from '@/lib/credential-groups/workflow-access-limits'
 import {
+  findListingCapViolation,
   grantKnowledgeConnectorCredentialAccess,
   KnowledgeConnectorMemberAccessDeniedError,
   listKnowledgeConnectorMemberCredentials,
@@ -279,6 +290,9 @@ describe('knowledge connector member access', () => {
         credentialGroupId: GROUP_ID,
         credentialGroupOptionId: 'option-drive',
         managedOauthStatus: 'active',
+        enrollmentStatus: 'completed',
+        groupStatus: 'active',
+        optionStatus: 'active',
       })
       mocks.resolveManagedOAuthToken.mockResolvedValue({ accessToken: 'token', refreshed: false })
     })
@@ -342,6 +356,32 @@ describe('knowledge connector member access', () => {
       expect(mocks.resolveManagedOAuthToken).not.toHaveBeenCalled()
     })
 
+    it.each([
+      ['a revoked enrollment', { enrollmentStatus: 'revoked' }],
+      ['a disabled option', { optionStatus: 'disabled' }],
+      ['a removed option', { optionStatus: null }],
+      ['a disabled group', { groupStatus: 'disabled' }],
+      ['a credential needing re-auth', { managedOauthStatus: 'needs_reauth' }],
+    ] as const)('denies %s before consulting any policy', async (_name, overrides) => {
+      mocks.loadBinding.mockResolvedValue({
+        credentialId: 'credential-1',
+        workspaceId: 'workspace-1',
+        providerId: 'google-drive',
+        credentialGroupId: GROUP_ID,
+        credentialGroupOptionId: 'option-drive',
+        managedOauthStatus: 'active',
+        enrollmentStatus: 'completed',
+        groupStatus: 'active',
+        optionStatus: 'active',
+        ...overrides,
+      })
+
+      await expect(mintKnowledgeConnectorMemberToken(mintInput)).rejects.toBeInstanceOf(
+        KnowledgeConnectorMemberAccessDeniedError
+      )
+      expect(mocks.requireResourcePolicy).not.toHaveBeenCalled()
+    })
+
     it('denies a credential from another workspace before consulting any policy', async () => {
       mocks.loadBinding.mockResolvedValue({
         credentialId: 'credential-1',
@@ -350,6 +390,9 @@ describe('knowledge connector member access', () => {
         credentialGroupId: GROUP_ID,
         credentialGroupOptionId: 'option-drive',
         managedOauthStatus: 'active',
+        enrollmentStatus: 'completed',
+        groupStatus: 'active',
+        optionStatus: 'active',
       })
 
       await expect(mintKnowledgeConnectorMemberToken(mintInput)).rejects.toBeInstanceOf(
@@ -484,3 +527,18 @@ describe('knowledge connector member access', () => {
     })
   })
 })
+
+describe('findListingCapViolation', () => {
+  const meta = {
+    permissionScopedListing: { capFieldIds: ['maxFiles'] },
+    configFields: [{ id: 'maxFiles', title: 'Max Files' }],
+  } as never
+
+  it.each([[undefined], [null], [''], ['0'], [0], [' 0 ']])('treats %j as unlimited', (value) => {
+    expect(findListingCapViolation(meta, { maxFiles: value })).toBeNull()
+  })
+
+  it.each([['5'], [5], ['abc']])('refuses %j', (value) => {
+    expect(findListingCapViolation(meta, { maxFiles: value })).toContain('Max Files')
+  })
+})
diff --git a/apps/sim/lib/knowledge/connectors/member-access.ts b/apps/sim/lib/knowledge/connectors/member-access.ts
index ef73cc100dd..2b2cfd71e5d 100644
--- a/apps/sim/lib/knowledge/connectors/member-access.ts
+++ b/apps/sim/lib/knowledge/connectors/member-access.ts
@@ -14,6 +14,7 @@ import {
 import {
   type CredentialGroupCredentialListContext,
   type CredentialGroupOptionCredentialReference,
+  isManagedCredentialGroupBindingLive,
   listCredentialGroupOptionCredentialReferences,
   loadManagedCredentialGroupBinding,
 } from '@/lib/credential-groups/credentials'
@@ -298,6 +299,11 @@ export async function mintKnowledgeConnectorMemberToken(
       'Managed credential is not enrolled in a Credential Group in this workspace'
     )
   }
+  if (!isManagedCredentialGroupBindingLive(binding)) {
+    throw new KnowledgeConnectorMemberAccessDeniedError(
+      'Managed credential is not currently usable: its enrollment, option, or group is not active'
+    )
+  }
   await assertKnowledgeConnectorCredentialAccess({
     workspaceId: binding.workspaceId,
     credentialGroupId: binding.credentialGroupId,
@@ -358,12 +364,35 @@ export type KnowledgeConnectorMembersBindingValidation =
   | { ok: true; option: CredentialGroupOptionConfig }
   | { ok: false; message: string }
 
+/** Whether a listing cap is in force. Blank, `0`, and `'0'` all mean unlimited. */
 function isCapFieldSet(value: unknown): boolean {
   if (value === undefined || value === null) return false
-  if (typeof value === 'string') return value.trim().length > 0
+  if (typeof value === 'number') return value > 0
+  if (typeof value === 'string') {
+    const trimmed = value.trim()
+    if (trimmed.length === 0) return false
+    const parsed = Number(trimmed)
+    return !(Number.isFinite(parsed) && parsed <= 0)
+  }
   return true
 }
 
+/**
+ * The source config without its listing caps. A cap has no meaning once a
+ * connector syncs per member, so the switch clears it rather than refusing a
+ * connector the admin can no longer see the field on.
+ */
+export function stripListingCapFields(
+  connectorMeta: Pick<ConnectorMeta, 'permissionScopedListing'>,
+  sourceConfig: Record<string, unknown>
+): Record<string, unknown> {
+  const capFieldIds = connectorMeta.permissionScopedListing?.capFieldIds ?? []
+  if (capFieldIds.length === 0) return sourceConfig
+  const stripped = { ...sourceConfig }
+  for (const fieldId of capFieldIds) delete stripped[fieldId]
+  return stripped
+}
+
 /**
  * The message refusing a source config that caps a per-member listing, or
  * null when nothing caps it. A cap would hide part of a member's corpus and
diff --git a/apps/sim/lib/knowledge/connectors/member-observations.ts b/apps/sim/lib/knowledge/connectors/member-observations.ts
index 188c0066d66..ecefbb838bf 100644
--- a/apps/sim/lib/knowledge/connectors/member-observations.ts
+++ b/apps/sim/lib/knowledge/connectors/member-observations.ts
@@ -178,7 +178,13 @@ export async function materializeDocumentAcls(
     const rows = await db
       .update(document)
       .set({ acl: observedAcl() })
-      .where(and(inArray(document.id, batch), eq(document.connectorId, connectorId)))
+      .where(
+        and(
+          inArray(document.id, batch),
+          eq(document.connectorId, connectorId),
+          sql`${document.acl} IS DISTINCT FROM ${observedAcl()}`
+        )
+      )
       .returning({ id: document.id })
     updated += rows.length
   }
@@ -324,10 +330,13 @@ export interface StaleMemberSweepResult {
  *
  * Fail-closed but schedule-relative: an active member is swept only when both
  * their last start and their last complete listing are older than
- * `max(24 h, 2 × interval)`, so queue lag in a large group never trips it, and
- * a suspended member only once they have been suspended past the same window.
- * The member row survives; the next run that lists for them rebuilds their
- * observations. Purging is left to a run holding the lease.
+ * `max(24 h, 2 × interval)`, so queue lag in a large group never trips it. A
+ * suspended member is not swept at all: suspension already drops their token
+ * from every ACL, and their observations are kept so a re-auth restores access
+ * without a re-crawl until membership reconciliation purges the row after
+ * `MEMBER_SUSPENDED_PURGE_DAYS`. The member row survives; the next run that
+ * lists for them rebuilds their observations. Purging is left to a run holding
+ * the lease.
  */
 export async function sweepStaleMemberObservations(now: Date): Promise<StaleMemberSweepResult> {
   const staleWindow = sql`GREATEST(
@@ -353,23 +362,15 @@ export async function sweepStaleMemberObservations(now: Date): Promise<StaleMemb
             .from(knowledgeDocumentObservation)
             .where(eq(knowledgeDocumentObservation.memberId, knowledgeConnectorMember.id))
         ),
+        eq(knowledgeConnectorMember.status, 'active'),
+        lt(knowledgeConnectorMember.createdAt, cutoff),
         or(
-          and(
-            eq(knowledgeConnectorMember.status, 'active'),
-            lt(knowledgeConnectorMember.createdAt, cutoff),
-            or(
-              isNull(knowledgeConnectorMember.lastStartedAt),
-              lt(knowledgeConnectorMember.lastStartedAt, cutoff)
-            ),
-            or(
-              isNull(knowledgeConnectorMember.lastCompleteListingAt),
-              lt(knowledgeConnectorMember.lastCompleteListingAt, cutoff)
-            )
-          ),
-          and(
-            inArray(knowledgeConnectorMember.status, ['suspended', 'disabled']),
-            lt(knowledgeConnectorMember.suspendedAt, cutoff)
-          )
+          isNull(knowledgeConnectorMember.lastStartedAt),
+          lt(knowledgeConnectorMember.lastStartedAt, cutoff)
+        ),
+        or(
+          isNull(knowledgeConnectorMember.lastCompleteListingAt),
+          lt(knowledgeConnectorMember.lastCompleteListingAt, cutoff)
         )
       )
     )
diff --git a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
index 097911b351a..363d7f1fd62 100644
--- a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
+++ b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
@@ -10,7 +10,7 @@ import { createLogger } from '@sim/logger'
 import { getErrorMessage, toError } from '@sim/utils/errors'
 import { generateId } from '@sim/utils/id'
 import { randomInt } from '@sim/utils/random'
-import { and, eq, inArray, isNull, lte, or, sql } from 'drizzle-orm'
+import { and, eq, inArray, isNull, lte, sql } from 'drizzle-orm'
 import {
   assertBillingAttributionSnapshot,
   type BillingAttributionSnapshot,
@@ -21,6 +21,7 @@ import {
   type CredentialGroupOptionCredentialReference,
   loadCredentialGroupCredentialListContext,
 } from '@/lib/credential-groups/credentials'
+import { isKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
 import { EMPTY_ACL, subjectToken } from '@/lib/knowledge/access/tokens'
 import {
   KnowledgeConnectorMemberAccessDeniedError,
@@ -145,9 +146,15 @@ interface MemberListingOutcome {
   removedExternalIds: readonly string[]
   listedCount: number
   complete: boolean
+  /**
+   * An incomplete listing the next run can pick up where this one stopped —
+   * the budget ended, or a feed pass hit its page cap — rather than one a
+   * retry cannot improve on, such as a capped or truncated source.
+   */
+  resumable: boolean
   suspect: boolean
-  /** Cursor to store when this outcome lands; undefined leaves the member's cursor untouched. */
-  changeCursor: string | undefined
+  /** Cursor to store when this outcome lands: a value, null to close the feed, undefined to leave it. */
+  changeCursor: string | null | undefined
 }
 
 interface UnionEntry {
@@ -457,17 +464,33 @@ interface MembershipReconciliation {
  * purges members suspended past the window. Every change that alters what an
  * observer contributes to an ACL is collected for rematerialisation.
  */
+/** The credential-group option the connector was bound to no longer exists. */
+class MemberBindingGoneError extends Error {
+  constructor(message: string) {
+    super(message)
+    this.name = 'MemberBindingGoneError'
+  }
+}
+
 async function reconcileMembership(
   run: MemberSyncRun,
   binding: { credentialGroupId: string; credentialGroupOptionId: string }
 ): Promise<MembershipReconciliation> {
   const group = await loadCredentialGroupCredentialListContext(binding.credentialGroupId)
-  const option = group?.options.find(
-    (candidate) => candidate.id === binding.credentialGroupOptionId
-  )
+  if (!group) {
+    throw new MemberBindingGoneError(
+      'The Credential Group this connector synced through was deleted'
+    )
+  }
+  const option = group.options.find((candidate) => candidate.id === binding.credentialGroupOptionId)
+  if (!option) {
+    throw new MemberBindingGoneError(
+      'The Credential Group option this connector synced through was removed'
+    )
+  }
   const optionState = {
-    groupActive: group?.status === 'active',
-    optionActive: option?.status === 'active',
+    groupActive: group.status === 'active',
+    optionActive: option.status === 'active',
   }
 
   const snapshots = new Map<string, MemberCredentialSnapshot>()
@@ -623,6 +646,12 @@ async function claimNextMember(run: MemberSyncRun): Promise<MemberRow | null> {
  * a member this run claimed but could not finish is re-armed for now, and the
  * immediate re-dispatch this count triggers is what lets them finish.
  */
+/**
+ * Members with a due timestamp, which is what re-dispatch waits for. A NULL
+ * `nextAttemptAt` means "with the connector's next run" — a new member, or a
+ * completed one on a manual-only connector — and must not keep the connector
+ * re-dispatching itself; only an explicit time that has passed does that.
+ */
 async function countDueMembers(run: MemberSyncRun): Promise<number> {
   const [row] = await db
     .select({ count: sql<number>`count(*)::int` })
@@ -631,10 +660,7 @@ async function countDueMembers(run: MemberSyncRun): Promise<number> {
       and(
         eq(knowledgeConnectorMember.connectorId, run.connectorId),
         eq(knowledgeConnectorMember.status, 'active'),
-        or(
-          isNull(knowledgeConnectorMember.nextAttemptAt),
-          lte(knowledgeConnectorMember.nextAttemptAt, new Date())
-        )
+        lte(knowledgeConnectorMember.nextAttemptAt, new Date())
       )
     )
   return row?.count ?? 0
@@ -672,11 +698,13 @@ interface MemberListing {
   documents: ExternalDocument[]
   removedExternalIds: string[]
   complete: boolean
+  /** See {@link MemberListingOutcome.resumable}. */
+  resumable: boolean
   /** The source itself said this member reaches nothing; not a listing shape to doubt. */
   authoritative: boolean
   startedAt: Date
-  /** Cursor to store once the listing lands; undefined leaves the member's cursor alone. */
-  changeCursor: string | undefined
+  /** Cursor to store once the listing lands: a value, null to close the feed, undefined to leave it. */
+  changeCursor: string | null | undefined
 }
 
 async function listForMember(input: {
@@ -720,18 +748,22 @@ async function listForMember(input: {
         })
       } catch (error) {
         if (connectorConfig.isChangeCursorInvalidError?.(error) !== true) throw error
-        logger.info('Member change feed cursor expired; reopening it from a full listing', {
+        logger.warn('Member change feed cursor rejected; reopening it from a full listing', {
           connectorId: run.connectorId,
           memberId: member.id,
+          error: getErrorMessage(error),
         })
         return listForMember({ ...input, forceFull: true })
       }
+      const complete = pass.exhausted && !pass.budgetAborted
       return {
         kind: 'listed',
         mode: 'changes',
         documents: pass.upserts,
         removedExternalIds: pass.removedExternalIds,
-        complete: pass.exhausted && !pass.budgetAborted,
+        complete,
+        /** The cursor already sits past every page read, so the next run continues. */
+        resumable: !complete,
         authoritative: false,
         startedAt,
         changeCursor: pass.cursor,
@@ -777,6 +809,8 @@ async function listForMember(input: {
       documents: listing.documents,
       removedExternalIds: [],
       complete,
+      /** Only the deadline is worth retrying at once; a capped or truncated source reads the same next time. */
+      resumable: listing.budgetAborted,
       authoritative: false,
       startedAt,
       changeCursor: full && complete ? openedCursor : undefined,
@@ -797,9 +831,11 @@ async function listForMember(input: {
         documents: [],
         removedExternalIds: [],
         complete: true,
+        resumable: false,
         authoritative: true,
         startedAt,
-        changeCursor: undefined,
+        /** A feed over a scope the member cannot reach says nothing; the next full listing reopens one. */
+        changeCursor: null,
       }
     }
     logger.warn('Member listing failed', {
@@ -837,7 +873,13 @@ async function applyMemberListing(
   await db.transaction(async (tx) => {
     const added = await recordMemberObservations(tx, outcome.member.id, seenDocumentIds, run.runId)
     run.result.observationsAdded += added
-    if (added > 0) for (const documentId of seenDocumentIds) affected.add(documentId)
+    /**
+     * Every seen document is rematerialised, not only the newly observed ones:
+     * a run that died between writing observations and writing ACLs left them
+     * hidden, and the observation graph is the only record that says so.
+     * Rematerialising an already-correct ACL is a no-op write.
+     */
+    for (const documentId of seenDocumentIds) affected.add(documentId)
     if (removesAllowed) {
       const removed = await removeUnseenMemberObservations(tx, outcome.member.id, run.runId)
       run.result.observationsRemoved += removed.length
@@ -862,7 +904,9 @@ async function applyMemberListing(
         consecutiveFailures: 0,
         lastError: null,
         ...(outcome.mode === 'full' ? { lastListedCount: outcome.listedCount } : {}),
-        nextAttemptAt: outcome.complete ? nextMemberSyncTime(now, syncIntervalMinutes, false) : now,
+        nextAttemptAt: outcome.resumable
+          ? now
+          : nextMemberSyncTime(now, syncIntervalMinutes, false),
         ...(removesAllowed
           ? { lastCompleteListingAt: now, memberSyncedThrough: outcome.listingStartedAt }
           : {}),
@@ -870,7 +914,10 @@ async function applyMemberListing(
           ? { memberSyncedThrough: outcome.listingStartedAt }
           : {}),
         ...(outcome.changeCursor !== undefined
-          ? { changeCursor: outcome.changeCursor, changeCursorAt: now }
+          ? {
+              changeCursor: outcome.changeCursor,
+              changeCursorAt: outcome.changeCursor === null ? null : now,
+            }
           : {}),
         updatedAt: now,
       })
@@ -909,7 +956,20 @@ async function completeMemberSync(
       .from(knowledgeBase)
       .where(and(eq(knowledgeBase.id, run.knowledgeBaseId), isNull(knowledgeBase.deletedAt)))
       .for('update')
-    if (!activeKnowledgeBase) return false
+    if (!activeKnowledgeBase) {
+      /** Nothing to record against a deleted knowledge base; hand the lease back rather than let it expire as a failure. */
+      await tx
+        .update(knowledgeConnector)
+        .set({
+          memberSyncStatus: 'idle',
+          nextMemberSyncAt: null,
+          memberSyncLockToken: null,
+          memberSyncLockLeaseAt: null,
+          updatedAt: now,
+        })
+        .where(stillHoldsMemberSyncLock(run.connectorId, run.runId))
+      return false
+    }
     const [held] = await tx
       .select({ id: knowledgeConnector.id })
       .from(knowledgeConnector)
@@ -1157,6 +1217,13 @@ export async function executeMemberSync(
         error: 'Credential Groups are not available',
       }
     }
+    if (!(await isKnowledgeMemberAccessAvailable({ workspaceId: run.workspaceId }))) {
+      await disableMemberSync(run, 'Per-member access is not enabled for this workspace')
+      return {
+        ...skipped(result, 'connector_not_syncable'),
+        error: 'Per-member access is not enabled',
+      }
+    }
     if (!connector.credentialGroupId || !connector.credentialGroupOptionId) {
       await disableMemberSync(run, 'Connector is no longer attached to a Credential Group option')
       return {
@@ -1254,6 +1321,7 @@ export async function executeMemberSync(
         removedExternalIds: listed.removedExternalIds,
         listedCount: admitted.seenExternalIds.size,
         complete: listed.complete,
+        resumable: listed.resumable,
         suspect,
         /** A doubted listing does not open the feed either: the next full listing decides. */
         changeCursor: suspect ? undefined : listed.changeCursor,
@@ -1369,6 +1437,10 @@ export async function executeMemberSync(
       await failMemberSyncLog(runId, result, 'Connector deleted during sync').catch(() => undefined)
       return skipped(result, 'connector_deleted_during_sync')
     }
+    if (error instanceof MemberBindingGoneError) {
+      await disableMemberSync(run, error.message)
+      return { ...skipped(result, 'connector_not_syncable'), error: error.message }
+    }
 
     const errorMessage = toError(error).message
     const retryAfterMs = getRetryAfterMs(error)
diff --git a/apps/sim/lib/knowledge/connectors/source-modified-at.ts b/apps/sim/lib/knowledge/connectors/source-modified-at.ts
index 7b108cfacfa..868d809b217 100644
--- a/apps/sim/lib/knowledge/connectors/source-modified-at.ts
+++ b/apps/sim/lib/knowledge/connectors/source-modified-at.ts
@@ -4,7 +4,6 @@
  * so the persisted column is derived here rather than in each of them.
  */
 const SOURCE_MODIFIED_AT_KEYS = [
-  'sourceModifiedAt',
   'modifiedTime',
   'lastModified',
   'lastModifiedDateTime',
diff --git a/apps/sim/lib/knowledge/connectors/sync-engine.test.ts b/apps/sim/lib/knowledge/connectors/sync-engine.test.ts
index ae6cdafbbca..1ab922bbc5c 100644
--- a/apps/sim/lib/knowledge/connectors/sync-engine.test.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-engine.test.ts
@@ -2687,6 +2687,8 @@ describe('completeSuccessfulSync', () => {
     queueTableRows(schemaMock.knowledgeConnector, [{ id: 'c-1' }])
     queueTableRows(schemaMock.document, [{ count: 4 }])
     dbChainMockFns.returning
+      /** The workspace ACL restore finds nothing drifted. */
+      .mockResolvedValueOnce([])
       .mockResolvedValueOnce([{ id: 'log-1' }])
       .mockResolvedValueOnce([{ id: 'c-1' }])
 
@@ -2724,7 +2726,7 @@ describe('completeSuccessfulSync', () => {
     queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb-1' }])
     queueTableRows(schemaMock.knowledgeConnector, [{ id: 'c-1' }])
     queueTableRows(schemaMock.document, [{ count: 4 }])
-    dbChainMockFns.returning.mockResolvedValueOnce([])
+    dbChainMockFns.returning.mockResolvedValueOnce([]).mockResolvedValueOnce([])
 
     await expect(completeSuccessfulSync('c-1', 'kb-1', 'log-1', 60, RESULT, null)).resolves.toBe(
       false
diff --git a/apps/sim/lib/knowledge/connectors/sync-engine.ts b/apps/sim/lib/knowledge/connectors/sync-engine.ts
index ee4c1dbd422..06c76c14ad0 100644
--- a/apps/sim/lib/knowledge/connectors/sync-engine.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-engine.ts
@@ -211,6 +211,21 @@ export async function completeSuccessfulSync(
         .for('update')
       if (!lockedConnector) throw new SyncCompletionOwnershipLost()
 
+      /**
+       * Self-healing invariant of workspace mode: a mode switch back from
+       * members that was interrupted, or any other drift, leaves no document
+       * of this connector hidden from the workspace once a sync completes.
+       * Inside the completion transaction, after the lock is proven held, so a
+       * reclaimed run cannot rewrite a connector that has since changed mode.
+       */
+      const restoredAcls = await restoreWorkspaceDocumentAcls(tx, connectorId)
+      if (restoredAcls > 0) {
+        logger.warn('Restored workspace access on connector documents that had drifted', {
+          connectorId,
+          restoredAcls,
+        })
+      }
+
       const [{ count: actualDocCount }] = await tx
         .select({ count: sql<number>`count(*)::int` })
         .from(document)
@@ -247,15 +262,17 @@ export async function completeSuccessfulSync(
 
       const [writtenConnector] = await tx
         .update(knowledgeConnector)
-        .set(
-          buildSyncSuccessUpdate(
+        .set({
+          ...buildSyncSuccessUpdate(
             now,
             actualDocCount,
             calculateNextSyncTime(syncIntervalMinutes),
             reconciliationHoldNotice,
             result.docsFailed === 0
-          )
-        )
+          ),
+          /** Restored above, under this same lock. */
+          accessRewritePending: false,
+        })
         .where(stillHoldsSyncLock(connectorId, syncLogId))
         .returning({ id: knowledgeConnector.id })
       if (!writtenConnector) throw new SyncCompletionOwnershipLost()
@@ -666,6 +683,7 @@ export async function executeSync(
     .set(buildSyncLockAcquisition(syncLogId, new Date()))
     .where(
       and(
+        eq(knowledgeConnector.accessMode, 'workspace'),
         eq(knowledgeConnector.id, connectorId),
         inArray(knowledgeConnector.status, LOCKABLE_CONNECTOR_STATUSES),
         /**
@@ -934,19 +952,6 @@ export async function executeSync(
       lease,
     })
 
-    /**
-     * Self-healing invariant of workspace mode: a mode switch back from
-     * members that was interrupted, or any other drift, leaves no document of
-     * this connector hidden from the workspace once a sync completes.
-     */
-    const restoredAcls = await restoreWorkspaceDocumentAcls(connectorId)
-    if (restoredAcls > 0) {
-      logger.warn('Restored workspace access on connector documents that had drifted', {
-        connectorId,
-        restoredAcls,
-      })
-    }
-
     const completionLanded = await completeSuccessfulSync(
       connectorId,
       connector.knowledgeBaseId,
diff --git a/apps/sim/lib/knowledge/connectors/sync-persistence.ts b/apps/sim/lib/knowledge/connectors/sync-persistence.ts
index ef00de21593..0d9b3b869cb 100644
--- a/apps/sim/lib/knowledge/connectors/sync-persistence.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-persistence.ts
@@ -1,10 +1,11 @@
 import { db } from '@sim/db'
-import { document, embedding, knowledgeBase } from '@sim/db/schema'
+import { document, embedding, knowledgeBase, knowledgeConnector } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
 import { toError } from '@sim/utils/errors'
 import { generateId } from '@sim/utils/id'
-import { and, eq, isNull, sql } from 'drizzle-orm'
+import { and, eq, exists, isNull, sql } from 'drizzle-orm'
 import { getInternalApiBaseUrl } from '@/lib/core/utils/urls'
+import type { DbOrTx } from '@/lib/db/types'
 import { EMPTY_ACL, WORKSPACE_ACL } from '@/lib/knowledge/access/tokens'
 import { resolveSourceModifiedAt } from '@/lib/knowledge/connectors/source-modified-at'
 import type { DocumentData } from '@/lib/knowledge/documents/service'
@@ -41,7 +42,10 @@ function updatedDocumentAcl(access: SyncDocumentAccess): { acl?: string[] } {
  * whatever a mode switch or an interrupted rewrite left behind. Idempotent and
  * a no-op on a healthy connector.
  */
-export async function restoreWorkspaceDocumentAcls(connectorId: string): Promise<number> {
+export async function restoreWorkspaceDocumentAcls(
+  executor: DbOrTx,
+  connectorId: string
+): Promise<number> {
   /**
    * The comparison array is assembled from scalar binds: the shared pool runs
    * with `fetch_types: false`, under which a JS array bound as one parameter
@@ -52,10 +56,26 @@ export async function restoreWorkspaceDocumentAcls(connectorId: string): Promise
     WORKSPACE_ACL.map((token) => sql`${token}`),
     sql`, `
   )}]::text[]`
-  const restored = await db
+  const restored = await executor
     .update(document)
     .set({ acl: [...WORKSPACE_ACL] })
-    .where(and(eq(document.connectorId, connectorId), sql`${document.acl} <> ${workspaceAcl}`))
+    .where(
+      and(
+        eq(document.connectorId, connectorId),
+        sql`${document.acl} <> ${workspaceAcl}`,
+        exists(
+          executor
+            .select({ one: sql`1` })
+            .from(knowledgeConnector)
+            .where(
+              and(
+                eq(knowledgeConnector.id, connectorId),
+                eq(knowledgeConnector.accessMode, 'workspace')
+              )
+            )
+        )
+      )
+    )
     .returning({ id: document.id })
   return restored.length
 }
@@ -243,8 +263,8 @@ export async function persistSkippedDocuments(
     existingId?: string
     extDoc: ExternalDocument
   }>,
-  sourceConfig?: Record<string, unknown>,
-  access: SyncDocumentAccess = 'workspace'
+  sourceConfig: Record<string, unknown> | undefined,
+  access: SyncDocumentAccess
 ): Promise<number> {
   if (skipOps.length === 0) {
     return 0
@@ -304,6 +324,7 @@ export async function persistSkippedDocuments(
           storageKey: skipped.storageKey,
           fileSize: skipped.fileSize,
           mimeType: skipped.mimeType,
+          sourceModifiedAt: skipped.sourceModifiedAt,
           processingStatus: skipped.processingStatus,
           processingError: skipped.processingError,
           processingStartedAt: null,
@@ -395,8 +416,8 @@ export async function addDocument(
   connectorType: string,
   extDoc: ExternalDocument,
   kbOwner: KnowledgeBaseOwner,
-  sourceConfig?: Record<string, unknown>,
-  access: SyncDocumentAccess = 'workspace'
+  sourceConfig: Record<string, unknown> | undefined,
+  access: SyncDocumentAccess
 ): Promise<DocumentData> {
   const documentId = generateId()
   const artifact = connectorStoredArtifact(extDoc)
@@ -492,8 +513,8 @@ export async function updateDocument(
   connectorType: string,
   extDoc: ExternalDocument,
   kbOwner: KnowledgeBaseOwner,
-  sourceConfig?: Record<string, unknown>,
-  access: SyncDocumentAccess = 'workspace'
+  sourceConfig: Record<string, unknown> | undefined,
+  access: SyncDocumentAccess
 ): Promise<DocumentData> {
   const existingRows = await db
     .select({ fileUrl: document.fileUrl })
diff --git a/apps/sim/lib/knowledge/documents/service.ts b/apps/sim/lib/knowledge/documents/service.ts
index a4266757492..5322726a991 100644
--- a/apps/sim/lib/knowledge/documents/service.ts
+++ b/apps/sim/lib/knowledge/documents/service.ts
@@ -3035,6 +3035,7 @@ export async function bulkDocumentOperationByFilter(
   knowledgeBaseId: string,
   operation: 'enable' | 'disable' | 'delete',
   enabledFilter: 'all' | 'enabled' | 'disabled' | undefined,
+  access: KnowledgeAccessScope,
   requestId: string
 ): Promise<{
   success: boolean
@@ -3054,6 +3055,8 @@ export async function bulkDocumentOperationByFilter(
     eq(document.userExcluded, false),
     isNull(document.archivedAt),
     isNull(document.deletedAt),
+    /** "Every document" means every document the caller can see. */
+    knowledgeAccessCondition(access),
   ]
 
   if (enabledFilter === 'enabled') {
diff --git a/apps/sim/lib/knowledge/orchestration/connector-access.test.ts b/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
index bcff731f977..44cd5ea9aca 100644
--- a/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
+++ b/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
@@ -11,6 +11,7 @@ const mocks = vi.hoisted(() => ({
   loadGroup: vi.fn(),
   dispatchSync: vi.fn(),
   dispatchMemberSync: vi.fn(),
+  memberAccessAvailable: vi.fn(),
 }))
 
 vi.mock('@sim/audit', () => ({
@@ -33,10 +34,14 @@ vi.mock('@/lib/knowledge/connectors/member-access', () => ({
   revokeKnowledgeConnectorCredentialAccess: mocks.revoke,
   validateKnowledgeConnectorMembersBinding: mocks.validateBinding,
   findListingCapViolation: vi.fn(() => null),
+  stripListingCapFields: (_meta: unknown, sourceConfig: Record<string, unknown>) => sourceConfig,
 }))
 vi.mock('@/lib/credential-groups/credentials', () => ({
   loadCredentialGroupCredentialListContext: mocks.loadGroup,
 }))
+vi.mock('@/lib/knowledge/access/availability', () => ({
+  isKnowledgeMemberAccessAvailable: mocks.memberAccessAvailable,
+}))
 vi.mock('@/lib/knowledge/connectors/queue', () => ({ dispatchSync: mocks.dispatchSync }))
 vi.mock('@/lib/knowledge/connectors/member-queue', () => ({
   dispatchMemberSync: mocks.dispatchMemberSync,
@@ -95,13 +100,35 @@ function switchTo(target: Parameters<typeof performUpdateKnowledgeConnectorAcces
 }
 
 describe('resolveKnowledgeConnectorMembersBinding', () => {
-  beforeEach(() => vi.clearAllMocks())
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mocks.memberAccessAvailable.mockResolvedValue(true)
+  })
+
+  it('refuses members mode where the feature is off, before loading anything', async () => {
+    mocks.memberAccessAvailable.mockResolvedValue(false)
+    await expect(
+      resolveKnowledgeConnectorMembersBinding({
+        workspaceId: 'ws-1',
+        actingUserId: 'admin-1',
+        connectorMeta: {} as never,
+        binding: { credentialGroupId: 'group-1', credentialGroupOptionId: 'option-1' },
+        sourceConfig: {},
+      })
+    ).rejects.toMatchObject({ message: 'Per-member access is not available for this workspace' })
+    expect(mocks.memberAccessAvailable).toHaveBeenCalledWith({
+      workspaceId: 'ws-1',
+      userId: 'admin-1',
+    })
+    expect(mocks.loadGroup).not.toHaveBeenCalled()
+  })
 
   it('refuses a group from another workspace before validating anything', async () => {
     mocks.loadGroup.mockResolvedValue({ workspaceId: 'ws-2', status: 'active', options: [] })
     await expect(
       resolveKnowledgeConnectorMembersBinding({
         workspaceId: 'ws-1',
+        actingUserId: 'admin-1',
         connectorMeta: {} as never,
         binding: { credentialGroupId: 'group-1', credentialGroupOptionId: 'option-1' },
         sourceConfig: {},
@@ -116,6 +143,7 @@ describe('resolveKnowledgeConnectorMembersBinding', () => {
     await expect(
       resolveKnowledgeConnectorMembersBinding({
         workspaceId: 'ws-1',
+        actingUserId: 'admin-1',
         connectorMeta: {} as never,
         binding: { credentialGroupId: 'group-1', credentialGroupOptionId: 'option-1' },
         sourceConfig: { maxFiles: '5' },
diff --git a/apps/sim/lib/knowledge/orchestration/connector-access.ts b/apps/sim/lib/knowledge/orchestration/connector-access.ts
index 0fc4251ef2a..4b4134b400d 100644
--- a/apps/sim/lib/knowledge/orchestration/connector-access.ts
+++ b/apps/sim/lib/knowledge/orchestration/connector-access.ts
@@ -1,16 +1,19 @@
 import { db } from '@sim/db'
 import { document, knowledgeConnector, knowledgeConnectorMember } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
+import { getErrorMessage } from '@sim/utils/errors'
 import { generateId } from '@sim/utils/id'
 import { and, eq, inArray, isNull, sql } from 'drizzle-orm'
 import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { generateRequestId } from '@/lib/core/utils/request'
 import { loadCredentialGroupCredentialListContext } from '@/lib/credential-groups/credentials'
+import { isKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
 import { EMPTY_ACL, WORKSPACE_ACL } from '@/lib/knowledge/access/tokens'
 import {
   grantKnowledgeConnectorCredentialAccess,
   revokeKnowledgeConnectorCredentialAccess,
+  stripListingCapFields,
   validateKnowledgeConnectorMembersBinding,
 } from '@/lib/knowledge/connectors/member-access'
 import {
@@ -28,6 +31,14 @@ import type { ConnectorMeta } from '@/connectors/types'
 
 const logger = createLogger('KnowledgeConnectorAccessOrchestration')
 
+/** The switch lease was taken away between acquiring it and writing the flip. */
+class SwitchLeaseLostError extends Error {
+  constructor() {
+    super('Connector changed during the switch')
+    this.name = 'SwitchLeaseLostError'
+  }
+}
+
 /** Documents rewritten per statement while switching modes. */
 const ACCESS_REWRITE_BATCH_SIZE = 1000
 /** Wall-clock the request spends rewriting before handing the rest to the member run. */
@@ -51,6 +62,8 @@ export interface KnowledgeConnectorMembersBinding {
 
 export interface ResolvedMembersBinding extends KnowledgeConnectorMembersBinding {
   workspaceId: string
+  /** The connector's source config with the listing caps cleared, which members mode stores. */
+  sourceConfig: Record<string, unknown>
 }
 
 /**
@@ -60,22 +73,36 @@ export interface ResolvedMembersBinding extends KnowledgeConnectorMembersBinding
  */
 export async function resolveKnowledgeConnectorMembersBinding(input: {
   workspaceId: string
+  /** The signed-in admin, for the feature gate's platform-admin clause. */
+  actingUserId: string | undefined
   connectorMeta: Pick<ConnectorMeta, 'name' | 'auth' | 'permissionScopedListing' | 'configFields'>
   binding: KnowledgeConnectorMembersBinding
   sourceConfig: Record<string, unknown>
 }): Promise<ResolvedMembersBinding> {
+  if (
+    !(await isKnowledgeMemberAccessAvailable({
+      workspaceId: input.workspaceId,
+      userId: input.actingUserId,
+    }))
+  ) {
+    throw new OrchestrationError(
+      'validation',
+      'Per-member access is not available for this workspace'
+    )
+  }
   const group = await loadCredentialGroupCredentialListContext(input.binding.credentialGroupId)
   if (!group || group.workspaceId !== input.workspaceId) {
     throw new OrchestrationError('validation', 'Credential Group was not found in this workspace')
   }
+  const sourceConfig = stripListingCapFields(input.connectorMeta, input.sourceConfig)
   const validation = validateKnowledgeConnectorMembersBinding({
     connectorMeta: input.connectorMeta,
     group,
     credentialGroupOptionId: input.binding.credentialGroupOptionId,
-    sourceConfig: input.sourceConfig,
+    sourceConfig,
   })
   if (!validation.ok) throw new OrchestrationError('validation', validation.message)
-  return { ...input.binding, workspaceId: input.workspaceId }
+  return { ...input.binding, workspaceId: input.workspaceId, sourceConfig }
 }
 
 /**
@@ -188,12 +215,19 @@ export type PerformUpdateKnowledgeConnectorAccessResult = KnowledgeOrchestration
 }>
 
 /**
- * Moves a connector between access modes: rewrite the documents' ACLs to the
- * new mode's default, then flip the mode, all under the connector's content
- * lease so neither engine runs against a half-rewritten corpus. A rewrite that
- * outgrows the request budget is left for the member run to finish before the
- * mode takes effect (`accessRewritePending`); documents are only ever hidden
- * early, never shown early.
+ * Moves a connector between access modes under the connector's content lease,
+ * so neither engine runs against a half-rewritten corpus.
+ *
+ * Into members mode: grant the option's credentials first (a reversible policy
+ * write), rewrite every ACL to nobody, then flip. A rewrite that outgrows the
+ * request budget is finished by the first member run before it lists
+ * (`accessRewritePending`); documents are hidden early, never shown early.
+ *
+ * Back to workspace mode: rewrite every ACL to the workspace first — the admin
+ * asked for exactly that visibility, and a rewrite interrupted here is
+ * corrected by the still-members-mode engine — then drop the members and flip
+ * in one transaction, then revoke the grant. A rewrite that outgrows the budget
+ * is finished by the next content sync (`accessRewritePending`).
  */
 export async function performUpdateKnowledgeConnectorAccess(
   params: PerformUpdateKnowledgeConnectorAccessParams
@@ -215,21 +249,35 @@ export async function performUpdateKnowledgeConnectorAccess(
     return { success: true, connector, changed: false }
   }
 
+  /**
+   * Staying in workspace mode with a different credential is a plain credential
+   * change: no document's visibility moves, so nothing needs the lease.
+   */
+  if (target.accessMode === 'workspace' && existing.accessMode === 'workspace') {
+    const now = new Date()
+    const [updated] = await db
+      .update(knowledgeConnector)
+      .set({ credentialId: target.credentialId, updatedAt: now })
+      .where(and(eq(knowledgeConnector.id, connectorId), isNull(knowledgeConnector.deletedAt)))
+      .returning()
+    if (!updated) return fail('Connector not found', 'not_found')
+    const { encryptedApiKey: _secret, ...connector } = updated
+    return { success: true, connector, changed: true }
+  }
+
   const switchId = generateId()
   /**
    * The status to restore is the one the row had before the lease, which the
-   * lease itself asserts: a row returned by the lease update already reads
-   * `syncing`, and a status that moved between the read and the lease makes
-   * the lease fail rather than be restored wrongly.
+   * lease itself asserts: a status that moved between the read and the lease
+   * makes the lease fail rather than be restored wrongly.
    */
-  const previousStatus = existing.status === 'pending' ? 'active' : existing.status
+  const previousStatus = existing.status
   const leased = await acquireSwitchLease(connectorId, kb.id, switchId, existing.status)
   if (!leased) return fail('Sync already in progress', 'conflict')
   const deadlineAt = Date.now() + ACCESS_REWRITE_REQUEST_BUDGET_MS
 
   try {
     if (target.accessMode === 'members') {
-      const rewritten = await rewriteConnectorAcls(connectorId, EMPTY_ACL, deadlineAt)
       await grantKnowledgeConnectorCredentialAccess(
         {
           workspaceId: kb.workspaceId,
@@ -239,33 +287,96 @@ export async function performUpdateKnowledgeConnectorAccess(
         },
         params.userId
       )
-      if (
-        existing.credentialGroupId &&
-        existing.credentialGroupId !== target.binding.credentialGroupId
-      ) {
+      try {
+        const rewritten = await rewriteConnectorAcls(connectorId, EMPTY_ACL, deadlineAt)
+        const now = new Date()
+        const [updated] = await db
+          .update(knowledgeConnector)
+          .set({
+            accessMode: 'members',
+            credentialId: null,
+            credentialGroupId: target.binding.credentialGroupId,
+            credentialGroupOptionId: target.binding.credentialGroupOptionId,
+            sourceConfig: target.binding.sourceConfig,
+            accessRewritePending: !rewritten,
+            memberSyncStatus: 'idle',
+            memberSyncConsecutiveFailures: 0,
+            lastMemberSyncError: null,
+            nextMemberSyncAt: now,
+            nextSyncAt: null,
+            status: previousStatus,
+            syncLockToken: null,
+            syncLockLeaseAt: null,
+            updatedAt: now,
+          })
+          .where(switchLeaseHeld(connectorId, switchId))
+          .returning()
+        if (!updated) throw new SwitchLeaseLostError()
+        if (
+          existing.credentialGroupId &&
+          existing.credentialGroupId !== target.binding.credentialGroupId
+        ) {
+          await revokeKnowledgeConnectorCredentialAccess(
+            {
+              workspaceId: kb.workspaceId,
+              credentialGroupId: existing.credentialGroupId,
+              connectorId,
+            },
+            params.userId
+          ).catch((error) => {
+            logger.error(`[${requestId}] Failed to revoke the previous group's grant`, {
+              connectorId,
+              error: getErrorMessage(error),
+            })
+          })
+        }
+        logger.info(`[${requestId}] Switched connector ${connectorId} to members mode`, {
+          rewritten,
+        })
+        const { encryptedApiKey: _secret, ...connector } = updated
+        if (previousStatus !== 'paused') {
+          await dispatchMemberSyncBestEffort(connectorId, params, requestId, now)
+        }
+        return { success: true, connector, changed: true }
+      } catch (error) {
+        /** The grant is the one write a failed switch must not leave behind. */
         await revokeKnowledgeConnectorCredentialAccess(
           {
             workspaceId: kb.workspaceId,
-            credentialGroupId: existing.credentialGroupId,
+            credentialGroupId: target.binding.credentialGroupId,
             connectorId,
           },
           params.userId
-        )
+        ).catch((revokeError) => {
+          logger.error(`[${requestId}] Failed to revoke the grant of an abandoned switch`, {
+            connectorId,
+            error: getErrorMessage(revokeError),
+          })
+        })
+        throw error
       }
-      const now = new Date()
-      const [updated] = await db
+    }
+
+    const rewritten = await rewriteConnectorAcls(connectorId, WORKSPACE_ACL, deadlineAt)
+    const now = new Date()
+    const updated = await db.transaction(async (tx) => {
+      await tx
+        .delete(knowledgeConnectorMember)
+        .where(eq(knowledgeConnectorMember.connectorId, connectorId))
+      const [row] = await tx
         .update(knowledgeConnector)
         .set({
-          accessMode: 'members',
-          credentialId: null,
-          credentialGroupId: target.binding.credentialGroupId,
-          credentialGroupOptionId: target.binding.credentialGroupOptionId,
+          accessMode: 'workspace',
+          credentialId: target.credentialId,
+          credentialGroupId: null,
+          credentialGroupOptionId: null,
+          /** The next content sync finishes a rewrite the budget cut short. */
           accessRewritePending: !rewritten,
           memberSyncStatus: 'idle',
           memberSyncConsecutiveFailures: 0,
           lastMemberSyncError: null,
-          nextMemberSyncAt: now,
-          nextSyncAt: null,
+          nextMemberSyncAt: null,
+          nextSyncAt: now,
           status: previousStatus,
           syncLockToken: null,
           syncLockLeaseAt: null,
@@ -273,51 +384,20 @@ export async function performUpdateKnowledgeConnectorAccess(
         })
         .where(switchLeaseHeld(connectorId, switchId))
         .returning()
-      if (!updated)
-        return fail('Connector changed during the switch; retry the request', 'conflict')
-      logger.info(`[${requestId}] Switched connector ${connectorId} to members mode`, {
-        rewritten,
-      })
-      const { encryptedApiKey: _secret, ...connector } = updated
-      if (previousStatus !== 'paused') {
-        await dispatchMemberSyncBestEffort(connectorId, params, requestId, now)
-      }
-      return { success: true, connector, changed: true }
-    }
-
-    await db
-      .delete(knowledgeConnectorMember)
-      .where(eq(knowledgeConnectorMember.connectorId, connectorId))
-    const rewritten = await rewriteConnectorAcls(connectorId, WORKSPACE_ACL, deadlineAt)
+      if (!row) throw new SwitchLeaseLostError()
+      return row
+    })
     if (existing.credentialGroupId) {
       await revokeKnowledgeConnectorCredentialAccess(
         { workspaceId: kb.workspaceId, credentialGroupId: existing.credentialGroupId, connectorId },
         params.userId
-      )
-    }
-    const now = new Date()
-    const [updated] = await db
-      .update(knowledgeConnector)
-      .set({
-        accessMode: 'workspace',
-        credentialId: target.credentialId,
-        credentialGroupId: null,
-        credentialGroupOptionId: null,
-        /** The content engine restores workspace access on completion; no member run will. */
-        accessRewritePending: false,
-        memberSyncStatus: 'idle',
-        memberSyncConsecutiveFailures: 0,
-        lastMemberSyncError: null,
-        nextMemberSyncAt: null,
-        nextSyncAt: now,
-        status: previousStatus,
-        syncLockToken: null,
-        syncLockLeaseAt: null,
-        updatedAt: now,
+      ).catch((error) => {
+        logger.error(`[${requestId}] Failed to revoke the grant after leaving members mode`, {
+          connectorId,
+          error: getErrorMessage(error),
+        })
       })
-      .where(switchLeaseHeld(connectorId, switchId))
-      .returning()
-    if (!updated) return fail('Connector changed during the switch; retry the request', 'conflict')
+    }
     logger.info(`[${requestId}] Switched connector ${connectorId} to workspace mode`, {
       rewritten,
     })
@@ -327,6 +407,9 @@ export async function performUpdateKnowledgeConnectorAccess(
     }
     return { success: true, connector, changed: true }
   } catch (error) {
+    if (error instanceof SwitchLeaseLostError) {
+      return fail('Connector changed during the switch; retry the request', 'conflict')
+    }
     await releaseSwitchLease(connectorId, switchId, previousStatus).catch((releaseError) => {
       logger.error(`[${requestId}] Failed to release the access switch lease`, {
         connectorId,
diff --git a/apps/sim/lib/knowledge/orchestration/connectors.ts b/apps/sim/lib/knowledge/orchestration/connectors.ts
index 7da695bef40..c5b4fb894de 100644
--- a/apps/sim/lib/knowledge/orchestration/connectors.ts
+++ b/apps/sim/lib/knowledge/orchestration/connectors.ts
@@ -893,10 +893,10 @@ export async function performDeleteKnowledgeConnector(
     ])
   }
 
-  if (existing.credentialGroupId) {
+  if (existing.credentialGroupId && kb.workspaceId) {
     await revokeKnowledgeConnectorCredentialAccess(
       {
-        workspaceId: kb.workspaceId ?? '',
+        workspaceId: kb.workspaceId,
         credentialGroupId: existing.credentialGroupId,
         connectorId,
       },
diff --git a/apps/sim/lib/knowledge/search/defaults.ts b/apps/sim/lib/knowledge/search/defaults.ts
new file mode 100644
index 00000000000..a88d914d746
--- /dev/null
+++ b/apps/sim/lib/knowledge/search/defaults.ts
@@ -0,0 +1,32 @@
+import { isKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
+import type { KnowledgeSearchMode } from '@/lib/knowledge/search/queries'
+
+/** How a search runs when the caller did not choose a mode. */
+export interface KnowledgeSearchDefaults {
+  searchMode: KnowledgeSearchMode
+  /** Whether a recently modified document may edge past a stale one of similar relevance. */
+  boostRecency: boolean
+}
+
+/**
+ * The retrieval defaults for one workspace. Where permission-aware knowledge
+ * is on, hybrid retrieval and the recency boost are the default; elsewhere
+ * search stays semantic-only with no boost, exactly as before. An explicit
+ * `searchMode` from the caller always wins over the default mode.
+ */
+export async function resolveKnowledgeSearchDefaults(input: {
+  workspaceId: string | undefined
+  userId: string | undefined
+  requestedMode: KnowledgeSearchMode | undefined
+}): Promise<KnowledgeSearchDefaults> {
+  const enabled = input.workspaceId
+    ? await isKnowledgeMemberAccessAvailable({
+        workspaceId: input.workspaceId,
+        userId: input.userId,
+      })
+    : false
+  return {
+    searchMode: input.requestedMode ?? (enabled ? 'hybrid' : 'vector'),
+    boostRecency: enabled,
+  }
+}
diff --git a/apps/sim/lib/knowledge/search/queries.ts b/apps/sim/lib/knowledge/search/queries.ts
index a4a5bf18d89..e473e4b6d84 100644
--- a/apps/sim/lib/knowledge/search/queries.ts
+++ b/apps/sim/lib/knowledge/search/queries.ts
@@ -5,6 +5,7 @@ import { getErrorMessage } from '@sim/utils/errors'
 import { and, eq, inArray, isNull, type SQL, sql } from 'drizzle-orm'
 import { knowledgeAccessCondition } from '@/lib/knowledge/access/predicate'
 import type { KnowledgeAccessScope } from '@/lib/knowledge/access/types'
+import { RRF_K } from '@/lib/knowledge/search/rank'
 import { applyRecencyBoost } from '@/lib/knowledge/search/recency'
 import {
   coerceTagFilterValue,
@@ -362,12 +363,6 @@ export function getStructuredTagFilters(filters: StructuredFilter[], embeddingTa
  */
 const FTS_CONFIG = 'english'
 
-/**
- * Reciprocal-rank-fusion damping constant. 60 is the value from the original RRF
- * paper and matches the docs search retriever (`apps/docs/app/api/search/route.ts`).
- */
-export const RRF_K = 60
-
 /**
  * Row visibility predicates shared by every search leg: a chunk is only
  * retrievable when both it and its document are enabled, the document finished
@@ -763,6 +758,8 @@ export interface ExecuteKnowledgeSearchParams {
   /** What the caller may read; resolved from the principal by the use case, never from input. */
   access: KnowledgeAccessScope
   searchMode: KnowledgeSearchMode
+  /** Lets a recently modified document edge past a stale one of similar relevance; off by default. */
+  boostRecency?: boolean
   query?: string
   /** Required whenever `query` is present. */
   queryVector?: string
@@ -777,8 +774,16 @@ export interface ExecuteKnowledgeSearchParams {
 export async function executeKnowledgeSearch(
   params: ExecuteKnowledgeSearchParams
 ): Promise<SearchResult[]> {
-  const { knowledgeBaseIds, topK, searchMode, query, queryVector, structuredFilters, access } =
-    params
+  const {
+    knowledgeBaseIds,
+    topK,
+    searchMode,
+    query,
+    queryVector,
+    structuredFilters,
+    access,
+    boostRecency = false,
+  } = params
 
   const hasQuery = Boolean(query?.trim())
   const hasFilters = Boolean(structuredFilters && structuredFilters.length > 0)
@@ -808,7 +813,8 @@ export async function executeKnowledgeSearch(
     : handleVectorOnlySearch({ knowledgeBaseIds, topK, queryVector, distanceThreshold, access })
 
   if (searchMode === 'vector') {
-    return applyRecencyBoost(await vectorSearch)
+    const results = await vectorSearch
+    return boostRecency ? applyRecencyBoost(results) : results
   }
 
   /**
@@ -837,5 +843,6 @@ export async function executeKnowledgeSearch(
    * threshold is precisely what a caller opted into hybrid to recover, and at
    * `topK: 1` something has to win.
    */
-  return applyRecencyBoost(fuseByReciprocalRank([keywordResults, vectorResults], topK))
+  const fused = fuseByReciprocalRank([keywordResults, vectorResults], topK)
+  return boostRecency ? applyRecencyBoost(fused) : fused
 }
diff --git a/apps/sim/lib/knowledge/search/rank.ts b/apps/sim/lib/knowledge/search/rank.ts
new file mode 100644
index 00000000000..500316b6992
--- /dev/null
+++ b/apps/sim/lib/knowledge/search/rank.ts
@@ -0,0 +1,7 @@
+/**
+ * Reciprocal-rank-fusion damping constant, shared by fusion and the recency
+ * boost so a rank means the same to both: `score = 1 / (RRF_K + rank)`. 60 is
+ * the value from the original RRF paper and matches the docs search retriever
+ * (`apps/docs/app/api/search/route.ts`).
+ */
+export const RRF_K = 60
diff --git a/apps/sim/lib/knowledge/search/recency.ts b/apps/sim/lib/knowledge/search/recency.ts
index 004f73c8613..f3d53c13dab 100644
--- a/apps/sim/lib/knowledge/search/recency.ts
+++ b/apps/sim/lib/knowledge/search/recency.ts
@@ -1,9 +1,9 @@
+import { RRF_K } from '@/lib/knowledge/search/rank'
+
 /** Age at which a document's recency boost has decayed to half. */
 export const RECENCY_HALF_LIFE_DAYS = 90
 /** The most a fully fresh document's rank score is raised, as a fraction. */
 export const RECENCY_WEIGHT = 0.15
-/** The rank-score denominator offset; shared with reciprocal-rank fusion so the two agree. */
-export const RECENCY_RANK_K = 60
 
 const DAY_MS = 24 * 60 * 60 * 1000
 
@@ -33,7 +33,7 @@ export function applyRecencyBoost<T extends { sourceModifiedAt: Date | null }>(
   const boosted = rows.map((row, index) => ({
     row,
     score:
-      (1 / (RECENCY_RANK_K + index + 1)) *
+      (1 / (RRF_K + index + 1)) *
       (1 + RECENCY_WEIGHT * recencyFreshness(row.sourceModifiedAt, now)),
   }))
   return boosted.sort((a, b) => b.score - a.score).map((entry) => entry.row)
diff --git a/apps/sim/lib/knowledge/service.ts b/apps/sim/lib/knowledge/service.ts
index 2fb32169da0..c8d6d9cc4fc 100644
--- a/apps/sim/lib/knowledge/service.ts
+++ b/apps/sim/lib/knowledge/service.ts
@@ -930,13 +930,14 @@ export async function updateKnowledgeBase(
 
   logger.info(`[${requestId}] Updated knowledge base: ${knowledgeBaseId}`)
 
-  return {
-    ...updatedKb[0],
-    chunkingConfig: updatedKb[0].chunkingConfig as ChunkingConfig,
-    docCount: Number(updatedKb[0].docCount),
-    connectorTypes: [],
-    hasMemberScopedConnector: false,
-  }
+  const [withConnectors] = await attachConnectorTypes([
+    {
+      ...updatedKb[0],
+      chunkingConfig: updatedKb[0].chunkingConfig as ChunkingConfig,
+      docCount: Number(updatedKb[0].docCount),
+    },
+  ])
+  return withConnectors
 }
 
 /**
@@ -1007,13 +1008,14 @@ export async function getKnowledgeBaseById(
     return null
   }
 
-  return {
-    ...result[0],
-    chunkingConfig: result[0].chunkingConfig as ChunkingConfig,
-    docCount: Number(result[0].docCount),
-    connectorTypes: [],
-    hasMemberScopedConnector: false,
-  }
+  const [withConnectors] = await attachConnectorTypes([
+    {
+      ...result[0],
+      chunkingConfig: result[0].chunkingConfig as ChunkingConfig,
+      docCount: Number(result[0].docCount),
+    },
+  ])
+  return withConnectors
 }
 
 /**
diff --git a/apps/sim/lib/knowledge/tags/service.ts b/apps/sim/lib/knowledge/tags/service.ts
index 3de8800e069..6d1d112cf60 100644
--- a/apps/sim/lib/knowledge/tags/service.ts
+++ b/apps/sim/lib/knowledge/tags/service.ts
@@ -871,6 +871,7 @@ export async function getTagUsage(
  */
 export async function getTagUsageStats(
   knowledgeBaseId: string,
+  access: KnowledgeAccessScope,
   requestId: string
 ): Promise<
   Array<{
@@ -898,6 +899,7 @@ export async function getTagUsageStats(
           eq(document.userExcluded, false),
           isNull(document.archivedAt),
           isNull(document.deletedAt),
+          knowledgeAccessCondition(access),
           sql`${sql.raw(tagSlot)} IS NOT NULL`
         )
       )
@@ -912,6 +914,7 @@ export async function getTagUsageStats(
           eq(document.userExcluded, false),
           isNull(document.archivedAt),
           isNull(document.deletedAt),
+          knowledgeAccessCondition(access),
           sql`${sql.raw(`embedding.${tagSlot}`)} IS NOT NULL`
         )
       )
diff --git a/apps/sim/lib/workspaces/host-context.ts b/apps/sim/lib/workspaces/host-context.ts
index 6fdd788d90a..2a53015de45 100644
--- a/apps/sim/lib/workspaces/host-context.ts
+++ b/apps/sim/lib/workspaces/host-context.ts
@@ -2,6 +2,7 @@ import { cache } from 'react'
 import type { WorkspaceHostContext } from '@/lib/api/contracts/workspaces'
 import { getWorkspaceOwnerSubscriptionAccess } from '@/lib/billing/core/workspace-access'
 import { isCredentialGroupsAvailable } from '@/lib/credential-groups/availability'
+import { isKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
 import { getOrganizationSettingsAccess } from '@/lib/organizations/settings-access'
 import { checkWorkspaceAccess } from '@/lib/workspaces/permissions/utils'
 
@@ -28,7 +29,10 @@ async function resolveWorkspaceHostContextForViewer(
       ? getOrganizationSettingsAccess(hostOrganizationId, userId)
       : Promise.resolve({ role: null, isMember: false, isAdmin: false }),
   ])
-  const credentialGroupsAvailable = await isCredentialGroupsAvailable({ workspaceId, ownerBilling })
+  const [credentialGroupsAvailable, knowledgeMemberAccessAvailable] = await Promise.all([
+    isCredentialGroupsAvailable({ workspaceId, ownerBilling }),
+    isKnowledgeMemberAccessAvailable({ workspaceId, userId }),
+  ])
 
   return {
     workspace: {
@@ -48,6 +52,7 @@ async function resolveWorkspaceHostContextForViewer(
     },
     features: {
       credentialGroups: credentialGroupsAvailable,
+      knowledgeMemberAccess: knowledgeMemberAccessAvailable,
     },
   }
 }
diff --git a/apps/sim/tools/generated/tool-metadata.ts b/apps/sim/tools/generated/tool-metadata.ts
index adf36f35c23..8ed92264ac3 100644
--- a/apps/sim/tools/generated/tool-metadata.ts
+++ b/apps/sim/tools/generated/tool-metadata.ts
@@ -3,7 +3,7 @@
 
 /** Serializable metadata for every built-in tool, keyed by tool id. */
 const toolMetadata: Record<string, unknown> = JSON.parse(
-  '{"a2a_cancel_task":{"id":"a2a_cancel_task","name":"A2A Cancel Task","description":"Request cancellation of an in-progress A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to cancel"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"a2a_get_agent_card":{"id":"a2a_get_agent_card","name":"A2A Get Agent Card","description":"Fetch the Agent Card (discovery document) for an external A2A agent.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"a2a_get_task":{"id":"a2a_get_task","name":"A2A Get Task","description":"Retrieve the current state and result of an A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to retrieve"},"historyLength":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of history messages to include"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"a2a_send_message":{"id":"a2a_send_message","name":"A2A Send Message","description":"Send a message to an external A2A agent and return its response.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message text to send"},"data":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional structured JSON data to attach"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional files to attach"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Existing task ID to continue"},"contextId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation context ID to continue"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"affinity_batch_update_entity_fields":{"id":"affinity_batch_update_entity_fields","name":"Affinity Batch Update Entity Fields","description":"Write up to 100 non-list field values on one company or person in a single request.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to write the fields on: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"updates":{"type":"json","required":true,"visibility":"user-or-llm","description":"Up to 100 field updates as [{\\"id\\":\\"<fieldId>\\",\\"value\\":{\\"type\\":\\"…\\",\\"data\\":…}}], using the same value shapes as a single field update"}},"hostedApiKey":"none"},"affinity_batch_update_list_entry_fields":{"id":"affinity_batch_update_list_entry_fields","name":"Affinity Batch Update List Entry Fields","description":"Write up to 100 field values on one list row in a single request. Requires the \\"Export data from Lists\\" permission.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"updates":{"type":"json","required":true,"visibility":"user-or-llm","description":"Up to 100 field updates as [{\\"id\\":\\"<fieldId>\\",\\"value\\":{\\"type\\":\\"…\\",\\"data\\":…}}], using the same value shapes as a single field update"}},"hostedApiKey":"none"},"affinity_create_list":{"id":"affinity_create_list","name":"Affinity Create List","description":"Create a list. Its type fixes which entities it can hold, and the API key holder becomes its creator and owner.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the new list"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity kind the list holds: company, opportunity, or person"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether everyone in the organization can see the list"}},"hostedApiKey":"none"},"affinity_create_list_field_dropdown_option":{"id":"affinity_create_list_field_dropdown_option","name":"Affinity Create List Field Dropdown Option","description":"Add a selectable option to a dropdown field on a list. A ranked or status option also needs a rank and a color.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown field ID on that list"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Kind of option to create, matching the field. dropdown takes only a label; ranked-dropdown also requires rank and color; status-dropdown additionally requires a status category. Sending a field the kind does not accept is rejected"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"The option label"},"rank":{"type":"number","required":false,"visibility":"user-or-llm","description":"Sort order. Required on a ranked-dropdown or status-dropdown option"},"color":{"type":"string","required":false,"visibility":"user-or-llm","description":"Option color: white, gray, blue, green, purple, orange, or red. Required on a ranked-dropdown or status-dropdown option"},"statusCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pipeline meaning of the option: open, won, lost, or on-hold. Status-dropdown options only"},"winRate":{"type":"number","required":false,"visibility":"user-or-llm","description":"Expected win rate of the status. Status-dropdown options only"}},"hostedApiKey":"none"},"affinity_create_merge":{"id":"affinity_create_merge","name":"Affinity Create Merge","description":"Fold a duplicate company or person into the record you are keeping. The merge runs asynchronously — poll the returned task to see it finish. Requires the \\"Manage duplicates\\" permission and an admin role.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"What to merge: companies or persons"},"primaryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to keep"},"duplicateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the duplicate record to fold in"}},"hostedApiKey":"none"},"affinity_create_note":{"id":"affinity_create_note","name":"Affinity Create Note","description":"Write a note — attached to companies, persons, and opportunities, anchored to a meeting, call, or chat message, or posted as a reply to an existing note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Note shape: entities to attach it to records, interaction to anchor it to a meeting, call, or chat message, or user-reply to reply to a note"},"html":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note body as HTML"},"companyIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Companies to attach the note to, e.g. [1, 2]. Not used on a reply"},"personIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Persons to attach the note to, e.g. [1, 2]. Not used on a reply"},"opportunityIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Opportunities to attach the note to, e.g. [1, 2]. Not used on a reply"},"interactionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The interaction to anchor the note to. Required for an interaction note"},"interactionType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Kind of the anchoring interaction: meeting, call, or chat-message. Required for an interaction note"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The note being replied to. Required for a user-reply note"},"creatorId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Attribute the note to another internal person. Defaults to the API key holder"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backdate the note to this ISO 8601 timestamp"}},"hostedApiKey":"none"},"affinity_create_reminder":{"id":"affinity_create_reminder","name":"Affinity Create Reminder","description":"Create a reminder on one company, person, or opportunity. A recurring reminder resets whenever the chosen signal happens instead of firing once.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"one-time to fire once, or recurring to reset on a signal"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"What the reminder is about: company, person, or opportunity"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company, person, or opportunity"},"dueDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"When the reminder is due, as an ISO 8601 timestamp. Required for a one-time reminder; on a recurring one Affinity computes it from the period when omitted"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"What the reminder says"},"ownerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User the reminder is assigned to. Must be an internal user. The API key holder is recorded as the creator, which is a separate field"},"resetTrigger":{"type":"string","required":false,"visibility":"user-or-llm","description":"What restarts a recurring reminder: interaction, email, or event. Required when the type is recurring"},"periodDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Days between firings of a recurring reminder. Required when the type is recurring"}},"hostedApiKey":"none"},"affinity_delete_list_field_dropdown_option":{"id":"affinity_delete_list_field_dropdown_option","name":"Affinity Delete List Field Dropdown Option","description":"Permanently delete a dropdown option on a list field. Every list entry currently set to it is cleared, and those values cannot be recovered.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown field ID on that list"},"dropdownOptionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown option ID to delete"}},"hostedApiKey":"none"},"affinity_delete_note":{"id":"affinity_delete_note","name":"Affinity Delete Note","description":"Delete a note you created. Deleting a root note also deletes its replies; deleting a reply removes only that reply.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID to delete"}},"hostedApiKey":"none"},"affinity_get_company":{"id":"affinity_get_company","name":"Affinity Get Company","description":"Look up one company by ID. Field data is returned only for the Field IDs or Field Types asked for.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The company ID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"}},"hostedApiKey":"none"},"affinity_get_current_user":{"id":"affinity_get_current_user","name":"Affinity Get Current User","description":"Verify an Affinity API key and return the tenant, the user behind the key, and the scopes the grant carries.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"}},"hostedApiKey":"none"},"affinity_get_entity_field_value":{"id":"affinity_get_entity_field_value","name":"Affinity Get Entity Field Value","description":"Read one non-list field value from a company or person.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to read the field from: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The field ID to read"}},"hostedApiKey":"none"},"affinity_get_list":{"id":"affinity_get_list","name":"Affinity Get List","description":"Read one list — its name, type, owner, and privacy setting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"}},"hostedApiKey":"none"},"affinity_get_list_entry":{"id":"affinity_get_list_entry","name":"Affinity Get List Entry","description":"Read one row of a list with its entity. Field data is returned only for the Field IDs or Field Types asked for.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, list, or relationship-intelligence. Mutually exclusive with Field IDs"}},"hostedApiKey":"none"},"affinity_get_list_entry_field":{"id":"affinity_get_list_entry_field","name":"Affinity Get List Entry Field","description":"Read one field value on a list row.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The field ID to read"}},"hostedApiKey":"none"},"affinity_get_list_field_dropdown_option":{"id":"affinity_get_list_field_dropdown_option","name":"Affinity Get List Field Dropdown Option","description":"Read one dropdown option on a list field.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown field ID on that list"},"dropdownOptionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown option ID"}},"hostedApiKey":"none"},"affinity_get_merge":{"id":"affinity_get_merge","name":"Affinity Get Merge","description":"Read the status of one company or person merge, including why it failed if it did.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which merge to read: companies or persons"},"mergeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The merge ID"}},"hostedApiKey":"none"},"affinity_get_merge_task":{"id":"affinity_get_merge_task","name":"Affinity Get Merge Task","description":"Read one merge task and how its merges are progressing. Poll this after starting a merge.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which merge task to read: companies or persons"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The merge task ID"}},"hostedApiKey":"none"},"affinity_get_note":{"id":"affinity_get_note","name":"Affinity Get Note","description":"Read one note with its body, author, mentions, and attached records.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return, e.g. [\\"repliesCount\\",\\"personsPreview\\",\\"companiesPreview\\",\\"opportunitiesPreview\\"]. Those four fields are omitted unless requested here"}},"hostedApiKey":"none"},"affinity_get_opportunity":{"id":"affinity_get_opportunity","name":"Affinity Get Opportunity","description":"Read one opportunity and the list it belongs to. Its field data lives on the list entry.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"opportunityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The opportunity ID"}},"hostedApiKey":"none"},"affinity_get_person":{"id":"affinity_get_person","name":"Affinity Get Person","description":"Look up one person by ID. Field data is returned only for the Field IDs or Field Types asked for.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The person ID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"}},"hostedApiKey":"none"},"affinity_get_saved_view":{"id":"affinity_get_saved_view","name":"Affinity Get Saved View","description":"Read one saved view — its name, kind, and creation date.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"viewId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The saved view ID"}},"hostedApiKey":"none"},"affinity_get_transcript":{"id":"affinity_get_transcript","name":"Affinity Get Transcript","description":"Read one transcript with its first 100 fragments. Page the fragments endpoint for a longer meeting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"transcriptId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The transcript ID"}},"hostedApiKey":"none"},"affinity_get_user":{"id":"affinity_get_user","name":"Affinity Get User","description":"Read one internal user. A user and their person record share the same numeric ID, so a person ID works here.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID, which is also their person ID"}},"hostedApiKey":"none"},"affinity_list_calls":{"id":"affinity_list_calls","name":"Affinity List Calls","description":"Page through logged calls and their participants. Only calls the API key holder can see are returned.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_chat_messages":{"id":"affinity_list_chat_messages","name":"Affinity List Chat Messages","description":"Page through logged chat messages and their participants. Only messages the API key holder can see are returned.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_companies":{"id":"affinity_list_companies","name":"Affinity List Companies","description":"Page through companies. Companies come back without field data unless Field IDs or Field Types asks for it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the page to these company IDs, e.g. [1, 2, 3]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_coworker_connections":{"id":"affinity_list_coworker_connections","name":"Affinity List Coworker Connections","description":"Find warm paths into a company through shared work history: who in your Affinity data once worked alongside the people you want to reach. Grouped by target, strongest first.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"Required scope. The only supported filter is target.currentCompany.id, e.g. \\"target.currentCompany.id=123\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of targets to return per page, 1-50. Defaults to 20"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_emails":{"id":"affinity_list_emails","name":"Affinity List Emails","description":"Page through email metadata — subject, participants, and timestamps. Affinity never exposes email bodies through the API.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_entity_field_values":{"id":"affinity_list_entity_field_values","name":"Affinity List Entity Field Values","description":"Page through a company\'s or person\'s non-list field values. List fields are not returned here — read those through the list entry.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to read field values from: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field IDs. Mutually exclusive with Field Types"},"types":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field categories: enriched, global, relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 20"}},"hostedApiKey":"none"},"affinity_list_entity_list_entries":{"id":"affinity_list_entity_list_entries","name":"Affinity List Entity List Entries","description":"Page through a company\'s or person\'s rows across every list, each carrying that list\'s field values and when the entity was added.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to look up the rows of: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_entity_lists":{"id":"affinity_list_entity_lists","name":"Affinity List Entity Lists","description":"List every list a company or person appears on that the caller can view.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to look up the lists of: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_entity_notes":{"id":"affinity_list_entity_notes","name":"Affinity List Entity Notes","description":"List the notes relevant to one company, person, or opportunity — directly attached notes plus notes reaching it through its people and meetings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity the notes hang off: companies, persons, or opportunities"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company, person, or opportunity"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_entity_relationships":{"id":"affinity_list_entity_relationships","name":"Affinity List Entity Relationships","description":"List who knows a company or person, scored 0.0 to 1.0 by how much the two actually interact. Strongest first by default.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to look up relationships for: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on interactionScore only, e.g. \\"interactionScore>=0.5\\""},"orderBy":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort order: [\\"interactionScore\\"] for weakest first, [\\"-interactionScore\\"] for strongest first (the default)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_field_dropdown_options":{"id":"affinity_list_field_dropdown_options","name":"Affinity List Field Dropdown Options","description":"List the selectable options on a dropdown or ranked-dropdown company or person field. Writing such a field needs the option ID, not its text.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which field family the field belongs to: companies or persons"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown or ranked-dropdown field ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_field_metadata":{"id":"affinity_list_field_metadata","name":"Affinity List Field Metadata","description":"List the non-list company or person fields, with the value type, filter operators, and sort support of each. Start here to find the Field IDs the read and write tools take.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which fields to describe: companies or persons"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return: [\\"filterability\\",\\"sortability\\"]. Both are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on name only, e.g. \\"name=~Status\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_field_value_changes":{"id":"affinity_list_field_value_changes","name":"Affinity List Field Value Changes","description":"Page through field value changes across the whole workspace. Built for delta sync: follow nextCursor to the end of a run, then resume from the last cursor next time.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over field.id, listEntry.id, changer.id, changedAt, or actionType. Resume a sync with e.g. \\"changedAt>2026-06-01T12:00:00Z\\""},"orderBy":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort order: [\\"changedAt\\"] for oldest first (the default), [\\"-changedAt\\"] for newest first"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_investor_executive_connections":{"id":"affinity_list_investor_executive_connections","name":"Affinity List Investor Executive Connections","description":"Find warm paths into a company through investment history: which investors in your Affinity data backed a company the people you want to reach once led. Grouped by target, strongest first.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"Required scope. The only supported filter is target.currentCompany.id, e.g. \\"target.currentCompany.id=123\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of targets to return per page, 1-50. Defaults to 20"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_list_entries":{"id":"affinity_list_list_entries","name":"Affinity List List Entries","description":"Page through the rows of a list. Rows come back without field data unless Field IDs or Field Types asks for it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, list, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_entry_field_value_changes":{"id":"affinity_list_list_entry_field_value_changes","name":"Affinity List List Entry Field Value Changes","description":"Page through the history of one list row — who changed which field, when, and to what.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over field.id, changer.id, changedAt, or actionType, e.g. \\"field.id=field-1234\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_entry_fields":{"id":"affinity_list_list_entry_fields","name":"Affinity List List Entry Fields","description":"Page through every field value on one list row, including the list-specific columns. All fields are returned unless narrowed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field IDs. Mutually exclusive with Field Types"},"types":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field categories: enriched, global, list, relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 20"}},"hostedApiKey":"none"},"affinity_list_list_field_dropdown_options":{"id":"affinity_list_list_field_dropdown_options","name":"Affinity List List Field Dropdown Options","description":"List the selectable options on a dropdown, ranked-dropdown, or status-dropdown field of a list.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown field ID on that list"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_fields":{"id":"affinity_list_list_fields","name":"Affinity List List Fields","description":"List the fields available on one list, including its list-specific columns. Use these Field IDs when reading or writing list entries.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return: [\\"filterability\\",\\"sortability\\"]. Both are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on name only, e.g. \\"name=~Stage\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_lists":{"id":"affinity_list_lists","name":"Affinity List Lists","description":"Page through the lists in the organization that the caller can view.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"term":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case-insensitive substring match on the list name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_meetings":{"id":"affinity_list_meetings","name":"Affinity List Meetings","description":"Page through past and upcoming meetings with their organizer and attendees.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_merge_tasks":{"id":"affinity_list_merge_tasks","name":"Affinity List Merge Tasks","description":"Page through merge tasks, each summarizing how many of its merges are in progress, succeeded, or failed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which merge tasks to list: companies or persons"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on status only, e.g. \\"status=in-progress\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_merges":{"id":"affinity_list_merges","name":"Affinity List Merges","description":"Page through the company or person merges the organization has run, with the status and the records involved in each.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which merges to list: companies or persons"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over status or taskId, e.g. \\"status=failed\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_note_attached_companies":{"id":"affinity_list_note_attached_companies","name":"Affinity List Note Attached Companies","description":"List the companies directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_attached_opportunities":{"id":"affinity_list_note_attached_opportunities","name":"Affinity List Note Attached Opportunities","description":"List the opportunities directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_attached_persons":{"id":"affinity_list_note_attached_persons","name":"Affinity List Note Attached Persons","description":"List the persons directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_replies":{"id":"affinity_list_note_replies","name":"Affinity List Note Replies","description":"Page through the replies on one note, including AI Notetaker replies.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID whose replies to read"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_notes":{"id":"affinity_list_notes","name":"Affinity List Notes","description":"Page through every note the caller can see. Replies are excluded.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return, e.g. [\\"repliesCount\\",\\"personsPreview\\",\\"companiesPreview\\",\\"opportunitiesPreview\\"]. Those four fields are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_opportunities":{"id":"affinity_list_opportunities","name":"Affinity List Opportunities","description":"Page through opportunities. Field data lives on the list entry, not here — read it through the list or saved view the opportunity belongs to.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the page to these opportunity IDs, e.g. [1, 2, 3]"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_persons":{"id":"affinity_list_persons","name":"Affinity List Persons","description":"Page through persons. Persons come back without field data unless Field IDs or Field Types asks for it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the page to these person IDs, e.g. [1, 2, 3]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_reminders":{"id":"affinity_list_reminders","name":"Affinity List Reminders","description":"Page through the reminders the caller can see. Filter by status to surface what is overdue.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_saved_view_entries":{"id":"affinity_list_saved_view_entries","name":"Affinity List Saved View Entries","description":"Page through the rows of a saved view. The view\'s own filters and columns decide which rows and which field data come back.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"viewId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The saved view ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_saved_views":{"id":"affinity_list_saved_views","name":"Affinity List Saved Views","description":"List the saved views on a list that the caller can view.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_transcript_fragments":{"id":"affinity_list_transcript_fragments","name":"Affinity List Transcript Fragments","description":"Page through everything said in a meeting, segment by segment with the speaker.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"transcriptId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The transcript ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_transcripts":{"id":"affinity_list_transcripts","name":"Affinity List Transcripts","description":"Page through meeting transcript metadata. Read one transcript to get what was actually said.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_users":{"id":"affinity_list_users","name":"Affinity List Users","description":"Page through the internal users in the organization. Email addresses and roles are returned only to callers with the \\"Manage Users\\" permission.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"term":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case-insensitive match across first name, last name, and primary email"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over id or status, e.g. \\"status=active\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_search_companies":{"id":"affinity_search_companies","name":"Affinity Search Companies","description":"Search companies by filters, sorts, and a free-text term. Requires the \\"Export All Organizations directory\\" permission.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Filter group as {operator: \\"and\\"|\\"or\\", filters: [...]}, at most 50 leaves. Each leaf is {valueType, fieldId, operator, value}, and a leaf may itself be a nested group"},"searchTerm":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text term matched against the searchable fields. At least 3 characters"},"searchFieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs the search term is matched against. Defaults to the searchable fields"},"sorts":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort order as [{fieldId, direction: \\"asc\\"|\\"desc\\", attributeId?}], up to 5, applied in order"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_search_files":{"id":"affinity_search_files","name":"Affinity Search Files","description":"Search files by keyword, ordered by relevance. Narrow to specific files or to one company, or leave both unset to search the whole account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"What to search for. Between 3 and 500 characters"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the search to these file IDs. Cannot be combined with Company ID"},"companyId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict the search to one company\'s files. Cannot be combined with file IDs"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of files to return, 1-100. Defaults to 20"}},"hostedApiKey":"none"},"affinity_search_list_entries":{"id":"affinity_search_list_entries","name":"Affinity Search List Entries","description":"Search the rows of one list by filters, sorts, and a free-text term. Requires the \\"Export data from Lists\\" permission.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID to search"},"filters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Filter group as {operator: \\"and\\"|\\"or\\", filters: [...]}, at most 50 leaves. Each leaf is {valueType, fieldId, operator, value}, and a leaf may itself be a nested group"},"searchTerm":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text term matched against the searchable fields. At least 3 characters"},"searchFieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs the search term is matched against. Defaults to the searchable fields"},"sorts":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort order as [{fieldId, direction: \\"asc\\"|\\"desc\\", attributeId?}], up to 5, applied in order"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, list, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_search_notes":{"id":"affinity_search_notes","name":"Affinity Search Notes","description":"Search notes by keyword, ordered by relevance. Narrow to specific notes or to one company, or leave both unset to search the whole account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"What to search for. Between 3 and 500 characters"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the search to these note IDs. Cannot be combined with Company ID"},"companyId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict the search to one company\'s notes. Cannot be combined with note IDs"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of notes to return, 1-100. Defaults to 20"}},"hostedApiKey":"none"},"affinity_search_persons":{"id":"affinity_search_persons","name":"Affinity Search Persons","description":"Search persons by filters, sorts, and a free-text term. Requires the \\"Export All People directory\\" permission.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Filter group as {operator: \\"and\\"|\\"or\\", filters: [...]}, at most 50 leaves. Each leaf is {valueType, fieldId, operator, value}, and a leaf may itself be a nested group"},"searchTerm":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text term matched against the searchable fields. At least 3 characters"},"searchFieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs the search term is matched against. Defaults to the searchable fields"},"sorts":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort order as [{fieldId, direction: \\"asc\\"|\\"desc\\", attributeId?}], up to 5, applied in order"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_semantic_search":{"id":"affinity_semantic_search","name":"Affinity Semantic Search","description":"Find companies from a description in plain language — industry, technology, stage, or business model. Currently searches companies only.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"What to look for, in plain language, e.g. \\"climate tech companies in our pipeline\\". Up to 500 characters"},"listIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the search to companies on these lists, e.g. [1, 2]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of companies to return, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_update_entity_field_value":{"id":"affinity_update_entity_field_value","name":"Affinity Update Entity Field Value","description":"Write one non-list field value on a company or person. The value type must match how the field is defined.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to write the field on: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The field ID to write"},"value":{"type":"json","required":true,"visibility":"user-or-llm","description":"The new value as {type, data}, where type matches the field\'s value type. Examples: {\\"type\\":\\"text\\",\\"data\\":\\"Series B\\"}, {\\"type\\":\\"number\\",\\"data\\":42}, {\\"type\\":\\"dropdown\\",\\"data\\":{\\"dropdownOptionId\\":7}}, {\\"type\\":\\"person\\",\\"data\\":{\\"id\\":123}}, {\\"type\\":\\"person-multi\\",\\"data\\":[{\\"id\\":123}]}. Pass data as null to clear the field"}},"hostedApiKey":"none"},"affinity_update_list_entry_field":{"id":"affinity_update_list_entry_field","name":"Affinity Update List Entry Field","description":"Write one field value on a list row. Requires the \\"Export data from Lists\\" permission.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The field ID to write"},"value":{"type":"json","required":true,"visibility":"user-or-llm","description":"The new value as {type, data}, where type matches the field\'s value type. Examples: {\\"type\\":\\"text\\",\\"data\\":\\"Series B\\"}, {\\"type\\":\\"number\\",\\"data\\":42}, {\\"type\\":\\"dropdown\\",\\"data\\":{\\"dropdownOptionId\\":7}}, {\\"type\\":\\"person\\",\\"data\\":{\\"id\\":123}}, {\\"type\\":\\"person-multi\\",\\"data\\":[{\\"id\\":123}]}. Pass data as null to clear the field"}},"hostedApiKey":"none"},"affinity_update_list_field_dropdown_option":{"id":"affinity_update_list_field_dropdown_option","name":"Affinity Update List Field Dropdown Option","description":"Change a dropdown option on a list field. Every field is optional — supply only what should change, and only fields the option\'s kind actually has.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown field ID on that list"},"dropdownOptionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown option ID to update"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Replacement option label. Supply at least one field to change"},"rank":{"type":"number","required":false,"visibility":"user-or-llm","description":"Sort order. Required on a ranked-dropdown or status-dropdown option"},"color":{"type":"string","required":false,"visibility":"user-or-llm","description":"Option color: white, gray, blue, green, purple, orange, or red. Required on a ranked-dropdown or status-dropdown option"},"statusCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pipeline meaning of the option: open, won, lost, or on-hold. Status-dropdown options only"},"winRate":{"type":"number","required":false,"visibility":"user-or-llm","description":"Expected win rate of the status. Status-dropdown options only"}},"hostedApiKey":"none"},"affinity_update_note":{"id":"affinity_update_note","name":"Affinity Update Note","description":"Rewrite a note\'s body or replace which records it is attached to. 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Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_domain_rating":{"id":"ahrefs_domain_rating","name":"Ahrefs Domain Rating","description":"Get the Domain Rating (DR) and Ahrefs Rank for a target domain. Domain Rating shows the strength of a website\'s backlink profile on a scale from 0 to 100.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain to analyze (e.g., example.com)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date for historical data in YYYY-MM-DD format (defaults to today)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_domain_rating_history":{"id":"ahrefs_domain_rating_history","name":"Ahrefs Domain Rating History","description":"Get the historical Domain Rating (DR) trend for a target domain or URL over a date range, grouped daily, weekly, or monthly.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_keyword_overview":{"id":"ahrefs_keyword_overview","name":"Ahrefs Keyword Overview","description":"Get detailed metrics for a keyword including search volume, keyword difficulty, CPC, clicks, and traffic potential.","version":"1.0.0","params":{"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The keyword to analyze"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for keyword data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_keywords_history":{"id":"ahrefs_keywords_history","name":"Ahrefs Keywords History","description":"Get the historical organic keyword ranking distribution for a target domain or URL over a date range: how many keywords rank in each position bucket at each point in time.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_metrics":{"id":"ahrefs_metrics","name":"Ahrefs Metrics","description":"Get a one-call organic and paid search overview for a target domain or URL: organic traffic, organic keywords, paid traffic, paid keywords, and estimated traffic cost.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_metrics_history":{"id":"ahrefs_metrics_history","name":"Ahrefs Metrics History","description":"Get the historical organic and paid traffic trend for a target domain or URL over a date range: organic traffic/cost and paid traffic/cost at each point in time.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_organic_competitors":{"id":"ahrefs_organic_competitors","name":"Ahrefs Organic Competitors","description":"Get domains that compete with a target domain or URL for the same organic keywords, ranked by keyword overlap.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_organic_keywords":{"id":"ahrefs_organic_keywords","name":"Ahrefs Organic Keywords","description":"Get organic keywords that a target domain or URL ranks for in Google search results. Returns keyword details including search volume, ranking position, and estimated traffic.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_paid_pages":{"id":"ahrefs_paid_pages","name":"Ahrefs Paid Pages","description":"Get a target domain\'s pages that receive paid search traffic, sorted by estimated paid traffic. Returns page URLs with their paid traffic, keyword counts, and estimated spend.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_competitors_overview":{"id":"ahrefs_rank_tracker_competitors_overview","name":"Ahrefs Rank Tracker Competitors Overview","description":"Get competitor rankings for the keywords tracked in an Ahrefs Rank Tracker project: each tracked keyword\'s volume and difficulty alongside every competitor\'s position, traffic, and traffic value. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_competitors_stats":{"id":"ahrefs_rank_tracker_competitors_stats","name":"Ahrefs Rank Tracker Competitors Stats","description":"Get aggregate competitor stats for an Ahrefs Rank Tracker project: each competitor\'s traffic, traffic value, average position, and share of voice across all tracked keywords. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report metrics for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_overview":{"id":"ahrefs_rank_tracker_overview","name":"Ahrefs Rank Tracker Overview","description":"Get ranking overview metrics for the keywords tracked in an Ahrefs Rank Tracker project: position, search volume, keyword difficulty, and estimated traffic. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_serp_overview":{"id":"ahrefs_rank_tracker_serp_overview","name":"Ahrefs Rank Tracker SERP Overview","description":"Get the full SERP (search engine results page) for a keyword tracked in an Ahrefs Rank Tracker project, including every ranking URL with its position, title, and authority metrics. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tracked keyword to retrieve SERP data for"},"country":{"type":"string","required":true,"visibility":"user-or-llm","description":"Country code for the tracked keyword. Example: \\"us\\", \\"gb\\", \\"de\\""},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"topPositions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of top organic positions to return (defaults to all available)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Timestamp to return the last available SERP Overview at, in YYYY-MM-DDThh:mm:ss format"},"locationId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Location ID of the tracked keyword, if tracked at a specific location"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code of the tracked keyword"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_refdomains_history":{"id":"ahrefs_refdomains_history","name":"Ahrefs Referring Domains History","description":"Get the historical referring domains trend for a target domain or URL over a date range, grouped daily, weekly, or monthly.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_referring_domains":{"id":"ahrefs_referring_domains","name":"Ahrefs Referring Domains","description":"Get a list of domains that link to a target domain or URL. Returns unique referring domains with their domain rating, backlink counts, and discovery dates.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live), \\"all_time\\" (default, includes lost domains), or \\"since:YYYY-MM-DD\\" (domains found since a date)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_related_terms":{"id":"ahrefs_related_terms","name":"Ahrefs Related Terms","description":"Get keyword ideas related to a seed keyword: terms the same top-ranking pages also rank for (\\"also rank for\\") or also discuss (\\"also talk about\\"), with volume, difficulty, and CPC.","version":"1.0.0","params":{"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The seed keyword to find related terms for"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for keyword data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"terms":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of related keywords to return: \\"also_rank_for\\", \\"also_talk_about\\", or \\"all\\" (default: \\"all\\")"},"viewFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to derive related terms from the top 10 or top 100 ranking pages (default: \\"top_10\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_site_audit_page_explorer":{"id":"ahrefs_site_audit_page_explorer","name":"Ahrefs Site Audit Page Explorer","description":"Get crawled pages from an Ahrefs Site Audit project with health and SEO metrics: HTTP status, title, link counts, backlinks, indexability, and traffic. Optionally filter to pages affected by a specific issue.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Site Audit project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Crawl date in YYYY-MM-DDThh:mm:ss format (defaults to the most recent crawl)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip, for pagination"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return pages affected by this issue ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_top_pages":{"id":"ahrefs_top_pages","name":"Ahrefs Top Pages","description":"Get the top pages of a target domain sorted by organic traffic. Returns page URLs with their traffic, keyword counts, and estimated traffic value.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"airtable_create_records":{"id":"airtable_create_records","name":"Airtable Create Records","description":"Write new records to an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to create, each with a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_delete_records":{"id":"airtable_delete_records","name":"Airtable Delete Records","description":"Delete one or more records from an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of record IDs to delete (each starts with \\"rec\\", e.g., [\\"recXXXXXXXXXXXXXX\\"]). Pass a single-element array to delete one record."}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_get_base_schema":{"id":"airtable_get_base_schema","name":"Airtable Get Base Schema","description":"Get the schema of all tables, fields, and views in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_get_record":{"id":"airtable_get_record","name":"Airtable Get Record","description":"Retrieve a single record from an Airtable table by its ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record ID to retrieve (starts with \\"rec\\", e.g., \\"recXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_list_bases":{"id":"airtable_list_bases","name":"Airtable List Bases","description":"List all bases the authenticated user has access to","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination offset for retrieving additional bases"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_list_records":{"id":"airtable_list_records","name":"Airtable List Records","description":"Read records from an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"maxRecords":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (default: all records)"},"filterFormula":{"type":"string","required":false,"visibility":"user-or-llm","description":"Formula to filter records (e.g., \\"({Field Name} = 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If noteType is text/html, supports: <b>, <i>, <u>, <a>, <ul>, <ol>, <li>, <code>, <pre>"},"noteType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type of the note: text/plain (default) or text/html"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send notifications to subscribed users (default false)"},"isPrivate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the note is private (only visible to the author)"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backdated creation timestamp in ISO 8601 (e.g. 2024-01-01T00:00:00Z). Defaults to now."}},"hostedApiKey":"none"},"ashby_delete_application":{"id":"ashby_delete_application","name":"Ashby Delete Application","description":"Permanently deletes an application in Ashby. 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2024-01-01T00:00:00Z)"},"syncToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque token from a completed prior sync run"}},"hostedApiKey":"none"},"ashby_list_job_postings":{"id":"ashby_list_job_postings","name":"Ashby List Job Postings","description":"Lists all job postings in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by location name (case sensitive)"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by department name (case sensitive)"},"listedOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only returns listed (publicly visible) job postings (default false)"},"includeUnpublishedJobPostings":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, also returns unpublished (Draft) job postings. The endpoint already returns both listed and unlisted published postings by default, so this only adds drafts."},"jobBoardId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of a specific job board to filter postings to. If omitted, returns postings on the primary external job board."}},"hostedApiKey":"none"},"ashby_list_jobs":{"id":"ashby_list_jobs","name":"Ashby List Jobs","description":"Lists all jobs in an Ashby organization. By default returns Open, Closed, and Archived jobs. Specify status to filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default and max 100). 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Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"created_at:direction\\" (e.g., \\"created_at:asc\\", \\"created_at:desc\\")"}},"hostedApiKey":"none"},"calendly_list_scheduled_events":{"id":"calendly_list_scheduled_events","name":"Calendly List Scheduled Events","description":"Retrieve a list of scheduled events for a user or organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events that belong to this user. Either \\"user\\" or \\"organization\\" must be provided. 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Format: ISO 8601 (e.g., \\"2024-01-01T00:00:00Z\\")"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"field:direction\\" (e.g., \\"start_time:asc\\", \\"start_time:desc\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status. Format: \\"active\\" or \\"canceled\\""}},"hostedApiKey":"none"},"calendly_list_user_availability_schedules":{"id":"calendly_list_user_availability_schedules","name":"Calendly List User Availability Schedules","description":"Retrieve a user\'s availability schedules, working hours, and date overrides","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":true,"visibility":"user-or-llm","description":"User whose schedules are returned. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"}},"hostedApiKey":"none"},"calendly_list_user_busy_times":{"id":"calendly_list_user_busy_times","name":"Calendly List User Busy Times","description":"Retrieve a user\'s internal and external busy times within a date range, based on their connected calendars","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":true,"visibility":"user-or-llm","description":"User whose busy times are returned. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"startTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start of the requested range. Cannot be in the past. Format: ISO 8601 (e.g., \\"2024-01-01T00:00:00Z\\")"},"endTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"End of the requested range. Must be after the start and no more than 7 days later. Format: ISO 8601 (e.g., \\"2024-01-07T00:00:00Z\\")"}},"hostedApiKey":"none"},"calendly_list_webhooks":{"id":"calendly_list_webhooks","name":"Calendly List Webhooks","description":"Retrieve a list of webhook subscriptions for an organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization URI to list webhooks for. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"scope":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scope of the webhooks to list. Format: \\"organization\\", \\"user\\", or \\"group\\""},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter webhooks by user URI (for user-scoped webhooks). Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"}},"hostedApiKey":"none"},"cbinsights_chat":{"id":"cbinsights_chat","name":"CB Insights Chat","description":"Ask ChatCBI a question in natural language and get an answer grounded in CB Insights data, with its sources and suggested follow-ups. 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Pass it to continue that conversation rather than starting a new one."}},"hostedApiKey":"none"},"cbinsights_get_commercial_maturity_history":{"id":"cbinsights_get_commercial_maturity_history","name":"CB Insights Get Commercial Maturity History","description":"Retrieve an organization\'s historical Commercial Maturity levels, tracking how its ability to compete for customers or serve as a partner has moved over time.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. Resolve a name or website to one with Look Up Organizations, which never charges credits."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest date to return, as YYYY-MM-DD. Must be on or after 2024-07-25 and within 24 months of endDate. Defaults to the later of one year ago and 2024-07-25."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest date to return, as YYYY-MM-DD. Must be on or after 2024-07-25 and within 24 months of startDate. Defaults to today."}},"hostedApiKey":"none"},"cbinsights_get_exit_probability_history":{"id":"cbinsights_get_exit_probability_history","name":"CB Insights Get Exit Probability History","description":"Retrieve an organization\'s historical two-year IPO and M&A exit probabilities, each alongside the mean for comparable companies.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. 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Defaults to today."}},"hostedApiKey":"none"},"cbinsights_get_mosaic_history":{"id":"cbinsights_get_mosaic_history","name":"CB Insights Get Mosaic History","description":"Retrieve an organization\'s historical Mosaic Scores — overall plus the management, market, momentum, and money factors — so a trend can be read rather than a single snapshot.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. Resolve a name or website to one with Look Up Organizations, which never charges credits."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest date to return, as YYYY-MM-DD. Must be on or after 2024-01-01 and within the last 24 months. Defaults to the later of one year ago and 2024-01-01."}},"hostedApiKey":"none"},"cbinsights_get_org_business_relationships":{"id":"cbinsights_get_org_business_relationships","name":"CB Insights Get Organization Business Relationships","description":"Retrieve one organization\'s partnerships, client/vendor relationships, and licensing activity, with AI-generated insights on each.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. 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Resolve a name or website to one with Look Up Organizations, which never charges credits."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return in a single response, 1-100"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token from a previous response; omit for the first page"}},"hostedApiKey":"none"},"cbinsights_get_org_investments":{"id":"cbinsights_get_org_investments","name":"CB Insights Get Organization Investments","description":"Retrieve the rounds in which one organization invested in another, with AI-generated insights extracting the key themes of each deal.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. Resolve a name or website to one with Look Up Organizations, which never charges credits."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return in a single response, 1-100"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token from a previous response; omit for the first page"}},"hostedApiKey":"none"},"cbinsights_get_org_management_and_board":{"id":"cbinsights_get_org_management_and_board","name":"CB Insights Get Organization Management and Board","description":"Retrieve an organization\'s leadership team and board members with their education, work history, and board seats, plus the Management factor of its Mosaic Score.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. 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This endpoint never charges credits, so use it to match your own records before spending credits on the data endpoints.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"names":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization names to look up, e.g. [\\"CB Insights\\"]"},"urls":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization websites to look up, e.g. [\\"cbinsights.com\\"]"},"profileUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"A CB Insights profile URL to resolve. Mutually exclusive with names and urls — the API rejects a request that sets both."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return in a single response, 1-100"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token from a previous response; omit for the first page"}},"hostedApiKey":"none"},"cbinsights_rag":{"id":"cbinsights_rag","name":"CB Insights Retrieve Context","description":"Retrieve the raw structured CB Insights data relevant to a question, for feeding your own model rather than reading a written answer. Uses generative AI and can be wrong — verify anything that matters.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"The question to retrieve context for. Must be under 10,000 characters."}},"hostedApiKey":"none"},"cbinsights_search_firmographics":{"id":"cbinsights_search_firmographics","name":"CB Insights Search Firmographics","description":"Search profiles of private companies, public companies, and investors by market, industry, geography, headcount, funding, and valuation. Each field is ANDed together; values within a field are ORed.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"keyword":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term matched against organization names, descriptions, and aliases"},"orgIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights organization IDs to return, e.g. [129410, 129411]"},"orgNames":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization names to match exactly, e.g. [\\"CB Insights\\"]"},"urls":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization websites to match, e.g. [\\"cbinsights.com\\"]"},"tickers":{"type":"json","required":false,"visibility":"user-or-llm","description":"Stock tickers to match, each optionally suffixed with an exchange code after a colon"},"marketIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights market IDs to match, e.g. [6, 95, 106]"},"marketNames":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights market names to match. Partial matches count — \\"AI\\" returns every market whose name contains it."},"industryIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights industry IDs to match (mid level of the taxonomy)"},"sectorIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights sector IDs to match (top level of the taxonomy)"},"subindustryIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights sub-industry IDs to match (lowest level of the taxonomy)"},"businessModelIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights business model IDs to match"},"technologyIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights technology landscape IDs to match"},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Expert Collection IDs to search within"},"countryIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights country IDs to match"},"stateProvinceIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights state or province IDs to match"},"cityIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights city IDs to match"},"continentIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights continent IDs to match"},"regionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights region IDs to match"},"orgStatusIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights organization status IDs to match (active, acquired, dead, IPO, merged)"},"investorOrgIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Return organizations these investor organization IDs have invested in"},"investorTypeIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Return investor organizations of these investor types"},"fundingInvestorTypeIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Return organizations funded by these investor types"},"lastFundingRoundIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights funding round IDs of the most recent round"},"lastFundingRoundCategoryIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights funding round category IDs of the most recent round"},"minCurrentHeadcount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum current headcount"},"maxCurrentHeadcount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum current headcount"},"minTotalFundingInMillions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum total funding raised, in millions of US dollars"},"maxTotalFundingInMillions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum total funding raised, in millions of US dollars"},"minValuationInMillions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum valuation, in millions of US dollars"},"maxValuationInMillions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum valuation, in millions of US dollars"},"minLastFundingDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest date of the most recent funding round, as YYYY-MM-DD"},"maxLastFundingDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest date of the most recent funding round, as YYYY-MM-DD"},"vcBacked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Restrict to organizations that have received venture funding"},"sortField":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: orgName, orgId, lastUpdateTime, lastFundingDate, latestValuation, mosaicOverall, mosaicManagement, mosaicMarket, mosaicMomentum, mosaicMoney, headcountCurrent, headcount6MonthGrowth, headcount12MonthGrowth, or headcount24MonthGrowth"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction, \\"asc\\" or \\"desc\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return in a single response, 1-100"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token from a previous response; omit for the first page"}},"hostedApiKey":"none"},"circleback_add_tag_to_meetings":{"id":"circleback_add_tag_to_meetings","name":"Circleback Add Tag to Meetings","description":"Applies an existing Circleback tag to one or more meetings and returns the updated meetings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the tag to apply"},"meetingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated IDs of the meetings to tag"}},"hostedApiKey":"none"},"circleback_create_tag":{"id":"circleback_create_tag","name":"Circleback Create Tag","description":"Creates a new tag in Circleback. If a tag with the same name already exists, a conflict error is returned.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The display name of the tag"},"tagDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"A description of the tag"}},"hostedApiKey":"none"},"circleback_delete_action_item":{"id":"circleback_delete_action_item","name":"Circleback Delete Action Item","description":"Deletes a Circleback action item. Returns the deleted action item.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"actionItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the action item"}},"hostedApiKey":"none"},"circleback_delete_meeting":{"id":"circleback_delete_meeting","name":"Circleback Delete Meeting","description":"Deletes a Circleback meeting. Only the owner of the meeting can delete it. Returns the deleted meeting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the meeting"}},"hostedApiKey":"none"},"circleback_delete_tag":{"id":"circleback_delete_tag","name":"Circleback Delete Tag","description":"Permanently deletes a Circleback tag and removes it from every meeting it was applied to.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the tag"}},"hostedApiKey":"none"},"circleback_get_company":{"id":"circleback_get_company","name":"Circleback Get Company","description":"Gets a company by its domain from Circleback, including its people and external links.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"The website domain of the company to fetch, such as example.com"}},"hostedApiKey":"none"},"circleback_get_meeting":{"id":"circleback_get_meeting","name":"Circleback Get Meeting","description":"Gets a Circleback meeting by ID, including notes, attendees, action items, insights, and recording details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the meeting"}},"hostedApiKey":"none"},"circleback_get_person":{"id":"circleback_get_person","name":"Circleback Get Person","description":"Gets a person by their profile ID from Circleback, including their profile details and external links.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"profileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the person profile"}},"hostedApiKey":"none"},"circleback_get_transcript":{"id":"circleback_get_transcript","name":"Circleback Get Transcript","description":"Gets the full transcript for a Circleback meeting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the meeting"}},"hostedApiKey":"none"},"circleback_list_action_items":{"id":"circleback_list_action_items","name":"Circleback List Action Items","description":"Lists action items across the authenticated user meetings, filtered by assignee, status, tags, and attendees. Defaults to incomplete action items assigned to the API key owner.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"assigneeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"The assignee scope to filter by: Me, NotMe, Profile, MyWorkspace, OutsideMyWorkspace, Unassigned, or Anyone. Defaults to Me"},"assigneeProfileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Profile ID of the assignee to filter by"},"assigneeTeamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team ID of the assignee to filter by"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Completion status to filter by: PENDING or DONE. Defaults to incomplete action items"},"attendeeProfileIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated profile IDs of meeting attendees to filter by"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to filter by"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_calendar_events":{"id":"circleback_list_calendar_events","name":"Circleback List Calendar Events","description":"Lists upcoming calendar events from the authenticated user connected calendars, with pagination and a configurable time window.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"startTimeLookbackHours":{"type":"string","required":false,"visibility":"user-or-llm","description":"How many hours in the past to include calendar meetings from"},"startTimeLookaheadHours":{"type":"string","required":false,"visibility":"user-or-llm","description":"How many hours in the future to include calendar meetings from"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"The direction calendar meetings are sorted in by start time: ascending or descending. Defaults to ascending"},"includeOfflineSingleAttendee":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to true to include calendar meetings that have no meeting link and only one attendee"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_companies":{"id":"circleback_list_companies","name":"Circleback List Companies","description":"Lists the companies whose people attend the authenticated user meetings, with optional tag filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs. Filters companies to those with meetings so tagged"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_meetings":{"id":"circleback_list_meetings","name":"Circleback List Meetings","description":"Lists meetings from Circleback with optional ownership, status, tag, and attendee filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"ownership":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which meetings to return: All, Mine, or Shared. Defaults to Mine"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated meeting statuses to filter by"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to filter by"},"attendeeProfileIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated profile IDs of attendees to filter by"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_people":{"id":"circleback_list_people","name":"Circleback List People","description":"Lists the people who attend the authenticated user meetings, ordered by most recent meeting, with optional company and tag filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"domains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated company domains to filter people by"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs. Filters people to attendees of meetings so tagged"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"The maximum number of people to return"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_tags":{"id":"circleback_list_tags","name":"Circleback List Tags","description":"Lists every tag available to the authenticated Circleback user.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"}},"hostedApiKey":"none"},"circleback_remove_tag_from_meetings":{"id":"circleback_remove_tag_from_meetings","name":"Circleback Remove Tag from Meetings","description":"Removes a Circleback tag from one or more meetings and returns the updated meetings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the tag to remove"},"meetingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated IDs of the meetings to remove the tag from"}},"hostedApiKey":"none"},"circleback_search_meetings":{"id":"circleback_search_meetings","name":"Circleback Search Meetings","description":"Searches Circleback meetings by name and content, with optional filters for specific meetings, tags, and people.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"searchTerm":{"type":"string","required":false,"visibility":"user-or-llm","description":"The text to search for across meeting names and content"},"meetingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated meeting IDs to restrict the search to"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to restrict the search to"},"attendeeProfileIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated profile IDs of attendees to restrict the search to"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_update_action_item":{"id":"circleback_update_action_item","name":"Circleback Update Action Item","description":"Updates the title, description, status, or assignee of a Circleback action item. Returns the updated action item.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"actionItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the action item"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new title of the action item"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new detailed description of the action item"},"assigneeProfileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The profile ID to assign the action item to, or the literal text null to remove the assignee"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"The completion status: PENDING or DONE"}},"hostedApiKey":"none"},"circleback_update_meeting":{"id":"circleback_update_meeting","name":"Circleback Update Meeting","description":"Updates the name, notes, or private notes of a Circleback meeting. The API returns only the fields that were updated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the meeting"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new name of the meeting"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new meeting notes in Markdown"},"privateNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"The authenticated user private notes for the meeting"}},"hostedApiKey":"none"},"circleback_update_tag":{"id":"circleback_update_tag","name":"Circleback Update Tag","description":"Updates the name or description of a Circleback tag.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the tag"},"tagName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new display name of the tag"},"tagDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new description of the tag"}},"hostedApiKey":"none"},"clay_populate":{"id":"clay_populate","name":"Clay Populate","description":"Populate Clay with data from a JSON file. Enables direct communication and notifications with timestamp tracking and channel confirmation.","version":"1.0.0","params":{"webhookURL":{"type":"string","required":true,"visibility":"user-only","description":"The webhook URL to populate"},"data":{"type":"json","required":true,"visibility":"user-or-llm","description":"The data to populate"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Optional auth token for Clay webhook authentication (most webhooks do not require this)"}},"hostedApiKey":"none"},"clerk_add_organization_member":{"id":"clerk_add_organization_member","name":"Add Organization Member in Clerk","description":"Add a user as a member of a Clerk organization with a given role","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the user to add as a member"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role to assign, e.g. org:admin or org:member"}},"hostedApiKey":"none"},"clerk_ban_user":{"id":"clerk_ban_user","name":"Ban User in Clerk","description":"Ban a user, preventing them from signing in","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to ban (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}},"hostedApiKey":"none"},"clerk_create_actor_token":{"id":"clerk_create_actor_token","name":"Create Actor Token in Clerk","description":"Create an actor token to impersonate a user (God Mode / act-as-user), e.g. for support tooling","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the user to impersonate"},"actor":{"type":"json","required":true,"visibility":"user-or-llm","description":"Actor JSON object identifying who is impersonating, must include a \\"sub\\" field, e.g. {\\"sub\\": \\"user_support_agent_id\\"}"},"expiresInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds until the token expires (default 3600)"},"sessionMaxDurationInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max duration in seconds for sessions created with this token (default 1800)"}},"hostedApiKey":"none"},"clerk_create_allowlist_identifier":{"id":"clerk_create_allowlist_identifier","name":"Create Allowlist Identifier in Clerk","description":"Add an email, phone number, or web3 wallet to your Clerk instance allowlist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, phone number, or web3 wallet to allow (wildcards like *@example.com supported for email)"},"notify":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to notify the identifier owner by email (default false)"}},"hostedApiKey":"none"},"clerk_create_blocklist_identifier":{"id":"clerk_create_blocklist_identifier","name":"Create Blocklist Identifier in Clerk","description":"Add an email, phone number, or web3 wallet to your Clerk instance blocklist to prevent sign-ups","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, phone number, or web3 wallet to block"}},"hostedApiKey":"none"},"clerk_create_organization":{"id":"clerk_create_organization","name":"Create Organization in Clerk","description":"Create a new organization in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the organization"},"createdBy":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the creator who will become admin (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slug identifier for the organization"},"maxAllowedMemberships":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum member capacity (0 for unlimited)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object)"}},"hostedApiKey":"none"},"clerk_create_organization_invitation":{"id":"clerk_create_organization_invitation","name":"Create Organization Invitation in Clerk","description":"Invite a user by email to join a Clerk organization with a given role","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"emailAddress":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the user to invite"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role to assign on acceptance, e.g. org:admin or org:member"},"inviterUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID of the inviter"},"redirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect to after the invitation is accepted"},"expiresInDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Days until the invitation expires (1-365, default 30)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON 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Until at least one policy is attached the application denies everyone, so pair this with \\"Create Access Policy\\". Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Application type: self_hosted, saas, ssh, vnc, app_launcher, warp, biso, bookmark, infrastructure, rdp, mcp, mcp_portal, or proxy_endpoint. dash_sso has no request variant and cannot be created through the API"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"The primary hostname and path secured by Access, e.g. internal.example.com or example.com/admin. Required for the self_hosted, ssh, vnc, and rdp types; optional for bookmark and mcp_portal; read-only for app_launcher, warp, biso, and proxy_endpoint; and absent from the saas, infrastructure, and mcp variants"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Friendly name shown in the dashboard and App Launcher"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long an Access session stays valid, e.g. 24h or 30m"},"allowedIdps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated identity provider IDs users may authenticate with. Leave empty to allow all configured providers"},"appLauncherVisible":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the application is shown in the App Launcher"},"autoRedirectToIdentity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users skip the identity provider picker"},"customDenyMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message shown to users who are denied access"},"customDenyUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL denied users are redirected to"},"logoUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Logo image URL shown in the dashboard and App Launcher"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag names categorizing the application"},"policies":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of policies to attach. Entries may be reusable policy IDs or inline policy objects, e.g. [\\"<POLICY_ID>\\"]"},"saasApp":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON SaaS configuration, required for the saas type and rejected on every other type. SAML, e.g. {\\"auth_type\\":\\"saml\\",\\"consumer_service_url\\":\\"https://example.com/acs\\",\\"sp_entity_id\\":\\"https://example.com\\"}; OIDC, e.g. {\\"auth_type\\":\\"oidc\\",\\"client_id\\":\\"...\\",\\"redirect_uris\\":[\\"https://example.com/callback\\"]}"},"targetCriteria":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of infrastructure target criteria, required for the infrastructure and rdp types and rejected on every other type, e.g. [{\\"port\\":22,\\"protocol\\":\\"SSH\\",\\"target_attributes\\":{\\"hostname\\":[\\"production\\"]}}]"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_access_policy":{"id":"cloudflare_create_access_policy","name":"Cloudflare Create Access Policy","description":"Creates a Cloudflare Access (Zero Trust) policy on an application, deciding who may reach it. A policy takes effect on live traffic as soon as it is created — an allow policy with a broad include rule grants access immediately. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID to attach the policy to"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the policy"},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"What the policy does when it matches: allow, deny, non_identity (service tokens and other non-identity rules), or bypass (skip Access entirely)"},"include":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with OR logic — matching any one selects the policy. Example: [{\\"email\\":{\\"email\\":\\"user@example.com\\"}}] or [{\\"email_domain\\":{\\"domain\\":\\"example.com\\"}}]"},"exclude":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with NOT logic — matching any one rejects the request"},"require":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with AND logic — all of them must match"},"precedence":{"type":"number","required":false,"visibility":"user-or-llm","description":"Evaluation order of the policy within the application"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long a session granted by this policy stays valid, e.g. 24h. Leave it unset on a policy attached to an infrastructure-typed application — Cloudflare rejects those with error 12130"},"approvalRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether an approver must grant each access request"},"isolationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the session must run in a remote isolated browser"},"purposeJustificationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users must state a reason for access"},"purposeJustificationPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Prompt shown when a justification is required"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_access_service_token":{"id":"cloudflare_create_access_service_token","name":"Cloudflare Create Access Service Token","description":"Creates a Cloudflare Access (Zero Trust) service token so a machine can authenticate to Access-protected applications. This is the only response that ever contains the client secret — Cloudflare will not return it again, so capture it in the same run. Requires an API token with Account Access: Service Tokens Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Service tokens are account-scoped"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the service token"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long the token stays valid before it expires, e.g. 8760h. Defaults to Cloudflare\'s standard lifetime"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_dns_record":{"id":"cloudflare_create_dns_record","name":"Cloudflare Create DNS Record","description":"Creates a new DNS record for a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to create the DNS record in"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\", \\"NS\\", \\"SRV\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record name (e.g., \\"example.com\\" or \\"subdomain.example.com\\")"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record content (e.g., IP address for A records, target for CNAME)"},"ttl":{"type":"number","required":false,"visibility":"user-or-llm","description":"Time to live in seconds (1 = automatic, default: 1)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable Cloudflare proxy (default: false)"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Record priority. Cloudflare accepts this top-level field for MX and URI records only; an SRV record carries its priority, weight, port, and target inside the record content instead"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment for the DNS record"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags for the DNS record"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_r2_bucket":{"id":"cloudflare_create_r2_bucket","name":"Cloudflare Create R2 Bucket","description":"Creates an R2 object storage bucket in an account. The location hint and jurisdiction are fixed at creation and cannot be changed later. Requires an API token with Account Workers R2 Storage Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"bucketName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new bucket"},"locationHint":{"type":"string","required":false,"visibility":"user-or-llm","description":"Region hint for where the bucket should live: apac, eeur, enam, weur, wnam, or oc. Cannot be changed after creation"},"storageClass":{"type":"string","required":false,"visibility":"user-or-llm","description":"Default storage class for objects: Standard or InfrequentAccess"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction to create the bucket in: default, eu, or fedramp. Cannot be changed after creation"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_rate_limit_rule":{"id":"cloudflare_create_rate_limit_rule","name":"Cloudflare Create Rate Limiting Rule","description":"Creates a rate limiting rule in the http_ratelimit phase entry point ruleset of a zone, using the current Rulesets-based rate limiting API (the legacy rate_limits endpoint is no longer available). Run \\"List Rate Limiting Rules\\" first to get the ruleset ID. Requires an API token with Zone WAF Edit.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to add the rate limiting rule to"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The http_ratelimit entry point ruleset ID, as returned by \\"List Rate Limiting Rules\\""},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting the requests the rule applies to, e.g. (http.request.uri.path matches \\"^/api/\\")"},"characteristics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated counting characteristics. cf.colo.id is mandatory. ip.src and cf.unique_visitor_id are mutually exclusive — include at most one. Example: cf.colo.id,ip.src"},"period":{"type":"number","required":true,"visibility":"user-or-llm","description":"Counting window in seconds. Cloudflare accepts only 10, 60, 120, 300, 600, or 3600"},"requestsPerPeriod":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of requests allowed within the counting period before the action fires"},"action":{"type":"string","required":false,"visibility":"user-or-llm","description":"Action applied once the limit is exceeded, e.g. block, managed_challenge, js_challenge, challenge, or log. Defaults to block"},"mitigationTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds the action stays applied after the limit is exceeded. Cloudflare accepts only 0, 10, 60, 120, 300, 600, 3600, or 86400"},"counting_expression":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional expression defining which requests are counted, when it differs from the matching expression"},"requestsToOrigin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only requests that reach the origin are counted"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_ruleset":{"id":"cloudflare_create_ruleset","name":"Cloudflare Create Ruleset","description":"Creates a zone ruleset for a phase, optionally seeded with its first rules. Use this when a phase has no entry point ruleset yet — reading the entry point returns 404 on a zone that has never had a rule in that phase, and rules can only be appended to a ruleset that already exists. Create the entry point with kind \\"zone\\" and the target phase (for example http_ratelimit for rate limiting rules or http_request_firewall_custom for WAF custom rules), then use the returned ruleset ID for later rule operations. Requires an API token with Zone WAF Edit (or another matching ruleset Edit permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to create the ruleset in"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Human-readable name for the ruleset"},"phase":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset phase, e.g. http_ratelimit, http_request_firewall_custom, http_request_firewall_managed, http_request_transform, http_request_dynamic_redirect"},"kind":{"type":"string","required":false,"visibility":"user-or-llm","description":"Ruleset kind: zone or custom. Use zone to create a phase entry point ruleset and custom for a ruleset an execute rule deploys. Defaults to zone. \\"root\\" is the account-level phase entry point and \\"managed\\" is Cloudflare-owned, so neither can be created on this zone-scoped endpoint"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the ruleset"},"rules":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of rules to seed the ruleset with, in evaluation order. Each rule takes action, expression, and optionally description, enabled, action_parameters, and ratelimit"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_ruleset_rule":{"id":"cloudflare_create_ruleset_rule","name":"Cloudflare Create Ruleset Rule","description":"Adds a rule to a zone ruleset. Use \\"Get Phase Entry Point Ruleset\\" first to find the ruleset ID for the phase you want (for example http_request_firewall_custom for a WAF custom rule, or http_request_firewall_managed with action \\"execute\\" to deploy a managed ruleset). The rule is appended to the end of the ruleset unless a position is given. Requires an API token with Zone WAF Edit (or another matching ruleset Write permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID to add the rule to"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"The action the rule performs. Valid values depend on the phase — e.g. block, challenge, js_challenge, managed_challenge, log, skip, or execute (to deploy a managed ruleset)"},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting matching requests, e.g. (ip.src.country in {\\"GB\\" \\"FR\\"}). Use \\"true\\" to match every request"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference tag that stays stable across rule updates"},"actionParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of action-specific parameters. For an \\"execute\\" rule this carries the managed ruleset id and any overrides, e.g. {\\"id\\":\\"<MANAGED_RULESET_ID>\\",\\"overrides\\":{\\"action\\":\\"log\\"}}"},"position":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object placing the rule within the ruleset. Exactly one of {\\"before\\":\\"<RULE_ID>\\"}, {\\"after\\":\\"<RULE_ID>\\"}, or {\\"index\\":<1-based position>}"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_zone":{"id":"cloudflare_create_zone","name":"Cloudflare Create Zone","description":"Adds a new zone (domain) to the Cloudflare account.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The domain name to add (e.g., \\"example.com\\")"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Zone type: \\"full\\" (Cloudflare manages DNS), \\"partial\\" (CNAME setup), or \\"secondary\\" (secondary DNS). Cloudflare also defines \\"internal\\", which is not creatable through this tool"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_access_application":{"id":"cloudflare_delete_access_application","name":"Cloudflare Delete Access Application","description":"Permanently deletes a Cloudflare Access (Zero Trust) application and every policy attached to it. The hostname it protected is immediately left without an Access identity check, so anyone who can reach it can reach the origin. This cannot be undone. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID to delete permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_access_policy":{"id":"cloudflare_delete_access_policy","name":"Cloudflare Delete Access Policy","description":"Permanently deletes a Cloudflare Access (Zero Trust) policy from an application. This changes who can reach the application the moment it runs: removing an allow policy locks out everyone it covered, and removing a deny or require policy drops that restriction. This cannot be undone. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID that owns the policy"},"policyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access policy ID to delete permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_dns_record":{"id":"cloudflare_delete_dns_record","name":"Cloudflare Delete DNS Record","description":"Deletes a DNS record from a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID containing the DNS record"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The DNS record ID to delete"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_r2_bucket":{"id":"cloudflare_delete_r2_bucket","name":"Cloudflare Delete R2 Bucket","description":"Permanently deletes an R2 object storage bucket. Cloudflare only deletes an empty bucket, and the deletion cannot be undone. Requires an API token with Account Workers R2 Storage Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"bucketName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the bucket to delete permanently"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction the bucket lives in: default, eu, or fedramp"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_ruleset_rule":{"id":"cloudflare_delete_ruleset_rule","name":"Cloudflare Delete Ruleset Rule","description":"Permanently deletes a rule from a zone ruleset. This takes effect immediately on live traffic and cannot be undone — deleting a WAF custom rule, a managed-ruleset deployment, or a rate limiting rule removes that protection from the zone. Also use this to delete rate limiting rules, which live in the http_ratelimit phase ruleset. Requires an API token with Zone WAF Edit (or another matching ruleset Write permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID containing the rule"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The rule ID to delete permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_zone":{"id":"cloudflare_delete_zone","name":"Cloudflare Delete Zone","description":"Deletes a zone (domain) from the Cloudflare account.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to delete"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_dns_analytics":{"id":"cloudflare_dns_analytics","name":"Cloudflare DNS Analytics","description":"Gets DNS analytics report for a zone including query counts and trends.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to get DNS analytics for"},"since":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date for analytics (ISO 8601, e.g., \\"2024-01-01T00:00:00Z\\") or relative (e.g., \\"-6h\\")"},"until":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date for analytics (ISO 8601, e.g., \\"2024-01-31T23:59:59Z\\") or relative (e.g., \\"now\\")"},"metrics":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated metrics to retrieve (e.g., \\"queryCount,uncachedCount,staleCount,responseTimeAvg,responseTimeMedian,responseTime90th,responseTime99th\\"). Optional in the API"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions to group by (e.g., \\"queryName,queryType,responseCode,responseCached,coloName,origin,dayOfWeek,tcp,ipVersion,querySizeBucket,responseSizeBucket\\")"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filters to apply to the data (e.g., \\"queryType==A\\")"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for the result set. Fields must be included in metrics or dimensions (e.g., \\"+queryCount\\" or \\"-responseTimeAvg\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_access_application":{"id":"cloudflare_get_access_application","name":"Cloudflare Get Access Application","description":"Reads a single Cloudflare Access (Zero Trust) application, including its attached policies. Requires an API token with Account Access: Apps and Policies Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID (or audience tag) to read"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_r2_bucket":{"id":"cloudflare_get_r2_bucket","name":"Cloudflare Get R2 Bucket","description":"Reads the metadata of a single R2 object storage bucket. Requires an API token with Account Workers R2 Storage Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"bucketName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the bucket to read"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction the bucket lives in: default, eu, or fedramp"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_ruleset":{"id":"cloudflare_get_ruleset","name":"Cloudflare Get Ruleset","description":"Reads a single zone ruleset including every rule it contains, in evaluation order. Requires an API token with Zone WAF Read (or another matching ruleset Read permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID to read"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_ruleset_entrypoint":{"id":"cloudflare_get_ruleset_entrypoint","name":"Cloudflare Get Phase Entry Point Ruleset","description":"Reads the entry point ruleset for a phase on a zone, including all of its rules. This is how you find the ruleset ID you need before adding, updating, or deleting a rule — for example http_request_firewall_custom for WAF custom rules, http_request_firewall_managed for managed-ruleset deployments and overrides, or http_ratelimit for rate limiting rules. Requires an API token with Zone WAF Read (or another matching ruleset Read permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to read the phase entry point for"},"phase":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset phase, e.g. http_request_firewall_custom, http_request_firewall_managed, http_ratelimit, http_request_transform, http_request_dynamic_redirect"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_tunnel":{"id":"cloudflare_get_tunnel","name":"Cloudflare Get Tunnel","description":"Reads a single Cloudflare Tunnel (cloudflared), including its health status and active connector connections. Requires an API token with Account Cloudflare Tunnel Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Tunnels are account-scoped"},"tunnelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tunnel ID to read"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_tunnel_configuration":{"id":"cloudflare_get_tunnel_configuration","name":"Cloudflare Get Tunnel Configuration","description":"Reads the configuration of a remotely-managed Cloudflare Tunnel — its ingress rules, origin request settings, and WARP routing. Only tunnels whose configuration source is \\"cloudflare\\" have a remote configuration; locally-managed tunnels keep it in their own config file. Requires an API token with Account Cloudflare Tunnel Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Tunnels are account-scoped"},"tunnelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tunnel ID to read the configuration for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_worker_script_settings":{"id":"cloudflare_get_worker_script_settings","name":"Cloudflare Get Worker Script Settings","description":"Reads the deployment settings of a single Workers script — bindings, compatibility date and flags, limits, observability, placement, and tail consumers. The plain \\"get script\\" endpoint in the Cloudflare API returns raw JavaScript source rather than JSON, so this settings endpoint is the structured way to inspect one script. Requires an API token with Account Workers Scripts Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Workers scripts are account-scoped"},"scriptName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Workers script to read settings for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_zone":{"id":"cloudflare_get_zone","name":"Cloudflare Get Zone","description":"Gets details for a specific zone (domain) by its ID.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to retrieve details for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_zone_settings":{"id":"cloudflare_get_zone_settings","name":"Cloudflare Get Zone Settings","description":"Reads zone settings such as SSL mode, minimum TLS version, security level, and caching level. Cloudflare retired the endpoint that read every setting in one request, so each setting is read individually — name the ones you need to keep the read small. Defaults to ssl, always_use_https, min_tls_version, tls_1_3, security_level, cache_level, browser_cache_ttl, development_mode, rocket_loader, email_obfuscation, hotlink_protection, ip_geolocation, http2, http3, websockets.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to get settings for"},"settingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated setting IDs to read, e.g. \\"ssl,min_tls_version,security_level\\". Leave blank to read the default set (ssl, always_use_https, min_tls_version, tls_1_3, security_level, cache_level, browser_cache_ttl, development_mode, rocket_loader, email_obfuscation, hotlink_protection, ip_geolocation, http2, http3, websockets). At most 40 settings per call."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_applications":{"id":"cloudflare_list_access_applications","name":"Cloudflare List Access Applications","description":"Lists the Cloudflare Access (Zero Trust) applications protecting an account. Requires an API token with Account Access: Apps and Policies Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by application name"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by the primary hostname the application secures"},"aud":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by application audience (AUD) tag"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across applications"},"exact":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the name and domain filters must match exactly"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of applications per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_groups":{"id":"cloudflare_list_access_groups","name":"Cloudflare List Access Groups","description":"Lists the reusable Cloudflare Access (Zero Trust) groups in an account. Groups bundle identity rules that policies can reference by ID. Requires an API token with Account Access: Organizations, Identity Providers, and Groups Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access groups are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by group name"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across groups"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of groups per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_identity_providers":{"id":"cloudflare_list_access_identity_providers","name":"Cloudflare List Access Identity Providers","description":"Lists the identity providers configured for Cloudflare Access (Zero Trust) in an account, such as Okta, Entra ID, Google Workspace, or a one-time PIN. Use the returned IDs to restrict an application with allowed_idps. Requires an API token with Account Access: Organizations, Identity Providers, and Groups Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Identity providers are account-scoped"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_policies":{"id":"cloudflare_list_access_policies","name":"Cloudflare List Access Policies","description":"Lists the Cloudflare Access (Zero Trust) policies attached to an application, in precedence order. Requires an API token with Account Access: Apps and Policies Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID whose policies should be listed"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of policies per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_service_tokens":{"id":"cloudflare_list_access_service_tokens","name":"Cloudflare List Access Service Tokens","description":"Lists the Cloudflare Access (Zero Trust) service tokens in an account, which let machines authenticate to Access-protected applications. Client secrets are never returned by this endpoint — only on creation. Requires an API token with Account Access: Service Tokens Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Service tokens are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by service token name"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across service tokens"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of service tokens per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_certificates":{"id":"cloudflare_list_certificates","name":"Cloudflare List Certificates","description":"Lists SSL/TLS certificate packs for a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list certificates for"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"all\\" to include every certificate pack regardless of status. Cloudflare documents no other value for this filter; omitting it returns only active packs"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number of paginated results (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of certificate packs per page (default: 20, min: 5, max: 50)"},"deploy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by deployment environment: \\"staging\\" or \\"production\\""},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_dns_records":{"id":"cloudflare_list_dns_records","name":"Cloudflare List DNS Records","description":"Lists DNS records for a specific zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list DNS records for"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record name (exact match)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record content (exact match)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page (default: 100, max: 5000000)"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc or desc)"},"match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Match logic for filters: any or all (default: all)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (type, name, content, ttl, proxied)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter by proxy status"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across record name, content, and value"},"tag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by an exact tag name"},"tag_match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag filter match logic: any or all. Only affects results when combined with multiple tag filter conditions; has no effect with the single exact-match Tag Filter above."},"commentFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter records by comment content (substring match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_managed_ruleset_overrides":{"id":"cloudflare_list_managed_ruleset_overrides","name":"Cloudflare List Managed Ruleset Overrides","description":"Lists the WAF managed rulesets deployed on a zone together with the overrides applied to each one. Cloudflare has no dedicated overrides endpoint — overrides live on the \\"execute\\" rules of the http_request_firewall_managed phase entry point ruleset, which this reads. Requires an API token with Zone WAF Read.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to read managed ruleset deployments and overrides for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_r2_buckets":{"id":"cloudflare_list_r2_buckets","name":"Cloudflare List R2 Buckets","description":"Lists the R2 object storage buckets in an account. Requires an API token with Account Workers R2 Storage Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"name_contains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return buckets whose name contains this substring"},"start_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bucket name to start listing after"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor returned by a previous call"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction by bucket name: asc or desc"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of buckets per page"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction to list within: default, eu, or fedramp"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_rate_limit_rules":{"id":"cloudflare_list_rate_limit_rules","name":"Cloudflare List Rate Limiting Rules","description":"Lists the rate limiting rules on a zone by reading the http_ratelimit phase entry point ruleset. This uses the current Rulesets-based rate limiting API; the legacy rate_limits endpoint is no longer available. The returned ruleset ID is what \\"Create Rate Limiting Rule\\", \\"Update Rate Limiting Rule\\", and \\"Delete Ruleset Rule\\" need. Requires an API token with Zone WAF Read.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list rate limiting rules for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_rulesets":{"id":"cloudflare_list_rulesets","name":"Cloudflare List Rulesets","description":"Lists every ruleset defined on a zone across all phases (WAF custom rules, managed rules, rate limiting, transform rules, and more). The list response deliberately omits the rules inside each ruleset — use \\"Get Ruleset\\" to read them. Requires an API token with Zone WAF Read (or another matching ruleset Read permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list rulesets for"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of rulesets to return per page"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page, taken from the cursor output of a previous call. This endpoint paginates by cursor, not by page number"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_tunnels":{"id":"cloudflare_list_tunnels","name":"Cloudflare List Tunnels","description":"Lists the Cloudflare Tunnels (cloudflared) in an account, with their health status and active connections. Requires an API token with Account Cloudflare Tunnel Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Tunnels are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by exact tunnel name"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by tunnel health: inactive, degraded, healthy, or down"},"uuid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by tunnel UUID"},"is_deleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to return deleted tunnels instead of active ones"},"include_prefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include tunnels whose name starts with this prefix"},"exclude_prefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exclude tunnels whose name starts with this prefix"},"existed_at":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return tunnels that existed at this RFC 3339 timestamp"},"was_active_at":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return tunnels that were active at this RFC 3339 timestamp"},"was_inactive_at":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return tunnels that were inactive at this RFC 3339 timestamp"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tunnels per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_worker_routes":{"id":"cloudflare_list_worker_routes","name":"Cloudflare List Worker Routes","description":"Lists the Workers routes on a zone, showing which URL patterns are handled by which Worker script. Unlike the Workers script endpoints, routes are zone-scoped. Requires an API token with Zone Workers Routes Read.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list Workers routes for. Routes are zone-scoped, not account-scoped"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_worker_scripts":{"id":"cloudflare_list_worker_scripts","name":"Cloudflare List Worker Scripts","description":"Lists the Workers scripts deployed in an account. Requires an API token with Account Workers Scripts Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Workers scripts are account-scoped"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter scripts by tag. Cloudflare expects a comma-separated list of tag:allowed pairs where allowed is yes or no, e.g. team:core:yes,deprecated:no"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_zones":{"id":"cloudflare_list_zones","name":"Cloudflare List Zones","description":"Lists all zones (domains) in the Cloudflare account.","version":"1.0.0","params":{"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter zones by domain name (e.g., \\"example.com\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by zone status: \\"initializing\\", \\"pending\\", \\"active\\", or \\"moved\\""},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of zones per page (default: 20, max: 50)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter zones by account ID"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (name, status, account.id, account.name, plan.id)"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Match logic for filters (any, all). Default: all"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_purge_cache":{"id":"cloudflare_purge_cache","name":"Cloudflare Purge Cache","description":"Purges cached content for a zone. Can purge everything or specific files/tags/hosts/prefixes.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to purge cache for"},"purge_everything":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to purge all cached content. Mutually exclusive with files, tags, hosts, and prefixes"},"files":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of URLs to purge from cache"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of cache tags to purge (Enterprise only)"},"hosts":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of hostnames to purge (Enterprise only)"},"prefixes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of URL prefixes to purge (Enterprise only)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_revoke_access_service_token":{"id":"cloudflare_revoke_access_service_token","name":"Cloudflare Revoke Access Service Token","description":"Permanently deletes a Cloudflare Access (Zero Trust) service token, revoking it. Every machine or integration still presenting that client ID and secret is locked out of the Access-protected applications immediately, and the secret cannot be recovered. This cannot be undone. Requires an API token with Account Access: Service Tokens Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Service tokens are account-scoped"},"serviceTokenId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The service token ID to revoke permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_access_application":{"id":"cloudflare_update_access_application","name":"Cloudflare Update Access Application","description":"Updates a Cloudflare Access (Zero Trust) application. Cloudflare does not document merge behavior for this PUT, so treat it as a replace: send every field the application should keep, because an omitted field may revert to its default and widen or break access. Read the current configuration with \\"Get Access Application\\" first. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID to update"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Application type: self_hosted, saas, ssh, vnc, app_launcher, warp, biso, bookmark, infrastructure, rdp, mcp, mcp_portal, or proxy_endpoint. dash_sso has no request variant and cannot be written through the API"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"The primary hostname and path secured by Access. Required for the self_hosted, ssh, vnc, and rdp types; optional for bookmark and mcp_portal; read-only for app_launcher, warp, biso, and proxy_endpoint; and absent from the saas, infrastructure, and mcp variants"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Friendly name shown in the dashboard and App Launcher"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long an Access session stays valid, e.g. 24h or 30m"},"allowedIdps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated identity provider IDs users may authenticate with"},"appLauncherVisible":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the application is shown in the App Launcher"},"autoRedirectToIdentity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users skip the identity provider picker"},"customDenyMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message shown to users who are denied access"},"customDenyUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL denied users are redirected to"},"logoUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Logo image URL shown in the dashboard and App Launcher"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag names categorizing the application"},"saasApp":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON SaaS configuration, required for the saas type and rejected on every other type. SAML, e.g. {\\"auth_type\\":\\"saml\\",\\"consumer_service_url\\":\\"https://example.com/acs\\",\\"sp_entity_id\\":\\"https://example.com\\"}; OIDC, e.g. {\\"auth_type\\":\\"oidc\\",\\"client_id\\":\\"...\\",\\"redirect_uris\\":[\\"https://example.com/callback\\"]}"},"targetCriteria":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of infrastructure target criteria, required for the infrastructure and rdp types and rejected on every other type, e.g. [{\\"port\\":22,\\"protocol\\":\\"SSH\\",\\"target_attributes\\":{\\"hostname\\":[\\"production\\"]}}]"},"policies":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of policies to attach. Entries may be reusable policy IDs or inline policy objects"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_access_policy":{"id":"cloudflare_update_access_policy","name":"Cloudflare Update Access Policy","description":"Updates a Cloudflare Access (Zero Trust) policy on an application. Cloudflare does not document merge behavior for this PUT, so treat it as a replace: send every rule the policy should keep, because an omitted exclude or require rule may be dropped and widen who gets in. The change applies to live traffic immediately. Read the current policy with \\"List Access Policies\\" first. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID that owns the policy"},"policyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access policy ID to update"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the policy"},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"What the policy does when it matches: allow, deny, non_identity, or bypass (skip Access entirely)"},"include":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with OR logic. Example: [{\\"email_domain\\":{\\"domain\\":\\"example.com\\"}}]"},"exclude":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with NOT logic"},"require":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with AND logic"},"precedence":{"type":"number","required":false,"visibility":"user-or-llm","description":"Evaluation order of the policy within the application"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long a session granted by this policy stays valid, e.g. 24h. Leave it unset on a policy attached to an infrastructure-typed application — Cloudflare rejects those with error 12130"},"approvalRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether an approver must grant each access request"},"isolationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the session must run in a remote isolated browser"},"purposeJustificationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users must state a reason for access"},"purposeJustificationPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Prompt shown when a justification is required"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_dns_record":{"id":"cloudflare_update_dns_record","name":"Cloudflare Update DNS Record","description":"Updates an existing DNS record for a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID containing the DNS record"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The DNS record ID to update"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"DNS record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"DNS record name"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"DNS record content (e.g., IP address)"},"ttl":{"type":"number","required":false,"visibility":"user-or-llm","description":"Time to live in seconds (1 = automatic)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable Cloudflare proxy"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Record priority. Cloudflare accepts this top-level field for MX and URI records only; an SRV record carries its priority, weight, port, and target inside the record content instead"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment for the DNS record"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags for the DNS record"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_rate_limit_rule":{"id":"cloudflare_update_rate_limit_rule","name":"Cloudflare Update Rate Limiting Rule","description":"Updates a rate limiting rule in the http_ratelimit phase entry point ruleset of a zone, using the current Rulesets-based rate limiting API. Cloudflare replaces the rule definition rather than merging it, so send the complete rule — every field you omit is reset. Run \\"List Rate Limiting Rules\\" first to read the current definition and get the ruleset ID. Requires an API token with Zone WAF Edit.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the rule"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The http_ratelimit entry point ruleset ID, as returned by \\"List Rate Limiting Rules\\""},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The rate limiting rule ID to update"},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting the requests the rule applies to"},"characteristics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated counting characteristics. cf.colo.id is mandatory. ip.src and cf.unique_visitor_id are mutually exclusive — include at most one."},"period":{"type":"number","required":true,"visibility":"user-or-llm","description":"Counting window in seconds. Cloudflare accepts only 10, 60, 120, 300, 600, or 3600"},"requestsPerPeriod":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of requests allowed within the counting period before the action fires"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action applied once the limit is exceeded: block, managed_challenge, js_challenge, challenge, or log. Required because this endpoint replaces the rule rather than merging into it — a defaulted action would silently convert an existing log or challenge rule into a hard block"},"mitigationTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds the action stays applied. Cloudflare accepts only 0, 10, 60, 120, 300, 600, 3600, or 86400"},"counting_expression":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional expression defining which requests are counted"},"requestsToOrigin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only requests that reach the origin are counted"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference tag that stays stable across rule updates. Because the update replaces the rule, omitting it resets the tag to the rule ID and breaks anything matching on the old value"},"actionParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of action-specific parameters for the mitigation action, e.g. {\\"response\\":{\\"status_code\\":429,\\"content\\":\\"{\\\\\\"error\\\\\\":\\\\\\"rate limited\\\\\\"}\\",\\"content_type\\":\\"application/json\\"}} for a custom block response. Because the update replaces the rule, omitting it resets action_parameters to {} and the rule falls back to Cloudflare\'s default block page"},"logging":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON logging configuration to preserve, e.g. {\\"enabled\\":true}. Omitting it on a rule that had logging configured resets it to the default"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_ruleset_rule":{"id":"cloudflare_update_ruleset_rule","name":"Cloudflare Update Ruleset Rule","description":"Updates a rule in a zone ruleset. Cloudflare replaces the rule definition rather than merging it, so you must send every field you want the rule to keep — any field you omit is reset to its default. Read the current rule with \\"Get Ruleset\\" first. Requires an API token with Zone WAF Edit (or another matching ruleset Write permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID containing the rule"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The rule ID to update"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"The action the rule performs, e.g. block, challenge, js_challenge, managed_challenge, log, skip, or execute. Required because this endpoint replaces the rule definition — omitting it resets the stored action"},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting matching requests. Required because this endpoint replaces the rule definition — omitting it resets the stored expression"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference tag that stays stable across rule updates. Because the update replaces the rule, omitting it resets the tag to the rule ID and breaks anything matching on the old value"},"actionParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of action-specific parameters, e.g. {\\"id\\":\\"<MANAGED_RULESET_ID>\\",\\"overrides\\":{\\"rules\\":[{\\"id\\":\\"<RULE_ID>\\",\\"action\\":\\"log\\",\\"enabled\\":true,\\"score_threshold\\":40}]}}. Required on an execute rule and must be sent on every update: the endpoint replaces the rule, so omitting it resets action_parameters to {} — which unbinds the managed ruleset the rule deploys and every override under it"},"ratelimit":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON rate limiting configuration to preserve on a rule in the http_ratelimit phase, e.g. {\\"characteristics\\":[\\"cf.colo.id\\",\\"ip.src\\"],\\"period\\":60,\\"requests_per_period\\":100}. Because the update replaces the rule, omitting this on a rate limiting rule stops it rate limiting"},"logging":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON logging configuration to preserve, e.g. {\\"enabled\\":true}. Omitting it on a rule that had logging configured resets it to the default"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_zone_setting":{"id":"cloudflare_update_zone_setting","name":"Cloudflare Update Zone Setting","description":"Updates a specific zone setting such as SSL mode, security level, cache level, or other configuration.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to update settings for"},"settingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Setting to update (e.g., \\"ssl\\", \\"security_level\\", \\"cache_level\\", \\"always_use_https\\", \\"browser_cache_ttl\\", \\"http3\\", \\"min_tls_version\\", \\"ciphers\\")"},"value":{"type":"string","required":true,"visibility":"user-or-llm","description":"New value for the setting as a string, or a JSON string for complex values (e.g., \\"full\\" for SSL, \\"medium\\" for security_level, \\"aggressive\\" for cache_level, [\\"ECDHE-RSA-AES128-GCM-SHA256\\"] for ciphers)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudformation_cancel_update_stack":{"id":"cloudformation_cancel_update_stack","name":"CloudFormation Cancel Update Stack","description":"Cancel an in-progress stack update and roll back to the last known stable state","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ID of the stack whose update should be cancelled"}},"hostedApiKey":"none"},"cloudformation_create_change_set":{"id":"cloudformation_create_change_set","name":"CloudFormation Create Change Set","description":"Preview the changes a stack create or update would make before applying them","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the stack to create or update (new name for CREATE type, existing name for UPDATE)"},"changeSetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new change set"},"templateBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML). Required unless usePreviousTemplate is true"},"usePreviousTemplate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Reuse the template currently associated with the stack (UPDATE change sets only)"},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template input parameters (e.g., [{\\"parameterKey\\": \\"InstanceType\\", \\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND)"},"changeSetType":{"type":"string","required":false,"visibility":"user-or-llm","description":"CREATE (default, new stack), UPDATE (existing stack), or IMPORT (import existing resources)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the change set for reference"}},"hostedApiKey":"none"},"cloudformation_create_stack":{"id":"cloudformation_create_stack","name":"CloudFormation Create Stack","description":"Create a new CloudFormation stack from a template","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new stack (must be unique in the Region)"},"templateBody":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML)"},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template input parameters (e.g., [{\\"parameterKey\\": \\"InstanceType\\", \\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND) required when the template creates IAM resources or uses macros"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the stack and its resources (e.g., [{\\"key\\": \\"env\\", \\"value\\": \\"prod\\"}])"},"onFailure":{"type":"string","required":false,"visibility":"user-or-llm","description":"Action to take on creation failure: ROLLBACK (default), DELETE, or DO_NOTHING"},"timeoutInMinutes":{"type":"number","required":false,"visibility":"user-or-llm","description":"Amount of time before the stack creation times out and rolls back"}},"hostedApiKey":"none"},"cloudformation_delete_stack":{"id":"cloudformation_delete_stack","name":"CloudFormation Delete Stack","description":"Delete a CloudFormation stack and its resources","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ID of the stack to delete"},"retainResources":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated logical resource IDs to retain instead of deleting (only applies to stacks in DELETE_FAILED state)"}},"hostedApiKey":"none"},"cloudformation_describe_change_set":{"id":"cloudformation_describe_change_set","name":"CloudFormation Describe Change Set","description":"View the resource changes a change set would make and its execution status","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"changeSetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ARN of the change set to describe"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name or ID of the stack the change set belongs to (required if changeSetName is not an ARN)"}},"hostedApiKey":"none"},"cloudformation_describe_stack_drift_detection_status":{"id":"cloudformation_describe_stack_drift_detection_status","name":"CloudFormation Describe Stack Drift Detection Status","description":"Check the status of a stack drift detection operation","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackDriftDetectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The drift detection ID returned by Detect Stack Drift"}},"hostedApiKey":"none"},"cloudformation_describe_stack_events":{"id":"cloudformation_describe_stack_events","name":"CloudFormation Describe Stack Events","description":"Get the event history for a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (default: 50)"}},"hostedApiKey":"none"},"cloudformation_describe_stacks":{"id":"cloudformation_describe_stacks","name":"CloudFormation Describe Stacks","description":"List and describe CloudFormation stacks","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Stack name or ID to describe (omit to list all stacks)"}},"hostedApiKey":"none"},"cloudformation_detect_stack_drift":{"id":"cloudformation_detect_stack_drift","name":"CloudFormation Detect Stack Drift","description":"Initiate drift detection on a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID to detect drift on"}},"hostedApiKey":"none"},"cloudformation_execute_change_set":{"id":"cloudformation_execute_change_set","name":"CloudFormation Execute Change Set","description":"Apply a previously created and reviewed change set to its stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"changeSetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ARN of the change set to execute"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name or ID of the stack the change set belongs to (required if changeSetName is not an ARN)"}},"hostedApiKey":"none"},"cloudformation_get_template":{"id":"cloudformation_get_template","name":"CloudFormation Get Template","description":"Retrieve the template body for a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID"},"templateStage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which template version to retrieve: Processed (default, with transforms applied) or Original (as submitted)"}},"hostedApiKey":"none"},"cloudformation_get_template_summary":{"id":"cloudformation_get_template_summary","name":"CloudFormation Get Template Summary","description":"Get a summary of a template or deployed stack: resource types, required capabilities, and parameters, without full validation","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"templateBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML). Required if stackName is not provided"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name or ID of a deployed stack to summarize instead of a template body"}},"hostedApiKey":"none"},"cloudformation_list_stack_resources":{"id":"cloudformation_list_stack_resources","name":"CloudFormation List Stack Resources","description":"List all resources in a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID"}},"hostedApiKey":"none"},"cloudformation_update_stack":{"id":"cloudformation_update_stack","name":"CloudFormation Update Stack","description":"Update an existing CloudFormation stack with a new or previous template","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ID of the stack to update"},"templateBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new CloudFormation template body (JSON or YAML). 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Requires the \\"Cases: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"caseIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike case IDs"}},"hostedApiKey":"none"},"crowdstrike_get_host_group_details":{"id":"crowdstrike_get_host_group_details","name":"CrowdStrike Get Host Group Details","description":"Get CrowdStrike Falcon host group records for one or more group IDs (GET /devices/entities/host-groups/v1). Requires the \\"Host groups: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"hostGroupIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike host group IDs"}},"hostedApiKey":"none"},"crowdstrike_get_indicator_details":{"id":"crowdstrike_get_indicator_details","name":"CrowdStrike Get Indicator Details","description":"Get custom CrowdStrike Falcon indicator of compromise (IOC) records for one or more IOC IDs (GET /iocs/entities/indicators/v1). Requires the \\"IOC Management: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"indicatorIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike IOC IDs"}},"hostedApiKey":"none"},"crowdstrike_get_rtr_command_status":{"id":"crowdstrike_get_rtr_command_status","name":"CrowdStrike Get RTR Command Status","description":"Get the status and output of a Real Time Response command by cloud request ID (GET /real-time-response/entities/command/v1). Long output is chunked across sequences, so increment the sequence ID to read the next chunk. Requires the \\"Real time response: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"cloudRequestId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloud request ID returned by Execute RTR Command"},"sequenceId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Output chunk to retrieve, starting at 0"}},"hostedApiKey":"none"},"crowdstrike_get_sensor_aggregates":{"id":"crowdstrike_get_sensor_aggregates","name":"CrowdStrike Get Sensor Aggregates","description":"Aggregate CrowdStrike Identity Protection sensors from a JSON aggregate query body (POST /identity-protection/aggregates/devices/GET/v1). These are the domain controllers Falcon Identity Protection monitors, not Falcon endpoint sensors. Requires the \\"Identity Protection Entities: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"aggregateQuery":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON aggregate query body documented by CrowdStrike for sensor aggregates"}},"hostedApiKey":"none"},"crowdstrike_get_sensor_details":{"id":"crowdstrike_get_sensor_details","name":"CrowdStrike Get Sensor Details","description":"Get CrowdStrike Identity Protection sensor details for one or more device IDs (POST /identity-protection/entities/devices/GET/v1). These are the domain controllers Falcon Identity Protection monitors, not Falcon endpoint sensors. Requires the \\"Identity Protection Entities: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"ids":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike sensor device IDs"}},"hostedApiKey":"none"},"crowdstrike_get_vulnerability_details":{"id":"crowdstrike_get_vulnerability_details","name":"CrowdStrike Get Vulnerability Details","description":"Get CrowdStrike Falcon Spotlight vulnerability records for one or more vulnerability IDs, including CVE, affected host, application, and remediation details (GET /spotlight/entities/vulnerabilities/v2). Requires the spotlight-vulnerabilities:read API scope, shown as \\"Vulnerabilities: Read\\" in the Falcon API client UI.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"vulnerabilityIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of Spotlight vulnerability IDs (maximum 400 per request)"}},"hostedApiKey":"none"},"crowdstrike_init_rtr_session":{"id":"crowdstrike_init_rtr_session","name":"CrowdStrike Init RTR Session","description":"Open a CrowdStrike Falcon Real Time Response session against a host so read-only commands can be run on it (POST /real-time-response/entities/sessions/v1). This connects a live remote shell to the endpoint. Requires the \\"Real time response: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"CrowdStrike host agent ID (AID) to open the session against"},"queueOffline":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Queue the session so it runs when an offline host comes back online"},"origin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional session origin string recorded by CrowdStrike"}},"hostedApiKey":"none"},"crowdstrike_perform_host_action":{"id":"crowdstrike_perform_host_action","name":"CrowdStrike Perform Host Action","description":"Act on CrowdStrike Falcon hosts (POST /devices/entities/devices-actions/v2). Actions: contain, lift_containment, hide_host, unhide_host, detection_suppress, detection_unsuppress. contain network-isolates the host so it can only reach the Falcon cloud; hide_host removes the host record from the console. Both are immediately disruptive. Up to 100 host IDs per call. Requires the \\"Hosts: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action to take: contain, lift_containment, hide_host, unhide_host, detection_suppress, or detection_unsuppress. \\"contain\\" network-isolates the host; \\"hide_host\\" removes it from the Falcon console."},"deviceIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of up to 100 CrowdStrike host agent IDs (AIDs) to act on"}},"hostedApiKey":"none"},"crowdstrike_perform_host_group_action":{"id":"crowdstrike_perform_host_group_action","name":"CrowdStrike Perform Host Group Action","description":"Add hosts to or remove hosts from a CrowdStrike Falcon static host group (POST /devices/entities/host-group-actions/v1). Group membership drives policy assignment, so changing it changes which policies apply to those hosts. Requires the \\"Host groups: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action to take: add-hosts or remove-hosts"},"hostGroupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"CrowdStrike host group ID to modify (static groups only)"},"deviceIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike host agent IDs (AIDs) to add to or remove from the group"}},"hostedApiKey":"none"},"crowdstrike_query_alerts":{"id":"crowdstrike_query_alerts","name":"CrowdStrike Query Alerts","description":"Search CrowdStrike Falcon alerts with a Falcon Query Language filter and return their composite IDs. Uses the current Alerts API (GET /alerts/queries/alerts/v2), which replaced the Detects API decommissioned on September 30, 2025. Requires the \\"Alerts: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter over alert fields"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across all alert metadata"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of alert IDs to return (max 10000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the alert query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"created_timestamp|desc\\""},"includeHidden":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include previously hidden alerts (CrowdStrike defaults this to true)"}},"hostedApiKey":"none"},"crowdstrike_query_cases":{"id":"crowdstrike_query_cases","name":"CrowdStrike Query Cases","description":"Search CrowdStrike Falcon Case Management cases with a Falcon Query Language filter and return their IDs (GET /cases/queries/cases/v1). Case Management supersedes the CrowdScore Incidents API, which CrowdStrike has removed from its published API spec. Requires the \\"Cases: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter. Exact-match fields include cid and id; wildcard fields include assigned_to_name and assigned_to_uuid; range fields include created_timestamp and updated_timestamp."},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across all case metadata"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of case IDs to return (max 10000, default 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the case query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"created_timestamp|desc\\" or \\"status|asc\\""}},"hostedApiKey":"none"},"crowdstrike_query_host_groups":{"id":"crowdstrike_query_host_groups","name":"CrowdStrike Query Host Groups","description":"Search CrowdStrike Falcon host groups with a Falcon Query Language filter and return their IDs (GET /devices/queries/host-groups/v1). Requires the \\"Host groups: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter over host group fields"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of host group IDs to return (1-5000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the host group query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"name.asc\\" or \\"modified_timestamp.desc\\""}},"hostedApiKey":"none"},"crowdstrike_query_indicators":{"id":"crowdstrike_query_indicators","name":"CrowdStrike Query Indicators","description":"Search custom CrowdStrike Falcon indicators of compromise (IOCs) with a Falcon Query Language filter and return their IDs (GET /iocs/queries/indicators/v1). Requires the \\"IOC Management: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter over IOC fields"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of IOC IDs to return (default 100). CrowdStrike publishes no maximum for this endpoint; Sim caps it at 500 to keep a single request bounded"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset. Mutually exclusive with the after cursor; use after beyond 10,000 IOCs."},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response. Mutually exclusive with offset."},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression. Supported fields include action, applied_globally, created_by, created_on, expiration, expired, modified_by, modified_on, severity_number, source, type, and value."}},"hostedApiKey":"none"},"crowdstrike_query_sensors":{"id":"crowdstrike_query_sensors","name":"CrowdStrike Query Sensors","description":"Search CrowdStrike Identity Protection sensors -- the domain controllers Falcon Identity Protection monitors, not Falcon endpoint sensors -- and return their device IDs (GET /identity-protection/queries/devices/v1). Sort uses the dot form, for example status.desc. Requires the \\"Identity Protection Entities: Read\\" API scope, a separate entitlement from Hosts and Alerts.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter for identity sensor search"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of sensor records to return"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the identity sensor query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression for identity sensor results"}},"hostedApiKey":"none"},"crowdstrike_query_vulnerabilities":{"id":"crowdstrike_query_vulnerabilities","name":"CrowdStrike Query Vulnerabilities","description":"Search CrowdStrike Falcon Spotlight vulnerabilities with a required Falcon Query Language filter and return their IDs (GET /spotlight/queries/vulnerabilities/v1). Requires the spotlight-vulnerabilities:read API scope, shown as \\"Vulnerabilities: Read\\" in the Falcon API client UI.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"Falcon Query Language filter (required by Spotlight). Filterable fields include status, aid, cid, last_seen_within, cve.id, cve.severity, cve.exprt_rating, cve.is_cisa_kev, cve.base_score, host_info.platform_name, host_info.groups, host_info.tags, host_info.internet_exposure, and suppression_info.is_suppressed."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of vulnerability IDs to return (1-400, default 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response. Spotlight does not support offset."},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"updated_timestamp|desc\\" or \\"closed_timestamp|asc\\""}},"hostedApiKey":"none"},"crowdstrike_update_alerts":{"id":"crowdstrike_update_alerts","name":"CrowdStrike Update Alerts","description":"Update CrowdStrike Falcon alerts by composite ID: change status, assign or unassign an analyst, add or remove tags, append a comment, or toggle visibility (PATCH /alerts/entities/alerts/v3). This modifies live alerts in the Falcon console. Requires the \\"Alerts: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"compositeIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike composite alert IDs to update"},"updateStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"New alert status: new, in_progress, reopened, or closed"},"assignToUuid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assign the alert to this Falcon user UUID"},"assignToUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assign the alert to this Falcon user ID, such as user@example.com"},"assignToName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assign the alert to this Falcon username, such as John Doe"},"unassign":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Clear the assigned user UUID, user ID, and username from the alert"},"appendComment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment to append to the alert in the Falcon console"},"addTag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag to add to the alert"},"removeTag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag to remove from the alert"},"removeTagsByPrefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Remove every tag on the alert that starts with this prefix"},"showInUi":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the alert is displayed in the Falcon console"},"actionParameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Raw JSON array of additional CrowdStrike action parameters, each shaped { \\"name\\": string, \\"value\\": string }"},"includeHidden":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include previously hidden alerts (CrowdStrike defaults this to true)"}},"hostedApiKey":"none"},"crowdstrike_update_indicators":{"id":"crowdstrike_update_indicators","name":"CrowdStrike Update Indicators","description":"Update custom CrowdStrike Falcon indicators of compromise by ID (PATCH /iocs/entities/indicators/v1). DESTRUCTIVE: omitted fields may be cleared, so read each indicator with crowdstrike_get_indicator_details first and resend its full field set with your edits applied. Changing action or scope changes prevention behavior fleet-wide. type and value are immutable. Requires the \\"IOC Management: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"indicators":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of indicators to update. Each entry requires id, and should also repeat every field it wants to keep: an updatable field the entry omits may be cleared. Updatable fields: action, severity, description, source, tags (array), platforms (array), applied_globally (boolean), host_groups (array), expiration (ISO 8601), mobile_action, metadata ({ filename }). type and value cannot be changed."},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Audit comment explaining why these indicators were updated"},"retrodetects":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to generate retroactive detections for the updated indicators"},"ignoreWarnings":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to apply the updates even when CrowdStrike returns warnings"}},"hostedApiKey":"none"},"crunchbase_autocomplete":{"id":"crunchbase_autocomplete","name":"Crunchbase Autocomplete","description":"Suggest Crunchbase entities matching a typed query, returning the permalinks and UUIDs the lookup and search operations take.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text to autocomplete against, e.g. \\"airbnb\\""},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Collections to search, e.g. [\\"organizations\\",\\"people\\"]. One or more of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights. Which of them your key can read depends on your Crunchbase package. Defaults to every collection."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Suggestions to return, max 25 (default 10)"}},"hostedApiKey":"none"},"crunchbase_get_acquisition":{"id":"crunchbase_get_acquisition","name":"Crunchbase Get Acquisition","description":"Look up a single Crunchbase acquisition by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Acquisition permalink or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Acquisition fields to return, e.g. [\\"identifier\\",\\"acquiree_identifier\\",\\"acquirer_identifier\\",\\"price\\"]. Defaults to identifier, acquiree_identifier, acquirer_identifier, announced_on, completed_on, price, acquisition_type, status, terms, short_description, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"acquiree_organization\\",\\"acquirer_organization\\"]. Available: acquiree_organization, acquirer_organization, fields, press_references. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_get_entity":{"id":"crunchbase_get_entity","name":"Crunchbase Get Entity","description":"Look up a single entity in any Crunchbase collection — events, jobs, ipos, funds, investments, press references, insights, predictions, and more — by permalink or UUID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":true,"visibility":"user-or-llm","description":"Collection the entity belongs to. One of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights."},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity permalink or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Fields to return for the chosen collection, e.g. [\\"identifier\\",\\"short_description\\"]. Leave empty to accept the default projection the API returns; list the valid ids with the Get Fields Metadata operation."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include. The valid ids differ per collection, and a card returns at most 100 items — use the Get Entity Card operation to page past that."}},"hostedApiKey":"none"},"crunchbase_get_entity_card":{"id":"crunchbase_get_entity_card","name":"Crunchbase Get Entity Card","description":"Page through one related-entity card of a Crunchbase entity — an investor\'s investments, a company\'s founders, a round\'s investors — past the 100-item cap an inline card request returns.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":true,"visibility":"user-or-llm","description":"Collection the entity belongs to. One of: acquisitions, addresses, categories, category_groups, degrees, event_appearances, events, funding_rounds, funds, investments, ipos, jobs, market_insights, micro_categories, organizations, ownerships, people."},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity permalink or UUID"},"cardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Card to page through, e.g. \\"participated_investments\\" on a person, \\"founders\\" on an organization, or \\"investors\\" on a funding round. Valid ids differ per collection."},"cardFieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Fields to return on each card item, e.g. [\\"identifier\\",\\"announced_on\\",\\"money_raised\\"]. The identifier is always requested alongside these, because the next-page cursor is read from it."},"cardOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression for the card, e.g. \\"funding_round_money_raised desc\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Card items to return per page, 1-100"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last card item on the current page, to fetch the next page"},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first card item on the current page, to fetch the previous page"}},"hostedApiKey":"none"},"crunchbase_get_fields_metadata":{"id":"crunchbase_get_fields_metadata","name":"Crunchbase Get Fields Metadata","description":"List the field ids, types, and descriptions each Crunchbase collection publishes, which is how the field_ids and query predicates of the other operations are discovered.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Collections to describe, e.g. [\\"organizations\\",\\"people\\"]. One or more of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights. Which of them your key can read depends on your Crunchbase package. Defaults to every collection."}},"hostedApiKey":"none"},"crunchbase_get_funding_round":{"id":"crunchbase_get_funding_round","name":"Crunchbase Get Funding Round","description":"Look up a single Crunchbase funding round by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Funding round permalink (e.g. \\"tesla-motors-series-c--12345678\\") or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Funding round fields to return, e.g. [\\"identifier\\",\\"announced_on\\",\\"money_raised\\",\\"investor_identifiers\\"]. Defaults to identifier, announced_on, investment_type, investment_stage, money_raised, funded_organization_identifier, investor_identifiers, lead_investor_identifiers, num_investors, short_description, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"investors\\",\\"organization\\"]. Available: fields, investments, investors, lead_investors, organization, partners, press_references. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_get_organization":{"id":"crunchbase_get_organization","name":"Crunchbase Get Organization","description":"Look up a single Crunchbase organization by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization permalink (e.g. \\"tesla-motors\\") or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization fields to return, e.g. [\\"identifier\\",\\"name\\",\\"founded_on\\",\\"categories\\"]. Defaults to identifier, name, short_description, website_url, linkedin, location_identifiers, categories, founded_on, num_employees_enum, operating_status, rank_org, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"founders\\",\\"headquarters_address\\"]. Available on every license tier: child_organizations, child_ownerships, event_appearances, fields, founders, headquarters_address, parent_organization, parent_ownership. Richer packages add acquiree_acquisitions, acquirer_acquisitions, investors, ipos, jobs, participated_funding_rounds, participated_funds, participated_investments, press_references, raised_funding_rounds, raised_funds, raised_investments. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_get_person":{"id":"crunchbase_get_person","name":"Crunchbase Get Person","description":"Look up a single Crunchbase person by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person permalink (e.g. \\"elon-musk\\") or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Person fields to return, e.g. [\\"identifier\\",\\"name\\",\\"primary_job_title\\",\\"primary_organization\\"]. Defaults to identifier, name, first_name, last_name, primary_job_title, primary_organization, short_description, location_identifiers, linkedin, rank_person, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"jobs\\",\\"primary_organization\\"]. Available on every license tier: degrees, event_appearances, fields, founded_organizations, jobs, primary_job, primary_organization. Advanced Financials adds participated_funding_rounds, participated_funds, participated_investments, partner_funding_rounds, partner_investments, press_references. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_list_deleted_entities":{"id":"crunchbase_list_deleted_entities","name":"Crunchbase List Deleted Entities","description":"List entities Crunchbase has deleted, so a mirrored copy can be pruned in step with the source.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict the feed to a single collection: acquisitions, categories, event_appearances, events, funding_rounds, funds, investments, ipos, jobs, locations, organizations, ownerships, people, or press_references. Which of them your key can read depends on your Crunchbase package. Leave empty to read the feed across collections."},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Collections to include when reading the cross-collection feed, e.g. [\\"organizations\\",\\"people\\"]. One or more of: acquisitions, categories, event_appearances, events, funding_rounds, funds, investments, ipos, jobs, locations, organizations, ownerships, people, press_references. Ignored when a single collection is set."},"deletedAtOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by deletion time: \\"asc\\" (default) or \\"desc\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return per page, 1-25 (default 10)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last row on the current page, to fetch the next page"},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first row on the current page, to fetch the previous page"}},"hostedApiKey":"none"},"crunchbase_search_acquisitions":{"id":"crunchbase_search_acquisitions","name":"Crunchbase Search Acquisitions","description":"Search Crunchbase acquisitions with filter predicates on announced date, price, acquisition type, and the companies involved.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"announced_on\\",\\"operator_id\\":\\"gte\\",\\"values\\":[\\"2026-01-01\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Acquisition fields to return as columns, e.g. [\\"identifier\\",\\"acquiree_identifier\\",\\"acquirer_identifier\\",\\"price\\"]. Defaults to identifier, acquiree_identifier, acquirer_identifier, announced_on, completed_on, price, acquisition_type, status, terms, short_description, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"announced_on\\",\\"sort\\":\\"desc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_entities":{"id":"crunchbase_search_entities","name":"Crunchbase Search Entities","description":"Search any Crunchbase collection — events, jobs, ipos, funds, investments, press references, layoffs, insights, predictions, and more — with filter predicates.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":true,"visibility":"user-or-llm","description":"Collection to search. One of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights."},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates."},"fieldIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to return as columns for the chosen collection, e.g. [\\"identifier\\",\\"short_description\\"]. Required — the valid ids differ per collection; list them with the Get Fields Metadata operation."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"updated_at\\",\\"sort\\":\\"desc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_funding_rounds":{"id":"crunchbase_search_funding_rounds","name":"Crunchbase Search Funding Rounds","description":"Search Crunchbase funding rounds with filter predicates on announced date, investment type, amount raised, and investors.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"announced_on\\",\\"operator_id\\":\\"gte\\",\\"values\\":[\\"2026-01-01\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Funding round fields to return as columns, e.g. [\\"identifier\\",\\"announced_on\\",\\"money_raised\\",\\"investor_identifiers\\"]. Defaults to identifier, announced_on, investment_type, investment_stage, money_raised, funded_organization_identifier, investor_identifiers, lead_investor_identifiers, num_investors, short_description, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"announced_on\\",\\"sort\\":\\"desc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_organizations":{"id":"crunchbase_search_organizations","name":"Crunchbase Search Organizations","description":"Search Crunchbase companies, investors, and schools with filter predicates on funding, headcount, location, category, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"categories\\",\\"operator_id\\":\\"includes\\",\\"values\\":[\\"biotechnology\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization fields to return as columns, e.g. [\\"identifier\\",\\"name\\",\\"founded_on\\",\\"categories\\"]. Defaults to identifier, name, short_description, website_url, linkedin, location_identifiers, categories, founded_on, num_employees_enum, operating_status, rank_org, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"rank_org\\",\\"sort\\":\\"asc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_people":{"id":"crunchbase_search_people","name":"Crunchbase Search People","description":"Search Crunchbase people — founders, executives, and investors — with filter predicates on job title, organization, location, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"primary_job_title\\",\\"operator_id\\":\\"contains\\",\\"values\\":[\\"Founder\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Person fields to return as columns, e.g. [\\"identifier\\",\\"name\\",\\"primary_job_title\\",\\"primary_organization\\"]. Defaults to identifier, name, first_name, last_name, primary_job_title, primary_organization, short_description, location_identifiers, linkedin, rank_person, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"rank_person\\",\\"sort\\":\\"asc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"cursor_add_followup":{"id":"cursor_add_followup","name":"Cursor Add Follow-up","description":"Add a follow-up instruction to an existing cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"followupPromptText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The follow-up instruction text for the agent"},"promptImages":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of image objects with base64 data and dimensions (max 5)"}},"hostedApiKey":"none"},"cursor_add_followup_v2":{"id":"cursor_add_followup_v2","name":"Cursor Add Follow-up","description":"Add a follow-up instruction to an existing cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"followupPromptText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The follow-up instruction text for the agent"},"promptImages":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of image objects with base64 data and dimensions (max 5)"}},"hostedApiKey":"none"},"cursor_delete_agent":{"id":"cursor_delete_agent","name":"Cursor Delete Agent","description":"Permanently delete a cloud agent. This action cannot be undone.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_delete_agent_v2":{"id":"cursor_delete_agent_v2","name":"Cursor Delete Agent","description":"Permanently delete a cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_download_artifact":{"id":"cursor_download_artifact","name":"Cursor Download Artifact","description":"Download a generated artifact file from a cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Absolute path of the artifact to download (e.g., /src/index.ts)"}},"hostedApiKey":"none"},"cursor_download_artifact_v2":{"id":"cursor_download_artifact_v2","name":"Cursor Download Artifact","description":"Download a generated artifact file from a cloud agent. Returns the file for execution storage.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Absolute path of the artifact to download (e.g., /src/index.ts)"}},"hostedApiKey":"none"},"cursor_get_agent":{"id":"cursor_get_agent","name":"Cursor Get Agent","description":"Retrieve the current status and results of a cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_get_agent_v2":{"id":"cursor_get_agent_v2","name":"Cursor Get Agent","description":"Retrieve the current status and results of a cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_get_api_key_info":{"id":"cursor_get_api_key_info","name":"Cursor Get API Key Info","description":"Retrieve details about the API key currently in use.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}},"hostedApiKey":"none"},"cursor_get_api_key_info_v2":{"id":"cursor_get_api_key_info_v2","name":"Cursor Get API Key Info","description":"Retrieve details about the API key currently in use. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}},"hostedApiKey":"none"},"cursor_get_conversation":{"id":"cursor_get_conversation","name":"Cursor Get Conversation","description":"Retrieve the conversation history of a cloud agent, including all user prompts and assistant responses.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_get_conversation_v2":{"id":"cursor_get_conversation_v2","name":"Cursor Get Conversation","description":"Retrieve the conversation history of a cloud agent, including all user prompts and assistant responses. 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Range: \\"0s\\" or \\"5s\\" to \\"50s\\". 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Use this after Execute SQL when a query runs longer than the wait timeout.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"statementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the statement to fetch (returned by Execute SQL)"}},"hostedApiKey":"none"},"databricks_list_clusters":{"id":"databricks_list_clusters","name":"Databricks List Clusters","description":"List all clusters in a Databricks workspace including their state, configuration, and resource details.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"}},"hostedApiKey":"none"},"databricks_list_jobs":{"id":"databricks_list_jobs","name":"Databricks List Jobs","description":"List all jobs in a Databricks workspace with optional filtering by name.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of jobs to return (range 1-100, default 20)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter jobs by exact name (case-insensitive)"},"expandTasks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include task and cluster details in the response (max 100 elements)"}},"hostedApiKey":"none"},"databricks_list_runs":{"id":"databricks_list_runs","name":"Databricks List Runs","description":"List job runs in a Databricks workspace with optional filtering by job, status, and time range.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter runs by job ID. 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Use for deployment notifications, alerts, or any significant occurrences.","version":"1.0.0","params":{"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event title"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event body/description. 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The default incident type is used when omitted"},"isTest":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether this is a test incident"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of user-defined incident fields, e.g. {\\"severity\\": {\\"type\\": \\"dropdown\\", \\"value\\": \\"SEV-2\\"}}"},"notificationHandles":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated handles to notify on creation (e.g., \\"@slack-incidents,@user@example.com\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_create_monitor":{"id":"datadog_create_monitor","name":"Datadog Create Monitor","description":"Create a new monitor/alert in Datadog. Monitors can track metrics, service checks, events, and more.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor name"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor type: metric alert, service check, event alert, process alert, log alert, query alert, composite, synthetics alert, slo alert"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor query (e.g., \\"avg(last_5m):avg:system.cpu.idle{*} < 20\\", \\"logs(\\"status:error\\").index(\\"main\\").rollup(\\"count\\").last(\\"5m\\") > 100\\")"},"message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message to include with notifications. Can include @-mentions and markdown."},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Monitor priority (1-5, where 1 is highest)"},"options":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of monitor options (thresholds, notify_no_data, renotify_interval, etc.)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_create_slo":{"id":"datadog_create_slo","name":"Datadog Create SLO","description":"Create a service level objective from a metric query, monitors, or a time-slice condition.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the SLO (e.g., \\"Checkout API availability\\")"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"SLO type: \\"metric\\" (supply query) or \\"monitor\\" (supply monitorIds). Time-slice SLOs are not supported here because they need an SLI specification this tool does not send."},"thresholds":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of thresholds, e.g. [{\\"timeframe\\": \\"30d\\", \\"target\\": 99.9, \\"warning\\": 99.95}]"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the SLO"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"env:prod,team:core\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"For metric SLOs, JSON with numerator and denominator, e.g. {\\"numerator\\": \\"sum:requests{status:ok}.as_count()\\", \\"denominator\\": \\"sum:requests{*}.as_count()\\"}"},"monitorIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"For monitor SLOs, comma-separated monitor IDs (e.g., \\"123,456\\")"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"For monitor SLOs with a single monitor, comma-separated monitor groups (e.g., \\"env:prod,role:mysql\\")"},"targetThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Primary target threshold (e.g., 99.9)"},"warningThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Primary warning threshold, must be greater than the target (e.g., 99.95)"},"timeframe":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary timeframe: \\"7d\\", \\"30d\\", or \\"90d\\""},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_delete_dashboard":{"id":"datadog_delete_dashboard","name":"Datadog Delete Dashboard","description":"Delete a dashboard by ID.","version":"1.0.0","params":{"dashboardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the dashboard to delete"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_delete_slo":{"id":"datadog_delete_slo","name":"Datadog Delete SLO","description":"Permanently delete a service level objective. 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Requires the Incident Management `incident_read` permission; the Incidents API is in public beta.","version":"1.0.0","params":{"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the incident (e.g., \\"00000000-0000-0000-1234-000000000000\\")"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated related resources to include (e.g., \\"users\\", \\"attachments\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_monitor":{"id":"datadog_get_monitor","name":"Datadog Get Monitor","description":"Retrieve details of a specific monitor by ID.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to retrieve (e.g., \\"12345678\\")"},"groupStates":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated group states to include. Valid values are \\"all\\", \\"alert\\", \\"warn\\", and \\"no data\\" (e.g., \\"alert,warn\\")."},"withDowntimes":{"type":"boolean","required":false,"visibility":"user-only","description":"Include downtime data with the monitor"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_security_signal":{"id":"datadog_get_security_signal","name":"Datadog Get Security Signal","description":"Get the details of a single Cloud SIEM security signal. 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When supplied, the response includes the remaining error budget for a custom timeframe"},"applyCorrection":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to apply SLO corrections (defaults to true)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_synthetics_results":{"id":"datadog_get_synthetics_results","name":"Datadog Get Synthetic Test Results","description":"Get the latest result summaries (up to the last 150 runs) for a Synthetic API test.","version":"1.0.0","params":{"publicId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The public ID of the Synthetic API test"},"fromTs":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timestamp in milliseconds from which to start querying results"},"toTs":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timestamp in milliseconds up to which to query results"},"probeDc":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated locations to query results for (e.g., \\"aws:eu-west-3\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_synthetics_test":{"id":"datadog_get_synthetics_test","name":"Datadog Get Synthetic Test","description":"Get the configuration of a Synthetic test by public ID. 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Requires the `apm_service_catalog_read` permission.","version":"1.0.0","params":{"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of service definitions per page (default: 10, max: 100)"},"pageNumber":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page to retrieve, starting at zero"},"schemaVersion":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schema version to return (e.g., \\"v2\\", \\"v2.1\\", \\"v2.2\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_list_slos":{"id":"datadog_list_slos","name":"Datadog List SLOs","description":"List service level objectives, optionally filtered by IDs, name, tags, or underlying metrics query.","version":"1.0.0","params":{"ids":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SLO IDs to fetch (e.g., \\"id1,id2\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter results by SLO name (e.g., \\"checkout latency\\")"},"tagsQuery":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter results by a single SLO tag (e.g., \\"env:prod\\")"},"metricsQuery":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter results by SLO numerator and denominator (e.g., \\"aws.elb.request_count\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of SLOs to return (default: 1000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset of the first SLO returned (e.g., 0, 50)"},"isDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"Return only deleted SLOs"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_list_synthetics_tests":{"id":"datadog_list_synthetics_tests","name":"Datadog List Synthetic Tests","description":"List all Synthetic tests (API, browser, and mobile) with their current status.","version":"1.0.0","params":{"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tests returned per page (default: 100)"},"pageNumber":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page to retrieve, starting at zero"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_mute_monitor":{"id":"datadog_mute_monitor","name":"Datadog Mute Monitor","description":"Mute a monitor to temporarily suppress its notifications. Use Unmute Monitor to reverse it, or schedule a downtime instead when you want a planned, auditable maintenance window.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to mute (e.g., \\"12345678\\")"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope to mute (e.g., \\"host:myhost\\", \\"env:prod\\"). If not specified, mutes all scopes."},"end":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp in seconds when the mute should end (e.g., 1705323600). 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Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for events (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for events (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across event summary, description, location, attendees, and organizer"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving the next page of results"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events: startTime (chronological, the default) or updated (last-modified). startTime is always valid here because singleEvents is set."},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted events"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_move":{"id":"google_calendar_move","name":"Google Calendar Move Event","description":"Move an event to a different calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_move_v2":{"id":"google_calendar_move_v2","name":"Google Calendar Move Event","description":"Move an event to a different calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_quick_add":{"id":"google_calendar_quick_add","name":"Google Calendar Quick Add","description":"Create events from natural language text","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_quick_add_v2":{"id":"google_calendar_quick_add_v2","name":"Google Calendar Quick Add","description":"Create events from natural language text. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_share_calendar":{"id":"google_calendar_share_calendar","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar by creating an ACL rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_share_calendar_v2":{"id":"google_calendar_share_calendar_v2","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_unshare_calendar":{"id":"google_calendar_unshare_calendar","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_unshare_calendar_v2":{"id":"google_calendar_unshare_calendar_v2","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update":{"id":"google_calendar_update","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. Requires a timeZone for timed events."},"addGoogleMeet":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach a Google Meet video conference link to the event"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_acl":{"id":"google_calendar_update_acl","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_acl_v2":{"id":"google_calendar_update_acl_v2","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_calendar":{"id":"google_calendar_update_calendar","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata (title, description, location, time zone)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_calendar_v2":{"id":"google_calendar_update_calendar_v2","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_v2":{"id":"google_calendar_update_v2","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. Requires a timeZone for timed events."},"addGoogleMeet":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach a Google Meet video conference link to the event"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_contacts_create":{"id":"google_contacts_create","name":"Google Contacts Create","description":"Create a new contact in Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"givenName":{"type":"string","required":true,"visibility":"user-or-llm","description":"First name of the contact"},"familyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the contact"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the contact"},"emailType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email type: home, work, or other"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number of the contact"},"phoneType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone type: mobile, home, work, or other"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization/company name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title at the organization"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Notes or biography for the contact"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_delete":{"id":"google_contacts_delete","name":"Google Contacts Delete","description":"Delete a contact from Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"resourceName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resource name of the contact to delete (e.g., people/c1234567890)"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_get":{"id":"google_contacts_get","name":"Google Contacts Get","description":"Get a specific contact from Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"resourceName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resource name of the contact (e.g., people/c1234567890)"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_list":{"id":"google_contacts_list","name":"Google Contacts List","description":"List contacts from Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of contacts to return (1-1000, default 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous list request for pagination"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for contacts"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_search":{"id":"google_contacts_search","name":"Google Contacts Search","description":"Search contacts in Google Contacts by name, email, phone, or organization","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query to match against contact names, emails, phones, and organizations"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default 10, max 30)"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_update":{"id":"google_contacts_update","name":"Google Contacts Update","description":"Update an existing contact in Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"resourceName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resource name of the contact (e.g., people/c1234567890)"},"etag":{"type":"string","required":true,"visibility":"user-or-llm","description":"ETag from a previous get request (required for concurrency control)"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated first name"},"familyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated last name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated email address"},"emailType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email type: home, work, or other"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated phone number"},"phoneType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone type: mobile, home, work, or other"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated organization/company name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated job title"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated notes or biography"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_docs_create":{"id":"google_docs_create","name":"Create Google Docs Document","description":"Create a new Google Docs document","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the document to create"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content of the document to create"},"folderSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Drive folder ID to create the document in (e.g., 1ABCxyz...)"},"folderId":{"type":"string","required":false,"visibility":"hidden","description":"The ID of the folder to create the document in (internal use)"},"markdown":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, content is interpreted as Markdown and converted to formatted Google Docs content (headings, bold/italic, lists, tables, links, code blocks, blockquotes). Default: false (content inserted as plain text)."}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_create_named_range":{"id":"google_docs_create_named_range","name":"Create Named Range in Google Docs Document","description":"Create a named range over a span of content in a Google Docs document so it can be referenced or deleted later. The name may be 1-256 characters and need not be unique.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the document to update"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the range to create (1-256 characters)"},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start character index (the document body starts at index 1) of the range (inclusive)"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end character index of the range (exclusive)"}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_create_paragraph_bullets":{"id":"google_docs_create_paragraph_bullets","name":"Create Paragraph Bullets in Google Docs Document","description":"Add bulleted or numbered list formatting to the paragraphs overlapping a range of text in a Google Docs document, using a chosen bullet glyph preset.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the document to update"},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start character index (the document body starts at index 1) of the range to bullet (inclusive)"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end character index of the range to bullet (exclusive)"},"bulletPreset":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bullet glyph preset to apply. Defaults to BULLET_DISC_CIRCLE_SQUARE. Examples: BULLET_DISC_CIRCLE_SQUARE, BULLET_CHECKBOX, NUMBERED_DECIMAL_ALPHA_ROMAN, NUMBERED_DECIMAL_NESTED."}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_delete_content_range":{"id":"google_docs_delete_content_range","name":"Delete Content Range in Google Docs Document","description":"Delete all content between a start and end character index in a Google Docs document. 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Use Get Spreadsheet to find sheet IDs."},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start row index (0-based, inclusive) of the rows to delete"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end row index (0-based, exclusive) of the rows to delete"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_delete_sheet_v2":{"id":"google_sheets_delete_sheet_v2","name":"Delete Sheet V2","description":"Delete a sheet/tab from a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The numeric ID of the sheet/tab to delete (not the sheet name). Use Get Spreadsheet to find sheet IDs."}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_delete_spreadsheet_v2":{"id":"google_sheets_delete_spreadsheet_v2","name":"Delete Spreadsheet V2","description":"Permanently delete a Google Sheets spreadsheet using the Google Drive API","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Google Sheets spreadsheet to delete"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_get_spreadsheet_v2":{"id":"google_sheets_get_spreadsheet_v2","name":"Get Spreadsheet Info V2","description":"Get metadata about a Google Sheets spreadsheet including title and sheet list","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"includeGridData":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include grid data (cell values). Defaults to false."}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_read":{"id":"google_sheets_read","name":"Read from Google Sheets","description":"Read data from a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet (found in the URL: docs.google.com/spreadsheets/d/{SPREADSHEET_ID}/edit)."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to read (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\"). Defaults to first sheet A1:Z1000 if not specified."}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_read_v2":{"id":"google_sheets_read_v2","name":"Read from Google Sheets V2","description":"Read data from a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to read from"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to read (e.g. \\"A1:D10\\"). Defaults to \\"A1:Z1000\\" if not specified."},"filterColumn":{"type":"string","required":false,"visibility":"user-or-llm","description":"Column name (from the header row) to filter on. Filtering is applied to the rows returned by the read range (the default is A1:Z1000), not the entire sheet. If not provided, no filtering is applied."},"filterValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Value to match against the filter column."},"filterMatchType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to match the filter value. Text: \\"contains\\", \\"not_contains\\", \\"exact\\", \\"not_equals\\", \\"starts_with\\", \\"ends_with\\". Numeric/ordering: \\"gt\\", \\"gte\\", \\"lt\\", \\"lte\\" (numeric when both values are numbers, otherwise lexicographic). Defaults to \\"contains\\"."}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_update":{"id":"google_sheets_update","name":"Update Google Sheets","description":"Update data in a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet to update"},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to update (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to update as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to update"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the updated values in the response"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_update_v2":{"id":"google_sheets_update_v2","name":"Update Google Sheets V2","description":"Update data in a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to update"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to update (e.g. \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to update as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to update"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the updated values in the response"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_write":{"id":"google_sheets_write","name":"Write to Google Sheets","description":"Write data to a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet"},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to write to (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_write_v2":{"id":"google_sheets_write_v2","name":"Write to Google Sheets V2","description":"Write data to a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to write to"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to write to (e.g. \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_slides_add_image":{"id":"google_slides_add_image","name":"Add Image to Google Slides","description":"Insert an image into a specific slide in a Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the image to"},"imageUrl":{"type":"string","required":true,"visibility":"user-or-llm","description":"The publicly accessible URL of the image (must be PNG, JPEG, or GIF, max 50MB)"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the image in points (default: 300)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the image in points (default: 200)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_add_slide":{"id":"google_slides_add_slide","name":"Add Slide to Google Slides","description":"Add a new slide to a Google Slides presentation with a specified layout","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"layout":{"type":"string","required":false,"visibility":"user-or-llm","description":"The predefined layout for the slide (BLANK, TITLE, TITLE_AND_BODY, TITLE_ONLY, SECTION_HEADER, etc.). Defaults to BLANK."},"insertionIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"The optional zero-based index indicating where to insert the slide. If not specified, the slide is added at the end."},"placeholderIdMappings":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of placeholder mappings to assign custom object IDs to placeholders. Format: [{\\"layoutPlaceholder\\":{\\"type\\":\\"TITLE\\"},\\"objectId\\":\\"custom_title_id\\"}]"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_batch_update":{"id":"google_slides_batch_update","name":"Batch Update Google Slides (Raw)","description":"Run a raw Slides API batchUpdate with a list of Request objects. Use this when the higher-level tools do not cover an operation, or to bundle multiple operations into a single atomic batch (all-or-nothing).","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"requests":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Slides API Request objects. Example: [{\\"replaceAllText\\":{\\"containsText\\":{\\"text\\":\\"{{title}}\\"},\\"replaceText\\":\\"Q3 Review\\"}}, {\\"updatePageProperties\\":{\\"objectId\\":\\"slide_1\\",\\"pageProperties\\":{\\"pageBackgroundFill\\":{\\"solidFill\\":{\\"color\\":{\\"rgbColor\\":{\\"red\\":0.043,\\"green\\":0.122,\\"blue\\":0.231}}}}},\\"fields\\":\\"pageBackgroundFill\\"}}]"},"writeControl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON WriteControl object for optimistic concurrency, e.g. {\\"requiredRevisionId\\":\\"...\\"}"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_copy_presentation":{"id":"google_slides_copy_presentation","name":"Copy Google Slides Presentation","description":"Copy a template presentation in Drive to a new file. Use this before merging data so the original template is never modified.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides / Drive API"},"sourcePresentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Drive file ID of the source/template presentation"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Title for the copy. Defaults to \\"Copy of <source title>\\"."},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Drive folder ID where the copy should be placed"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create":{"id":"google_slides_create","name":"Create Google Slides Presentation","description":"Create a new Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the presentation to create"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content to add to the first slide"},"folderSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Drive folder ID to create the presentation in (e.g., 1ABCxyz...)"},"folderId":{"type":"string","required":false,"visibility":"hidden","description":"The ID of the folder to create the presentation in (internal use)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_line":{"id":"google_slides_create_line","name":"Create Line in Google Slides","description":"Create a line or connector on a slide.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the line to"},"lineCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"STRAIGHT (default), BENT, or CURVED"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line width in points (default 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line height in points (default 0 — horizontal line)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_paragraph_bullets":{"id":"google_slides_create_paragraph_bullets","name":"Create Paragraph Bullets in Google Slides","description":"Convert paragraphs in a shape or table cell into a bulleted or numbered list using a Google Slides bullet preset.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the shape or table containing the text"},"rowIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based row index"},"columnIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based column index"},"rangeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Range to apply bullets to: ALL (default), FROM_START_INDEX, or FIXED_RANGE"},"startIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start index for FROM_START_INDEX or FIXED_RANGE"},"endIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"End index for FIXED_RANGE"},"bulletPreset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bullet preset (e.g. BULLET_DISC_CIRCLE_SQUARE, BULLET_ARROW_DIAMOND_DISC, NUMBERED_DIGIT_ALPHA_ROMAN, NUMBERED_DIGIT_ALPHA_ROMAN_PARENS, NUMBERED_DIGIT_NESTED). Defaults to BULLET_DISC_CIRCLE_SQUARE."}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_shape":{"id":"google_slides_create_shape","name":"Create Shape in Google Slides","description":"Create a shape (rectangle, ellipse, text box, arrow, etc.) on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the shape to"},"shapeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The type of shape to create. Common types: TEXT_BOX, RECTANGLE, ROUND_RECTANGLE, ELLIPSE, TRIANGLE, DIAMOND, STAR_5, ARROW_EAST, HEART, CLOUD"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the shape in points (default: 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the shape in points (default: 100)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_sheets_chart":{"id":"google_slides_create_sheets_chart","name":"Embed Google Sheets Chart in Slides","description":"Embed a chart from a Google Sheets spreadsheet onto a slide. LINKED charts can be refreshed; NOT_LINKED_IMAGE inserts a static image of the chart.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the chart to"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID containing the chart"},"chartId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Numeric chart ID within the spreadsheet"},"linkingMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"LINKED (default) or NOT_LINKED_IMAGE"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width in points (default 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height in points (default 300)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_table":{"id":"google_slides_create_table","name":"Create Table in Google Slides","description":"Create a new table on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation 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Each object has \\"to.id\\" (record ID) and \\"types\\" array with \\"associationCategory\\" (\\"HUBSPOT_DEFINED\\") and \\"associationTypeId\\" (202 = note→contact, 190 = note→company, 214 = note→deal)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_ticket":{"id":"hubspot_create_ticket","name":"Create Ticket in HubSpot","description":"Create a new ticket in HubSpot. Requires subject and hs_pipeline_stage properties","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Ticket properties as JSON object. Must include subject and hs_pipeline_stage (e.g., {\\"subject\\": \\"Support request\\", \\"hs_pipeline_stage\\": \\"1\\", \\"hs_ticket_priority\\": \\"HIGH\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the ticket as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_association":{"id":"hubspot_delete_association","name":"Delete Association in HubSpot","description":"Remove all associations between two HubSpot records","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"},"toObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the target record"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_company":{"id":"hubspot_delete_company","name":"Delete Company from HubSpot","description":"Archive a company in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the company to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_contact":{"id":"hubspot_delete_contact","name":"Delete Contact from HubSpot","description":"Archive a contact in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the contact to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_deal":{"id":"hubspot_delete_deal","name":"Delete Deal from HubSpot","description":"Archive a deal in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the deal to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_line_item":{"id":"hubspot_delete_line_item","name":"Delete Line Item from HubSpot","description":"Archive a line item in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the line item to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_ticket":{"id":"hubspot_delete_ticket","name":"Delete Ticket from HubSpot","description":"Archive a ticket in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the ticket to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_appointment":{"id":"hubspot_get_appointment","name":"Get Appointment from HubSpot","description":"Retrieve a single appointment by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"appointmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot appointment ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_appointment_name,hs_appointment_start\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_association_labels":{"id":"hubspot_get_association_labels","name":"Get Association Labels from HubSpot","description":"Retrieve the association types (category, typeId, label) defined between two HubSpot object types","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_cart":{"id":"hubspot_get_cart","name":"Get Cart from HubSpot","description":"Retrieve a single cart by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"cartId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot cart ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_company":{"id":"hubspot_get_company","name":"Get Company from HubSpot","description":"Retrieve a single company by ID or domain from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot company ID (numeric string) or domain to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"domain\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,domain,industry\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_contact":{"id":"hubspot_get_contact","name":"Get Contact from HubSpot","description":"Retrieve a single contact by ID or email from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot contact ID (numeric string) or email address to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"email\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"email,firstname,lastname,phone\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_deal":{"id":"hubspot_get_deal","name":"Get Deal from HubSpot","description":"Retrieve a single deal by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot deal ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"dealname,amount,dealstage\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_email":{"id":"hubspot_get_email","name":"Get Email from HubSpot","description":"Retrieve a single email engagement by ID from HubSpot (content requires the sales-email-read scope)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"emailId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot email engagement ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_email_subject,hs_email_text,hs_timestamp\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_line_item":{"id":"hubspot_get_line_item","name":"Get Line Item from HubSpot","description":"Retrieve a single line item by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot line item ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,quantity,price,amount\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"deals,quotes\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_list":{"id":"hubspot_get_list","name":"Get List from HubSpot","description":"Retrieve a single list by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot list ID to retrieve"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_list_memberships":{"id":"hubspot_get_list_memberships","name":"Get List Members from HubSpot","description":"Retrieve the record IDs that are members of a HubSpot list, ordered by record ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the list to read members from"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 250, default 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_marketing_event":{"id":"hubspot_get_marketing_event","name":"Get Marketing Event from HubSpot","description":"Retrieve a single marketing event by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot marketing event objectId to retrieve"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_note":{"id":"hubspot_get_note","name":"Get Note from HubSpot","description":"Retrieve a single note by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot note ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_note_body,hs_timestamp,hubspot_owner_id\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_properties":{"id":"hubspot_get_properties","name":"Get Properties from HubSpot","description":"Read property definitions and their enumeration (picklist) options for a HubSpot object type, e.g. the values for lifecyclestage or hs_lead_status on contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object type to read properties for (e.g., \\"contacts\\", \\"companies\\", \\"deals\\", \\"tickets\\", \\"line_items\\", \\"quotes\\")"},"propertyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal name of a single property to retrieve (e.g., \\"hs_lead_status\\"). Omit to return all properties for the object type"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to return only archived properties (default false)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_quote":{"id":"hubspot_get_quote","name":"Get Quote from HubSpot","description":"Retrieve a single quote by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"quoteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot quote ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_title,hs_expiration_date,hs_status\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"deals,line_items\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_ticket":{"id":"hubspot_get_ticket","name":"Get Ticket from HubSpot","description":"Retrieve a single ticket by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot ticket ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"subject,content,hs_ticket_priority\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_users":{"id":"hubspot_get_users","name":"Get Users from HubSpot","description":"Retrieve all users from HubSpot account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 10, max: 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot user property names to return (e.g., \\"hs_email,hs_given_name,hs_family_name\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_appointments":{"id":"hubspot_list_appointments","name":"List Appointments from HubSpot","description":"Retrieve all appointments from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_appointment_name,hs_appointment_start\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_associations":{"id":"hubspot_list_associations","name":"List Associations in HubSpot","description":"List records of one object type associated with a given record, e.g. all emails or notes logged on a contact","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target object type to list associations to (e.g., \\"emails\\", \\"notes\\", \\"deals\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of associated records per page (default 500)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page (from previous response)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_carts":{"id":"hubspot_list_carts","name":"List Carts from HubSpot","description":"Retrieve all carts from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_companies":{"id":"hubspot_list_companies","name":"List Companies from HubSpot","description":"Retrieve all companies from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,domain,industry\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_contacts":{"id":"hubspot_list_contacts","name":"List Contacts from HubSpot","description":"Retrieve all contacts from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"email,firstname,lastname,phone\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_deals":{"id":"hubspot_list_deals","name":"List Deals from HubSpot","description":"Retrieve all deals from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"dealname,amount,dealstage\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_emails":{"id":"hubspot_list_emails","name":"List Emails from HubSpot","description":"Retrieve all email engagements from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_email_subject,hs_email_text,hs_timestamp\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_line_items":{"id":"hubspot_list_line_items","name":"List Line Items from HubSpot","description":"Retrieve all line items from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous 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Leave empty to return all lists."},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return (default 20, max 500)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination offset for next page of results (use the offset value from previous response)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_marketing_events":{"id":"hubspot_list_marketing_events","name":"List Marketing Events from HubSpot","description":"Retrieve all marketing events from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 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This endpoint replaces the title, so always send it."},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"Status of the follow-up: \\"outstanding\\", \\"completed\\", or \\"not_doing\\". Deleting is not supported here."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the follow-up. Supports Markdown."},"assignee_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the user to assign this follow-up to"},"assignee_team_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the team to assign this follow-up to"},"follow_up_category_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the category for this follow-up"},"follow_up_priority_option_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the priority for this follow-up"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of labels (e.g., \\"bug,urgent\\")"}},"hostedApiKey":"none"},"incidentio_incident_alerts_list":{"id":"incidentio_incident_alerts_list","name":"List Incident Alerts","description":"List the connections between incidents and alerts in incident.io — which alerts triggered an incident, or which incident an alert was attached to","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return alerts attached to this incident (e.g., \\"01FDAG4SAP5TYPT98WGR2N7W91\\")"},"alert_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return connections for this alert (e.g., \\"01GW2G3V0S59R238FAHPDS1R66\\")"}},"hostedApiKey":"none"},"incidentio_incident_memberships_create":{"id":"incidentio_incident_memberships_create","name":"Grant Incident Membership","description":"Make a user a member of a private incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the private incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYD5H\\")"},"user_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to grant access to (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_memberships_revoke":{"id":"incidentio_incident_memberships_revoke","name":"Revoke Incident Membership","description":"Revoke a user\'s membership of a private incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the private incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYD5H\\")"},"user_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to revoke access from (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_participants_list":{"id":"incidentio_incident_participants_list","name":"List Incident Participants","description":"List the participants of an incident in incident.io, split into those actively helping and those just observing","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident to find participants of (e.g., \\"01FDAG4SAP5TYPT98WGR2N7W91\\")"}},"hostedApiKey":"none"},"incidentio_incident_roles_create":{"id":"incidentio_incident_roles_create","name":"Create Incident Role","description":"Create a new incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the incident role (e.g., \\"Incident Commander\\")"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the incident role"},"instructions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instructions for the incident role"},"shortform":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short form abbreviation for the role"}},"hostedApiKey":"none"},"incidentio_incident_roles_delete":{"id":"incidentio_incident_roles_delete","name":"Delete Incident Role","description":"Delete an incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_roles_list":{"id":"incidentio_incident_roles_list","name":"List Incident Roles","description":"List all incident roles in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_roles_show":{"id":"incidentio_incident_roles_show","name":"Show Incident Role","description":"Get details of a specific incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_roles_update":{"id":"incidentio_incident_roles_update","name":"Update Incident Role","description":"Update an existing incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the incident role (e.g., \\"Incident Commander\\")"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the incident role"},"instructions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instructions for the incident role"},"shortform":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short form abbreviation for the role"}},"hostedApiKey":"none"},"incidentio_incident_statuses_list":{"id":"incidentio_incident_statuses_list","name":"Incident.io Incident Statuses List","description":"List all incident statuses configured in your Incident.io workspace. Returns status details including id, name, description, and category.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_timestamps_list":{"id":"incidentio_incident_timestamps_list","name":"List Incident Timestamps","description":"List all incident timestamp definitions in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_timestamps_show":{"id":"incidentio_incident_timestamps_show","name":"Show Incident Timestamp","description":"Get details of a specific incident timestamp definition in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident timestamp (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_types_list":{"id":"incidentio_incident_types_list","name":"Incident.io Incident Types List","description":"List all incident types configured in your Incident.io workspace. Returns type details including id, name, description, and default flag.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_updates_list":{"id":"incidentio_incident_updates_list","name":"List Incident Updates","description":"List all updates for a specific incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the incident to get updates for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\"). If not provided, returns all updates"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incidents_create":{"id":"incidentio_incidents_create","name":"incident.io Incidents Create","description":"Create a new incident in incident.io. Requires idempotency_key, severity_id, and visibility. Optionally accepts name, summary, type, and status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"idempotency_key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier to prevent duplicate incident creation. Use a UUID or unique string."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Brief summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the severity level (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the incident type"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the initial incident status"},"visibility":{"type":"string","required":true,"visibility":"user-or-llm","description":"Visibility of the incident: \\"public\\" or \\"private\\" (required)"}},"hostedApiKey":"none"},"incidentio_incidents_list":{"id":"incidentio_incidents_list","name":"incident.io Incidents List","description":"List incidents from incident.io. Returns a list of incidents with their details including severity, status, and timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of incidents to return per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"sort_by":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for incidents: created_at_newest_first or created_at_oldest_first"},"filter_mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to combine filters: all or any"}},"hostedApiKey":"none"},"incidentio_incidents_show":{"id":"incidentio_incidents_show","name":"incident.io Incidents Show","description":"Retrieve detailed information about a specific incident from incident.io by its ID. Returns full incident details including custom fields and role assignments.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incidents_update":{"id":"incidentio_incidents_update","name":"incident.io Incidents Update","description":"Update an existing incident in incident.io. Can update name, summary, severity, status, or type.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated severity ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated status ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated incident type ID"},"notify_incident_channel":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to notify the incident channel about this update"}},"hostedApiKey":"none"},"incidentio_on_call_now":{"id":"incidentio_on_call_now","name":"Get Who Is On Call","description":"Get who is currently on call in incident.io, as one row per ongoing shift across every schedule (or a single schedule). Also returns the shifts that take over at the next changeover.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Limit the result to a single schedule by ID (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\"). Leave empty to return who is on call across every schedule."},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of schedules to scan per page when no schedule ID is given (e.g., 10, 25). Defaults to 25; upcoming shifts are only returned at 25 or lower."},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of schedules (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedule_entries_list":{"id":"incidentio_schedule_entries_list","name":"List Schedule Entries","description":"List all entries for a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to get entries for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"entry_window_start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"entry_window_end":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}},"hostedApiKey":"none"},"incidentio_schedule_overrides_create":{"id":"incidentio_schedule_overrides_create","name":"Create Schedule Override","description":"Create a new schedule override in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"rotation_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the rotation to override (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"layer_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the layer this override applies to"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_slack_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Slack ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"start_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override starts in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"end_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override ends in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}},"hostedApiKey":"none"},"incidentio_schedule_overrides_list":{"id":"incidentio_schedule_overrides_list","name":"List Schedule Overrides","description":"List the one-off overrides layered on top of a schedule in incident.io, such as someone covering a colleague’s shift","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to get overrides for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"rotation_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return overrides on this rotation"},"layer_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return overrides on this layer"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_create":{"id":"incidentio_schedules_create","name":"Create Schedule","description":"Create a new schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}},"hostedApiKey":"none"},"incidentio_schedules_delete":{"id":"incidentio_schedules_delete","name":"Delete Schedule","description":"Delete a schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_list":{"id":"incidentio_schedules_list","name":"List Schedules","description":"List all schedules in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_show":{"id":"incidentio_schedules_show","name":"Show Schedule","description":"Get details of a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_update":{"id":"incidentio_schedules_update","name":"Update Schedule","description":"Update an existing schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}},"hostedApiKey":"none"},"incidentio_severities_list":{"id":"incidentio_severities_list","name":"Incident.io Severities List","description":"List all severity levels configured in your Incident.io workspace. Returns severity details including id, name, description, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}},"hostedApiKey":"none"},"incidentio_teams_list":{"id":"incidentio_teams_list","name":"List Teams","description":"List all teams in the incident.io organisation, along with their members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_teams_show":{"id":"incidentio_teams_show","name":"Show Team","description":"Get a single team by ID from incident.io, along with its members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team to fetch (e.g., \\"01JPQA75EPNEES4479P16P4XAB\\")"}},"hostedApiKey":"none"},"incidentio_users_list":{"id":"incidentio_users_list","name":"Incident.io Users List","description":"List all users in your Incident.io workspace. Returns user details including id, name, email, and role.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (e.g., 10, 25, 50). 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Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}},"hostedApiKey":"none"},"intercom_create_contact_v2":{"id":"intercom_create_contact_v2","name":"Create Contact in Intercom","description":"Create a new contact in Intercom with email, external_id, or role. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'. Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}},"hostedApiKey":"none"},"intercom_create_event_v2":{"id":"intercom_create_event_v2","name":"Create Event in Intercom","description":"Track a custom event for a contact in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"event_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event (e.g., \\"order-completed\\"). Use past-tense verb-noun format for readability."},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the event occurred. Strongly recommended for uniqueness."},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your identifier for the user (external_id)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the user. Use only if your app uses email to uniquely identify users."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Intercom contact ID"},"metadata":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object with up to 10 metadata key-value pairs about the event (e.g., {\\"order_value\\": 99.99})"}},"hostedApiKey":"none"},"intercom_create_message":{"id":"intercom_create_message","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}},"hostedApiKey":"none"},"intercom_create_message_v2":{"id":"intercom_create_message_v2","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}},"hostedApiKey":"none"},"intercom_create_note_v2":{"id":"intercom_create_note_v2","name":"Create Note in Intercom","description":"Add a note to a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to add the note to"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content of the note"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin creating the note"}},"hostedApiKey":"none"},"intercom_create_tag_v2":{"id":"intercom_create_tag_v2","name":"Create Tag in Intercom","description":"Create a new tag or update an existing tag name","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the tag. Will create a new tag if not found, or update the name if id is provided."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of an existing tag to update. Omit to create a new tag."}},"hostedApiKey":"none"},"intercom_create_ticket":{"id":"intercom_create_ticket","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}},"hostedApiKey":"none"},"intercom_create_ticket_v2":{"id":"intercom_create_ticket_v2","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}},"hostedApiKey":"none"},"intercom_delete_contact":{"id":"intercom_delete_contact","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}},"hostedApiKey":"none"},"intercom_delete_contact_v2":{"id":"intercom_delete_contact_v2","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}},"hostedApiKey":"none"},"intercom_detach_contact_from_company_v2":{"id":"intercom_detach_contact_from_company_v2","name":"Detach Contact from Company in Intercom","description":"Remove a contact from a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to detach from the company"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the company to detach the contact from"}},"hostedApiKey":"none"},"intercom_get_company":{"id":"intercom_get_company","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_company_v2":{"id":"intercom_get_company_v2","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_contact":{"id":"intercom_get_contact","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_contact_v2":{"id":"intercom_get_contact_v2","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_conversation":{"id":"intercom_get_conversation","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}},"hostedApiKey":"none"},"intercom_get_conversation_v2":{"id":"intercom_get_conversation_v2","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}},"hostedApiKey":"none"},"intercom_get_ticket":{"id":"intercom_get_ticket","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_ticket_v2":{"id":"intercom_get_ticket_v2","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}},"hostedApiKey":"none"},"intercom_list_admins_v2":{"id":"intercom_list_admins_v2","name":"List Admins from Intercom","description":"Fetch a list of all admins for the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}},"hostedApiKey":"none"},"intercom_list_companies":{"id":"intercom_list_companies","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}},"hostedApiKey":"none"},"intercom_list_companies_v2":{"id":"intercom_list_companies_v2","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}},"hostedApiKey":"none"},"intercom_list_contacts":{"id":"intercom_list_contacts","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}},"hostedApiKey":"none"},"intercom_list_contacts_v2":{"id":"intercom_list_contacts_v2","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}},"hostedApiKey":"none"},"intercom_list_conversations":{"id":"intercom_list_conversations","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}},"hostedApiKey":"none"},"intercom_list_conversations_v2":{"id":"intercom_list_conversations_v2","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}},"hostedApiKey":"none"},"intercom_list_tags_v2":{"id":"intercom_list_tags_v2","name":"List Tags from Intercom","description":"Fetch a list of all tags in the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}},"hostedApiKey":"none"},"intercom_open_conversation_v2":{"id":"intercom_open_conversation_v2","name":"Open Conversation in Intercom","description":"Open a closed or snoozed conversation in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to open"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"}},"hostedApiKey":"none"},"intercom_reply_conversation":{"id":"intercom_reply_conversation","name":"Reply to Conversation in Intercom","description":"Reply to a conversation as an admin in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to reply to"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"comment\\" or \\"note\\""},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text body of the reply"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin authoring the reply. If not provided, a default admin (Operator/Fin) will be used."},"attachment_urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of image URLs (max 10)"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the reply was created. If not provided, current time is used."}},"hostedApiKey":"none"},"intercom_reply_conversation_v2":{"id":"intercom_reply_conversation_v2","name":"Reply to Conversation in Intercom","description":"Reply to a conversation as an admin in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to reply to"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"comment\\" or \\"note\\""},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text body of the reply"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin authoring the reply. If not provided, a default admin (Operator/Fin) will be used."},"attachment_urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of image URLs (max 10)"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the reply was created. 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Use -1 for infinite"},"bisectBatchOnFunctionError":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Split a failing batch in two and retry each half"},"tumblingWindowInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration of a processing window for stream aggregation (0-900)"},"maximumConcurrency":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum concurrent function invocations from an SQS event source (2-1000)"},"topics":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Kafka topic names to consume"},"queues":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Amazon MQ broker destination queue names"},"functionResponseTypes":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Set to ReportBatchItemFailures to enable partial batch reporting Pass [] to remove all of them on an update."},"filterPatterns":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Event filter patterns, each a JSON string, that decide which records reach the function. Pass [] to remove all filters on an update."},"onSuccessDestination":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the destination that receives successfully processed records"},"onFailureDestination":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the destination that receives discarded records"},"kmsKeyArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the KMS customer managed key used to encrypt filter criteria"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the event source mapping, as a flat key/value JSON object"},"sourceAccessConfigurations":{"type":"json","required":false,"visibility":"user-or-llm","description":"Authentication for an Amazon MQ or self-managed Kafka source, as a JSON array of objects with \\"type\\" (e.g. BASIC_AUTH, SASL_SCRAM_512_AUTH, VPC_SUBNET) and \\"uri\\" (the Secrets Manager or VPC resource ARN). Pass [] to remove all of them on an update."},"documentDbDatabaseName":{"type":"string","required":false,"visibility":"user-or-llm","description":"DocumentDB database to consume the change stream from"},"documentDbCollectionName":{"type":"string","required":false,"visibility":"user-or-llm","description":"DocumentDB collection to consume. Omit to consume the whole database"},"documentDbFullDocument":{"type":"string","required":false,"visibility":"user-or-llm","description":"UpdateLookup sends the full document on update, Default sends only the change delta"},"amazonManagedKafkaConsumerGroupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Consumer group ID to join on an Amazon MSK cluster"},"selfManagedKafkaConsumerGroupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Consumer group ID to join on a self-managed Kafka cluster"},"selfManagedKafkaBootstrapServers":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Bootstrap servers of a self-managed Kafka cluster (host:port). Required instead of eventSourceArn for self-managed Kafka"}},"hostedApiKey":"none"},"lambda_create_function":{"id":"lambda_create_function","name":"Lambda Create Function","description":"Create a Lambda function from a deployment package in Amazon S3 or a container image","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the function\'s execution role"},"runtime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Runtime identifier such as nodejs22.x or python3.13. Required for .zip packages, omit for container images"},"handler":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entry point in your code, such as index.handler. Required for .zip packages"},"packageType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Zip for a .zip file archive (default) or Image for a container image"},"s3Bucket":{"type":"string","required":false,"visibility":"user-or-llm","description":"Amazon S3 bucket holding the deployment package, in the same region as the function"},"s3Key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Amazon S3 key of the .zip package"},"s3ObjectVersion":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version of the Amazon S3 object to use"},"imageUri":{"type":"string","required":false,"visibility":"user-or-llm","description":"Amazon ECR URI of the container image to deploy"},"sourceKmsKeyArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the KMS customer managed key that encrypts the function\'s .zip deployment package"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the function"},"functionTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds Lambda allows the function to run before stopping it (1-900). Named functionTimeout because the shared tool executor reserves `timeout` for its own request deadline"},"memorySize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory available to the function at runtime in MB (128-32768)"},"ephemeralStorageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Size of the /tmp directory in MB (512-10240)"},"publish":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Publish the first version of the function atomically with creation"},"environment":{"type":"json","required":false,"visibility":"user-or-llm","description":"Environment variables as a flat key/value JSON object"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the function, as a flat key/value JSON object"},"architectures":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Instruction set architecture: exactly one of x86_64 or arm64"},"layers":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"ARNs of layer versions to add to the function execution environment Pass [] to remove all of them on an update."},"vpcSubnetIds":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"VPC subnet IDs the function should attach to Pass [] to remove all of them on an update."},"vpcSecurityGroupIds":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"VPC security group IDs the function should use Pass [] to remove all of them on an update."},"tracingMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"X-Ray tracing mode: Active samples and traces requests, PassThrough only traces sampled requests"},"deadLetterTargetArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of an SQS queue or SNS topic that receives failed asynchronous invocations"},"kmsKeyArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the KMS customer managed key used to encrypt environment variables and snapshots"},"snapStartApplyOn":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to PublishedVersions to snapshot the initialized environment when a version is published"},"logFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Format the function sends CloudWatch logs in"},"logGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"CloudWatch log group the function sends logs to"}},"hostedApiKey":"none"},"lambda_create_function_url_config":{"id":"lambda_create_function_url_config","name":"Lambda Create Function URL","description":"Create a dedicated HTTPS endpoint for a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"authType":{"type":"string","required":true,"visibility":"user-or-llm","description":"AWS_IAM requires signed requests, NONE allows public unauthenticated access"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"},"invokeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"BUFFERED returns the whole response at once, RESPONSE_STREAM streams it"},"corsAllowCredentials":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the function URL sends the Access-Control-Allow-Credentials header"},"corsAllowOrigins":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Origins allowed to call the function URL, or * for any"},"corsAllowMethods":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"HTTP methods allowed when calling the function URL, or * for any"},"corsAllowHeaders":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Headers browsers may send in a cross-origin request"},"corsExposeHeaders":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Response headers browsers may access from the response"},"corsMaxAge":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds a browser may cache the CORS preflight result (0-86400)"}},"hostedApiKey":"none"},"lambda_delete_alias":{"id":"lambda_delete_alias","name":"Lambda Delete Alias","description":"Delete a Lambda function alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"aliasName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the alias"}},"hostedApiKey":"none"},"lambda_delete_event_source_mapping":{"id":"lambda_delete_event_source_mapping","name":"Lambda Delete Event Source Mapping","description":"Delete an event source mapping","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"uuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the event source mapping"}},"hostedApiKey":"none"},"lambda_delete_function":{"id":"lambda_delete_function","name":"Lambda Delete Function","description":"Delete a Lambda function, or a single published version of it","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number to delete. Omit to delete the whole function including all versions and aliases"}},"hostedApiKey":"none"},"lambda_delete_function_concurrency":{"id":"lambda_delete_function_concurrency","name":"Lambda Delete Function Concurrency","description":"Remove the reserved concurrency configuration from a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"}},"hostedApiKey":"none"},"lambda_delete_function_event_invoke_config":{"id":"lambda_delete_function_event_invoke_config","name":"Lambda Delete Async Invoke Config","description":"Remove the asynchronous invocation configuration of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_delete_function_url_config":{"id":"lambda_delete_function_url_config","name":"Lambda Delete Function URL","description":"Delete the URL configuration of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_delete_provisioned_concurrency_config":{"id":"lambda_delete_provisioned_concurrency_config","name":"Lambda Delete Provisioned Concurrency","description":"Remove the provisioned concurrency configuration from a function version or alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version number or alias name the configuration applies to"}},"hostedApiKey":"none"},"lambda_get_account_settings":{"id":"lambda_get_account_settings","name":"Lambda Get Account Settings","description":"Get the Lambda limits and usage of the current AWS account and region","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"}},"hostedApiKey":"none"},"lambda_get_alias":{"id":"lambda_get_alias","name":"Lambda Get Alias","description":"Get details about a Lambda function alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"aliasName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the alias"}},"hostedApiKey":"none"},"lambda_get_event_source_mapping":{"id":"lambda_get_event_source_mapping","name":"Lambda Get Event Source Mapping","description":"Get details about an event source mapping","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"uuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the event source mapping"}},"hostedApiKey":"none"},"lambda_get_function":{"id":"lambda_get_function","name":"Lambda Get Function","description":"Get a function\'s configuration, code location, tags, and reserved concurrency","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_function_concurrency":{"id":"lambda_get_function_concurrency","name":"Lambda Get Function Concurrency","description":"Get the reserved concurrency configured for a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"}},"hostedApiKey":"none"},"lambda_get_function_configuration":{"id":"lambda_get_function_configuration","name":"Lambda Get Function Configuration","description":"Get a function\'s version-specific configuration","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_function_event_invoke_config":{"id":"lambda_get_function_event_invoke_config","name":"Lambda Get Async Invoke Config","description":"Get the asynchronous invocation retry and destination settings of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_function_recursion_config":{"id":"lambda_get_function_recursion_config","name":"Lambda Get Recursion Config","description":"Get the recursive loop detection setting of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"}},"hostedApiKey":"none"},"lambda_get_function_url_config":{"id":"lambda_get_function_url_config","name":"Lambda Get Function URL","description":"Get details about a function URL","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_layer_version":{"id":"lambda_get_layer_version","name":"Lambda Get Layer Version","description":"Get details and a download link for a specific layer version","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"layerName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the layer"},"versionNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Version number of the layer"}},"hostedApiKey":"none"},"lambda_get_policy":{"id":"lambda_get_policy","name":"Lambda Get Policy","description":"Get the resource-based IAM policy attached to a function, version, or alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_provisioned_concurrency_config":{"id":"lambda_get_provisioned_concurrency_config","name":"Lambda Get Provisioned Concurrency","description":"Get the provisioned concurrency configuration of a function version or alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version number or alias name the configuration applies to"}},"hostedApiKey":"none"},"lambda_get_runtime_management_config":{"id":"lambda_get_runtime_management_config","name":"Lambda Get Runtime Management Config","description":"Get the runtime update policy of a function version","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_invoke":{"id":"lambda_invoke","name":"Lambda Invoke Function","description":"Invoke a Lambda function synchronously or asynchronously and return its response","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"payload":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON event payload passed to the function handler"},"invocationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"RequestResponse waits for the result, Event queues the invocation, DryRun only validates permissions"},"logType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to Tail to return the last 4 KB of the execution log"},"clientContext":{"type":"string","required":false,"visibility":"user-or-llm","description":"Base64-encoded JSON passed to the function in the client context object (max 3,583 bytes)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. 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version"},"revisionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Update the resource only if its current revision ID matches this value"}},"hostedApiKey":"none"},"lambda_put_function_concurrency":{"id":"lambda_put_function_concurrency","name":"Lambda Set Function Concurrency","description":"Reserve a share of the account concurrency limit for a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"reservedConcurrentExecutions":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of simultaneous executions to reserve for this function"}},"hostedApiKey":"none"},"lambda_put_function_event_invoke_config":{"id":"lambda_put_function_event_invoke_config","name":"Lambda Set Async Invoke Config","description":"Configure retry limits and destinations for asynchronous invocations of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. 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Required when updateRuntimeOn is Manual"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_remove_permission":{"id":"lambda_remove_permission","name":"Lambda Remove Permission","description":"Remove a statement from a function\'s resource-based policy","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"statementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the policy statement to remove"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. 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Use -1 for infinite"},"maximumRetryAttempts":{"type":"number","required":false,"visibility":"user-or-llm","description":"Retries before a record is discarded. Use -1 for infinite"},"bisectBatchOnFunctionError":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Split a failing batch in two and retry each half"},"tumblingWindowInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration of a processing window for stream aggregation (0-900)"},"maximumConcurrency":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum concurrent function invocations from an SQS event source (2-1000)"},"functionResponseTypes":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Set to ReportBatchItemFailures to enable partial batch reporting Pass [] to remove all of them on an update."},"filterPatterns":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Event filter patterns, each a JSON string, that decide which records reach the function. 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If a memory with this conversationId already exists, the new message will be appended to it."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role for agent memory (user, assistant, or system)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content for agent memory"}},"hostedApiKey":"none"},"memory_delete":{"id":"memory_delete","name":"Delete Memory","description":"Delete memories by conversationId.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Deletes all memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}},"hostedApiKey":"none"},"memory_get":{"id":"memory_get","name":"Get Memory","description":"Retrieve memory by conversationId. Returns matching memories.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Returns memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}},"hostedApiKey":"none"},"memory_get_all":{"id":"memory_get_all","name":"Get All Memories","description":"Retrieve all memories from the database","version":"1.0.0","params":{},"hostedApiKey":"none"},"microsoft_ad_add_directory_role_member":{"id":"microsoft_ad_add_directory_role_member","name":"Add Microsoft Entra ID Directory Role Member","description":"Grant a user an administrator role in Microsoft Entra ID. This is a privileged change that expands what the user can do across the tenant.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"directoryRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the directory role. Use List Directory Roles to find it."},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the user to grant the role to"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_add_group_member":{"id":"microsoft_ad_add_group_member","name":"Add Azure AD Group Member","description":"Add a member to a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to add"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_add_user_app_role_assignment":{"id":"microsoft_ad_add_user_app_role_assignment","name":"Grant Microsoft Entra ID App Role To User","description":"Grant a user an application role on a service principal, giving them access to that application","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID or user principal name of the user to grant the app role to. A user principal name is resolved to its object ID before the grant."},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the resource service principal that defines the app role. Use List Service Principals to find it."},"appRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the app role to grant. Use the all-zero GUID 00000000-0000-0000-0000-000000000000 to assign access without a specific role."}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_assign_license":{"id":"microsoft_ad_assign_license","name":"Assign Microsoft Entra ID License","description":"Add or remove subscription licenses (SKUs) on a user in Microsoft Entra ID. Removing a license immediately revokes the access it granted to the associated services.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name to change licenses for"},"addSkuIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SKU IDs (GUIDs) of the licenses to assign. Leave empty to only remove licenses."},"removeSkuIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SKU IDs (GUIDs) of the licenses to remove. Leave empty to only add licenses."},"disabledPlanIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated service plan IDs (GUIDs) to disable on every license being assigned"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_create_group":{"id":"microsoft_ad_create_group","name":"Create Azure AD Group","description":"Create a new group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the group"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the group (ASCII only, max 64 characters)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group description"},"mailEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether mail is enabled (true for Microsoft 365 groups)"},"securityEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether security is enabled (true for security groups)"},"groupTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group type: \\"Unified\\" for Microsoft 365 group, leave empty for security group"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group visibility: \\"Private\\" or \\"Public\\" (can be changed later), or \\"HiddenMembership\\" (Microsoft 365 groups only; can only be set at creation and never changed afterward)"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_create_user":{"id":"microsoft_ad_create_user","name":"Create Azure AD User","description":"Create a new user in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the user"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the user"},"userPrincipalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"User principal name (e.g., \\"user@example.com\\")"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Initial password for the user"},"accountEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether the account is enabled"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"surname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"officeLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Office location"},"mobilePhone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_delete_group":{"id":"microsoft_ad_delete_group","name":"Delete Azure AD Group","description":"Delete a group from Azure AD (Microsoft Entra ID). Microsoft 365 and security groups can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_delete_user":{"id":"microsoft_ad_delete_user","name":"Delete Azure AD User","description":"Delete a user from Azure AD (Microsoft Entra ID). The user is moved to a temporary container and can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_conditional_access_policy":{"id":"microsoft_ad_get_conditional_access_policy","name":"Get Microsoft Entra ID Conditional Access Policy","description":"Get a single conditional access policy by ID, including the conditions it matches and the controls it enforces. Read-only.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"policyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conditional access policy ID"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_device":{"id":"microsoft_ad_get_device","name":"Get Microsoft Entra ID Device","description":"Get a registered device by its object ID from Microsoft Entra ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"deviceObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device object ID (the \\"id\\" field), not the \\"deviceId\\" registration identifier"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_group":{"id":"microsoft_ad_get_group","name":"Get Azure AD Group","description":"Get a group by ID from Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_user":{"id":"microsoft_ad_get_user","name":"Get Azure AD User","description":"Get a user by ID or user principal name from Azure AD","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name (e.g., \\"user@example.com\\")"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_authentication_methods":{"id":"microsoft_ad_list_authentication_methods","name":"List Microsoft Entra ID Authentication Methods","description":"List the authentication methods a user has registered, such as passwords, phone numbers, FIDO2 keys, and authenticator apps","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_conditional_access_policies":{"id":"microsoft_ad_list_conditional_access_policies","name":"List Microsoft Entra ID Conditional Access Policies","description":"List the conditional access policies configured in the tenant, including their state and the conditions and controls they enforce. Read-only.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of policies to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Example: \\"state eq \'enabled\'\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_devices":{"id":"microsoft_ad_list_devices","name":"List Microsoft Entra ID Devices","description":"List the devices registered in Microsoft Entra ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of devices to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Example: \\"accountEnabled eq false\\" or \\"operatingSystem eq \'Windows\'\\"."},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string matched against the device display name"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_directory_audits":{"id":"microsoft_ad_list_directory_audits","name":"List Microsoft Entra ID Directory Audits","description":"List directory audit records showing who changed what in Microsoft Entra ID, such as user creation, group membership changes, and role assignments","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of audit records to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Filterable fields include activityDateTime, activityDisplayName, correlationId, loggedByService, initiatedBy and targetResources. Example: \\"activityDateTime ge 2024-01-01T00:00:00Z\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_directory_role_members":{"id":"microsoft_ad_list_directory_role_members","name":"List Microsoft Entra ID Directory Role Members","description":"List the principals holding an administrator role. Returns up to 1000 members; this endpoint does not support paging.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"directoryRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the directory role. Use List Directory Roles to find it."}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_directory_roles":{"id":"microsoft_ad_list_directory_roles","name":"List Microsoft Entra ID Directory Roles","description":"List the administrator roles that are activated in the tenant, such as Global Administrator and User Administrator. Roles that have never been activated are not returned.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_group_members":{"id":"microsoft_ad_list_group_members","name":"List Azure AD Group Members","description":"List members of a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group ID. Not needed when Next Page is provided to fetch a later page."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of members to return (default 100, max 999)"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_groups":{"id":"microsoft_ad_list_groups","name":"List Azure AD Groups","description":"List groups in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of groups to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"securityEnabled eq true\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter groups by displayName or description"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_service_principal_app_role_assignments":{"id":"microsoft_ad_list_service_principal_app_role_assignments","name":"List Microsoft Entra ID Application Assignments","description":"List every user, group, and service principal assigned to an application, by reading the app role assignments on its service principal. Recently granted or removed assignments can take time to appear.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"servicePrincipalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Object ID of the service principal. Use List Service Principals to find it. Not needed when Next Page is provided to fetch a later page."},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression supporting eq and startswith. Example: \\"principalType eq \'User\'\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_service_principals":{"id":"microsoft_ad_list_service_principals","name":"List Microsoft Entra ID Service Principals","description":"List the enterprise applications and service principals in the tenant, including the app roles each one exposes","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of service principals to return (default and maximum page size is 100)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Example: \\"servicePrincipalType eq \'Application\'\\" or \\"startsWith(displayName, \'Salesforce\')\\"."},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string matched against the service principal display name"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_sign_ins":{"id":"microsoft_ad_list_sign_ins","name":"List Microsoft Entra ID Sign-Ins","description":"List sign-in events from the Microsoft Entra ID sign-in logs, newest first. Requires a Microsoft Entra ID P1 or P2 license. Apply a date filter to keep large queries from timing out.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of sign-ins to return (default and maximum page size is 1000)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Filterable fields include userPrincipalName, userId, appId, appDisplayName, ipAddress, createdDateTime, conditionalAccessStatus, riskState and status/errorCode. Example: \\"createdDateTime ge 2024-01-01T00:00:00Z and status/errorCode ne 0\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_subscribed_skus":{"id":"microsoft_ad_list_subscribed_skus","name":"List Microsoft Entra ID Subscribed SKUs","description":"List the subscription SKUs the tenant owns, including how many license units are prepaid and how many are consumed","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_user_app_role_assignments":{"id":"microsoft_ad_list_user_app_role_assignments","name":"List Microsoft Entra ID User App Role Assignments","description":"List the application role assignments granted to a user, including assignments the user inherits from groups they are a direct member of","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID or user principal name. Not needed when Next Page is provided to fetch a later page."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of assignments to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Filterable fields include id, resourceId and principalDisplayName. Example: \\"resourceId eq 8e881353-1735-45af-af21-ee1344582a4d\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_user_devices":{"id":"microsoft_ad_list_user_devices","name":"List Microsoft Entra ID User Devices","description":"List the devices a user has registered or owns. Devices the caller cannot read are returned with only their ID and the remaining fields null.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID or user principal name. Not needed when Next Page is provided to fetch a later page."},"deviceRelationship":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which devices to list: \\"registered\\" for devices the user registered, or \\"owned\\" for devices the user owns. Defaults to \\"registered\\"."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of devices to return"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_user_licenses":{"id":"microsoft_ad_list_user_licenses","name":"List Microsoft Entra ID User Licenses","description":"List the subscription licenses assigned to a user in Microsoft Entra ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_users":{"id":"microsoft_ad_list_users","name":"List Azure AD Users","description":"List users in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"department eq \'Sales\'\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter users by displayName or mail"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_remove_directory_role_member":{"id":"microsoft_ad_remove_directory_role_member","name":"Remove Microsoft Entra ID Directory Role Member","description":"Revoke an administrator role from a user in Microsoft Entra ID. Removes only the role membership; the user account itself is not deleted.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"directoryRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the directory role. Use List Directory Roles to find it."},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the user to remove the role from"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_remove_group_member":{"id":"microsoft_ad_remove_group_member","name":"Remove Azure AD Group Member","description":"Remove a member from a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to remove"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_remove_user_app_role_assignment":{"id":"microsoft_ad_remove_user_app_role_assignment","name":"Revoke Microsoft Entra ID App Role From User","description":"Revoke an application role assignment from a user, removing their access to that application. 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Cannot be run against your own account.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name whose password should be reset"},"newPassword":{"type":"string","required":false,"visibility":"user-only","description":"The new password. Required for tenants with hybrid password scenarios. Leave empty for a cloud-only password to have Microsoft generate and return one."}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_revoke_sign_in_sessions":{"id":"microsoft_ad_revoke_sign_in_sessions","name":"Revoke Microsoft Entra ID Sign-In Sessions","description":"Invalidate every refresh token and session cookie issued to a user, forcing them to sign in again on all applications and devices. 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For collection-valued navigation properties, provide the target record ID. For single-valued navigation properties, only the navigation property name is needed.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source entity set name (e.g., accounts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source record GUID"},"navigationProperty":{"type":"string","required":true,"visibility":"user-or-llm","description":"Navigation property name (e.g., contact_customer_accounts for collection-valued, or parentcustomerid_account for single-valued)"},"targetRecordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target record GUID (required for collection-valued navigation properties, omit for single-valued)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_download_file":{"id":"microsoft_dataverse_download_file","name":"Download File from Microsoft Dataverse","description":"Download a file from a file or image column on a Dataverse record. 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Actions perform operations with side effects (e.g., Merge, GrantAccess, SendEmail, QualifyLead). For bound actions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action name (e.g., Merge, GrantAccess, SendEmail). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound actions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound actions (e.g., accounts). Leave empty for unbound actions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound actions. Leave empty for unbound or collection-bound actions."},"parameters":{"type":"object","required":false,"visibility":"user-or-llm","description":"Action parameters as a JSON object. For entity references, include @odata.type annotation (e.g., {\\"Target\\": {\\"@odata.type\\": \\"Microsoft.Dynamics.CRM.account\\", \\"accountid\\": \\"...\\"}})"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_execute_function":{"id":"microsoft_dataverse_execute_function","name":"Execute Microsoft Dataverse Function","description":"Execute a bound or unbound Dataverse function. Functions are read-only operations (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount, InitializeFrom). For bound functions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound functions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound functions (e.g., systemusers). Leave empty for unbound functions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound functions. Leave empty for unbound functions."},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Function parameters for the URL. Simple values can be inlined (e.g., \\"LocalizedStandardName=\'Pacific Standard Time\',LocaleId=1033\\"), but values with reserved characters (/ < > * % & : \\\\ ? +) must use parameter aliases: put the alias assignment in parentheses and the alias-to-value bindings after a \\"?\\", e.g. \\"LocalizedStandardName=@p1,LocaleId=@p2?@p1=\'Pacific Standard Time\'&@p2=1033\\". Do not include the enclosing parentheses yourself."}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_fetchxml_query":{"id":"microsoft_dataverse_fetchxml_query","name":"FetchXML Query Microsoft Dataverse","description":"Execute a FetchXML query against a Microsoft Dataverse table. FetchXML supports aggregation, grouping, linked-entity joins, and complex filtering beyond OData capabilities.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"fetchXml":{"type":"string","required":true,"visibility":"user-or-llm","description":"FetchXML query string. Must include <fetch> root element and <entity> child element matching the table logical name."}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_get_entity_metadata":{"id":"microsoft_dataverse_get_entity_metadata","name":"Get Microsoft Dataverse Table Metadata","description":"Retrieve table (entity) and column (attribute) definitions for a Microsoft Dataverse table by its singular logical name. Use this to look up the correct entity set name and column logical names before building record data for other operations.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Singular table logical name to look up (e.g., account, contact)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated table metadata properties to return (OData $select, e.g., LogicalName,DisplayName,EntitySetName,PrimaryIdAttribute)"},"includeAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to also return the column (attribute) definitions for the table"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_get_record":{"id":"microsoft_dataverse_get_record","name":"Get Microsoft Dataverse Record","description":"Retrieve a single record from a Microsoft Dataverse table by its ID. 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Supports OData query options for filtering, selecting columns, ordering, and pagination.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of columns to return (OData $select)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., statecode eq 0)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression (e.g., name asc, createdon desc)"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (OData $top)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Navigation properties to expand (OData $expand)"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to include total record count in response (OData $count)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_search":{"id":"microsoft_dataverse_search","name":"Search Microsoft Dataverse","description":"Perform a full-text relevance search across Microsoft Dataverse tables. Requires Dataverse Search to be enabled on the environment. Supports simple and Lucene query syntax.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"searchTerm":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search text (1-100 chars). Supports simple syntax: + (AND), | (OR), - (NOT), * (wildcard), \\"exact phrase\\""},"entities":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of search entity configs. 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Each record must include its primary key. Only include columns that need to be changed. Recommended batch size: 100-1000 records.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table logical name for @odata.type annotation (e.g., account, contact). Used to set Microsoft.Dynamics.CRM.{entityLogicalName} on each record."},"records":{"type":"object","required":true,"visibility":"user-or-llm","description":"Array of record objects to update. 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Only send the columns you want to change.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier (GUID) of the record to update"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Record data to update as a JSON object with column names as keys"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_upload_file":{"id":"microsoft_dataverse_upload_file","name":"Upload File to Microsoft Dataverse","description":"Upload a file to a file or image column on a Dataverse record. Supports single-request upload for files up to 128 MB. 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Required for SharePoint files. If omitted, uses personal OneDrive."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The range of cells to write to (e.g., \\"Sheet1!A1:B2\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g., [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects"},"valueInputOption":{"type":"string","required":false,"visibility":"user-only","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_excel_write_v2":{"id":"microsoft_excel_write_v2","name":"Write to Microsoft Excel V2","description":"Write data to a specific sheet in a Microsoft Excel spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook to write to (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to write to (e.g., \\"Sheet1\\", \\"Sales Data\\")"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to write to (e.g., \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_planner_create_bucket":{"id":"microsoft_planner_create_bucket","name":"Create Microsoft Planner Bucket","description":"Create a new bucket in a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan where the bucket will be created (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"name":{"type":"string","required":true,"visibility":"user-only","description":"The name of the bucket"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_create_plan":{"id":"microsoft_planner_create_plan","name":"Create Microsoft Planner Plan","description":"Create a new Microsoft Planner plan owned by a Microsoft 365 group","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Microsoft 365 group that will own the plan (e.g., \\"ebf3b108-5234-4e22-b93d-656d7dae5874\\"). The current user must be a member of this group."},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the plan"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_create_task":{"id":"microsoft_planner_create_task","name":"Create Microsoft Planner Task","description":"Create a new task in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan where the task will be created (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the task (e.g., \\"Review quarterly report\\")"},"dueDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"The due date and time for the task in ISO 8601 format (e.g., \\"2025-03-15T17:00:00Z\\")"},"startDateTime":{"type":"string","required":false,"visibility":"user-only","description":"The start date and time for the task in ISO 8601 format (e.g., \\"2025-03-10T09:00:00Z\\")"},"priority":{"type":"number","required":false,"visibility":"user-only","description":"The priority of the task (0-10, where 0 is urgent and 10 is low)"},"percentComplete":{"type":"number","required":false,"visibility":"user-only","description":"The percentage of task completion (0-100)"},"assigneeUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID to assign the task to (e.g., \\"e82f74c3-4d8a-4b5c-9f1e-2a6b8c9d0e3f\\")"},"bucketId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bucket ID to place the task in (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"appliedCategories":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated category labels to apply to the task, e.g. \\"category1,category3\\" (up to category1-category25, plan-defined color labels)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_delete_bucket":{"id":"microsoft_planner_delete_bucket","name":"Delete Microsoft Planner Bucket","description":"Delete a bucket from Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to delete (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the bucket to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_delete_plan":{"id":"microsoft_planner_delete_plan","name":"Delete Microsoft Planner Plan","description":"Delete a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to delete (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_delete_task":{"id":"microsoft_planner_delete_task","name":"Delete Microsoft Planner Task","description":"Delete a task from Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task to delete (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_get_plan_details":{"id":"microsoft_planner_get_plan_details","name":"Get Microsoft Planner Plan Details","description":"Get detailed information about a plan including category descriptions and sharing","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_get_task_details":{"id":"microsoft_planner_get_task_details","name":"Get Microsoft Planner Task Details","description":"Get detailed information about a task including checklist and references","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_list_buckets":{"id":"microsoft_planner_list_buckets","name":"List Microsoft Planner Buckets","description":"List all buckets in a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_list_plans":{"id":"microsoft_planner_list_plans","name":"List Microsoft Planner Plans","description":"List all plans shared with the current user","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_read_bucket":{"id":"microsoft_planner_read_bucket","name":"Read Microsoft Planner Bucket","description":"Get details of a specific bucket","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to retrieve (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_read_plan":{"id":"microsoft_planner_read_plan","name":"Read Microsoft Planner Plan","description":"Get details of a specific Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to retrieve (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_read_task":{"id":"microsoft_planner_read_task","name":"Read Microsoft Planner Tasks","description":"Read tasks from Microsoft Planner - get all user tasks or all tasks from a specific plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the plan to get tasks from, if not provided gets all user tasks (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the task to get (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_bucket":{"id":"microsoft_planner_update_bucket","name":"Update Microsoft Planner Bucket","description":"Update a bucket in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to update (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"name":{"type":"string","required":false,"visibility":"user-only","description":"The new name of the bucket"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the bucket to update (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_plan":{"id":"microsoft_planner_update_plan","name":"Update Microsoft Planner Plan","description":"Rename a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to update (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan to update (If-Match header)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new title of the plan"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_plan_details":{"id":"microsoft_planner_update_plan_details","name":"Update Microsoft Planner Plan Details","description":"Update a plan\'s category (color label) descriptions and shared-with user list in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan details to update (If-Match header)"},"categoryDescriptions":{"type":"object","required":false,"visibility":"user-only","description":"Category label names as a JSON object, e.g. {\\"category1\\": \\"Blocked\\", \\"category2\\": \\"At Risk\\"}. Set a value to null to clear a label."},"sharedWith":{"type":"object","required":false,"visibility":"user-only","description":"User IDs to share the plan with as a JSON object, e.g. {\\"<user-id>\\": true}. Set a value to false to unshare."}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_task":{"id":"microsoft_planner_update_task","name":"Update Microsoft Planner Task","description":"Update a task in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task to update (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to update (If-Match header)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new title of the task (e.g., \\"Review quarterly report\\")"},"bucketId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bucket ID to move the task to (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"dueDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"The due date and time for the task in ISO 8601 format (e.g., \\"2025-03-15T17:00:00Z\\")"},"startDateTime":{"type":"string","required":false,"visibility":"user-only","description":"The start date and time for the task (ISO 8601 format)"},"percentComplete":{"type":"number","required":false,"visibility":"user-only","description":"The percentage of task completion (0-100)"},"priority":{"type":"number","required":false,"visibility":"user-only","description":"The priority of the task (0-10)"},"assigneeUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID to assign the task to (e.g., \\"e82f74c3-4d8a-4b5c-9f1e-2a6b8c9d0e3f\\")"},"appliedCategories":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated category labels to apply to the task, e.g. \\"category1,category3\\" (up to category1-category25, plan-defined color labels)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_task_details":{"id":"microsoft_planner_update_task_details","name":"Update Microsoft Planner Task Details","description":"Update task details including description, checklist items, and references in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task details to update (If-Match header)"},"description":{"type":"string","required":false,"visibility":"user-only","description":"The description of the task"},"checklist":{"type":"object","required":false,"visibility":"user-only","description":"Checklist items as a JSON object"},"references":{"type":"object","required":false,"visibility":"user-only","description":"References as a JSON object"},"previewType":{"type":"string","required":false,"visibility":"user-only","description":"Preview type: automatic, noPreview, checklist, description, or reference"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_teams_delete_channel_message":{"id":"microsoft_teams_delete_channel_message","name":"Delete Microsoft Teams Channel Message","description":"Soft delete a message in a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings or channel info)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel containing the message (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_delete_chat_message":{"id":"microsoft_teams_delete_chat_message","name":"Delete Microsoft Teams Chat Message","description":"Soft delete a message in a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat containing the message (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_get_message":{"id":"microsoft_teams_get_message","name":"Get Microsoft Teams Message","description":"Get a specific message from a Microsoft Teams chat or channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID)"},"channelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the channel for channel messages (e.g., \\"19:abc123def456@thread.tacv2\\")"},"chatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the chat for chat messages (e.g., \\"19:abc123def456@thread.v2\\")"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to retrieve (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_channel_members":{"id":"microsoft_teams_list_channel_members","name":"List Microsoft Teams Channel Members","description":"List all members of a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_channels":{"id":"microsoft_teams_list_channels","name":"List Microsoft Teams Channels","description":"List all channels in a Microsoft Teams team","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_chat_members":{"id":"microsoft_teams_list_chat_members","name":"List Microsoft Teams Chat Members","description":"List all members of a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_chats":{"id":"microsoft_teams_list_chats","name":"List Microsoft Teams Chats","description":"List the Microsoft Teams chats the current user is part of","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_team_members":{"id":"microsoft_teams_list_team_members","name":"List Microsoft Teams Team Members","description":"List all members of a Microsoft Teams team","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_teams":{"id":"microsoft_teams_list_teams","name":"List Microsoft Teams","description":"List the Microsoft Teams the current user is a direct member of","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_read_channel":{"id":"microsoft_teams_read_channel","name":"Read Microsoft Teams Channel","description":"Read content from a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team to read from (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel to read from (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-only","description":"Download and include message attachments (hosted contents) into storage"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_read_chat":{"id":"microsoft_teams_read_chat","name":"Read Microsoft Teams Chat","description":"Read content from a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat to read from (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-only","description":"Download and include message attachments (hosted contents) into storage"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_reply_to_message":{"id":"microsoft_teams_reply_to_message","name":"Reply to Microsoft Teams Channel Message","description":"Reply to an existing message in a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings or channel info)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to reply to (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The reply content (plain text or HTML formatted message)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_set_reaction":{"id":"microsoft_teams_set_reaction","name":"Add Reaction to Microsoft Teams Message","description":"Add an emoji reaction to a message in Microsoft Teams","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID)"},"channelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the channel for channel messages (e.g., \\"19:abc123def456@thread.tacv2\\")"},"chatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the chat for chat messages (e.g., \\"19:abc123def456@thread.v2\\")"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to react to (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"reactionType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The emoji reaction (e.g., ❤️, 👍, 😊)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_unset_reaction":{"id":"microsoft_teams_unset_reaction","name":"Remove Reaction from Microsoft Teams Message","description":"Remove an emoji reaction from a message in Microsoft Teams","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - 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If omitted, the drive root is used."},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive to list from. Required for SharePoint. If omitted, uses the personal OneDrive."},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to request from Microsoft Graph (1-200, default 50)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s nextPageToken, used to fetch the next page"}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"microsoft_word_read":{"id":"microsoft_word_read","name":"Read Microsoft Word Document","description":"Read the text content of a Microsoft Word (.docx) document stored in OneDrive or SharePoint.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Graph API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The drive item ID of the Word document to read"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the document. Required for SharePoint. If omitted, uses the personal OneDrive."}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"microsoft_word_replace_text":{"id":"microsoft_word_replace_text","name":"Replace Text in Microsoft Word Document","description":"Find and replace text throughout a Microsoft Word (.docx) document, including its headers and footers. Use this to fill placeholders in a template document. Fails rather than overwriting if someone else changed the document while the edit was in flight.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Graph API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The drive item ID of the Word document to edit"},"findText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The literal text to find (e.g., \\"{{customer_name}}\\"). Matched as plain text, not a pattern, and never across a paragraph break."},"replaceText":{"type":"string","required":false,"visibility":"user-or-llm","description":"The text to substitute for each match. Omit to delete the matched text."},"matchCase":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether matching is case-sensitive. Defaults to false."},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the document. Required for SharePoint. If omitted, uses the personal OneDrive."}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"microsoft_word_update":{"id":"microsoft_word_update","name":"Update Microsoft Word Document","description":"Replace the entire contents of an existing Microsoft Word (.docx) document with new text. The previous content and its formatting are discarded — use Append to add to a document instead.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Graph API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The drive item ID of the Word document to replace"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new text content of the document. Markdown headings (# ## ###), bullets (- item), and inline **bold** / *italic* are converted to Word formatting; every other line becomes a paragraph."},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the document. Required for SharePoint. If omitted, uses the personal OneDrive."}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"millionverifier_get_credits":{"id":"millionverifier_get_credits","name":"MillionVerifier Get Credits","description":"Retrieve the remaining verification credits for the authenticated account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"MillionVerifier API Key"}},"hostedApiKey":"none"},"millionverifier_verify_email":{"id":"millionverifier_verify_email","name":"MillionVerifier Verify Email","description":"Verify the deliverability of an email address. 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Overrides Message when provided."},"fp":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fingerprint identifier for tracking conversation sessions (default \\"anonymous\\")"},"threadId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread ID from a previous response, to continue the same conversation"},"retrievalPageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of documentation search results used to generate the response"},"currentPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"Path of the page the user is currently viewing, for more relevant answers (max 200 characters)"},"version":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter retrieval by documentation version"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter retrieval by content language"},"groups":{"type":"json","required":false,"visibility":"user-or-llm","description":"Group identifiers to filter retrieval by, as a JSON array of strings"},"assistantContext":{"type":"json","required":false,"visibility":"user-or-llm","description":"Contextual snippets for the assistant, as a JSON array of objects with type (\\"code\\" or \\"textSelection\\"), value, and optional path and elementId"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mintlify assistant API key (starts with mint_dsc_)"}},"hostedApiKey":"none"},"mintlify_detect_ai_prose":{"id":"mintlify_detect_ai_prose","name":"Mintlify Detect AI-Sounding Prose","description":"Analyze a documentation page for AI-generated prose and return flagged passages with suggested human rewrites. 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GPT Image models: auto, 1024x1024, 1536x1024, or 1024x1536. gpt-image-2 also supports 2560x1440 and 3840x2160."},"quality":{"type":"string","required":false,"visibility":"user-or-llm","description":"Quality. dall-e-3: standard|hd. GPT Image models: auto|low|medium|high"},"style":{"type":"string","required":false,"visibility":"user-or-llm","description":"The style of the image (vivid or natural), only for dall-e-3"},"background":{"type":"string","required":false,"visibility":"user-or-llm","description":"Background for GPT Image models: auto|transparent|opaque"},"outputFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output image format (png, jpeg, webp), only for GPT Image models"},"moderation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Moderation level (auto or low), only for GPT Image models"},"n":{"type":"number","required":false,"visibility":"hidden","description":"Reserved for legacy callers. 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The join URL depends on the meeting providers the mailbox allows (Teams on work/school accounts); personal accounts have no supported provider, so onlineMeeting.joinUrl stays null there."}},"oauth":{"required":true,"provider":"outlook"},"hostedApiKey":"none"},"outlook_calendar_delete_event":{"id":"outlook_calendar_delete_event","name":"Outlook Delete Calendar Event","description":"Delete an Outlook calendar event by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to delete"}},"oauth":{"required":true,"provider":"outlook"},"hostedApiKey":"none"},"outlook_calendar_get_event":{"id":"outlook_calendar_get_event","name":"Outlook Get Calendar Event","description":"Get a single Outlook calendar event by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to retrieve"}},"oauth":{"required":true,"provider":"outlook"},"hostedApiKey":"none"},"outlook_calendar_list_events":{"id":"outlook_calendar_list_events","name":"Outlook List Calendar Events","description":"List Outlook calendar events within a start/end time window","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"calendarId":{"type":"string","required":false,"visibility":"user-only","description":"ID of the calendar to read. 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A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_company_similar_companies":{"id":"pitchbook_company_similar_companies","name":"PitchBook Similar Companies","description":"Retrieve companies PitchBook scores as similar to a given company, flagging which are direct competitors","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_social_analytics":{"id":"pitchbook_company_social_analytics","name":"PitchBook Company Social Analytics","description":"Retrieve web and social growth and size metrics for a company, with percentile ranks","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"compare":{"type":"string","required":false,"visibility":"user-or-llm","description":"Benchmark the signals against a peer set: SIMILAR_COMPANIES, INDUSTRY, VERTICALS, or ALL_COMPANIES"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_updates":{"id":"pitchbook_company_updates","name":"PitchBook Company Updates","description":"Check which company datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_vc_exit_predictions":{"id":"pitchbook_company_vc_exit_predictions","name":"PitchBook VC Exit Predictions","description":"Retrieve PitchBook machine-learning exit predictions for a VC-backed company. Requires at least two funding rounds in the past six years.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_contracts_history":{"id":"pitchbook_contracts_history","name":"PitchBook Contracts History","description":"Retrieve the API contracts on the account with their pricing model, term, and credit balances","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"activeContract":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set true for only active contracts, false for only past ones. Omit to return every contract."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_cost_of_calls":{"id":"pitchbook_cost_of_calls","name":"PitchBook Cost of Calls","description":"Retrieve the credit cost of every API endpoint under a given pricing model, for first-time and refresh calls","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pricingModel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pricing model to price against: SUBSCRIPTION or PAY_PER_CALL"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_history":{"id":"pitchbook_credit_history","name":"PitchBook Credit History","description":"Retrieve API credit usage and remaining balance per contract, for up to the last 90 days","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news":{"id":"pitchbook_credit_news","name":"PitchBook Credit News Article","description":"Retrieve one credit analysis article in full, including its body text, authors, topics, and the issuer, lender, and sponsor it covers","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Credit news article ID, e.g. 1312103. Article IDs come from a credit news search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news_bulk":{"id":"pitchbook_credit_news_bulk","name":"PitchBook Credit News Bulk","description":"Retrieve many credit analysis articles in full in a single call, reporting which IDs were found, missing, or duplicated","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"articleIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Credit news article IDs to fetch, e.g. [11041384, 2142401]","items":{"type":"number","description":"Credit news article ID"}},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news_most_recent":{"id":"pitchbook_credit_news_most_recent","name":"PitchBook Most Recent Credit News","description":"Retrieve the most recently published credit analysis articles and their descriptions, without article bodies","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1. Increment it to reach older articles."},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page, between 1 and 250. Defaults to 25."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news_search":{"id":"pitchbook_credit_news_search","name":"PitchBook Credit News Search","description":"Search PitchBook credit analysis news by author, region, asset class, topic, issuer, lender, sponsor, and date","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"authors":{"type":"string","required":false,"visibility":"user-or-llm","description":"Article author name. Separate multiple values with a comma."},"regions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Region the article covers: United States or Europe."},"assetClasses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Asset class the article covers. Separate multiple values with a comma."},"topics":{"type":"string","required":false,"visibility":"user-or-llm","description":"Topic the article covers. Separate multiple values with a comma."},"issuer":{"type":"string","required":false,"visibility":"user-or-llm","description":"Issuer name. Separate multiple values with a comma."},"lender":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lender name. Separate multiple values with a comma."},"sponsor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sponsor name. Separate multiple values with a comma."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Publication date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page, between 1 and 250. Defaults to 25."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_bio":{"id":"pitchbook_deal_bio","name":"PitchBook Deal Bio","description":"Retrieve the summary of a deal: company, date, size, status, type, and which detail datasets are available for it","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_cap_table_history":{"id":"pitchbook_deal_cap_table_history","name":"PitchBook Deal Cap Table History","description":"Retrieve the cap table as of a deal, one row per stock series with its terms and ownership","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_debt_lenders":{"id":"pitchbook_deal_debt_lenders","name":"PitchBook Deal Debt and Lenders","description":"Retrieve the debt raised in a deal and the lenders behind it, with rate, maturity, seniority, and covenant terms","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_detailed":{"id":"pitchbook_deal_detailed","name":"PitchBook Deal Detailed","description":"Retrieve the full detail of a deal: synopsis, percent acquired, round, invested capital, ownership, debt, and stock split","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_investors":{"id":"pitchbook_deal_investors","name":"PitchBook Deal Investors","description":"Retrieve the investors, sellers, and exiting investors on a deal, including who led it","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_multiples":{"id":"pitchbook_deal_multiples","name":"PitchBook Deal Multiples","description":"Retrieve the valuation multiples for a deal against revenue, EBITDA, EBIT, cash flow, and net income","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_search":{"id":"pitchbook_deal_search","name":"PitchBook Deal Search","description":"Search PitchBook for deals by company, investor, deal type, size, date, and valuation","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"companyNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated company names, PitchBook IDs, websites, or tickers"},"investorNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated investor names, PitchBook IDs, websites, or tickers"},"keywords":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keywords associated with the companies involved"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country of the companies involved (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook industry code of the companies involved"},"verticals":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook vertical code of the companies involved"},"dealType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook deal type code (e.g. evc for early-stage VC)"},"dealStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal status code, distinguishing completed, failed, and upcoming deals"},"dealSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal size in millions. Use >100, <100, or 10^100 for a range"},"dealDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"postValuation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Post-money valuation in millions. Use >100, <100, or 10^100 for a range"},"revenue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Revenue of the companies involved in millions. Use >100, <100, or 10^100 for a range"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_deal_service_providers":{"id":"pitchbook_deal_service_providers","name":"PitchBook Deal Service Providers","description":"Retrieve the service providers that worked on a deal and which party each represented","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_stock_info":{"id":"pitchbook_deal_stock_info","name":"PitchBook Deal Stock Info","description":"Retrieve the share terms of a deal: price per share, shares acquired, and the preference, dividend, and voting rights attached","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_tranche_info":{"id":"pitchbook_deal_tranche_info","name":"PitchBook Deal Tranche Info","description":"Retrieve the tranches a deal was funded in, with each tranche date, size, and investors","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_updates":{"id":"pitchbook_deal_updates","name":"PitchBook Deal Updates","description":"Check which deal datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_valuation":{"id":"pitchbook_deal_valuation","name":"PitchBook Deal Valuation","description":"Retrieve the pre-money and post-money valuation recorded for a deal","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_affiliates":{"id":"pitchbook_entity_affiliates","name":"PitchBook Entity Affiliates","description":"Retrieve the affiliated entities linked to an entity and how each is related","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_locations":{"id":"pitchbook_entity_locations","name":"PitchBook Entity Locations","description":"Retrieve the headquarters and every alternate office on record for an entity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_news":{"id":"pitchbook_entity_news","name":"PitchBook Entity News","description":"Retrieve recent news articles PitchBook has associated with an entity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Publication window, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many days back to pull news for (e.g. 20)"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_people":{"id":"pitchbook_entity_people","name":"PitchBook Entity People","description":"Retrieve the people at an entity: primary contact, current and former team, and current and former board members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_updates":{"id":"pitchbook_entity_updates","name":"PitchBook Entity Updates","description":"Check which entity datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_active_investments":{"id":"pitchbook_fund_active_investments","name":"PitchBook Fund Active Investments","description":"Retrieve only the portfolio positions a fund still holds","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_benchmark":{"id":"pitchbook_fund_benchmark","name":"PitchBook Fund Benchmark","description":"Retrieve the peer benchmark for a fund: benchmark IRR, DPI, TVPI, RVPI, and the funds it is drawn from","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_bio":{"id":"pitchbook_fund_bio","name":"PitchBook Fund Bio","description":"Retrieve the profile of a fund: managers, vintage, status, type, size, target, location, and team","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F and come from a fund search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_cash_flows":{"id":"pitchbook_fund_cash_flows","name":"PitchBook Fund Cash Flows","description":"Retrieve contributed, distributed, and remaining value for a fund as of a specific quarter","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"period":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reporting quarter to fetch, formatted as quarter then year, e.g. 4Q2018"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_commitments":{"id":"pitchbook_fund_commitments","name":"PitchBook Fund Commitments","description":"Retrieve the limited partners committed to a fund, with commitment date, size, status, and type","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F and come from a fund search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_investment_preferences":{"id":"pitchbook_fund_investment_preferences","name":"PitchBook Fund Investment Preferences","description":"Retrieve what a fund targets: check size, valuation, geography, industry, vertical, and deal type preferences","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_investments":{"id":"pitchbook_fund_investments","name":"PitchBook Fund Investments","description":"Retrieve every investment a fund has made, active and exited, with the deals that opened and closed each position","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_performance":{"id":"pitchbook_fund_performance","name":"PitchBook Fund Performance","description":"Retrieve the most recent reported returns for a fund: IRR, DPI, RVPI, TVPI, NAV, and benchmark quartile","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F and come from a fund search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_search":{"id":"pitchbook_fund_search","name":"PitchBook Fund Search","description":"Search PitchBook for funds by manager, type, size, vintage, and performance","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"fundNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fund names or PitchBook fund IDs"},"investorNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated names or PitchBook IDs of the fund managers"},"fundType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook fund type code"},"fundSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fund size in millions. Use >500, <500, or 1^5000 for a range"},"dryPowder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dry powder in millions. Use >500, <500, or 1^500 for a range"},"vintage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Vintage year. Use >2015, <2015, or 2015^2020 for a range"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the fund is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the fund is located in (e.g. USA)"},"irr":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal rate of return as a percentage. Use >20, <20, or 10^20 for a range"},"tvpi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Total value to paid-in multiple. Use >2, <2, or 1^2 for a range"},"dpi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Distributions to paid-in multiple. Use >1, <1, or 1^2 for a range"},"industryPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred industry codes the fund targets"},"geographicalPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred geography codes the fund targets"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_fund_team":{"id":"pitchbook_fund_team","name":"PitchBook Fund Team","description":"Retrieve the active and former people on a fund team","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_updates":{"id":"pitchbook_fund_updates","name":"PitchBook Fund Updates","description":"Check which fund datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_active_investments":{"id":"pitchbook_investor_active_investments","name":"PitchBook Investor Active Investments","description":"Retrieve only the positions an investor still holds","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_bio":{"id":"pitchbook_investor_bio","name":"PitchBook Investor Bio","description":"Retrieve the core profile of an investor: names, description, HQ, type, AUM, dry powder, and headcount","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_board_seats":{"id":"pitchbook_investor_board_seats","name":"PitchBook Investor Board Seats","description":"Retrieve the board seats an investor holds and previously held across its portfolio","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_deal_service_providers":{"id":"pitchbook_investor_deal_service_providers","name":"PitchBook Investor Deal Service Providers","description":"Retrieve the service providers that worked on an investor deals, and what each was hired for","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_funds":{"id":"pitchbook_investor_funds","name":"PitchBook Investor Funds","description":"Retrieve the funds an investor manages, with open and closed counts and the min, median, and max fund size","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_general_service_providers":{"id":"pitchbook_investor_general_service_providers","name":"PitchBook Investor General Service Providers","description":"Retrieve the current and former general service providers engaged by an investor","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_investments":{"id":"pitchbook_investor_investments","name":"PitchBook Investor Investments","description":"Retrieve every investment an investor has made, active and exited, with the deals that opened and closed each position","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_last_closed_fund":{"id":"pitchbook_investor_last_closed_fund","name":"PitchBook Investor Last Closed Fund","description":"Retrieve the most recently closed fund raised by an investor, with its size, type, and vintage","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_preferences":{"id":"pitchbook_investor_preferences","name":"PitchBook Investor Preferences","description":"Retrieve what an investor targets: check size, deal size, valuation, revenue, geography, industry, and deal type preferences","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_search":{"id":"pitchbook_investor_search","name":"PitchBook Investor Search","description":"Search PitchBook for investors by type, location, assets under management, fund profile, and deal activity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"investorNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated investor names, PitchBook IDs, websites, or tickers"},"investorType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook investor type code (e.g. LP_BI, LP_E)"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the investor is located in"},"stateProvince":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province the investor is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the investor is located in (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"aum":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assets under management in millions. Use >1000, <1000, or 100^1000 for a range"},"dryPowder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dry powder in millions. Use >500, <500, or 1^500 for a range"},"fundType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook fund type code of the investor funds"},"fundSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fund size in millions. Use >500, <500, or 1^500 for a range"},"dealType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook deal type code the investor has participated in"},"dealDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"dealSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal size in millions. Use >100, <100, or 10^100 for a range"},"preferredDealTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred deal type codes the investor targets"},"industryPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred industry codes the investor targets"},"geographicalPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred geography codes the investor targets"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_investor_updates":{"id":"pitchbook_investor_updates","name":"PitchBook Investor Updates","description":"Check which investor datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_actual_allocations":{"id":"pitchbook_limited_partner_actual_allocations","name":"PitchBook Limited Partner Actual Allocations","description":"Retrieve a limited partner reported asset allocation across cash, equities, fixed income, private equity, real estate, and alternatives","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_bio":{"id":"pitchbook_limited_partner_bio","name":"PitchBook Limited Partner Bio","description":"Retrieve the profile of a limited partner: names, description, type, assets under management, and staff","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50. Use a limited partner search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_commitment_aggregates":{"id":"pitchbook_limited_partner_commitment_aggregates","name":"PitchBook Limited Partner Commitment Aggregates","description":"Retrieve a limited partner commitments rolled up by fund type, both active and all-time","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_commitment_preferences":{"id":"pitchbook_limited_partner_commitment_preferences","name":"PitchBook Limited Partner Commitment Preferences","description":"Retrieve what a limited partner commits to: preferred commitment size, fund types, and geographies","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_commitments_detailed":{"id":"pitchbook_limited_partner_commitments_detailed","name":"PitchBook Limited Partner Commitments","description":"Retrieve every fund commitment a limited partner has made, with date, size, status, and the managers behind each fund","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_search":{"id":"pitchbook_limited_partner_search","name":"PitchBook Limited Partner Search","description":"Search PitchBook for limited partners by type, location, assets under management, and commitment activity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"limitedPartnerNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated limited partner names or PitchBook IDs"},"limitedPartnerType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook limited partner type code"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the limited partner is located in"},"stateProvince":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province the limited partner is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the limited partner is located in (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"aum":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assets under management in millions. Use >1000, <1000, or 100^1000 for a range"},"numberOfCommitments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of fund commitments. Use >1000, <1000, or 10^100 for a range"},"commitmentSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commitment size in millions. Use >100, <100, or 10^100 for a range"},"commitmentDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commitment date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"fundType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook fund type code the limited partner commits to"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_limited_partner_service_providers":{"id":"pitchbook_limited_partner_service_providers","name":"PitchBook Limited Partner Service Providers","description":"Retrieve the current and former service providers engaged by a limited partner","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_target_allocations":{"id":"pitchbook_limited_partner_target_allocations","name":"PitchBook Limited Partner Target Allocations","description":"Retrieve a limited partner target allocation ranges per asset class, in both value and percentage terms","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_updates":{"id":"pitchbook_limited_partner_updates","name":"PitchBook Limited Partner Updates","description":"Check which limited partner datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_lookup_table_structure":{"id":"pitchbook_lookup_table_structure","name":"PitchBook Lookup Table Structure","description":"List the lookup tables backing the search endpoints. Use this to find which table holds the codes a search filter expects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_lookup_tables":{"id":"pitchbook_lookup_tables","name":"PitchBook Lookup Tables","description":"Retrieve the codes in one or more lookup tables. These are the codes the search filters expect, such as INDUSTRY or VERTICAL.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"tableNames":{"type":"string","required":true,"visibility":"user-or-llm","description":"Lookup tables to return, e.g. INDUSTRY or VERTICAL. Separate multiple names with a comma. Use the lookup table structure operation to see what is available."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_patent_detailed":{"id":"pitchbook_patent_detailed","name":"PitchBook Patent Detail","description":"Retrieve the full record for a single patent: title, status, dates, assignees, inventors, citations, and claim counts","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Patent ID, e.g. EP-3167426-B1. Patent IDs come from a patent search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_patent_search":{"id":"pitchbook_patent_search","name":"PitchBook Patent Search","description":"Search the patents held by a company by status, filing and publication date, authority, and CPC classification","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Patent status: Active, Pending, or Inactive. Separate multiple values with a comma."},"publicationDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Publication date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range."},"firstFilingDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"First filing date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range."},"filingAuthorityLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filing authority location, e.g. EP or US. Separate multiple values with a comma."},"cpcSectionCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"CPC section code. Separate multiple values with a comma."},"cpcClassCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"CPC class code. Separate multiple values with a comma."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_people_search":{"id":"pitchbook_people_search","name":"PitchBook People Search","description":"Search PitchBook for people by name, employer, position, education, and location","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"personNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated person names or PitchBook person IDs"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the person"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the person"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the person"},"firmNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated firm names, PitchBook IDs, websites, or tickers the person is associated with"},"firmType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook firm type code of the associated firm"},"positionLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated position level codes (e.g. CEO, CFO, CIO)"},"positionTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Position title to match (e.g. Chief Executive Officer)"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department code the person works in"},"university":{"type":"string","required":false,"visibility":"user-or-llm","description":"University the person attended"},"biography":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keywords appearing in the person biography"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the person is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the person is located in (e.g. USA)"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook industry code of the associated firm"},"verticals":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook vertical code of the associated firm"},"primaryPositionOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only match the person primary position rather than any position they hold"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_person_bio":{"id":"pitchbook_person_bio","name":"PitchBook Person Bio","description":"Retrieve the profile of a person: name, biography, LinkedIn, primary employer, position, and office","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook person ID, e.g. 53503-66P. Person IDs end in P and come from a people search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_person_contact":{"id":"pitchbook_person_contact","name":"PitchBook Person Contact","description":"Retrieve the direct contact details on file for a person","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook person ID, e.g. 53503-66P. Person IDs end in P and come from a people search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_person_education_work":{"id":"pitchbook_person_education_work","name":"PitchBook Person Education and Work","description":"Retrieve a person full history: education, company roles, board seats, deal roles, and fund roles","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook person ID, e.g. 53503-66P. Person IDs end in P and come from a people search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_sandbox_entities":{"id":"pitchbook_sandbox_entities","name":"PitchBook Sandbox Entities","description":"List the entities a sandbox API key is allowed to query, so test workflows have real IDs to run against","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity type to list: COMPANIES, INVESTORS, LIMITED_PARTNERS, SERVICE_PROVIDERS, PEOPLE, DEALS, or FUNDS. The matching array on the response is named after it, so COMPANIES returns a companies array."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_search":{"id":"pitchbook_search","name":"PitchBook Search","description":"Search across every PitchBook entity type at once by name, PitchBook ID, website, or ticker. Use this to resolve a company, investor, or fund to its PitchBook ID before calling a profile operation.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"What to look up: an entity name, a PitchBook ID, a website, a ticker, or an exchange-qualified ticker. Names and websites match partially once the term is long enough; IDs and tickers match exactly."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"}},"hostedApiKey":"none"},"pitchbook_service_provider_bio":{"id":"pitchbook_service_provider_bio","name":"PitchBook Service Provider Bio","description":"Retrieve the profile of a service provider: names, types, description, and how many companies, deals, investors, funds, and limited partners it has serviced","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75. Use a service provider search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_service_provider_search":{"id":"pitchbook_service_provider_search","name":"PitchBook Service Provider Search","description":"Search PitchBook for service providers by type, location, and the deals they have worked on","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"serviceProviderNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated service provider names or PitchBook IDs"},"serviceProviderType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook service provider type code"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the service provider is located in"},"stateProvince":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province the service provider is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the service provider is located in (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"numberOfDeals":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of deals worked on. Use >50, <50, or 10^50 for a range"},"dealType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook deal type code of the deals worked on"},"dealDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"dealSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal size in millions. Use >450, <450, or 10^450 for a range"},"serviceTypesOnDeal":{"type":"string","required":false,"visibility":"user-or-llm","description":"Service type codes provided on the deal"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_service_provider_updates":{"id":"pitchbook_service_provider_updates","name":"PitchBook Service Provider Updates","description":"Check which service provider datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_companies":{"id":"pitchbook_serviced_companies","name":"PitchBook Serviced Companies","description":"Retrieve the companies a service provider currently and formerly serves","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_deals":{"id":"pitchbook_serviced_deals","name":"PitchBook Serviced Deals","description":"Retrieve the deals a service provider worked on and what it was hired for on each","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_funds":{"id":"pitchbook_serviced_funds","name":"PitchBook Serviced Funds","description":"Retrieve the funds a service provider has worked with and the service provided to each","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_investors":{"id":"pitchbook_serviced_investors","name":"PitchBook Serviced Investors","description":"Retrieve the investors a service provider currently and formerly serves","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_limited_partners":{"id":"pitchbook_serviced_limited_partners","name":"PitchBook Serviced Limited Partners","description":"Retrieve the limited partners a service provider currently and formerly serves","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_shared_search":{"id":"pitchbook_shared_search","name":"PitchBook Shared Search","description":"Extract the names and PitchBook IDs behind an Advanced Search shared from the PitchBook platform, using the search ID and hash from the shared link","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity type the shared search returns: COMPANIES, DEALS, INVESTORS, SERVICE_PROVIDERS, LIMITED_PARTNERS, PEOPLE, ENTITY_MANAGEMENT, or FUNDS"},"searchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search ID from the shared link, the path segment after /search/ (e.g. 8e6bd17e-dea5-4eca-8143-dddb2ab623a0)"},"hash":{"type":"string","required":true,"visibility":"user-or-llm","description":"Hash query parameter from the shared link"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_usage_report":{"id":"pitchbook_usage_report","name":"PitchBook Usage Report","description":"Retrieve how many API calls were made and how many credits they charged, for up to the last 90 days","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"polymarket_get_activity":{"id":"polymarket_get_activity","name":"Get Activity from Polymarket","description":"Retrieve on-chain activity for a user including trades, splits, merges, redemptions, rewards, and conversions","version":"1.0.0","params":{"user":{"type":"string","required":true,"description":"User wallet address (0x-prefixed)","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Maximum results to return (e.g., \\"50\\"). Default: 100, max: 500.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"100\\"). Default: 0, max: 10000.","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Comma-separated condition IDs (e.g., \\"0x1234...abcd,0x5678...efgh\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Comma-separated event IDs (e.g., \\"12345,67890\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"type":{"type":"string","required":false,"description":"Activity type filter: TRADE, SPLIT, MERGE, REDEEM, REWARD, CONVERSION, MAKER_REBATE, REFERRAL_REWARD","visibility":"user-or-llm"},"start":{"type":"number","required":false,"description":"Start timestamp (Unix seconds)","visibility":"user-or-llm"},"end":{"type":"number","required":false,"description":"End timestamp (Unix seconds)","visibility":"user-or-llm"},"sortBy":{"type":"string","required":false,"description":"Sort field: TIMESTAMP, TOKENS, or CASH (default: TIMESTAMP)","visibility":"user-or-llm"},"sortDirection":{"type":"string","required":false,"description":"Sort direction: ASC or DESC (default: DESC)","visibility":"user-or-llm"},"side":{"type":"string","required":false,"description":"Trade side filter: BUY or SELL (only applies to trades)","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_event":{"id":"polymarket_get_event","name":"Get Event from Polymarket","description":"Retrieve details of a specific event by ID or slug","version":"1.0.0","params":{"eventId":{"type":"string","required":false,"description":"The numeric event ID (e.g., \\"12345\\"). Required if slug is not provided.","visibility":"user-or-llm"},"slug":{"type":"string","required":false,"description":"The event slug (e.g., \\"2024-presidential-election\\"). URL-friendly identifier. Required if eventId is not provided.","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_events":{"id":"polymarket_get_events","name":"Get Events from Polymarket","description":"Retrieve a list of events from Polymarket with optional filtering","version":"1.0.0","params":{"closed":{"type":"string","required":false,"description":"Filter by closed status (true/false). Use false for open events only.","visibility":"user-or-llm"},"order":{"type":"string","required":false,"description":"Sort field (e.g., volume, liquidity, startDate, endDate, createdAt)","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"tagId":{"type":"string","required":false,"description":"Filter by tag ID","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). 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Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the cohort (optional - PostHog will use \\"Untitled cohort\\" if not provided)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the cohort"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of filter configuration for the cohort"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of query configuration for the cohort"},"is_static":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the cohort is static (default: false)","default":false},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of groups that define the cohort"}},"hostedApiKey":"none"},"posthog_create_dashboard":{"id":"posthog_create_dashboard","name":"PostHog Create Dashboard","description":"Create a new dashboard in PostHog. Optionally seed it from a built-in template, then attach insights to it afterward.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new dashboard"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the dashboard"},"pinned":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to pin the dashboard to the sidebar"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the dashboard"},"useTemplate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of a built-in PostHog dashboard template to seed this dashboard from (e.g., \\"Product analytics\\")"}},"hostedApiKey":"none"},"posthog_create_experiment":{"id":"posthog_create_experiment","name":"PostHog Create Experiment","description":"Create a new experiment in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Experiment name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment description"},"featureFlagKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Feature flag key to use for the experiment"},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment parameters as JSON string"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment filters as JSON string"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment start date (ISO format)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment end date (ISO format)"}},"hostedApiKey":"none"},"posthog_create_feature_flag":{"id":"posthog_create_feature_flag","name":"PostHog Create Feature Flag","description":"Create a new feature flag in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag name (optional - can be empty)"},"key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Feature flag key (unique identifier)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag filters as JSON string"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the flag is active (default: true)","default":true},"ensureExperienceContinuity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to ensure experience continuity (default: false)","default":false},"rolloutPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rollout percentage (0-100)"}},"hostedApiKey":"none"},"posthog_create_insight":{"id":"posthog_create_insight","name":"PostHog Create Insight","description":"Create a new insight in PostHog. Requires insight name and a query configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the insight (optional - PostHog will generate a derived name if not provided)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the insight"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of query configuration for the insight"},"dashboards":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of dashboard IDs to add this insight to"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the insight"}},"hostedApiKey":"none"},"posthog_create_survey":{"id":"posthog_create_survey","name":"PostHog Create Survey","description":"Create a new survey in PostHog. Supports question types: Basic (open), Link, Rating, and Multiple Choice.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey description"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey type: popover (in-app) or api (custom implementation) (default: popover)","default":"popover"},"questions":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON string of survey questions array. Each question must have type (open/link/rating/multiple_choice) and question text. Rating questions can have scale (1-10), lowerBoundLabel, upperBoundLabel. Multiple choice questions need choices array. Link questions can have buttonText."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey start date in ISO 8601 format"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey end date in ISO 8601 format"},"appearance":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of appearance configuration (colors, position, etc.)"},"conditions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of display conditions (URL matching, etc.)"},"targetingFlagFilters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of feature flag filters for targeting"},"linkedFlagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag ID to link to this survey"},"responsesLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of responses to collect"}},"hostedApiKey":"none"},"posthog_delete_feature_flag":{"id":"posthog_delete_feature_flag","name":"PostHog Delete Feature Flag","description":"Delete a feature flag from PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID to delete (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_delete_person":{"id":"posthog_delete_person","name":"PostHog Delete Person","description":"Delete a person from PostHog. This will remove all associated events and data. Use with caution.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}},"hostedApiKey":"none"},"posthog_delete_survey":{"id":"posthog_delete_survey","name":"PostHog Delete Survey","description":"Delete a survey from PostHog. Use this to remove expired or unused surveys.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_evaluate_flags":{"id":"posthog_evaluate_flags","name":"PostHog Evaluate Feature Flags","description":"Evaluate feature flags for a specific user or group. This is a public endpoint that uses the project API key.","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (not personal API key)"},"distinctId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The distinct ID of the user to evaluate flags for (e.g., \\"user123\\" or email)"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"Groups as JSON string (e.g., {\\"company\\": \\"company_id_in_your_db\\"})"},"personProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Person properties as JSON string"},"groupProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group properties as JSON string"}},"hostedApiKey":"none"},"posthog_get_cohort":{"id":"posthog_get_cohort","name":"PostHog Get Cohort","description":"Get a specific cohort by ID from PostHog. Returns detailed cohort definition, filters, and user count.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_dashboard":{"id":"posthog_get_dashboard","name":"PostHog Get Dashboard","description":"Get a specific dashboard by ID from PostHog. Returns detailed dashboard configuration, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"dashboardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dashboard ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_event_definition":{"id":"posthog_get_event_definition","name":"PostHog Get Event Definition","description":"Get details of a specific event definition in PostHog. Returns comprehensive information about the event including metadata, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_experiment":{"id":"posthog_get_experiment","name":"PostHog Get Experiment","description":"Get details of a specific experiment","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_feature_flag":{"id":"posthog_get_feature_flag","name":"PostHog Get Feature Flag","description":"Get details of a specific feature flag","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_insight":{"id":"posthog_get_insight","name":"PostHog Get Insight","description":"Get a specific insight by ID from PostHog. Returns detailed insight configuration and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to retrieve (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_organization":{"id":"posthog_get_organization","name":"PostHog Get Organization","description":"Get detailed information about a specific organization by ID. Returns comprehensive organization settings, features, usage, and team information.","version":"1.0.0","params":{"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization ID (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_person":{"id":"posthog_get_person","name":"PostHog Get Person","description":"Get detailed information about a specific person in PostHog by their ID or UUID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}},"hostedApiKey":"none"},"posthog_get_project":{"id":"posthog_get_project","name":"PostHog Get Project","description":"Get detailed information about a specific project by ID. Returns comprehensive project configuration, settings, and feature flags.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID (e.g., \\"12345\\" or project UUID)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_property_definition":{"id":"posthog_get_property_definition","name":"PostHog Get Property Definition","description":"Get details of a specific property definition in PostHog. Returns comprehensive information about the property including metadata, type, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_session_recording":{"id":"posthog_get_session_recording","name":"PostHog Get Session Recording","description":"Get details of a specific session recording in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Session recording ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_survey":{"id":"posthog_get_survey","name":"PostHog Get Survey","description":"Get details of a specific survey in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_list_actions":{"id":"posthog_list_actions","name":"PostHog List Actions","description":"List all actions in a PostHog project. Returns action definitions, steps, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter actions by name"}},"hostedApiKey":"none"},"posthog_list_annotations":{"id":"posthog_list_annotations","name":"PostHog List Annotations","description":"List all annotations in a PostHog project. Returns annotation content, timestamps, and associated insights.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_cohorts":{"id":"posthog_list_cohorts","name":"PostHog List Cohorts","description":"List all cohorts in a PostHog project. Returns cohort definitions, filters, and user counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_dashboards":{"id":"posthog_list_dashboards","name":"PostHog List Dashboards","description":"List all dashboards in a PostHog project. Returns dashboard configurations, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_event_definitions":{"id":"posthog_list_event_definitions","name":"PostHog List Event Definitions","description":"List all event definitions in a PostHog project. Event definitions represent tracked events with metadata like descriptions, tags, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter event definitions by name"}},"hostedApiKey":"none"},"posthog_list_experiments":{"id":"posthog_list_experiments","name":"PostHog List Experiments","description":"List all experiments in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_feature_flags":{"id":"posthog_list_feature_flags","name":"PostHog List Feature Flags","description":"List all feature flags in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_insights":{"id":"posthog_list_insights","name":"PostHog List Insights","description":"List all insights in a PostHog project. Returns insight configurations and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_organizations":{"id":"posthog_list_organizations","name":"PostHog List Organizations","description":"List all organizations the user has access to. Returns organization details including name, slug, membership level, and available product features.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_list_persons":{"id":"posthog_list_persons","name":"PostHog List Persons","description":"List persons (users) in PostHog. Returns user profiles with their properties and distinct IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to return (default: 100, max: 100)","default":100},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search persons by email, name, or distinct ID"},"distinctId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by specific distinct_id"}},"hostedApiKey":"none"},"posthog_list_projects":{"id":"posthog_list_projects","name":"PostHog List Projects","description":"List all projects in the organization. Returns project details including IDs, names, API tokens, and settings. Useful for getting project IDs needed by other endpoints.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_list_property_definitions":{"id":"posthog_list_property_definitions","name":"PostHog List Property Definitions","description":"List all property definitions in a PostHog project. Property definitions represent tracked properties with metadata like descriptions, tags, types, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter property definitions by name"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by property type: event, person, or group"}},"hostedApiKey":"none"},"posthog_list_recording_playlists":{"id":"posthog_list_recording_playlists","name":"PostHog List Recording Playlists","description":"List session recording playlists in a PostHog project. Playlists allow you to organize and curate session recordings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_session_recordings":{"id":"posthog_list_session_recordings","name":"PostHog List Session Recordings","description":"List session recordings in a PostHog project. Session recordings capture user interactions with your application.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 50, e.g., 10, 25, 50)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 50, 100)"}},"hostedApiKey":"none"},"posthog_list_surveys":{"id":"posthog_list_surveys","name":"PostHog List Surveys","description":"List all surveys in a PostHog project. Surveys allow you to collect feedback from users.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_query":{"id":"posthog_query","name":"PostHog Query","description":"Execute a HogQL query in PostHog. HogQL is PostHog\'s SQL-like query language for analytics. Use this for advanced data retrieval and analysis.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"HogQL query to execute. Example: {\\"kind\\": \\"HogQLQuery\\", \\"query\\": \\"SELECT event, count() FROM events WHERE timestamp > now() - INTERVAL 1 DAY GROUP BY event\\"}"},"values":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON string of parameter values for parameterized queries. Example: {\\"user_id\\": \\"123\\"}"}},"hostedApiKey":"none"},"posthog_update_cohort":{"id":"posthog_update_cohort","name":"PostHog Update Cohort","description":"Update an existing cohort in PostHog. Can modify name, description, filters, query, static membership, and deleted status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the cohort"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description of the cohort"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated filter configuration for the cohort"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the cohort"},"isStatic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the cohort is static"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated groups that define the cohort"},"deleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to archive (soft-delete) the cohort"}},"hostedApiKey":"none"},"posthog_update_event_definition":{"id":"posthog_update_event_definition","name":"PostHog Update Event Definition","description":"Update an event definition in PostHog. Can modify description, tags, and verification status to maintain clean event schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the event"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the event"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the event as verified"}},"hostedApiKey":"none"},"posthog_update_experiment":{"id":"posthog_update_experiment","name":"PostHog Update Experiment","description":"Update an existing experiment in PostHog. Use this to change dates, archive an experiment, or adjust its parameters and filters.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment description"},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment parameters as JSON string"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment filters as JSON string"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated start date (ISO 8601). Set this to launch a draft experiment."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated end date (ISO 8601). Set this to conclude a running experiment."},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to archive the experiment"}},"hostedApiKey":"none"},"posthog_update_feature_flag":{"id":"posthog_update_feature_flag","name":"PostHog Update Feature Flag","description":"Update an existing feature flag in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag name"},"key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag key (unique identifier)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag filters as JSON string"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the flag is active"},"ensureExperienceContinuity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to ensure experience continuity"},"rolloutPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rollout percentage (0-100)"}},"hostedApiKey":"none"},"posthog_update_insight":{"id":"posthog_update_insight","name":"PostHog Update Insight","description":"Update an existing insight in PostHog. Can modify name, description, query, dashboards, tags, and favorited status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to update (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the insight"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the insight"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the insight"},"dashboards":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of dashboard IDs to attach this insight to"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the insight"},"favorited":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the insight as favorited"}},"hostedApiKey":"none"},"posthog_update_property_definition":{"id":"posthog_update_property_definition","name":"PostHog Update Property Definition","description":"Update a property definition in PostHog. Can modify description, tags, property type, and verification status to maintain clean property schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the property"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the property"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the property as verified"},"property_type":{"type":"string","required":false,"visibility":"user-or-llm","description":"The data type of the property (e.g., String, Numeric, Boolean, DateTime, etc.)"}},"hostedApiKey":"none"},"posthog_update_survey":{"id":"posthog_update_survey","name":"PostHog Update Survey","description":"Update an existing survey in PostHog. Can modify questions, appearance, conditions, and other settings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to update (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). 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Required for the certificate-expiration check"},"unit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unit for the certificate-expiration window: days, weeks, months (default), or years"}},"hostedApiKey":"none"},"rabbitmq_list_bindings":{"id":"rabbitmq_list_bindings","name":"RabbitMQ List Bindings","description":"List the bindings that route messages into a RabbitMQ queue, including the implicit default-exchange binding.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"queue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue whose bindings should be listed"}},"hostedApiKey":"none"},"rabbitmq_list_channels":{"id":"rabbitmq_list_channels","name":"RabbitMQ List Channels","description":"List open channels with their prefetch limit and unacknowledged message count, which is where stalled consumers show up. Channels are cluster-wide, not scoped to one virtual host.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Channels per page, from 1 to 500. Defaults to 50"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter channels whose name contains this value"},"useRegex":{"type":"boolean","required":false,"visibility":"user-only","description":"Treat the name filter as a regular expression"}},"hostedApiKey":"none"},"rabbitmq_list_connections":{"id":"rabbitmq_list_connections","name":"RabbitMQ List Connections","description":"List client connections to the broker with their user, state, and channel count. Connections are cluster-wide, not scoped to one virtual host.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Connections per page, from 1 to 500. Defaults to 50"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter connections whose name contains this value"},"useRegex":{"type":"boolean","required":false,"visibility":"user-only","description":"Treat the name filter as a regular expression"}},"hostedApiKey":"none"},"rabbitmq_list_consumers":{"id":"rabbitmq_list_consumers","name":"RabbitMQ List Consumers","description":"List the consumers subscribed in a virtual host. An empty result for a queue with a backlog means nothing is processing it.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"}},"hostedApiKey":"none"},"rabbitmq_list_exchange_bindings":{"id":"rabbitmq_list_exchange_bindings","name":"RabbitMQ List Exchange Bindings","description":"List everything an exchange routes to, so you can see which routing keys reach which queues.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"exchange":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exchange whose outgoing bindings should be listed. Leave empty for the default exchange, which is a valid value, so this is not required"}},"hostedApiKey":"none"},"rabbitmq_list_exchanges":{"id":"rabbitmq_list_exchanges","name":"RabbitMQ List Exchanges","description":"List exchanges in a RabbitMQ virtual host with their type and declaration settings.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Exchanges per page, from 1 to 500. Defaults to 50"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter exchanges whose name contains this value"},"useRegex":{"type":"boolean","required":false,"visibility":"user-only","description":"Treat the name filter as a regular expression"}},"hostedApiKey":"none"},"rabbitmq_list_nodes":{"id":"rabbitmq_list_nodes","name":"RabbitMQ List Nodes","description":"List the cluster nodes with memory, disk, file-descriptor, and alarm state. A fired alarm blocks publishers broker-wide.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"}},"hostedApiKey":"none"},"rabbitmq_list_policies":{"id":"rabbitmq_list_policies","name":"RabbitMQ List Policies","description":"List the policies in a virtual host. Policies are how dead-lettering, TTLs, and length limits get applied to matching queues and exchanges.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"}},"hostedApiKey":"none"},"rabbitmq_list_queues":{"id":"rabbitmq_list_queues","name":"RabbitMQ List Queues","description":"List queues in a RabbitMQ virtual host with their depth, consumer count, and configuration.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Queues per page, from 1 to 500. Defaults to 50"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter queues whose name contains this value"},"useRegex":{"type":"boolean","required":false,"visibility":"user-only","description":"Treat the name filter as a regular expression"}},"hostedApiKey":"none"},"rabbitmq_list_vhosts":{"id":"rabbitmq_list_vhosts","name":"RabbitMQ List Virtual Hosts","description":"List the virtual hosts on the broker with their message totals, so you can discover which scopes exist.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"}},"hostedApiKey":"none"},"rabbitmq_publish_message":{"id":"rabbitmq_publish_message","name":"RabbitMQ Publish Message","description":"Publish a message to a RabbitMQ exchange with a routing key. Reports whether the message was routed to at least one queue.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"exchange":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exchange to publish to. Leave empty to publish to the default exchange, which routes by queue name. Empty is a valid value, so this is not required."},"routingKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Routing key. When publishing to the default exchange this is the target queue name."},"payload":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message body to publish"},"payloadEncoding":{"type":"string","required":false,"visibility":"user-only","description":"How the payload is encoded: string (default) or base64"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"AMQP basic properties as a JSON object, e.g. {\\"delivery_mode\\":2,\\"content_type\\":\\"application/json\\"}"},"headers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message headers as a JSON object, e.g. {\\"source\\":\\"sim\\"}"}},"hostedApiKey":"none"},"rabbitmq_purge_queue":{"id":"rabbitmq_purge_queue","name":"RabbitMQ Purge Queue","description":"Discard every ready message in a RabbitMQ queue while leaving the queue itself in place.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"queue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the queue to purge"}},"hostedApiKey":"none"},"railway_create_environment":{"id":"railway_create_environment","name":"Railway Create Environment","description":"Create a Railway project environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment name"},"sourceEnvironmentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Environment ID to clone from"},"ephemeral":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the environment is ephemeral"},"skipInitialDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to skip initial deploys for the environment"},"stageInitialChanges":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to stage initial changes instead of applying them immediately"}},"hostedApiKey":"none"},"railway_create_project":{"id":"railway_create_project","name":"Railway Create Project","description":"Create a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Project description"},"workspaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workspace ID to create the project in"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the project should be publicly visible"},"defaultEnvironmentName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the default environment"},"prDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable pull request deploys"}},"hostedApiKey":"none"},"railway_create_service":{"id":"railway_create_service","name":"Railway Create Service","description":"Create a Railway service from a GitHub repo or Docker image","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Service name"},"repo":{"type":"string","required":false,"visibility":"user-or-llm","description":"GitHub repository in owner/name format to deploy from"},"image":{"type":"string","required":false,"visibility":"user-or-llm","description":"Docker image to deploy, for example redis:7-alpine"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git branch to deploy when using a repository source"}},"hostedApiKey":"none"},"railway_delete_environment":{"id":"railway_delete_environment","name":"Railway Delete Environment","description":"Delete a Railway project environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"}},"hostedApiKey":"none"},"railway_delete_project":{"id":"railway_delete_project","name":"Railway Delete Project","description":"Delete a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}},"hostedApiKey":"none"},"railway_delete_service":{"id":"railway_delete_service","name":"Railway Delete Service","description":"Delete a Railway service and all of its deployments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"}},"hostedApiKey":"none"},"railway_delete_variable":{"id":"railway_delete_variable","name":"Railway Delete Variable","description":"Delete a Railway environment variable","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Variable name to delete"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit to delete a shared variable."}},"hostedApiKey":"none"},"railway_deploy_service":{"id":"railway_deploy_service","name":"Railway Deploy Service","description":"Trigger a deployment for a Railway service in an environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"commitSha":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific Git commit SHA to deploy"}},"hostedApiKey":"none"},"railway_get_deployment":{"id":"railway_get_deployment","name":"Railway Get Deployment","description":"Get details for a single Railway deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"}},"hostedApiKey":"none"},"railway_get_deployment_logs":{"id":"railway_get_deployment_logs","name":"Railway Get Deployment Logs","description":"Retrieve runtime logs for a Railway deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of log lines to return"}},"hostedApiKey":"none"},"railway_get_project":{"id":"railway_get_project","name":"Railway Get Project","description":"Get a Railway project with its services and environments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}},"hostedApiKey":"none"},"railway_list_deployments":{"id":"railway_list_deployments","name":"Railway List Deployments","description":"List deployments for a Railway service in an environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"first":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of deployments to return"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"}},"hostedApiKey":"none"},"railway_list_project_members":{"id":"railway_list_project_members","name":"Railway List Project Members","description":"List members for a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}},"hostedApiKey":"none"},"railway_list_projects":{"id":"railway_list_projects","name":"Railway List Projects","description":"List Railway projects visible to the provided token","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"workspaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workspace ID to list projects from"},"first":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of projects to return"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"}},"hostedApiKey":"none"},"railway_list_variables":{"id":"railway_list_variables","name":"Railway List Variables","description":"List Railway environment variables for a service or shared environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit for shared environment variables."}},"hostedApiKey":"none"},"railway_restart_deployment":{"id":"railway_restart_deployment","name":"Railway Restart Deployment","description":"Restart a running Railway deployment without rebuilding","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"}},"hostedApiKey":"none"},"railway_rollback_deployment":{"id":"railway_rollback_deployment","name":"Railway Rollback Deployment","description":"Roll a Railway service back to a previous deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID to roll back to (must have canRollback)"}},"hostedApiKey":"none"},"railway_transfer_project":{"id":"railway_transfer_project","name":"Railway Transfer Project","description":"Transfer a Railway project to another workspace","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"workspaceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination workspace ID"}},"hostedApiKey":"none"},"railway_update_project":{"id":"railway_update_project","name":"Railway Update Project","description":"Update a Railway project name or description","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated project name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated project description"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the project should be publicly visible"},"prDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable pull request deploy environments"}},"hostedApiKey":"none"},"railway_upsert_variable":{"id":"railway_upsert_variable","name":"Railway Upsert Variable","description":"Create or update a Railway environment variable","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. 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\'Account\')"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_account":{"id":"salesforce_update_account","name":"Update Account in Salesforce","description":"Update an existing account in Salesforce CRM","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Account ID to update (18-character string starting with 001)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Account name"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Account type (e.g., Customer, Partner, Prospect)"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"Industry (e.g., Technology, 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revenue as a number"},"numberOfEmployees":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of employees as an integer"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_case":{"id":"salesforce_update_case","name":"Update Case in Salesforce","description":"Update an existing case","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"caseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Case ID to update (18-character string starting with 500)"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case subject"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status (e.g., New, Working, Escalated, 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001)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"mailingStreet":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing street"},"mailingCity":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing city"},"mailingState":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing state"},"mailingPostalCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing postal code"},"mailingCountry":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing country"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Contact description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_custom_field":{"id":"salesforce_update_custom_field","name":"Update Custom Field in Salesforce","description":"Update an existing custom field on a Salesforce object using the Tooling API","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tooling API Id of the custom field to update (find it via the Tooling Query tool)"},"label":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display label shown in the UI"},"length":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum length for Text, LongTextArea, Html, or MultiselectPicklist fields"},"precision":{"type":"number","required":false,"visibility":"user-or-llm","description":"Total number of digits for Number, Currency, or Percent fields"},"scale":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of digits to the right of the decimal for numeric fields"},"visibleLines":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of visible lines for LongTextArea, Html, or MultiselectPicklist fields"},"required":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the field is required on record create/edit"},"unique":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the field enforces unique values"},"externalId":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the field is an external ID"},"defaultValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Default value; for Checkbox fields use true or false"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal description of the field"},"inlineHelpText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Help text shown next to the field in the UI"},"picklistValues":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated values to add to a Picklist or MultiselectPicklist field (existing values are kept)"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_lead":{"id":"salesforce_update_lead","name":"Update Lead in Salesforce","description":"Update an existing lead","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"leadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Lead ID to update (18-character string starting with 00Q)"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"company":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead status (e.g., Open, Working, Closed)"},"leadSource":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead source (e.g., Web, Referral, Campaign)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_opportunity":{"id":"salesforce_update_opportunity","name":"Update Opportunity in Salesforce","description":"Update an existing opportunity","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"opportunityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Opportunity ID to update (18-character string starting with 006)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opportunity name"},"stageName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Stage name (e.g., Prospecting, Qualification, Closed Won)"},"closeDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close date in YYYY-MM-DD format"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Salesforce Account ID (18-character string starting with 001)"},"amount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal amount as a number"},"probability":{"type":"string","required":false,"visibility":"user-or-llm","description":"Win probability as integer (0-100)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opportunity description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_task":{"id":"salesforce_update_task","name":"Update Task in Salesforce","description":"Update an existing task","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Task ID to update (18-character string starting with 00T)"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Task subject"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status (e.g., Not Started, In Progress, Completed)"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority (e.g., Low, Normal, 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All fields are optional: `comment` (e.g., { \\"comment\\": \\"Approved\\" }), `expenseRejectedComment` (required only if the report contains rejected expenses), `expectedStepCode`, `expectedStepSequence`, `statusId` (defaults to \\"A_APPR\\")."}},"hostedApiKey":"none"},"sap_concur_associate_attendees":{"id":"sap_concur_associate_attendees","name":"SAP Concur Associate Attendees","description":"Associate attendees with an expense (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/attendees).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Attendee association payload with exactly two top-level fields: \\"noShowAttendeeCount\\" (integer, default 0) and \\"expenseAttendeeList\\" (array). Each entry in expenseAttendeeList requires \\"attendeeId\\" (string) and \\"transactionAmount\\" (object: { \\"value\\": number, \\"currencyCode\\": string }), and optionally accepts \\"customData\\", \\"isAmountUserEdited\\" (boolean), \\"isTraveling\\" (boolean), \\"associatedAttendeeCount\\" (integer), and \\"versionNumber\\" (integer). Example: { \\"noShowAttendeeCount\\": 0, \\"expenseAttendeeList\\": [{ \\"attendeeId\\": \\"gWmMv2Ii5rGtEBTBhBqUw\\", \\"transactionAmount\\": { \\"value\\": 23, \\"currencyCode\\": \\"USD\\" } }] }. Note: the object form follows the request schema (Amount = value + currencyCode, both required), but the documented POST example sends a scalar \\"transactionAmount\\": 23 — the docs conflict here."}},"hostedApiKey":"none"},"sap_concur_create_cash_advance":{"id":"sap_concur_create_cash_advance","name":"SAP Concur Create Cash Advance","description":"Create a cash advance (POST /cashadvance/v4.1/cashadvances).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Cash advance payload. Required fields: amountRequested ({ currency, amount }), name, and userId. Optional fields: accountCode, comment, purpose. The Concur docs are inconsistent on casing — the reference request example and the API Explorer swagger both use userId, while the schema table spells it userID; if a request is rejected with a 400, retry with the other spelling."}},"hostedApiKey":"none"},"sap_concur_create_expected_expense":{"id":"sap_concur_create_expected_expense","name":"SAP Concur Create Expected Expense","description":"Create an expected expense on a travel request (POST /travelrequest/v4/requests/{requestUuid}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Expected expense payload"}},"hostedApiKey":"none"},"sap_concur_create_expense_report":{"id":"sap_concur_create_expense_report","name":"SAP Concur Create Expense Report","description":"Create an expense report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports — supported contexts: TRAVELER, PROXY). Required body fields: name, policyId.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who will own the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (creating own report) or PROXY (creating on behalf of another user)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Report payload — `name` and `policyId` are required. Optional fields: businessPurpose, comment, customData, countryCode, countrySubDivisionCode, etc."}},"hostedApiKey":"none"},"sap_concur_create_list_item":{"id":"sap_concur_create_list_item","name":"SAP Concur Create List Item","description":"Create a list item (POST /list/v4/items).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: listId, shortCode, value. Optional: parentId or parentCode (mutually exclusive). Note: Concur rejects shortCode/value containing hyphens."}},"hostedApiKey":"none"},"sap_concur_create_purchase_request":{"id":"sap_concur_create_purchase_request","name":"SAP Concur Create Purchase Request","description":"Create a purchase request (POST /purchaserequest/v4/purchaserequests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Purchase request payload. Required: exactly one of userId, userEmail, or userLoginId; currencyCode (ISO 4217); and lineItems[]. Each line item requires purchaseType (GOODS or SERVICES), vendorCode, vendorAddressCode, description, quantity, and unitPrice."}},"hostedApiKey":"none"},"sap_concur_create_quick_expense":{"id":"sap_concur_create_quick_expense","name":"SAP Concur Create Quick Expense","description":"Create a quick expense (POST /quickexpense/v4/users/{userId}/context/{contextType}/quickexpenses). TRAVELER is the only supported context type.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the quick expense"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload. Required: expenseTypeId, transactionAmount {currencyCode, value}, transactionDate (YYYY-MM-DD). Optional: comment, entryDetails, location {city, countryCode, countrySubDivisionCode, id, name}, paymentTypeId (CASHX | CPAID | PENDC), vendor."}},"hostedApiKey":"none"},"sap_concur_create_quick_expense_with_image":{"id":"sap_concur_create_quick_expense_with_image","name":"SAP Concur Create Quick Expense With Image","description":"Create a quick expense with an attached image (POST /quickexpense/v4/users/{userId}/context/{contextType}/quickexpenses/image).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"receipt":{"type":"json","required":true,"visibility":"user-or-llm","description":"Receipt image (UserFile). Allowed: PNG, PDF, TIFF, JPEG. Maximum size 50 MB"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload. Required: expenseTypeId, transactionAmount {currencyCode, value}, transactionDate (YYYY-MM-DD). Optional: comment, entryDetails, location {city, countryCode, countrySubDivisionCode, id, name}, paymentTypeId (CASHX | CPAID | PENDC), vendor."}},"hostedApiKey":"none"},"sap_concur_create_report_comment":{"id":"sap_concur_create_report_comment","name":"SAP Concur Create Report Comment","description":"Create a comment on a report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"comment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment text to add"}},"hostedApiKey":"none"},"sap_concur_create_travel_request":{"id":"sap_concur_create_travel_request","name":"SAP Concur Create Travel Request","description":"Create a travel request (POST /travelrequest/v4/requests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Concur user UUID of the Request owner — required when using the default `client_credentials` (company) grant; omitting it returns 400 `missingRequiredParam`."},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Travel request payload. Supported fields: name, businessPurpose, startDate/endDate (YYYY-MM-DD), startTime/endTime (HH:mm), mainDestination ({ city, countryCode, countrySubDivisionCode, name }), policy ({ id }), and custom1-custom20 ({ value } or { code, value }). An id field is not allowed."}},"hostedApiKey":"none"},"sap_concur_create_user":{"id":"sap_concur_create_user","name":"SAP Concur Create User","description":"Create a new user identity (POST /profile/identity/v4.1/Users).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM User payload. Required: schemas (include both \\"urn:ietf:params:scim:schemas:core:2.0:User\\" and \\"urn:ietf:params:scim:schemas:extension:enterprise:2.0:User\\"), userName, name.familyName, name.givenName, emails[].value, and companyId — which is required and immutable and must be set inside the \\"urn:ietf:params:scim:schemas:extension:enterprise:2.0:User\\" block, not at the top level. Optional: active, displayName, timezone, and other SCIM User attributes."}},"hostedApiKey":"none"},"sap_concur_delete_expected_expense":{"id":"sap_concur_delete_expected_expense","name":"SAP Concur Delete Expected Expense","description":"Delete an expected expense (DELETE /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"}},"hostedApiKey":"none"},"sap_concur_delete_expense":{"id":"sap_concur_delete_expense","name":"SAP Concur Delete Expense","description":"Delete an expense (DELETE /expensereports/v4/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to delete"}},"hostedApiKey":"none"},"sap_concur_delete_expense_report":{"id":"sap_concur_delete_expense_report","name":"SAP Concur Delete Expense Report","description":"Delete an expense report (DELETE /expensereports/v4/reports/{reportId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to delete"}},"hostedApiKey":"none"},"sap_concur_delete_list_item":{"id":"sap_concur_delete_list_item","name":"SAP Concur Delete List Item","description":"Delete a list item from all lists that contain it (DELETE /list/v4/items/{itemId}). This is not scoped to a single list, and all children of that list item are also deleted.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"}},"hostedApiKey":"none"},"sap_concur_delete_travel_request":{"id":"sap_concur_delete_travel_request","name":"SAP Concur Delete Travel Request","description":"Delete a travel request (DELETE /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Concur user UUID of the Request owner — required when using the default `client_credentials` (company) grant; omitting it returns 400 `missingRequiredParam`."}},"hostedApiKey":"none"},"sap_concur_delete_user":{"id":"sap_concur_delete_user","name":"SAP Concur Delete User","description":"Hard delete a user identity (DELETE /profile/identity/v4.1/Users/{id}). Not recommended: SAP restricts hard delete to users with no transaction history and governs it by the Concur Data Retention policy. To deactivate a user instead, use SAP Concur Update User with a PATCH replacing active with false.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to delete"}},"hostedApiKey":"none"},"sap_concur_get_allocation":{"id":"sap_concur_get_allocation","name":"SAP Concur Get Allocation","description":"Get a single allocation (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID"}},"hostedApiKey":"none"},"sap_concur_get_budget":{"id":"sap_concur_get_budget","name":"SAP Concur Get Budget","description":"Get a budget item header by ID (GET /budget/v4/budgetItemHeader/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"budgetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The budget item header\'s key field (uuid)"}},"hostedApiKey":"none"},"sap_concur_get_cash_advance":{"id":"sap_concur_get_cash_advance","name":"SAP Concur Get Cash Advance","description":"Get a cash advance (GET /cashadvance/v4.1/cashadvances/{cashAdvanceId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"cashAdvanceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cash advance ID"}},"hostedApiKey":"none"},"sap_concur_get_expected_expense":{"id":"sap_concur_get_expected_expense","name":"SAP Concur Get Expected Expense","description":"Get an expected expense (GET /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (optional)"}},"hostedApiKey":"none"},"sap_concur_get_expense":{"id":"sap_concur_get_expense","name":"SAP Concur Get Expense","description":"Get a single expense (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password 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If empty when using a Company token the default system user will be assumed to perform the action."}},"hostedApiKey":"none"},"sap_concur_get_user":{"id":"sap_concur_get_user","name":"SAP Concur Get User","description":"Get a single user by UUID (GET /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID"},"attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SCIM attributes to include in the response"},"excludedAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SCIM attributes to exclude from the response"}},"hostedApiKey":"none"},"sap_concur_issue_cash_advance":{"id":"sap_concur_issue_cash_advance","name":"SAP Concur Issue Cash Advance","description":"Issue a cash advance (POST /cashadvance/v4.1/cashadvances/{cashAdvanceId}/issue).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"cashAdvanceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cash advance ID to issue"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional request body. All documented fields are optional: accountCode, comment, and exchangeRate."}},"hostedApiKey":"none"},"sap_concur_list_allocations":{"id":"sap_concur_list_allocations","name":"SAP Concur List Allocations","description":"List allocations on an expense (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/allocations).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client 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us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"}},"hostedApiKey":"none"},"sap_concur_list_budgets":{"id":"sap_concur_list_budgets","name":"SAP Concur List Budgets","description":"List budget item headers (GET 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tokens"},"adminView":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, returns all budgets the caller can administer (default false)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page offset (Concur returns up to 50 budget headers per page)"},"responseSchema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response schema variant: \\"COMPACT\\" returns a smaller payload. Defaults to the non-compact schema"}},"hostedApiKey":"none"},"sap_concur_list_exceptions":{"id":"sap_concur_list_exceptions","name":"SAP Concur List Report Exceptions","description":"List exceptions on a report (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/exceptions).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"excludeExpenses":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return only exceptions for the report header, excluding expense-level and allocation-level exceptions (default false)"}},"hostedApiKey":"none"},"sap_concur_list_expected_expenses":{"id":"sap_concur_list_expected_expenses","name":"SAP Concur List Expected Expenses","description":"List expected expenses on a travel request (GET /travelrequest/v4/requests/{requestUuid}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (optional)"}},"hostedApiKey":"none"},"sap_concur_list_expense_reports":{"id":"sap_concur_list_expense_reports","name":"SAP Concur List Expense Reports","description":"List expense reports (GET /api/v3.0/expense/reports). Returns a v3 envelope with Items and NextPage.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by a specific user (login id or user identifier)."},"submitDateBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports submitted on or before this date (YYYY-MM-DD)"},"submitDateAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports submitted on or after this date (YYYY-MM-DD)"},"paidDateBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports paid on or before this date (YYYY-MM-DD)"},"paidDateAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports paid on or after this date (YYYY-MM-DD)"},"modifiedDateBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports last modified on or before this date (YYYY-MM-DD)"},"modifiedDateAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports last modified on or after this date (YYYY-MM-DD)"},"createDateBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports created on or before this date (YYYY-MM-DD)"},"createDateAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports created on or after this date (YYYY-MM-DD)"},"approvalStatusCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by approval status code (e.g. A_NOTF, A_PEND, A_APPR)"},"paymentStatusCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by payment status code"},"currencyCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by ISO currency code (e.g. USD, EUR)"},"approverLoginID":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by approver login ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page (default 25)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token. The previous response returns NextPage as a full URI — extract its `offset` query parameter and pass that value here, not the whole URI."}},"hostedApiKey":"none"},"sap_concur_list_expenses":{"id":"sap_concur_list_expenses","name":"SAP Concur List Expenses","description":"List expenses on a report (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (the only value the endpoint supports)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"}},"hostedApiKey":"none"},"sap_concur_list_itineraries":{"id":"sap_concur_list_itineraries","name":"SAP Concur List Trips","description":"List travel trips/itineraries (GET /api/travel/trip/v1.1).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter trips starting on/after this date (YYYY-MM-DD)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter trips ending on/before this date (YYYY-MM-DD)"},"bookingType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by booking type. Supported values are capitalized: Air, Car, Dining, Hotel, Parking, Rail, Ride."},"useridType":{"type":"string","required":false,"visibility":"user-or-llm","description":"User identifier type. The only value documented for Trips v1.1 is \\"login\\" (the value is the user login id); xmlsyncid and uuid are Travel Profile v2 identifier types and are not documented for this endpoint."},"useridValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"User identifier value (paired with useridType)"},"itemsPerPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Items per page. Concur only paginates when includeMetadata is also sent, so this tool sets includeMetadata automatically whenever itemsPerPage or page is provided."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"1-based page number. Concur only paginates when includeMetadata is also sent, so this tool sets includeMetadata automatically whenever page or itemsPerPage is provided."},"includeMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include paging metadata in the response. Implied when page or itemsPerPage is set."},"includeCanceledTrips":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include canceled trips in the result set"},"createdAfterDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only trips created after this date (YYYY-MM-DD)"},"createdBeforeDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only trips created before this date (YYYY-MM-DD)"},"lastModifiedDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only trips modified on/after this date (YYYY-MM-DD)"},"includeVirtualTrip":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"1\\" to include virtual trips, which carry the offline segments booked through Concur Request."},"includeGuestBookings":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include trips booked on behalf of guests. Defaults to false."}},"hostedApiKey":"none"},"sap_concur_list_list_items":{"id":"sap_concur_list_list_items","name":"SAP Concur List List Items","description":"List the top-level items (children) for a custom list (GET /list/v4/lists/{listId}/children).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based; page size is fixed at 100)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: value or shortCode"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc"},"hasChildren":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include only items that have children"},"isDeleted":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by deletion status. Pass \\"true\\" or \\"false\\" as a string because the filter also accepts the eq operator prefix (eq:true) — eq is the only operator this filter supports."},"shortCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by short code"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by display value"},"shortCodeOrValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by short code OR value"}},"hostedApiKey":"none"},"sap_concur_list_lists":{"id":"sap_concur_list_lists","name":"SAP Concur List Lists","description":"List custom lists (GET /list/v4/lists).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based; page size is fixed at 100)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: name, levelcount, or listcategory"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by list name. Accepts an operator prefix: sw: (starts with), ew: (ends with), not:, cp: (contains) (e.g. \\"sw:Cost\\")."},"categoryType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by category type (mapped to the category.type query param). Accepts an operator prefix: eq:, not:."},"isDeleted":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by deletion status. Pass \\"true\\" or \\"false\\" as a string because the filter also accepts the eq operator prefix (eq:true) — eq is the only operator this filter supports."},"levelCount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by number of levels. Accepts an operator prefix: eq:, gt:, gte:, lt:, lte: (e.g. \\"eq:1\\", \\"gt:2\\", \\"lte:9\\")."}},"hostedApiKey":"none"},"sap_concur_list_receipts":{"id":"sap_concur_list_receipts","name":"SAP Concur List Receipts","description":"List receipts for a user (GET /receipts/v4/users/{userId}). Concur documents no query parameters for this endpoint, so page size and offset cannot be controlled; follow the \\"next\\" URL in the response to page forward.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"}},"hostedApiKey":"none"},"sap_concur_list_report_comments":{"id":"sap_concur_list_report_comments","name":"SAP Concur List Report Comments","description":"List comments on a report (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"includeAllComments":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include comments from all expenses in the report (default false)"}},"hostedApiKey":"none"},"sap_concur_list_reports_to_approve":{"id":"sap_concur_list_reports_to_approve","name":"SAP Concur List Reports To Approve","description":"List expense reports awaiting approval (GET /expensereports/v4/users/{userId}/context/MANAGER/reportsToApprove).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Manager user UUID"},"contextType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access context: must be MANAGER (default)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Report field name to sort by (e.g., reportDate)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc"},"includeDelegateApprovals":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include reports the caller can approve as a delegate"}},"hostedApiKey":"none"},"sap_concur_list_travel_profiles_summary":{"id":"sap_concur_list_travel_profiles_summary","name":"SAP Concur List Travel Profiles Summary","description":"List travel profile summaries (GET /api/travelprofile/v2.0/summary). LastModifiedDate is required by Concur.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"lastModifiedDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Required UTC datetime in YYYY-MM-DDThh:mm:ss format"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"1-based page number"},"itemsPerPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Items per page (max 200)"},"travelConfigs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated travel configuration ids"},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by user state: \\"1\\" returns active users, \\"0\\" returns inactive users."}},"hostedApiKey":"none"},"sap_concur_list_travel_request_comments":{"id":"sap_concur_list_travel_request_comments","name":"SAP Concur List Travel Request Comments","description":"List comments on a travel request (GET /travelrequest/v4/requests/{requestUuid}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"}},"hostedApiKey":"none"},"sap_concur_list_travel_requests":{"id":"sap_concur_list_travel_requests","name":"SAP Concur List Travel Requests","description":"List travel requests (GET /travelrequest/v4/requests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"view":{"type":"string","required":false,"visibility":"user-or-llm","description":"View filter: ALL, ACTIVE, ACTIVEAPPROVED, UNSUBMITTED, PENDING, VALIDATED, APPROVED, CANCELED, CLOSED, SUBMITTED, TOAPPROVE, PENDINGEBOOKING, PENDINGPROPOSAL, PROPOSALAPPROVED, or PROPOSALCANCELED. Defaults to ALL when omitted. The three TMC-agent views (PENDINGPROPOSAL, PROPOSALAPPROVED, PROPOSALCANCELED) require userId."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Records per page (default 10, maximum 100 — higher values return 400)"},"start":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page start cursor (offset)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"For a traveler view, the unique identifier of the Request owner to search for. For an approver view, the unique identifier of the approver. For a TMC-agent view (PENDINGPROPOSAL, PROPOSALAPPROVED, PROPOSALCANCELED) this is required and is the unique identifier of the TMC agent."},"approvedBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests approved before this date"},"approvedAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests approved after this date"},"modifiedBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests modified before this date"},"modifiedAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests modified after this date"},"sortField":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by: startDate, approvalStatus, or requestId (default startDate)"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: ASC or DESC (default DESC)"}},"hostedApiKey":"none"},"sap_concur_list_users":{"id":"sap_concur_list_users","name":"SAP Concur List Users","description":"List Concur user identities (GET /profile/identity/v4.1/Users).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max number of users to return (default 100, max 1000)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"SCIM v4.1 pagination cursor — the nextCursor value returned by a prior call"},"attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of attributes to include in the response"},"excludedAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of attributes to exclude from the response"}},"hostedApiKey":"none"},"sap_concur_move_travel_request":{"id":"sap_concur_move_travel_request","name":"SAP Concur Move Travel Request","description":"Move a travel request through workflow (POST /travelrequest/v4/requests/{requestUuid}/{action}). Valid actions: submit, recall, cancel, approve, sendback, close, reopen.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow action: submit, recall, cancel, approve, sendback, close, reopen"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the user performing the status transition. Required when connecting with a Company token for traveler and Non traveler actions only; not required for External system validation actions. If empty, a 400 `missingRequiredParam` error code is returned. For non-traveler actions, if not provided, \\"System, Concur\\" is displayed in the Audit Trail of the Request."},"companyID":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional company identifier for the workflow action (documented as `companyID`, distinct from the companyUuid auth field)"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment sent as a query parameter. Only works when the workflow action is `sendback`. This comment is visible wherever Request comments are available."},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional payload — only the `sendback` action accepts one (e.g., { \\"comment\\": \\"...\\" }). Every other action takes no payload."}},"hostedApiKey":"none"},"sap_concur_recall_expense_report":{"id":"sap_concur_recall_expense_report","name":"SAP Concur Recall Expense Report","description":"Recall a submitted expense report (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/recall — supported contexts: TRAVELER, PROXY). Takes no request body. This operation supports user-level access tokens: set grantType to \\"password\\" with username and password, since the default client_credentials grant yields a company-level token.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password. Recall requires a user-level access token, so set this to \\"password\\" and supply username/password — client_credentials produces a company-level token that Concur rejects for this operation."},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to recall"}},"hostedApiKey":"none"},"sap_concur_remove_all_attendees":{"id":"sap_concur_remove_all_attendees","name":"SAP Concur Remove All Attendees","description":"Remove all attendees from an expense (DELETE /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/attendees).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}},"hostedApiKey":"none"},"sap_concur_search_locations":{"id":"sap_concur_search_locations","name":"SAP Concur Search Locations","description":"Search Concur location reference data (GET /localities/v5/locations).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text for location search. Conditional — required if none of locationNameKey, locationNameId, or locCode is present."},"locCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Location code. Conditional — required if none of locationNameKey, locationNameId, or searchText is present."},"locationNameId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID identifier of the location name. Conditional — required if none of locationNameKey, locCode, or searchText is present."},"locationNameKey":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unique key for the location name. Conditional — required if none of locationNameId, locCode, or searchText is present."},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"2-letter ISO 3166-1 country code. Only valid together with searchText."},"subdivisionCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 3166-2:2007 country subdivision (e.g. US-WA). Only valid together with searchText."},"adminRegionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Administrative region ID. Only valid together with searchText."}},"hostedApiKey":"none"},"sap_concur_search_users":{"id":"sap_concur_search_users","name":"SAP Concur Search Users","description":"Search users via SCIM .search endpoint (POST /profile/identity/v4.1/Users/.search).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM search payload. Required: schemas: [\\"urn:ietf:params:scim:api:messages:concur:2.0:SearchRequest\\"] (Concur-specific URN, not the standard SearchRequest URN). Optional: filter, count (1-1000), attributes, excludedAttributes, cursor (the nextCursor value from a prior response). The startIndex request parameter is not supported (responses still return a startIndex value)."}},"hostedApiKey":"none"},"sap_concur_send_back_expense_report":{"id":"sap_concur_send_back_expense_report","name":"SAP Concur Send Back Expense Report","description":"Send back an expense report to the employee (PATCH /expensereports/v4/reports/{reportId}/sendBack). Required body field: comment.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to send back"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Request body — `comment` is required by Concur (e.g., { \\"comment\\": \\"Missing receipt\\" }). Optional fields: `expectedStepCode`, `expectedStepSequence`."}},"hostedApiKey":"none"},"sap_concur_submit_expense_report":{"id":"sap_concur_submit_expense_report","name":"SAP Concur Submit Expense Report","description":"Submit an expense report into the workflow via Expense Report v4 (PATCH /expensereports/v4/users/{userId}/reports/{reportId}/submit). Takes no request body.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to submit"}},"hostedApiKey":"none"},"sap_concur_update_allocation":{"id":"sap_concur_update_allocation","name":"SAP Concur Update Allocation","description":"Update an allocation (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY (write requires expense.report.readwrite)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON Merge Patch (RFC 7386) payload. Must be the two-key envelope { \\"allocation\\": { \\"customData\\": [{ \\"id\\": \\"custom9\\", \\"value\\": \\"...\\", \\"isValid\\": true }] }, \\"expenseIds\\": [\\"29EE...\\"] }."}},"hostedApiKey":"none"},"sap_concur_update_expected_expense":{"id":"sap_concur_update_expected_expense","name":"SAP Concur Update Expected Expense","description":"Update an expected expense (PUT /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to update"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the expected expense"}},"hostedApiKey":"none"},"sap_concur_update_expense":{"id":"sap_concur_update_expense","name":"SAP Concur Update Expense","description":"Update an expense (PATCH /expensereports/v4/reports/{reportId}/expenses/{expenseId}). Only Company JWT authentication is allowed on this endpoint — the password grant is rejected. A submitted report cannot be updated once it has reached a Paid workflow status. Although the primary intent of this operation is for submitted report updates, it also works on unsubmitted reports, but with the same limited set of fields.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"PATCH body. Allowed fields: businessPurpose (string, max 64), customData (CustomData[]), expenseSource (required: EA|MOB|OTHER|SE|TA|TR|UI), isExpenseRejected (boolean), isPaperReceiptReceived (boolean)."}},"hostedApiKey":"none"},"sap_concur_update_expense_report":{"id":"sap_concur_update_expense_report","name":"SAP Concur Update Expense Report","description":"Update an unsubmitted expense report (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId} — supported contexts: TRAVELER, PROXY). The body must always include `reportSource` (EA, MOB, OTHER, SE, TR, or UI).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (own report) or PROXY (editing on behalf of another user)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the report. `reportSource` is REQUIRED by Concur on every update — one of \\"EA\\", \\"MOB\\", \\"OTHER\\", \\"SE\\", \\"TR\\", \\"UI\\" (use \\"OTHER\\" if unknown). Other updatable fields: businessPurpose, comment, country, countryCode, countrySubDivisionCode, customData, endDate, isCopyDownInherited, isPaperReceiptsReceived, name, policy, policyId, redirectFund, reportDate, startDate."}},"hostedApiKey":"none"},"sap_concur_update_list_item":{"id":"sap_concur_update_list_item","name":"SAP Concur Update List Item","description":"Update a list item (PUT /list/v4/items/{itemId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: shortCode, value. Other fields in the body are ignored."}},"hostedApiKey":"none"},"sap_concur_update_travel_request":{"id":"sap_concur_update_travel_request","name":"SAP Concur Update Travel Request","description":"Update a travel request (PUT /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to update"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the user performing the update. Optional. Will be taken into account only if calling with a Company token. If not provided the update will be performed as \\"Concur System\\"."},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the travel request. Partial update is supported. Only these fields are updatable: comment, startDate, startTime, endDate, endTime, expensePolicy, name, businessPurpose, mainDestination, travelAgency, and the custom1-custom20 fields — any other field is silently ignored. Pass an unquoted null to clear a field."}},"hostedApiKey":"none"},"sap_concur_update_user":{"id":"sap_concur_update_user","name":"SAP Concur Update User","description":"Patch a user identity (PATCH /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM PATCH payload. Required: schemas: [\\"urn:ietf:params:scim:api:messages:2.0:PatchOp\\"] and Operations, an array of { op, path, value } where op is add, replace, or remove. If the target location is a multi-valued attribute and no filter is specified, the attribute and all values are replaced. Example: deactivate a user with { op: \\"replace\\", path: \\"active\\", value: false }."}},"hostedApiKey":"none"},"sap_concur_upload_exchange_rates":{"id":"sap_concur_upload_exchange_rates","name":"SAP Concur Upload Exchange Rates","description":"Bulk upload up to 100 custom exchange rates (POST /exchangerate/v4/rates). 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Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_customer":{"id":"sap_s4hana_update_customer","name":"SAP S/4HANA Update Customer","description":"Update fields on an A_Customer entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. A_Customer is limited to modifiable fields such as OrderIsBlockedForCustomer, DeliveryIsBlocked, BillingIsBlockedForCustomer (Edm.String reason codes like \\"01\\"), PostingIsBlocked, and DeletionIndicator (Edm.Boolean). If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"customer":{"type":"string","required":true,"visibility":"user-or-llm","description":"Customer key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Customer fields to update (e.g., {\\"OrderIsBlockedForCustomer\\":\\"01\\",\\"DeletionIndicator\\":false}). Block-reason fields are Edm.String codes, not booleans."},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_product":{"id":"sap_s4hana_update_product","name":"SAP S/4HANA Update Product","description":"Update fields on an A_Product entity in SAP S/4HANA Cloud (API_PRODUCT_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Flat scalar header fields only — deep/multi-entity updates across navigation properties are not supported by API_PRODUCT_SRV MERGE/PUT (see SAP KBA 2833338); update child entities (plant, valuation, sales data, etc.) via their own endpoints. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"product":{"type":"string","required":true,"visibility":"user-or-llm","description":"Product key to update (string, up to 40 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Product fields to update (e.g., {\\"ProductGroup\\":\\"L001\\",\\"IsMarkedForDeletion\\":false})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. 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If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseOrder key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseOrder fields to update (e.g., {\\"PurchasingGroup\\":\\"002\\",\\"PurchaseOrderDate\\":\\"/Date(1735689600000)/\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_purchase_requisition":{"id":"sap_s4hana_update_purchase_requisition","name":"SAP S/4HANA Update Purchase Requisition","description":"Update fields on an A_PurchaseRequisitionHeader entity in SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV; deprecated since S/4HANA 2402, successor is API_PURCHASEREQUISITION_2 OData v4). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates across navigations are not supported (SAP KBA 2833338); use the A_PurchaseReqnItem entity directly to modify items. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseRequisition":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseRequisition key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseRequisitionHeader fields to update (e.g., {\\"PurchaseRequisitionType\\":\\"NB\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_sales_order":{"id":"sap_s4hana_update_sales_order","name":"SAP S/4HANA Update Sales Order","description":"Update fields on an A_SalesOrder header in SAP S/4HANA Cloud (API_SALES_ORDER_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates to to_Item / to_Partner / to_PricingElement navigations are not supported (see SAP KBA 2833338); use A_SalesOrderItem operations for line-level changes. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrder key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_SalesOrder fields to update (e.g., {\\"PurchaseOrderByCustomer\\":\\"PO-12345\\",\\"HeaderBillingBlockReason\\":\\"01\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_supplier":{"id":"sap_s4hana_update_supplier","name":"SAP S/4HANA Update Supplier","description":"Update fields on an A_Supplier entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. A_Supplier is limited to modifiable fields such as PostingIsBlocked, PurchasingIsBlocked, PaymentIsBlockedForSupplier, DeletionIndicator, and SupplierAccountGroup; company-code/purchasing-org segments must be updated via the `to_SupplierCompany` / `to_SupplierPurchasingOrg` deep-update endpoints. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"supplier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Supplier key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Supplier fields to update (e.g., {\\"PaymentIsBlockedForSupplier\\":true,\\"PostingIsBlocked\\":true})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"search_tool":{"id":"search_tool","name":"Web Search","description":"Search the web. Returns the most relevant web results, including title, link, snippet, and date for each result.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query"}},"hostedApiKey":"none"},"secrets_manager_create_secret":{"id":"secrets_manager_create_secret","name":"Secrets Manager Create Secret","description":"Create a new secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the secret to create"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The secret value (plain text or JSON string)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the secret"}},"hostedApiKey":"none"},"secrets_manager_delete_secret":{"id":"secrets_manager_delete_secret","name":"Secrets Manager Delete Secret","description":"Delete a secret from AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to delete"},"recoveryWindowInDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days before permanent deletion (7-30, default 30)"},"forceDelete":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"If true, immediately delete without recovery window"}},"hostedApiKey":"none"},"secrets_manager_describe_secret":{"id":"secrets_manager_describe_secret","name":"Secrets Manager Describe Secret","description":"Retrieve full metadata for a secret in AWS Secrets Manager, including rotation configuration and replication status, without exposing the secret value","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to describe"}},"hostedApiKey":"none"},"secrets_manager_get_secret":{"id":"secrets_manager_get_secret","name":"Secrets Manager Get Secret","description":"Retrieve a secret value from AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to retrieve"},"versionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the version to retrieve"},"versionStage":{"type":"string","required":false,"visibility":"user-or-llm","description":"The staging label of the version to retrieve (e.g., AWSCURRENT, AWSPREVIOUS)"}},"hostedApiKey":"none"},"secrets_manager_list_secrets":{"id":"secrets_manager_list_secrets","name":"Secrets Manager List Secrets","description":"List secrets stored in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of secrets to return (1-100, default 100)"},"nextToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token from a previous request"}},"hostedApiKey":"none"},"secrets_manager_restore_secret":{"id":"secrets_manager_restore_secret","name":"Secrets Manager Restore Secret","description":"Cancel a scheduled deletion for a secret in AWS Secrets Manager, restoring access to it","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to restore"}},"hostedApiKey":"none"},"secrets_manager_rotate_secret":{"id":"secrets_manager_rotate_secret","name":"Secrets Manager Rotate Secret","description":"Start or reconfigure rotation for a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to rotate"},"clientRequestToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency token for the new secret version (32-64 characters)"},"rotationLambdaARN":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the Lambda function that performs rotation (omit for managed rotation)"},"automaticallyAfterDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days between rotations (1-1000). Mutually exclusive with schedule expression"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"Length of the rotation window in hours, e.g. \\"3h\\""},"scheduleExpression":{"type":"string","required":false,"visibility":"user-or-llm","description":"A cron() or rate() expression defining the rotation schedule"},"rotateImmediately":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to rotate immediately (default true) or wait for the next scheduled window"}},"hostedApiKey":"none"},"secrets_manager_tag_resource":{"id":"secrets_manager_tag_resource","name":"Secrets Manager Tag Resource","description":"Attach tags to a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to tag"},"tags":{"type":"json","required":true,"visibility":"user-or-llm","description":"Tags to attach, as an array of {key, value} pairs (max 50)"}},"hostedApiKey":"none"},"secrets_manager_untag_resource":{"id":"secrets_manager_untag_resource","name":"Secrets Manager Untag Resource","description":"Remove tags from a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to untag"},"tagKeys":{"type":"json","required":true,"visibility":"user-or-llm","description":"Tag keys to remove, as an array of strings (max 50)"}},"hostedApiKey":"none"},"secrets_manager_update_secret":{"id":"secrets_manager_update_secret","name":"Secrets Manager Update Secret","description":"Update the value of an existing secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to update"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new secret value (plain text or JSON string)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description of the secret"}},"hostedApiKey":"none"},"semrush_backlinks":{"id":"semrush_backlinks","name":"Semrush Backlinks","description":"List the backlinks pointing at a domain, subdomain, or URL, with source page, anchor, and authority.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Semrush API key"},"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"Root domain, subdomain, or URL to analyze"},"targetType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope of the target: root_domain, domain, or url. 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Defaults to root_domain"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of rows to return, capped at 100,000"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of rows to skip, for pagination"},"displaySort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order, for example backlinks_num_desc or domains_num_desc"}},"hostedApiKey":"none"},"semrush_backlinks_competitors":{"id":"semrush_backlinks_competitors","name":"Semrush Backlink Competitors","description":"List domains with a backlink profile similar to the target, ranked by shared referring domains.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Semrush API key"},"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"Root domain, subdomain, or URL to analyze"},"targetType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope of the target: root_domain, domain, or url. 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When paginating with pageToken, pass the same pageSize used on the first request to keep page boundaries consistent."},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response (nextPageToken) to fetch the next page"}},"hostedApiKey":"none"},"sendgrid_remove_contacts_from_list":{"id":"sendgrid_remove_contacts_from_list","name":"SendGrid Remove Contacts from List","description":"Remove contacts from a specific list in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"},"contactIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated contact IDs to remove from the list"}},"hostedApiKey":"none"},"sendgrid_search_contacts":{"id":"sendgrid_search_contacts","name":"SendGrid Search Contacts","description":"Search for contacts in SendGrid using a query","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query (e.g., \\"email LIKE \'%example.com%\' AND CONTAINS(list_ids, \'list-id\')\\")"}},"hostedApiKey":"none"},"sendgrid_send_mail":{"id":"sendgrid_send_mail","name":"SendGrid Send Mail","description":"Send an email using SendGrid API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender email address (must be verified in SendGrid)"},"fromName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sender name"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"toName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recipient name"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email subject (required unless using a template with pre-defined subject)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email body content (required unless using a template with pre-defined content)"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type (text/plain or text/html)"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC email address"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC email address"},"replyTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to email address"},"replyToName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to name"},"attachments":{"type":"file[]","required":false,"visibility":"user-or-llm","description":"Files to attach to the email (UserFile objects)"},"templateId":{"type":"string","required":false,"visibility":"user-or-llm","description":"SendGrid template ID to use"},"dynamicTemplateData":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of dynamic template data"}},"hostedApiKey":"none"},"sentry_events_get":{"id":"sentry_events_get","name":"Get Event","description":"Retrieve detailed information about a specific Sentry event by its ID. Returns complete event details including stack traces, breadcrumbs, context, and user information.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project (e.g., \\"my-project\\")"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the event to retrieve (e.g., \\"abc123def456\\")"}},"hostedApiKey":"none"},"sentry_events_list":{"id":"sentry_events_list","name":"List Events","description":"List events from a Sentry project. Can be filtered by issue ID, query, or time period. Returns event details including context, tags, and user information.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to list events from (e.g., \\"my-project\\")"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter events by a specific issue ID (e.g., \\"12345\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter events. Only applied when an Issue ID is provided (the issue events endpoint); the project events endpoint ignores it. Supports Sentry search syntax (e.g., \\"user.email:*@example.com\\")"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of events to return per page (max: 100)"},"statsPeriod":{"type":"string","required":false,"visibility":"user-only","description":"Time period to query (e.g., \\"24h\\", \\"7d\\", \\"14d\\"). Cannot be combined with absolute start/end."}},"hostedApiKey":"none"},"sentry_issues_get":{"id":"sentry_issues_get","name":"Get Issue","description":"Retrieve detailed information about a specific Sentry issue by its ID. Returns complete issue details including metadata, tags, and statistics.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"issueId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the issue to retrieve (e.g., \\"12345\\")"}},"hostedApiKey":"none"},"sentry_issues_list":{"id":"sentry_issues_list","name":"List Issues","description":"List issues from Sentry for a specific organization and optionally a specific project. Returns issue details including status, error counts, and last seen timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter issues by numeric project ID (e.g., \\"4501234\\"). This organization-scoped endpoint requires the numeric project ID, not the project slug."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter issues. Supports Sentry search syntax (e.g., \\"is:unresolved\\", \\"level:error\\")"},"statsPeriod":{"type":"string","required":false,"visibility":"user-only","description":"Time window for the per-issue stats series (e.g., \\"24h\\", \\"14d\\"). Note: this controls the stats returned with each issue, not which issues are returned — use the query (e.g., \\"age:-7d\\", \\"lastSeen:-24h\\") to filter results."},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of issues to return per page (max: 100)"},"status":{"type":"string","required":false,"visibility":"user-only","description":"Filter by issue status: unresolved, resolved, or ignored. The legacy \\"ignored\\"/\\"muted\\" values map to Sentry\'s current \\"archived\\" search token."},"sort":{"type":"string","required":false,"visibility":"user-only","description":"Sort order: date, new, trends, freq, or user (default: date)"}},"hostedApiKey":"none"},"sentry_issues_update":{"id":"sentry_issues_update","name":"Update Issue","description":"Update a Sentry issue by changing its status, assignment, bookmark state, or other properties. Returns the updated issue details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"issueId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the issue to update (e.g., \\"12345\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status for the issue: resolved, unresolved, ignored, or resolvedInNextRelease"},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor to assign the issue to, in the form \\"user:<id>\\" or \\"team:<id>\\" (a bare username or email is also accepted). Use an empty string to unassign."},"isBookmarked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to bookmark the issue"},"isSubscribed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to subscribe to issue updates"},"isPublic":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether the issue should be publicly visible"}},"hostedApiKey":"none"},"sentry_projects_create":{"id":"sentry_projects_create","name":"Create Project","description":"Create a new Sentry project in an organization. Requires a team to associate the project with. Returns the created project details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the project"},"teamSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the team that will own this project"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL-friendly project identifier (auto-generated from name if not provided)"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"Platform/language for the project (e.g., javascript, python, node, react-native). If not specified, defaults to \\"other\\""},"defaultRules":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to create default alert rules (default: true)"}},"hostedApiKey":"none"},"sentry_projects_get":{"id":"sentry_projects_get","name":"Get Project","description":"Retrieve detailed information about a specific Sentry project by its slug. Returns complete project details including teams, features, and configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to retrieve (e.g., \\"my-project\\")"}},"hostedApiKey":"none"},"sentry_projects_list":{"id":"sentry_projects_list","name":"List Projects","description":"List all projects in a Sentry organization. Returns project details including name, platform, teams, and configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of projects to return per page (default: 25, max: 100)"}},"hostedApiKey":"none"},"sentry_projects_update":{"id":"sentry_projects_update","name":"Update Project","description":"Update a Sentry project by changing its name, slug, platform, or other settings. Returns the updated project details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to update (e.g., \\"my-project\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the project"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"New URL-friendly project identifier"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"New platform/language for the project (e.g., javascript, python, node)"},"isBookmarked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to bookmark the project"},"digestsMinDelay":{"type":"number","required":false,"visibility":"user-only","description":"Minimum delay (in seconds) for digest notifications"},"digestsMaxDelay":{"type":"number","required":false,"visibility":"user-only","description":"Maximum delay (in seconds) for digest notifications"}},"hostedApiKey":"none"},"sentry_releases_create":{"id":"sentry_releases_create","name":"Create Release","description":"Create a new release in Sentry. A release is a version of your code deployed to an environment. Can include commit information and associated projects. Returns the created release details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier for the release (e.g., \\"2.0.0\\", \\"my-app@1.0.0\\", or a git commit SHA)"},"projects":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of project slugs to associate with this release"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git reference (commit SHA, tag, or branch) for this release"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the release (e.g., GitHub release page)"},"dateReleased":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the release was deployed (defaults to current time)"},"commits":{"type":"string","required":false,"visibility":"user-only","description":"JSON array of commit objects with id, repository (optional), and message (optional). Example: [{\\"id\\":\\"abc123\\",\\"message\\":\\"Fix bug\\"}]"}},"hostedApiKey":"none"},"sentry_releases_deploy":{"id":"sentry_releases_deploy","name":"Create Deploy","description":"Create a deploy record for a Sentry release in a specific environment. Deploys track when and where releases are deployed. Returns the created deploy details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier of the release being deployed (e.g., \\"1.0.0\\" or \\"abc123\\")"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment name where the release is being deployed (e.g., \\"production\\", \\"staging\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional name for this deploy (e.g., \\"Deploy v2.0 to Production\\")"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the deploy (e.g., CI/CD pipeline URL)"},"dateStarted":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy started (defaults to current time)"},"dateFinished":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy finished"}},"hostedApiKey":"none"},"sentry_releases_list":{"id":"sentry_releases_list","name":"List Releases","description":"List releases for a Sentry organization or project. Returns release details including version, commits, deploy information, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter releases by numeric project ID (e.g., \\"4501234\\"). This organization-scoped endpoint requires the numeric project ID, not the project slug."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter releases (e.g., \\"1.0\\" to match version patterns)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of releases to return per page (default: 25, max: 100)"}},"hostedApiKey":"none"},"sentry_teams_list":{"id":"sentry_teams_list","name":"List Teams","description":"List all teams in a Sentry organization. Useful for discovering the team slug required when creating a project. Returns team details including slug, name, member count, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter teams by name or slug"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of teams to return per page (default: 25, max: 100)"}},"hostedApiKey":"none"},"serper_search":{"id":"serper_search","name":"Web Search","description":"A powerful web search tool that provides access to Google search results through Serper.dev API. Supports different types of searches including regular web search, news, places, images, videos, and shopping. Returns comprehensive results including organic results, knowledge graph, answer box, people also ask, related searches, and top stories.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (e.g., \\"latest AI news\\", \\"best restaurants in NYC\\")"},"num":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 20, 50)"},"gl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results (e.g., \\"us\\", \\"uk\\", \\"de\\", \\"fr\\")"},"hl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code for search results (e.g., \\"en\\", \\"es\\", \\"de\\", \\"fr\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of search to perform. Must be one of \\"search\\", \\"news\\", \\"places\\", \\"images\\", \\"videos\\", \\"shopping\\", \\"scholar\\", \\"patents\\" — any other value is rejected."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Serper API Key"}},"hostedApiKey":"always"},"servicenow_add_incident_comment":{"id":"servicenow_add_incident_comment","name":"Add ServiceNow Incident Comment","description":"Append an internal work note or a customer-visible additional comment to a ServiceNow incident. Both are journal fields, so the text is appended rather than replacing earlier entries.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"comment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text to append to the journal field."},"commentField":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which journal field to write to: \\"work_notes\\" for an internal note (default) or \\"comments\\" for a customer-visible additional comment."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_aggregate":{"id":"servicenow_aggregate","name":"Aggregate ServiceNow Records","description":"Compute aggregate statistics (count, sum, average, min, max, group by) over a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, change_request, task)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string to filter records before aggregating (e.g., \\"active=true\\")"},"count":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return the count of matching records"},"groupBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to group results by (e.g., category,priority)"},"avgFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to average (e.g., reassignment_count)"},"sumFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to sum"},"minFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the minimum of"},"maxFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the maximum of"},"having":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter on aggregate results, written as aggregate^field^operator^value and comma-separated for more than one (e.g., \\"count^priority^>^3\\" or \\"count^state^=^1,avg^priority^>^3\\")"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for grouped reference fields: \\"true\\", \\"false\\", or \\"all\\""}},"hostedApiKey":"none"},"servicenow_close_incident":{"id":"servicenow_close_incident","name":"Close ServiceNow Incident","description":"Move a ServiceNow incident to Closed (state 7) with a resolution code and resolution notes. Which roles may close an incident is instance-configurable, so the credential may need elevated rights.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"closeCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution code (close_code). This is a choice field whose values are configured per instance — read the choice list on your incident table and pass one of its values."},"closeNotes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution notes (close_notes) documenting how the incident was resolved."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional internal work note to append."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_create_change_request":{"id":"servicenow_create_change_request","name":"Create ServiceNow Change Request","description":"Create a change request in ServiceNow. Reference fields (assignment group, assigned to, requested by, configuration item) take sys_ids unless input display value is enabled.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"shortDescription":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short description — the one-line summary of the change."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Detailed description of the change."},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change type: \\"normal\\", \\"standard\\", or \\"emergency\\"."},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change category."},"risk":{"type":"string","required":false,"visibility":"user-or-llm","description":"Risk coded value. The choice list is configured per instance."},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact: 1 (High), 2 (Medium), or 3 (Low)."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority coded value 1-5 (1 Critical … 5 Planning)."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignment group (assignment_group) — sys_id of the sys_user_group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assigned to (assigned_to) — sys_id of the sys_user."},"requestedBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Requested by (requested_by) — sys_id of the sys_user."},"cmdbCi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Configuration item (cmdb_ci) — sys_id of the CI being changed."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned start date (start_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned end date (end_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"justification":{"type":"string","required":false,"visibility":"user-or-llm","description":"Justification for making the change."},"implementationPlan":{"type":"string","required":false,"visibility":"user-or-llm","description":"Implementation plan."},"backoutPlan":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backout plan."},"testPlan":{"type":"string","required":false,"visibility":"user-or-llm","description":"Test plan."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_create_incident":{"id":"servicenow_create_incident","name":"Create ServiceNow Incident","description":"Create an incident in ServiceNow. Reference fields (caller, assignment group, assigned to, configuration item) take sys_ids unless input display value is enabled.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"shortDescription":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short description — the one-line summary of the incident."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Detailed description of the incident."},"callerId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Caller (caller_id) — sys_id of the sys_user who reported the incident. Use Find ServiceNow User to resolve an email address to a sys_id."},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"Category (e.g., inquiry, software, hardware, network, database)."},"subcategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subcategory, valid for the selected category."},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact: 1 (High), 2 (Medium), or 3 (Low)."},"urgency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Urgency: 1 (High), 2 (Medium), or 3 (Low)."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority 1-5 (1 Critical … 5 Planning). Normally derived from impact and urgency, so prefer setting those."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Incident state coded value. Base system: 1=New, 2=In Progress, 3=On Hold, 6=Resolved, 7=Closed, 8=Canceled. Defaults to New."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignment group (assignment_group) — sys_id of the sys_user_group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assigned to (assigned_to) — sys_id of the sys_user."},"cmdbCi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Configuration item (cmdb_ci) — sys_id of the affected CI."},"businessService":{"type":"string","required":false,"visibility":"user-or-llm","description":"Service (business_service) — sys_id of the affected business service."},"contactType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Channel (contact_type), e.g., email, phone, self-service, chat."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal work note to record on creation."},"comments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Customer-visible additional comment to record on creation."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_create_record":{"id":"servicenow_create_record","name":"Create ServiceNow Record","description":"Create a new record in a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user)"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to set on the record as JSON object (e.g., {\\"short_description\\": \\"Issue title\\", \\"priority\\": \\"1\\"})"}},"hostedApiKey":"none"},"servicenow_delete_record":{"id":"servicenow_delete_record","name":"Delete ServiceNow Record","description":"Delete a record from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record sys_id to delete (e.g., 6816f79cc0a8016401c5a33be04be441)"}},"hostedApiKey":"none"},"servicenow_download_attachment":{"id":"servicenow_download_attachment","name":"Download ServiceNow Attachment","description":"Download an attachment file from ServiceNow by its sys_id","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"attachmentSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the attachment to download (from List Attachments)"}},"hostedApiKey":"none"},"servicenow_find_user":{"id":"servicenow_find_user","name":"Find ServiceNow User","description":"Look up ServiceNow users by email, user name, or display name. Use this to resolve the sys_id needed by reference fields such as caller_id, assigned_to, and approver.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact email address to match."},"userName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact user name (user_name) to match."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the display name using the ServiceNow LIKE operator, which matches anywhere in the field."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") users."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_get_change_next_states":{"id":"servicenow_get_change_next_states","name":"Get ServiceNow Change Next States","description":"Read the states a ServiceNow change request can actually move to next, with the instance\'s own state-to-label map and the conditions each transition still has to meet. Use this instead of assuming the base-system state codes, which a customized change model can change.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"changeSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the change request. Use Get ServiceNow Change Request to resolve a CHG number to its sys_id."}},"hostedApiKey":"none"},"servicenow_get_change_request":{"id":"servicenow_get_change_request","name":"Get ServiceNow Change Request","description":"Retrieve a single ServiceNow change request by number (e.g., CHG0030001) or sys_id. Reference fields are returned with both their sys_id and their label by default.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record sys_id. Provide either this or the record number."},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001). Provide either this or the sys_id."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_get_ci":{"id":"servicenow_get_ci","name":"Get ServiceNow Configuration Item","description":"Retrieve a configuration item and its CMDB relationships through the CMDB Instance API. Returns the CI attributes plus its inbound and outbound relations, each carrying the related CI and the relationship type.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"ciClass":{"type":"string","required":true,"visibility":"user-or-llm","description":"CMDB class (table) the CI belongs to, e.g., cmdb_ci_linux_server. Read it from the sys_class_name field returned by Search ServiceNow Configuration Items."},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the configuration item to retrieve."}},"hostedApiKey":"none"},"servicenow_get_incident":{"id":"servicenow_get_incident","name":"Get ServiceNow Incident","description":"Retrieve a single ServiceNow incident by number (e.g., INC0010001) or sys_id. Reference fields are returned with both their sys_id and their label by default.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record sys_id. Provide either this or the record number."},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001). Provide either this or the sys_id."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_get_knowledge_article":{"id":"servicenow_get_knowledge_article","name":"Get ServiceNow Knowledge Article","description":"Retrieve the full content of a ServiceNow knowledge article by sys_id or KB number through the Knowledge Management API.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"articleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id or KB number of the knowledge article (e.g., KB0000011)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated kb_knowledge fields to include alongside the article content (e.g., workflow_state,author)."},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter ISO 639-1 language code. Only applies when the article is addressed by KB number and a translation exists."},"updateView":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to increment the article view count and record an entry in the Knowledge Use [kb_use] table."}},"hostedApiKey":"none"},"servicenow_get_requested_item":{"id":"servicenow_get_requested_item","name":"Get ServiceNow Requested Item","description":"Retrieve a single ServiceNow requested item (RITM) by number (e.g., RITM0010001) or sys_id from the Requested Item [sc_req_item] table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record sys_id. Provide either this or the record number."},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001). Provide either this or the sys_id."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_approvals":{"id":"servicenow_list_approvals","name":"List ServiceNow Approvals","description":"List approval records from the ServiceNow Approval [sysapproval_approver] table. Defaults to the \\"requested\\" state, which is what a user\'s pending approvals look like.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"approverSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the approver (sys_user) whose approvals should be listed. Use Find ServiceNow User to resolve an email address to a sys_id."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Approval state: \\"requested\\" (pending, the default), \\"approved\\", or \\"rejected\\". Pass an empty string with a custom query to list every state."},"approvalFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the record being approved, matched against the sysapproval reference field."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_attachments":{"id":"servicenow_list_attachments","name":"List ServiceNow Attachments","description":"List the attachments on a ServiceNow record","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table that owns the record (e.g., incident, change_request)"},"recordSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record whose attachments should be listed"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of attachments to return"}},"hostedApiKey":"none"},"servicenow_list_catalog_items":{"id":"servicenow_list_catalog_items","name":"List ServiceNow Catalog Items","description":"Browse or search the ServiceNow service catalog. Returns each item with its sys_id, name, description, type, category, and catalogs, which is what Order ServiceNow Catalog Item needs.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to search for in the catalog items (e.g., \\"iPhone\\")."},"catalogSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a specific catalog, by catalog sys_id."},"categorySysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a specific category, by category sys_id."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to return (sysparm_limit)."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to skip for pagination (sysparm_offset)."}},"hostedApiKey":"none"},"servicenow_list_change_requests":{"id":"servicenow_list_change_requests","name":"List ServiceNow Change Requests","description":"Search ServiceNow change requests by state, type, risk, assignment, or text. All filters are ANDed together.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the change short description using the ServiceNow LIKE operator, which matches anywhere in the field."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change state coded value. Base system: -5=New, -4=Assess, -3=Authorize, -2=Scheduled, -1=Implement, 0=Review, 3=Closed, 4=Canceled."},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change type: \\"normal\\", \\"standard\\", or \\"emergency\\"."},"risk":{"type":"string","required":false,"visibility":"user-or-llm","description":"Risk coded value. The choice list is configured per instance."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assignment group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assigned user."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") change requests."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_change_tasks":{"id":"servicenow_list_change_tasks","name":"List ServiceNow Change Tasks","description":"List the change tasks belonging to a ServiceNow change request, via the Change Management API. Every field is returned as {value, display_value}, so a reference field carries both its sys_id and its label. This endpoint is not the Table API: the shape is fixed with no display-value option, and the results come back under `tasks` rather than the `records` the other list operations use.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"changeSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the change request whose tasks should be listed."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"ServiceNow encoded query used to filter the tasks (e.g., \\"active=true^ORDERBYnumber\\")."},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort the returned tasks by."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of tasks to return (sysparm_limit). ServiceNow defaults to 500."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tasks to skip for pagination (sysparm_offset)."}},"hostedApiKey":"none"},"servicenow_list_ci_relationships":{"id":"servicenow_list_ci_relationships","name":"List ServiceNow CI Relationships","description":"List rows from the CI Relationship [cmdb_rel_ci] table for a configuration item. Each row carries the parent CI, the child CI, and the relationship type.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"ciSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the configuration item whose relationships should be listed."},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which side of the relationship the CI sits on: \\"parent\\", \\"child\\", or \\"both\\" (default). \\"both\\" matches rows where the CI is either the parent or the child."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). 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Each row links a user to a group, so use it to find who can be assigned work for an assignment group.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"groupSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the sys_user_group whose members should be listed."},"groupName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact group name, resolved against the referenced group record. Provide this or the group sys_id."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_incidents":{"id":"servicenow_list_incidents","name":"List ServiceNow Incidents","description":"Search ServiceNow incidents by state, priority, assignment, caller, or text. All filters are ANDed together.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the incident short description using the ServiceNow LIKE operator, which matches anywhere in the field."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Incident state coded value. Base system: 1=New, 2=In Progress, 3=On Hold, 6=Resolved, 7=Closed, 8=Canceled."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority coded value 1-5 (1 Critical … 5 Planning)."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assignment group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assigned user."},"callerId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the caller."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") incidents."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_requested_items":{"id":"servicenow_list_requested_items","name":"List ServiceNow Requested Items","description":"List requested items (RITMs) from the ServiceNow Requested Item [sc_req_item] table, optionally scoped to a parent request or a catalog item. To scope by requester, pass an encoded query against the parent request, for example \\"request.requested_for=<sys_id>\\".","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"requestSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the parent request (sc_request) whose items should be listed."},"catalogItemSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the catalog item (cat_item) to filter by."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") requested items."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_order_catalog_item":{"id":"servicenow_order_catalog_item","name":"Order ServiceNow Catalog Item","description":"Submit a service catalog request for a catalog item using the Service Catalog API order_now endpoint. Returns the generated request number and sys_id.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"catalogItemSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the catalog item to order. Use List ServiceNow Catalog Items to find it."},"quantity":{"type":"number","required":false,"visibility":"user-or-llm","description":"Quantity to order. Must not be negative. Defaults to 1."},"requestedFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the sys_user the item is ordered for. Ordering on behalf of another user is governed by the glide.sc.req_for.roles instance properties."},"variables":{"type":"json","required":false,"visibility":"user-or-llm","description":"Name-value pairs for the catalog item variables, as a JSON object (e.g., {\\"data_plan\\": \\"500MB\\"}). All variables the item marks mandatory must be supplied."}},"hostedApiKey":"none"},"servicenow_read_record":{"id":"servicenow_read_record","name":"Read ServiceNow Records","description":"Read records from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific record sys_id (e.g., 6816f79cc0a8016401c5a33be04be441)"},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string (e.g., \\"active=true^priority=1\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (e.g., 0, 10, 20)"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., sys_id,number,short_description,state)"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for reference fields: \\"true\\" (display only), \\"false\\" (sys_id only), or \\"all\\" (both)"}},"hostedApiKey":"none"},"servicenow_resolve_incident":{"id":"servicenow_resolve_incident","name":"Resolve ServiceNow Incident","description":"Move a ServiceNow incident to Resolved (state 6) with a resolution code and resolution notes.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"closeCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution code (close_code). This is a choice field whose values are configured per instance — read the choice list on your incident table and pass one of its values."},"closeNotes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution notes (close_notes) documenting how the incident was resolved."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional internal work note to append."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_search_cis":{"id":"servicenow_search_cis","name":"Search ServiceNow Configuration Items","description":"Search the ServiceNow CMDB for configuration items. Defaults to the base cmdb_ci table, which returns CIs of every class; pass a CI class to scope the search to a subclass such as cmdb_ci_linux_server.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"ciClass":{"type":"string","required":false,"visibility":"user-or-llm","description":"CMDB class (table) to search, e.g., cmdb_ci_linux_server or cmdb_ci_app_server. Defaults to cmdb_ci, which covers every CI class."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the CI name using the ServiceNow LIKE operator, which matches anywhere in the field."},"operationalStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Operational status coded value (operational_status). The choice list is configured per instance."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_search_knowledge":{"id":"servicenow_search_knowledge","name":"Search ServiceNow Knowledge","description":"Search ServiceNow knowledge base articles through the Knowledge Management API. Returns ranked results with a snippet and the article number, which Get ServiceNow Knowledge Article accepts to fetch the full body.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to search for across knowledge articles."},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query used to filter the results, against the Knowledge [kb_knowledge] table (e.g., \\"workflow_state=published\\")."},"knowledgeBaseSysIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated knowledge base sys_ids (from kb_knowledge_base) to restrict results to."},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated ISO 639-1 language codes to restrict results to, or \\"all\\". Defaults to the session language."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated kb_knowledge fields to include in each result (e.g., workflow_state,kb_category)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of articles to return. ServiceNow defaults to 30."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of articles to skip for pagination."}},"hostedApiKey":"none"},"servicenow_update_approval":{"id":"servicenow_update_approval","name":"Approve or Reject ServiceNow Approval","description":"Approve or reject a ServiceNow approval record by setting its state on the Approval [sysapproval_approver] table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"approvalSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the approval record on the sysapproval_approver table. Use List ServiceNow Approvals to find it."},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"Decision to record: \\"approved\\" or \\"rejected\\"."},"comments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment to record alongside the decision. This is a journal field."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_update_change_request":{"id":"servicenow_update_change_request","name":"Update ServiceNow Change Request","description":"Update fields on an existing ServiceNow change request. Only the fields you supply are changed. Use Move ServiceNow Change State for state transitions.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"shortDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"New short description."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New detailed description."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change state coded value. Base system: -5=New, -4=Assess, -3=Authorize, -2=Scheduled, -1=Implement, 0=Review, 3=Closed, 4=Canceled."},"risk":{"type":"string","required":false,"visibility":"user-or-llm","description":"Risk coded value. The choice list is configured per instance."},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact: 1 (High), 2 (Medium), or 3 (Low)."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority coded value 1-5 (1 Critical … 5 Planning)."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignment group (assignment_group) — sys_id of the sys_user_group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assigned to (assigned_to) — sys_id of the sys_user."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned start date (start_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned end date (end_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"closeCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close code: \\"successful\\", \\"successful_issues\\", or \\"unsuccessful\\". Required when closing a change."},"closeNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close notes describing the outcome of the change."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal work note to append."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_update_change_state":{"id":"servicenow_update_change_state","name":"Move ServiceNow Change State","description":"Move a ServiceNow change request to another state. 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Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the alerting saved search (e.g. Errors in the last 24 hours). Use - to return the fired alerts of every saved search — this endpoint documents \\"Request parameters: None\\", so there is no count or offset to bound that with. Name one saved search unless you really want all of them."}},"hostedApiKey":"none"},"splunk_get_saved_search":{"id":"splunk_get_saved_search","name":"Splunk Get Saved Search","description":"Get the configuration of a single Splunk saved search by name, including its SPL, schedule, and alert settings.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the saved search (e.g. Errors in the last 24 hours)"}},"hostedApiKey":"none"},"splunk_get_search_job":{"id":"splunk_get_search_job","name":"Splunk Get Search Job","description":"Get the status and progress of a Splunk search job by search ID, including dispatch state, completion progress, and event/result counts.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"sid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search ID of the job to inspect (e.g. 1457683115.100)"}},"hostedApiKey":"none"},"splunk_get_search_results":{"id":"splunk_get_search_results","name":"Splunk Get Search Results","description":"Fetch the transformed results of a completed Splunk search job by search ID, with pagination.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"sid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search ID of the job whose results to fetch (e.g. 1457683115.100)"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of result rows to return. Defaults to 100. Page through larger result sets with offset rather than raising this — a completed job can hold millions of rows. 0 is rejected here even though Splunk reads it as \\"every row\\"."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"First result row (0-indexed) from which to begin returning data"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return for each row (e.g. _time,host,source). Returns all fields when omitted."},"addSummaryToMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include field summary statistics in the response"}},"hostedApiKey":"none"},"splunk_list_apps":{"id":"splunk_list_apps","name":"Splunk List Apps","description":"List the apps installed on the Splunk instance with their label, version, author, and enabled state.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of apps to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first app to return, for pagination"}},"hostedApiKey":"none"},"splunk_list_fired_alerts":{"id":"splunk_list_fired_alerts","name":"Splunk List Fired Alerts","description":"List the saved searches with currently triggered (unexpired) Splunk alerts and how many times each has fired.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of entries to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first entry to return, for pagination"}},"hostedApiKey":"none"},"splunk_list_indexes":{"id":"splunk_list_indexes","name":"Splunk List Indexes","description":"List the indexes configured on the Splunk instance with their size, event count, and retention settings.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"datatype":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter indexes by type: all, event, or metric. Splunk defaults to event, so pass all to include metric indexes."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of indexes to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first entry to return, for pagination"}},"hostedApiKey":"none"},"splunk_list_saved_searches":{"id":"splunk_list_saved_searches","name":"Splunk List Saved Searches","description":"List saved searches and reports configured in Splunk, including their SPL, schedule, and alert configuration.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter saved searches. A bare term matches as a substring across fields (e.g. Errors); field_name=field_value matches one field (e.g. is_scheduled=1)."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of saved searches to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first saved search to return, for pagination"}},"hostedApiKey":"none"},"splunk_run_search":{"id":"splunk_run_search","name":"Splunk Run Search","description":"Run an SPL search synchronously and return its results in a single call (oneshot mode). A oneshot search buffers the whole result set in one response with no paging, so use it for short searches; for anything large use Create Search Job with Get Search Results, which defaults to 100 rows and pages with offset.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"search":{"type":"string","required":true,"visibility":"user-or-llm","description":"SPL search string (e.g. index=main error | stats count by host). The leading \\"search\\" command is added automatically when omitted."},"earliestTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest (inclusive) time bound — relative (e.g. -24h, -7d@d) or absolute epoch/formatted time"},"latestTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest (exclusive) time bound — relative (e.g. now) or absolute time"},"adhocSearchLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search mode: verbose, fast, or smart. Defaults to fast."},"autoCancel":{"type":"number","required":false,"visibility":"user-or-llm","description":"Cancel the search after this many seconds of inactivity (e.g. 60). 0 never auto-cancels."},"maxCount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of events accessible in any given status bucket, and in transforming mode the maximum number of results to store. Defaults to 10000."}},"hostedApiKey":"none"},"sportmonks_core_get_cities":{"id":"sportmonks_core_get_cities","name":"Get Cities","description":"Retrieve all cities from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. region)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filters to apply"},"per_page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results per page (max 50, default 25)"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number to retrieve"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order direction (asc or desc)"}},"hostedApiKey":"none"},"sportmonks_core_get_city":{"id":"sportmonks_core_get_city","name":"Get City by ID","description":"Retrieve a single city by its ID from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"cityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique id of the city"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. region)"}},"hostedApiKey":"none"},"sportmonks_core_get_continent":{"id":"sportmonks_core_get_continent","name":"Get Continent by ID","description":"Retrieve a single continent by its ID from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"continentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique id of the continent"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. countries)"}},"hostedApiKey":"none"},"sportmonks_core_get_continents":{"id":"sportmonks_core_get_continents","name":"Get Continents","description":"Retrieve all continents from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. countries)"},"per_page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results per page (max 50, default 25)"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number 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Does not return emails or phone numbers — use Enrich Contacts for engagement data.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"fullName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Full name"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"managementLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Management level — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"companyId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ZoomInfo company ID"},"companyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name"},"contactAccuracyScoreMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum accuracy score (70-99)"},"requiredFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fields that must exist in results — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"excludePartialProfiles":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Exclude partial profiles"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order (asc or desc)"}},"hostedApiKey":"none"},"zoominfo_search_intent":{"id":"zoominfo_search_intent","name":"ZoomInfo Search Intent","description":"Search for companies showing intent signals on specific topics.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"topics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Up to 50 intent topics as JSON array or comma-separated list (e.g. [\\"CRM Software\\",\\"Marketing Automation\\"])"},"signalStartDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest signal date (YYYY-MM-DD)"},"signalEndDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest signal date (YYYY-MM-DD)"},"signalScoreMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum signal score (60-100)"},"signalScoreMax":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum signal score (60-100)"},"audienceStrengthMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Minimum audience strength (A-E, A is largest)"},"audienceStrengthMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum audience strength (A-E, A is largest)"},"findRecommendedContacts":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include recommended contacts (default true)"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country filter"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"State filter"},"industryCodes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Industry codes — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"}},"hostedApiKey":"none"},"zoominfo_search_news":{"id":"zoominfo_search_news","name":"ZoomInfo Search News","description":"Search ZoomInfo news articles by category, URL, or date range.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"categories":{"type":"string","required":false,"visibility":"user-or-llm","description":"News categories as JSON array or comma-separated list"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"News source URLs as JSON array or comma-separated list"},"pageDateMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest publish date (YYYY-MM-DD)"},"pageDateMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest publish date (YYYY-MM-DD)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"}},"hostedApiKey":"none"}}'
+  '{"a2a_cancel_task":{"id":"a2a_cancel_task","name":"A2A Cancel Task","description":"Request cancellation of an in-progress A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to cancel"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"a2a_get_agent_card":{"id":"a2a_get_agent_card","name":"A2A Get Agent Card","description":"Fetch the Agent Card (discovery document) for an external A2A agent.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"a2a_get_task":{"id":"a2a_get_task","name":"A2A Get Task","description":"Retrieve the current state and result of an A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to retrieve"},"historyLength":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of history messages to include"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"a2a_send_message":{"id":"a2a_send_message","name":"A2A Send Message","description":"Send a message to an external A2A agent and return its response.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message text to send"},"data":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional structured JSON data to attach"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional files to attach"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Existing task ID to continue"},"contextId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation context ID to continue"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"affinity_batch_update_entity_fields":{"id":"affinity_batch_update_entity_fields","name":"Affinity Batch Update Entity Fields","description":"Write up to 100 non-list field values on one company or person in a single request.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to write the fields on: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"updates":{"type":"json","required":true,"visibility":"user-or-llm","description":"Up to 100 field updates as [{\\"id\\":\\"<fieldId>\\",\\"value\\":{\\"type\\":\\"…\\",\\"data\\":…}}], using the same value shapes as a single field update"}},"hostedApiKey":"none"},"affinity_batch_update_list_entry_fields":{"id":"affinity_batch_update_list_entry_fields","name":"Affinity Batch Update List Entry Fields","description":"Write up to 100 field values on one list row in a single request. Requires the \\"Export data from Lists\\" permission.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"updates":{"type":"json","required":true,"visibility":"user-or-llm","description":"Up to 100 field updates as [{\\"id\\":\\"<fieldId>\\",\\"value\\":{\\"type\\":\\"…\\",\\"data\\":…}}], using the same value shapes as a single field update"}},"hostedApiKey":"none"},"affinity_create_list":{"id":"affinity_create_list","name":"Affinity Create List","description":"Create a list. Its type fixes which entities it can hold, and the API key holder becomes its creator and owner.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the new list"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity kind the list holds: company, opportunity, or person"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether everyone in the organization can see the list"}},"hostedApiKey":"none"},"affinity_create_list_field_dropdown_option":{"id":"affinity_create_list_field_dropdown_option","name":"Affinity Create List Field Dropdown Option","description":"Add a selectable option to a dropdown field on a list. 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Required on a ranked-dropdown or status-dropdown option"},"color":{"type":"string","required":false,"visibility":"user-or-llm","description":"Option color: white, gray, blue, green, purple, orange, or red. Required on a ranked-dropdown or status-dropdown option"},"statusCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pipeline meaning of the option: open, won, lost, or on-hold. Status-dropdown options only"},"winRate":{"type":"number","required":false,"visibility":"user-or-llm","description":"Expected win rate of the status. Status-dropdown options only"}},"hostedApiKey":"none"},"affinity_create_merge":{"id":"affinity_create_merge","name":"Affinity Create Merge","description":"Fold a duplicate company or person into the record you are keeping. The merge runs asynchronously — poll the returned task to see it finish. Requires the \\"Manage duplicates\\" permission and an admin role.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"What to merge: companies or persons"},"primaryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to keep"},"duplicateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the duplicate record to fold in"}},"hostedApiKey":"none"},"affinity_create_note":{"id":"affinity_create_note","name":"Affinity Create Note","description":"Write a note — attached to companies, persons, and opportunities, anchored to a meeting, call, or chat message, or posted as a reply to an existing note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Note shape: entities to attach it to records, interaction to anchor it to a meeting, call, or chat message, or user-reply to reply to a note"},"html":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note body as HTML"},"companyIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Companies to attach the note to, e.g. [1, 2]. Not used on a reply"},"personIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Persons to attach the note to, e.g. [1, 2]. Not used on a reply"},"opportunityIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Opportunities to attach the note to, e.g. [1, 2]. Not used on a reply"},"interactionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The interaction to anchor the note to. Required for an interaction note"},"interactionType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Kind of the anchoring interaction: meeting, call, or chat-message. Required for an interaction note"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The note being replied to. Required for a user-reply note"},"creatorId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Attribute the note to another internal person. 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Required when the type is recurring"}},"hostedApiKey":"none"},"affinity_delete_list_field_dropdown_option":{"id":"affinity_delete_list_field_dropdown_option","name":"Affinity Delete List Field Dropdown Option","description":"Permanently delete a dropdown option on a list field. 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Page the fragments endpoint for a longer meeting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"transcriptId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The transcript ID"}},"hostedApiKey":"none"},"affinity_get_user":{"id":"affinity_get_user","name":"Affinity Get User","description":"Read one internal user. A user and their person record share the same numeric ID, so a person ID works here.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID, which is also their person ID"}},"hostedApiKey":"none"},"affinity_list_calls":{"id":"affinity_list_calls","name":"Affinity List Calls","description":"Page through logged calls and their participants. Only calls the API key holder can see are returned.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_chat_messages":{"id":"affinity_list_chat_messages","name":"Affinity List Chat Messages","description":"Page through logged chat messages and their participants. Only messages the API key holder can see are returned.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_companies":{"id":"affinity_list_companies","name":"Affinity List Companies","description":"Page through companies. Companies come back without field data unless Field IDs or Field Types asks for it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the page to these company IDs, e.g. [1, 2, 3]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_coworker_connections":{"id":"affinity_list_coworker_connections","name":"Affinity List Coworker Connections","description":"Find warm paths into a company through shared work history: who in your Affinity data once worked alongside the people you want to reach. Grouped by target, strongest first.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"Required scope. The only supported filter is target.currentCompany.id, e.g. \\"target.currentCompany.id=123\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of targets to return per page, 1-50. Defaults to 20"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_emails":{"id":"affinity_list_emails","name":"Affinity List Emails","description":"Page through email metadata — subject, participants, and timestamps. Affinity never exposes email bodies through the API.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_entity_field_values":{"id":"affinity_list_entity_field_values","name":"Affinity List Entity Field Values","description":"Page through a company\'s or person\'s non-list field values. List fields are not returned here — read those through the list entry.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to read field values from: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field IDs. Mutually exclusive with Field Types"},"types":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field categories: enriched, global, relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 20"}},"hostedApiKey":"none"},"affinity_list_entity_list_entries":{"id":"affinity_list_entity_list_entries","name":"Affinity List Entity List Entries","description":"Page through a company\'s or person\'s rows across every list, each carrying that list\'s field values and when the entity was added.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to look up the rows of: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_entity_lists":{"id":"affinity_list_entity_lists","name":"Affinity List Entity Lists","description":"List every list a company or person appears on that the caller can view.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to look up the lists of: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_entity_notes":{"id":"affinity_list_entity_notes","name":"Affinity List Entity Notes","description":"List the notes relevant to one company, person, or opportunity — directly attached notes plus notes reaching it through its people and meetings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity the notes hang off: companies, persons, or opportunities"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company, person, or opportunity"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_entity_relationships":{"id":"affinity_list_entity_relationships","name":"Affinity List Entity Relationships","description":"List who knows a company or person, scored 0.0 to 1.0 by how much the two actually interact. Strongest first by default.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to look up relationships for: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on interactionScore only, e.g. \\"interactionScore>=0.5\\""},"orderBy":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort order: [\\"interactionScore\\"] for weakest first, [\\"-interactionScore\\"] for strongest first (the default)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_field_dropdown_options":{"id":"affinity_list_field_dropdown_options","name":"Affinity List Field Dropdown Options","description":"List the selectable options on a dropdown or ranked-dropdown company or person field. Writing such a field needs the option ID, not its text.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which field family the field belongs to: companies or persons"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown or ranked-dropdown field ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_field_metadata":{"id":"affinity_list_field_metadata","name":"Affinity List Field Metadata","description":"List the non-list company or person fields, with the value type, filter operators, and sort support of each. Start here to find the Field IDs the read and write tools take.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which fields to describe: companies or persons"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return: [\\"filterability\\",\\"sortability\\"]. Both are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on name only, e.g. \\"name=~Status\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_field_value_changes":{"id":"affinity_list_field_value_changes","name":"Affinity List Field Value Changes","description":"Page through field value changes across the whole workspace. Built for delta sync: follow nextCursor to the end of a run, then resume from the last cursor next time.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over field.id, listEntry.id, changer.id, changedAt, or actionType. Resume a sync with e.g. \\"changedAt>2026-06-01T12:00:00Z\\""},"orderBy":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort order: [\\"changedAt\\"] for oldest first (the default), [\\"-changedAt\\"] for newest first"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_investor_executive_connections":{"id":"affinity_list_investor_executive_connections","name":"Affinity List Investor Executive Connections","description":"Find warm paths into a company through investment history: which investors in your Affinity data backed a company the people you want to reach once led. Grouped by target, strongest first.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"Required scope. The only supported filter is target.currentCompany.id, e.g. \\"target.currentCompany.id=123\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of targets to return per page, 1-50. Defaults to 20"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_list_entries":{"id":"affinity_list_list_entries","name":"Affinity List List Entries","description":"Page through the rows of a list. Rows come back without field data unless Field IDs or Field Types asks for it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, list, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_entry_field_value_changes":{"id":"affinity_list_list_entry_field_value_changes","name":"Affinity List List Entry Field Value Changes","description":"Page through the history of one list row — who changed which field, when, and to what.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over field.id, changer.id, changedAt, or actionType, e.g. \\"field.id=field-1234\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_entry_fields":{"id":"affinity_list_list_entry_fields","name":"Affinity List List Entry Fields","description":"Page through every field value on one list row, including the list-specific columns. All fields are returned unless narrowed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field IDs. Mutually exclusive with Field Types"},"types":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field categories: enriched, global, list, relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 20"}},"hostedApiKey":"none"},"affinity_list_list_field_dropdown_options":{"id":"affinity_list_list_field_dropdown_options","name":"Affinity List List Field Dropdown Options","description":"List the selectable options on a dropdown, ranked-dropdown, or status-dropdown field of a list.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown field ID on that list"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_fields":{"id":"affinity_list_list_fields","name":"Affinity List List Fields","description":"List the fields available on one list, including its list-specific columns. Use these Field IDs when reading or writing list entries.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return: [\\"filterability\\",\\"sortability\\"]. Both are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on name only, e.g. \\"name=~Stage\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_lists":{"id":"affinity_list_lists","name":"Affinity List Lists","description":"Page through the lists in the organization that the caller can view.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"term":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case-insensitive substring match on the list name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_meetings":{"id":"affinity_list_meetings","name":"Affinity List Meetings","description":"Page through past and upcoming meetings with their organizer and attendees.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_merge_tasks":{"id":"affinity_list_merge_tasks","name":"Affinity List Merge Tasks","description":"Page through merge tasks, each summarizing how many of its merges are in progress, succeeded, or failed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which merge tasks to list: companies or persons"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on status only, e.g. \\"status=in-progress\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_merges":{"id":"affinity_list_merges","name":"Affinity List Merges","description":"Page through the company or person merges the organization has run, with the status and the records involved in each.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which merges to list: companies or persons"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over status or taskId, e.g. \\"status=failed\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_note_attached_companies":{"id":"affinity_list_note_attached_companies","name":"Affinity List Note Attached Companies","description":"List the companies directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_attached_opportunities":{"id":"affinity_list_note_attached_opportunities","name":"Affinity List Note Attached Opportunities","description":"List the opportunities directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_attached_persons":{"id":"affinity_list_note_attached_persons","name":"Affinity List Note Attached Persons","description":"List the persons directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_replies":{"id":"affinity_list_note_replies","name":"Affinity List Note Replies","description":"Page through the replies on one note, including AI Notetaker replies.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID whose replies to read"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_notes":{"id":"affinity_list_notes","name":"Affinity List Notes","description":"Page through every note the caller can see. Replies are excluded.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return, e.g. [\\"repliesCount\\",\\"personsPreview\\",\\"companiesPreview\\",\\"opportunitiesPreview\\"]. Those four fields are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_opportunities":{"id":"affinity_list_opportunities","name":"Affinity List Opportunities","description":"Page through opportunities. 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Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_organic_competitors":{"id":"ahrefs_organic_competitors","name":"Ahrefs Organic Competitors","description":"Get domains that compete with a target domain or URL for the same organic keywords, ranked by keyword overlap.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_organic_keywords":{"id":"ahrefs_organic_keywords","name":"Ahrefs Organic Keywords","description":"Get organic keywords that a target domain or URL ranks for in Google search results. Returns keyword details including search volume, ranking position, and estimated traffic.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_paid_pages":{"id":"ahrefs_paid_pages","name":"Ahrefs Paid Pages","description":"Get a target domain\'s pages that receive paid search traffic, sorted by estimated paid traffic. Returns page URLs with their paid traffic, keyword counts, and estimated spend.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_competitors_overview":{"id":"ahrefs_rank_tracker_competitors_overview","name":"Ahrefs Rank Tracker Competitors Overview","description":"Get competitor rankings for the keywords tracked in an Ahrefs Rank Tracker project: each tracked keyword\'s volume and difficulty alongside every competitor\'s position, traffic, and traffic value. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_competitors_stats":{"id":"ahrefs_rank_tracker_competitors_stats","name":"Ahrefs Rank Tracker Competitors Stats","description":"Get aggregate competitor stats for an Ahrefs Rank Tracker project: each competitor\'s traffic, traffic value, average position, and share of voice across all tracked keywords. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report metrics for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_overview":{"id":"ahrefs_rank_tracker_overview","name":"Ahrefs Rank Tracker Overview","description":"Get ranking overview metrics for the keywords tracked in an Ahrefs Rank Tracker project: position, search volume, keyword difficulty, and estimated traffic. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_serp_overview":{"id":"ahrefs_rank_tracker_serp_overview","name":"Ahrefs Rank Tracker SERP Overview","description":"Get the full SERP (search engine results page) for a keyword tracked in an Ahrefs Rank Tracker project, including every ranking URL with its position, title, and authority metrics. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tracked keyword to retrieve SERP data for"},"country":{"type":"string","required":true,"visibility":"user-or-llm","description":"Country code for the tracked keyword. Example: \\"us\\", \\"gb\\", \\"de\\""},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"topPositions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of top organic positions to return (defaults to all available)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Timestamp to return the last available SERP Overview at, in YYYY-MM-DDThh:mm:ss format"},"locationId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Location ID of the tracked keyword, if tracked at a specific location"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code of the tracked keyword"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_refdomains_history":{"id":"ahrefs_refdomains_history","name":"Ahrefs Referring Domains History","description":"Get the historical referring domains trend for a target domain or URL over a date range, grouped daily, weekly, or monthly.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_referring_domains":{"id":"ahrefs_referring_domains","name":"Ahrefs Referring Domains","description":"Get a list of domains that link to a target domain or URL. Returns unique referring domains with their domain rating, backlink counts, and discovery dates.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live), \\"all_time\\" (default, includes lost domains), or \\"since:YYYY-MM-DD\\" (domains found since a date)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_related_terms":{"id":"ahrefs_related_terms","name":"Ahrefs Related Terms","description":"Get keyword ideas related to a seed keyword: terms the same top-ranking pages also rank for (\\"also rank for\\") or also discuss (\\"also talk about\\"), with volume, difficulty, and CPC.","version":"1.0.0","params":{"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The seed keyword to find related terms for"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for keyword data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"terms":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of related keywords to return: \\"also_rank_for\\", \\"also_talk_about\\", or \\"all\\" (default: \\"all\\")"},"viewFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to derive related terms from the top 10 or top 100 ranking pages (default: \\"top_10\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_site_audit_page_explorer":{"id":"ahrefs_site_audit_page_explorer","name":"Ahrefs Site Audit Page Explorer","description":"Get crawled pages from an Ahrefs Site Audit project with health and SEO metrics: HTTP status, title, link counts, backlinks, indexability, and traffic. Optionally filter to pages affected by a specific issue.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Site Audit project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Crawl date in YYYY-MM-DDThh:mm:ss format (defaults to the most recent crawl)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip, for pagination"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return pages affected by this issue ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_top_pages":{"id":"ahrefs_top_pages","name":"Ahrefs Top Pages","description":"Get the top pages of a target domain sorted by organic traffic. Returns page URLs with their traffic, keyword counts, and estimated traffic value.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"airtable_create_records":{"id":"airtable_create_records","name":"Airtable Create Records","description":"Write new records to an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to create, each with a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_delete_records":{"id":"airtable_delete_records","name":"Airtable Delete Records","description":"Delete one or more records from an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of record IDs to delete (each starts with \\"rec\\", e.g., [\\"recXXXXXXXXXXXXXX\\"]). Pass a single-element array to delete one record."}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_get_base_schema":{"id":"airtable_get_base_schema","name":"Airtable Get Base Schema","description":"Get the schema of all tables, fields, and views in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_get_record":{"id":"airtable_get_record","name":"Airtable Get Record","description":"Retrieve a single record from an Airtable table by its ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access 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bases"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_list_records":{"id":"airtable_list_records","name":"Airtable List Records","description":"Read records from an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"maxRecords":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (default: all records)"},"filterFormula":{"type":"string","required":false,"visibility":"user-or-llm","description":"Formula to filter records (e.g., \\"({Field Name} = \'Value\')\\")"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_list_tables":{"id":"airtable_list_tables","name":"Airtable List Tables","description":"List all tables and their schema in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_update_multiple_records":{"id":"airtable_update_multiple_records","name":"Airtable Update Multiple Records","description":"Update multiple existing records in an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to update, each with an `id` and a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_update_record":{"id":"airtable_update_record","name":"Airtable Update Record","description":"Update an existing record in an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access 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Airtable table, matching on the specified merge fields","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to upsert, each with a `fields` object"},"fieldsToMergeOn":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of field names used to match existing records (max 3). 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If noteType is text/html, supports: <b>, <i>, <u>, <a>, <ul>, <ol>, <li>, <code>, <pre>"},"noteType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type of the note: text/plain (default) or text/html"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send notifications to subscribed users (default false)"},"isPrivate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the note is private (only visible to the author)"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backdated creation timestamp in ISO 8601 (e.g. 2024-01-01T00:00:00Z). Defaults to now."}},"hostedApiKey":"none"},"ashby_delete_application":{"id":"ashby_delete_application","name":"Ashby Delete Application","description":"Permanently deletes an application in Ashby. 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2024-01-01T00:00:00Z)"},"syncToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque token from a completed prior sync run"}},"hostedApiKey":"none"},"ashby_list_job_postings":{"id":"ashby_list_job_postings","name":"Ashby List Job Postings","description":"Lists all job postings in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by location name (case sensitive)"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by department name (case sensitive)"},"listedOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only returns listed (publicly visible) job postings (default false)"},"includeUnpublishedJobPostings":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, also returns unpublished (Draft) job postings. The endpoint already returns both listed and unlisted published postings by default, so this only adds drafts."},"jobBoardId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of a specific job board to filter postings to. If omitted, returns postings on the primary external job board."}},"hostedApiKey":"none"},"ashby_list_jobs":{"id":"ashby_list_jobs","name":"Ashby List Jobs","description":"Lists all jobs in an Ashby organization. By default returns Open, Closed, and Archived jobs. Specify status to filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default and max 100). 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Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"created_at:direction\\" (e.g., \\"created_at:asc\\", \\"created_at:desc\\")"}},"hostedApiKey":"none"},"calendly_list_scheduled_events":{"id":"calendly_list_scheduled_events","name":"Calendly List Scheduled Events","description":"Retrieve a list of scheduled events for a user or organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events that belong to this user. Either \\"user\\" or \\"organization\\" must be provided. 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Format: ISO 8601 (e.g., \\"2024-01-01T00:00:00Z\\")"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"field:direction\\" (e.g., \\"start_time:asc\\", \\"start_time:desc\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status. Format: \\"active\\" or \\"canceled\\""}},"hostedApiKey":"none"},"calendly_list_user_availability_schedules":{"id":"calendly_list_user_availability_schedules","name":"Calendly List User Availability Schedules","description":"Retrieve a user\'s availability schedules, working hours, and date overrides","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":true,"visibility":"user-or-llm","description":"User whose schedules are returned. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"}},"hostedApiKey":"none"},"calendly_list_user_busy_times":{"id":"calendly_list_user_busy_times","name":"Calendly List User Busy Times","description":"Retrieve a user\'s internal and external busy times within a date range, based on their connected calendars","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":true,"visibility":"user-or-llm","description":"User whose busy times are returned. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"startTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start of the requested range. Cannot be in the past. Format: ISO 8601 (e.g., \\"2024-01-01T00:00:00Z\\")"},"endTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"End of the requested range. Must be after the start and no more than 7 days later. Format: ISO 8601 (e.g., \\"2024-01-07T00:00:00Z\\")"}},"hostedApiKey":"none"},"calendly_list_webhooks":{"id":"calendly_list_webhooks","name":"Calendly List Webhooks","description":"Retrieve a list of webhook subscriptions for an organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization URI to list webhooks for. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"scope":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scope of the webhooks to list. Format: \\"organization\\", \\"user\\", or \\"group\\""},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter webhooks by user URI (for user-scoped webhooks). Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"}},"hostedApiKey":"none"},"cbinsights_chat":{"id":"cbinsights_chat","name":"CB Insights Chat","description":"Ask ChatCBI a question in natural language and get an answer grounded in CB Insights data, with its sources and suggested follow-ups. 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Pass it to continue that conversation rather than starting a new one."}},"hostedApiKey":"none"},"cbinsights_get_commercial_maturity_history":{"id":"cbinsights_get_commercial_maturity_history","name":"CB Insights Get Commercial Maturity History","description":"Retrieve an organization\'s historical Commercial Maturity levels, tracking how its ability to compete for customers or serve as a partner has moved over time.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. Resolve a name or website to one with Look Up Organizations, which never charges credits."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest date to return, as YYYY-MM-DD. Must be on or after 2024-07-25 and within 24 months of endDate. Defaults to the later of one year ago and 2024-07-25."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest date to return, as YYYY-MM-DD. Must be on or after 2024-07-25 and within 24 months of startDate. Defaults to today."}},"hostedApiKey":"none"},"cbinsights_get_exit_probability_history":{"id":"cbinsights_get_exit_probability_history","name":"CB Insights Get Exit Probability History","description":"Retrieve an organization\'s historical two-year IPO and M&A exit probabilities, each alongside the mean for comparable companies.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. 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Defaults to today."}},"hostedApiKey":"none"},"cbinsights_get_mosaic_history":{"id":"cbinsights_get_mosaic_history","name":"CB Insights Get Mosaic History","description":"Retrieve an organization\'s historical Mosaic Scores — overall plus the management, market, momentum, and money factors — so a trend can be read rather than a single snapshot.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. Resolve a name or website to one with Look Up Organizations, which never charges credits."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest date to return, as YYYY-MM-DD. Must be on or after 2024-01-01 and within the last 24 months. Defaults to the later of one year ago and 2024-01-01."}},"hostedApiKey":"none"},"cbinsights_get_org_business_relationships":{"id":"cbinsights_get_org_business_relationships","name":"CB Insights Get Organization Business Relationships","description":"Retrieve one organization\'s partnerships, client/vendor relationships, and licensing activity, with AI-generated insights on each.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. 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Resolve a name or website to one with Look Up Organizations, which never charges credits."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return in a single response, 1-100"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token from a previous response; omit for the first page"}},"hostedApiKey":"none"},"cbinsights_get_org_investments":{"id":"cbinsights_get_org_investments","name":"CB Insights Get Organization Investments","description":"Retrieve the rounds in which one organization invested in another, with AI-generated insights extracting the key themes of each deal.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. Resolve a name or website to one with Look Up Organizations, which never charges credits."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return in a single response, 1-100"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token from a previous response; omit for the first page"}},"hostedApiKey":"none"},"cbinsights_get_org_management_and_board":{"id":"cbinsights_get_org_management_and_board","name":"CB Insights Get Organization Management and Board","description":"Retrieve an organization\'s leadership team and board members with their education, work history, and board seats, plus the Management factor of its Mosaic Score.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. 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This endpoint never charges credits, so use it to match your own records before spending credits on the data endpoints.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"names":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization names to look up, e.g. [\\"CB Insights\\"]"},"urls":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization websites to look up, e.g. [\\"cbinsights.com\\"]"},"profileUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"A CB Insights profile URL to resolve. Mutually exclusive with names and urls — the API rejects a request that sets both."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return in a single response, 1-100"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token from a previous response; omit for the first page"}},"hostedApiKey":"none"},"cbinsights_rag":{"id":"cbinsights_rag","name":"CB Insights Retrieve Context","description":"Retrieve the raw structured CB Insights data relevant to a question, for feeding your own model rather than reading a written answer. Uses generative AI and can be wrong — verify anything that matters.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"The question to retrieve context for. Must be under 10,000 characters."}},"hostedApiKey":"none"},"cbinsights_search_firmographics":{"id":"cbinsights_search_firmographics","name":"CB Insights Search Firmographics","description":"Search profiles of private companies, public companies, and investors by market, industry, geography, headcount, funding, and valuation. Each field is ANDed together; values within a field are ORed.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"keyword":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term matched against organization names, descriptions, and aliases"},"orgIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights organization IDs to return, e.g. [129410, 129411]"},"orgNames":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization names to match exactly, e.g. [\\"CB Insights\\"]"},"urls":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization websites to match, e.g. [\\"cbinsights.com\\"]"},"tickers":{"type":"json","required":false,"visibility":"user-or-llm","description":"Stock tickers to match, each optionally suffixed with an exchange code after a colon"},"marketIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights market IDs to match, e.g. [6, 95, 106]"},"marketNames":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights market names to match. Partial matches count — \\"AI\\" returns every market whose name contains it."},"industryIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights industry IDs to match (mid level of the taxonomy)"},"sectorIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights sector IDs to match (top level of the taxonomy)"},"subindustryIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights sub-industry IDs to match (lowest level of the taxonomy)"},"businessModelIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights business model IDs to match"},"technologyIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights technology landscape IDs to match"},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Expert Collection IDs to search within"},"countryIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights country IDs to match"},"stateProvinceIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights state or province IDs to match"},"cityIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights city IDs to match"},"continentIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights continent IDs to match"},"regionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights region IDs to match"},"orgStatusIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights organization status IDs to match (active, acquired, dead, IPO, merged)"},"investorOrgIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Return organizations these investor organization IDs have invested in"},"investorTypeIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Return investor organizations of these investor types"},"fundingInvestorTypeIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Return organizations funded by these investor types"},"lastFundingRoundIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights funding round IDs of the most recent round"},"lastFundingRoundCategoryIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights funding round category IDs of the most recent round"},"minCurrentHeadcount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum current headcount"},"maxCurrentHeadcount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum current headcount"},"minTotalFundingInMillions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum total funding raised, in millions of US dollars"},"maxTotalFundingInMillions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum total funding raised, in millions of US dollars"},"minValuationInMillions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum valuation, in millions of US dollars"},"maxValuationInMillions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum valuation, in millions of US dollars"},"minLastFundingDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest date of the most recent funding round, as YYYY-MM-DD"},"maxLastFundingDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest date of the most recent funding round, as YYYY-MM-DD"},"vcBacked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Restrict to organizations that have received venture funding"},"sortField":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: orgName, orgId, lastUpdateTime, lastFundingDate, latestValuation, mosaicOverall, mosaicManagement, mosaicMarket, mosaicMomentum, mosaicMoney, headcountCurrent, headcount6MonthGrowth, headcount12MonthGrowth, or headcount24MonthGrowth"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction, \\"asc\\" or \\"desc\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return in a single response, 1-100"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token from a previous response; omit for the first page"}},"hostedApiKey":"none"},"circleback_add_tag_to_meetings":{"id":"circleback_add_tag_to_meetings","name":"Circleback Add Tag to Meetings","description":"Applies an existing Circleback tag to one or more meetings and returns the updated meetings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the tag to apply"},"meetingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated IDs of the meetings to tag"}},"hostedApiKey":"none"},"circleback_create_tag":{"id":"circleback_create_tag","name":"Circleback Create Tag","description":"Creates a new tag in Circleback. If a tag with the same name already exists, a conflict error is returned.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The display name of the tag"},"tagDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"A description of the tag"}},"hostedApiKey":"none"},"circleback_delete_action_item":{"id":"circleback_delete_action_item","name":"Circleback Delete Action Item","description":"Deletes a Circleback action item. Returns the deleted action item.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"actionItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the action item"}},"hostedApiKey":"none"},"circleback_delete_meeting":{"id":"circleback_delete_meeting","name":"Circleback Delete Meeting","description":"Deletes a Circleback meeting. Only the owner of the meeting can delete it. Returns the deleted meeting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the meeting"}},"hostedApiKey":"none"},"circleback_delete_tag":{"id":"circleback_delete_tag","name":"Circleback Delete Tag","description":"Permanently deletes a Circleback tag and removes it from every meeting it was applied to.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the tag"}},"hostedApiKey":"none"},"circleback_get_company":{"id":"circleback_get_company","name":"Circleback Get Company","description":"Gets a company by its domain from Circleback, including its people and external links.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"The website domain of the company to fetch, such as example.com"}},"hostedApiKey":"none"},"circleback_get_meeting":{"id":"circleback_get_meeting","name":"Circleback Get Meeting","description":"Gets a Circleback meeting by ID, including notes, attendees, action items, insights, and recording details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the meeting"}},"hostedApiKey":"none"},"circleback_get_person":{"id":"circleback_get_person","name":"Circleback Get Person","description":"Gets a person by their profile ID from Circleback, including their profile details and external links.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"profileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the person profile"}},"hostedApiKey":"none"},"circleback_get_transcript":{"id":"circleback_get_transcript","name":"Circleback Get Transcript","description":"Gets the full transcript for a Circleback meeting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the meeting"}},"hostedApiKey":"none"},"circleback_list_action_items":{"id":"circleback_list_action_items","name":"Circleback List Action Items","description":"Lists action items across the authenticated user meetings, filtered by assignee, status, tags, and attendees. Defaults to incomplete action items assigned to the API key owner.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"assigneeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"The assignee scope to filter by: Me, NotMe, Profile, MyWorkspace, OutsideMyWorkspace, Unassigned, or Anyone. Defaults to Me"},"assigneeProfileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Profile ID of the assignee to filter by"},"assigneeTeamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team ID of the assignee to filter by"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Completion status to filter by: PENDING or DONE. Defaults to incomplete action items"},"attendeeProfileIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated profile IDs of meeting attendees to filter by"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to filter by"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_calendar_events":{"id":"circleback_list_calendar_events","name":"Circleback List Calendar Events","description":"Lists upcoming calendar events from the authenticated user connected calendars, with pagination and a configurable time window.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"startTimeLookbackHours":{"type":"string","required":false,"visibility":"user-or-llm","description":"How many hours in the past to include calendar meetings from"},"startTimeLookaheadHours":{"type":"string","required":false,"visibility":"user-or-llm","description":"How many hours in the future to include calendar meetings from"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"The direction calendar meetings are sorted in by start time: ascending or descending. Defaults to ascending"},"includeOfflineSingleAttendee":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to true to include calendar meetings that have no meeting link and only one attendee"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_companies":{"id":"circleback_list_companies","name":"Circleback List Companies","description":"Lists the companies whose people attend the authenticated user meetings, with optional tag filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs. Filters companies to those with meetings so tagged"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_meetings":{"id":"circleback_list_meetings","name":"Circleback List Meetings","description":"Lists meetings from Circleback with optional ownership, status, tag, and attendee filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"ownership":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which meetings to return: All, Mine, or Shared. Defaults to Mine"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated meeting statuses to filter by"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to filter by"},"attendeeProfileIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated profile IDs of attendees to filter by"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_people":{"id":"circleback_list_people","name":"Circleback List People","description":"Lists the people who attend the authenticated user meetings, ordered by most recent meeting, with optional company and tag filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"domains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated company domains to filter people by"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs. Filters people to attendees of meetings so tagged"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"The maximum number of people to return"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_tags":{"id":"circleback_list_tags","name":"Circleback List Tags","description":"Lists every tag available to the authenticated Circleback user.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"}},"hostedApiKey":"none"},"circleback_remove_tag_from_meetings":{"id":"circleback_remove_tag_from_meetings","name":"Circleback Remove Tag from Meetings","description":"Removes a Circleback tag from one or more meetings and returns the updated meetings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the tag to remove"},"meetingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated IDs of the meetings to remove the tag from"}},"hostedApiKey":"none"},"circleback_search_meetings":{"id":"circleback_search_meetings","name":"Circleback Search Meetings","description":"Searches Circleback meetings by name and content, with optional filters for specific meetings, tags, and people.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"searchTerm":{"type":"string","required":false,"visibility":"user-or-llm","description":"The text to search for across meeting names and content"},"meetingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated meeting IDs to restrict the search to"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to restrict the search to"},"attendeeProfileIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated profile IDs of attendees to restrict the search to"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_update_action_item":{"id":"circleback_update_action_item","name":"Circleback Update Action Item","description":"Updates the title, description, status, or assignee of a Circleback action item. Returns the updated action item.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"actionItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the action item"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new title of the action item"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new detailed description of the action item"},"assigneeProfileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The profile ID to assign the action item to, or the literal text null to remove the assignee"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"The completion status: PENDING or DONE"}},"hostedApiKey":"none"},"circleback_update_meeting":{"id":"circleback_update_meeting","name":"Circleback Update Meeting","description":"Updates the name, notes, or private notes of a Circleback meeting. The API returns only the fields that were updated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the meeting"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new name of the meeting"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new meeting notes in Markdown"},"privateNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"The authenticated user private notes for the meeting"}},"hostedApiKey":"none"},"circleback_update_tag":{"id":"circleback_update_tag","name":"Circleback Update Tag","description":"Updates the name or description of a Circleback tag.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the tag"},"tagName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new display name of the tag"},"tagDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new description of the tag"}},"hostedApiKey":"none"},"clay_populate":{"id":"clay_populate","name":"Clay Populate","description":"Populate Clay with data from a JSON file. Enables direct communication and notifications with timestamp tracking and channel confirmation.","version":"1.0.0","params":{"webhookURL":{"type":"string","required":true,"visibility":"user-only","description":"The webhook URL to populate"},"data":{"type":"json","required":true,"visibility":"user-or-llm","description":"The data to populate"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Optional auth token for Clay webhook authentication (most webhooks do not require this)"}},"hostedApiKey":"none"},"clerk_add_organization_member":{"id":"clerk_add_organization_member","name":"Add Organization Member in Clerk","description":"Add a user as a member of a Clerk organization with a given role","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the user to add as a member"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role to assign, e.g. org:admin or org:member"}},"hostedApiKey":"none"},"clerk_ban_user":{"id":"clerk_ban_user","name":"Ban User in Clerk","description":"Ban a user, preventing them from signing in","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to ban (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}},"hostedApiKey":"none"},"clerk_create_actor_token":{"id":"clerk_create_actor_token","name":"Create Actor Token in Clerk","description":"Create an actor token to impersonate a user (God Mode / act-as-user), e.g. for support tooling","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the user to impersonate"},"actor":{"type":"json","required":true,"visibility":"user-or-llm","description":"Actor JSON object identifying who is impersonating, must include a \\"sub\\" field, e.g. {\\"sub\\": \\"user_support_agent_id\\"}"},"expiresInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds until the token expires (default 3600)"},"sessionMaxDurationInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max duration in seconds for sessions created with this token (default 1800)"}},"hostedApiKey":"none"},"clerk_create_allowlist_identifier":{"id":"clerk_create_allowlist_identifier","name":"Create Allowlist Identifier in Clerk","description":"Add an email, phone number, or web3 wallet to your Clerk instance allowlist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, phone number, or web3 wallet to allow (wildcards like *@example.com supported for email)"},"notify":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to notify the identifier owner by email (default false)"}},"hostedApiKey":"none"},"clerk_create_blocklist_identifier":{"id":"clerk_create_blocklist_identifier","name":"Create Blocklist Identifier in Clerk","description":"Add an email, phone number, or web3 wallet to your Clerk instance blocklist to prevent sign-ups","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, phone number, or web3 wallet to block"}},"hostedApiKey":"none"},"clerk_create_organization":{"id":"clerk_create_organization","name":"Create Organization in Clerk","description":"Create a new organization in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the organization"},"createdBy":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the creator who will become admin (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slug identifier for the organization"},"maxAllowedMemberships":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum member capacity (0 for unlimited)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object)"}},"hostedApiKey":"none"},"clerk_create_organization_invitation":{"id":"clerk_create_organization_invitation","name":"Create Organization Invitation in Clerk","description":"Invite a user by email to join a Clerk organization with a given role","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"emailAddress":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the user to invite"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role to assign on acceptance, e.g. org:admin or org:member"},"inviterUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID of the inviter"},"redirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect to after the invitation is accepted"},"expiresInDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Days until the invitation expires (1-365, default 30)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON 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Until at least one policy is attached the application denies everyone, so pair this with \\"Create Access Policy\\". Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Application type: self_hosted, saas, ssh, vnc, app_launcher, warp, biso, bookmark, infrastructure, rdp, mcp, mcp_portal, or proxy_endpoint. dash_sso has no request variant and cannot be created through the API"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"The primary hostname and path secured by Access, e.g. internal.example.com or example.com/admin. Required for the self_hosted, ssh, vnc, and rdp types; optional for bookmark and mcp_portal; read-only for app_launcher, warp, biso, and proxy_endpoint; and absent from the saas, infrastructure, and mcp variants"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Friendly name shown in the dashboard and App Launcher"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long an Access session stays valid, e.g. 24h or 30m"},"allowedIdps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated identity provider IDs users may authenticate with. Leave empty to allow all configured providers"},"appLauncherVisible":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the application is shown in the App Launcher"},"autoRedirectToIdentity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users skip the identity provider picker"},"customDenyMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message shown to users who are denied access"},"customDenyUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL denied users are redirected to"},"logoUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Logo image URL shown in the dashboard and App Launcher"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag names categorizing the application"},"policies":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of policies to attach. Entries may be reusable policy IDs or inline policy objects, e.g. [\\"<POLICY_ID>\\"]"},"saasApp":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON SaaS configuration, required for the saas type and rejected on every other type. SAML, e.g. {\\"auth_type\\":\\"saml\\",\\"consumer_service_url\\":\\"https://example.com/acs\\",\\"sp_entity_id\\":\\"https://example.com\\"}; OIDC, e.g. {\\"auth_type\\":\\"oidc\\",\\"client_id\\":\\"...\\",\\"redirect_uris\\":[\\"https://example.com/callback\\"]}"},"targetCriteria":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of infrastructure target criteria, required for the infrastructure and rdp types and rejected on every other type, e.g. [{\\"port\\":22,\\"protocol\\":\\"SSH\\",\\"target_attributes\\":{\\"hostname\\":[\\"production\\"]}}]"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_access_policy":{"id":"cloudflare_create_access_policy","name":"Cloudflare Create Access Policy","description":"Creates a Cloudflare Access (Zero Trust) policy on an application, deciding who may reach it. A policy takes effect on live traffic as soon as it is created — an allow policy with a broad include rule grants access immediately. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID to attach the policy to"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the policy"},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"What the policy does when it matches: allow, deny, non_identity (service tokens and other non-identity rules), or bypass (skip Access entirely)"},"include":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with OR logic — matching any one selects the policy. Example: [{\\"email\\":{\\"email\\":\\"user@example.com\\"}}] or [{\\"email_domain\\":{\\"domain\\":\\"example.com\\"}}]"},"exclude":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with NOT logic — matching any one rejects the request"},"require":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with AND logic — all of them must match"},"precedence":{"type":"number","required":false,"visibility":"user-or-llm","description":"Evaluation order of the policy within the application"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long a session granted by this policy stays valid, e.g. 24h. Leave it unset on a policy attached to an infrastructure-typed application — Cloudflare rejects those with error 12130"},"approvalRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether an approver must grant each access request"},"isolationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the session must run in a remote isolated browser"},"purposeJustificationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users must state a reason for access"},"purposeJustificationPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Prompt shown when a justification is required"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_access_service_token":{"id":"cloudflare_create_access_service_token","name":"Cloudflare Create Access Service Token","description":"Creates a Cloudflare Access (Zero Trust) service token so a machine can authenticate to Access-protected applications. This is the only response that ever contains the client secret — Cloudflare will not return it again, so capture it in the same run. Requires an API token with Account Access: Service Tokens Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Service tokens are account-scoped"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the service token"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long the token stays valid before it expires, e.g. 8760h. Defaults to Cloudflare\'s standard lifetime"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_dns_record":{"id":"cloudflare_create_dns_record","name":"Cloudflare Create DNS Record","description":"Creates a new DNS record for a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to create the DNS record in"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\", \\"NS\\", \\"SRV\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record name (e.g., \\"example.com\\" or \\"subdomain.example.com\\")"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record content (e.g., IP address for A records, target for CNAME)"},"ttl":{"type":"number","required":false,"visibility":"user-or-llm","description":"Time to live in seconds (1 = automatic, default: 1)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable Cloudflare proxy (default: false)"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Record priority. Cloudflare accepts this top-level field for MX and URI records only; an SRV record carries its priority, weight, port, and target inside the record content instead"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment for the DNS record"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags for the DNS record"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_r2_bucket":{"id":"cloudflare_create_r2_bucket","name":"Cloudflare Create R2 Bucket","description":"Creates an R2 object storage bucket in an account. The location hint and jurisdiction are fixed at creation and cannot be changed later. Requires an API token with Account Workers R2 Storage Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"bucketName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new bucket"},"locationHint":{"type":"string","required":false,"visibility":"user-or-llm","description":"Region hint for where the bucket should live: apac, eeur, enam, weur, wnam, or oc. Cannot be changed after creation"},"storageClass":{"type":"string","required":false,"visibility":"user-or-llm","description":"Default storage class for objects: Standard or InfrequentAccess"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction to create the bucket in: default, eu, or fedramp. Cannot be changed after creation"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_rate_limit_rule":{"id":"cloudflare_create_rate_limit_rule","name":"Cloudflare Create Rate Limiting Rule","description":"Creates a rate limiting rule in the http_ratelimit phase entry point ruleset of a zone, using the current Rulesets-based rate limiting API (the legacy rate_limits endpoint is no longer available). Run \\"List Rate Limiting Rules\\" first to get the ruleset ID. Requires an API token with Zone WAF Edit.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to add the rate limiting rule to"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The http_ratelimit entry point ruleset ID, as returned by \\"List Rate Limiting Rules\\""},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting the requests the rule applies to, e.g. (http.request.uri.path matches \\"^/api/\\")"},"characteristics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated counting characteristics. cf.colo.id is mandatory. ip.src and cf.unique_visitor_id are mutually exclusive — include at most one. Example: cf.colo.id,ip.src"},"period":{"type":"number","required":true,"visibility":"user-or-llm","description":"Counting window in seconds. Cloudflare accepts only 10, 60, 120, 300, 600, or 3600"},"requestsPerPeriod":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of requests allowed within the counting period before the action fires"},"action":{"type":"string","required":false,"visibility":"user-or-llm","description":"Action applied once the limit is exceeded, e.g. block, managed_challenge, js_challenge, challenge, or log. Defaults to block"},"mitigationTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds the action stays applied after the limit is exceeded. Cloudflare accepts only 0, 10, 60, 120, 300, 600, 3600, or 86400"},"counting_expression":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional expression defining which requests are counted, when it differs from the matching expression"},"requestsToOrigin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only requests that reach the origin are counted"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_ruleset":{"id":"cloudflare_create_ruleset","name":"Cloudflare Create Ruleset","description":"Creates a zone ruleset for a phase, optionally seeded with its first rules. Use this when a phase has no entry point ruleset yet — reading the entry point returns 404 on a zone that has never had a rule in that phase, and rules can only be appended to a ruleset that already exists. Create the entry point with kind \\"zone\\" and the target phase (for example http_ratelimit for rate limiting rules or http_request_firewall_custom for WAF custom rules), then use the returned ruleset ID for later rule operations. Requires an API token with Zone WAF Edit (or another matching ruleset Edit permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to create the ruleset in"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Human-readable name for the ruleset"},"phase":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset phase, e.g. http_ratelimit, http_request_firewall_custom, http_request_firewall_managed, http_request_transform, http_request_dynamic_redirect"},"kind":{"type":"string","required":false,"visibility":"user-or-llm","description":"Ruleset kind: zone or custom. Use zone to create a phase entry point ruleset and custom for a ruleset an execute rule deploys. Defaults to zone. \\"root\\" is the account-level phase entry point and \\"managed\\" is Cloudflare-owned, so neither can be created on this zone-scoped endpoint"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the ruleset"},"rules":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of rules to seed the ruleset with, in evaluation order. Each rule takes action, expression, and optionally description, enabled, action_parameters, and ratelimit"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_ruleset_rule":{"id":"cloudflare_create_ruleset_rule","name":"Cloudflare Create Ruleset Rule","description":"Adds a rule to a zone ruleset. Use \\"Get Phase Entry Point Ruleset\\" first to find the ruleset ID for the phase you want (for example http_request_firewall_custom for a WAF custom rule, or http_request_firewall_managed with action \\"execute\\" to deploy a managed ruleset). The rule is appended to the end of the ruleset unless a position is given. Requires an API token with Zone WAF Edit (or another matching ruleset Write permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID to add the rule to"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"The action the rule performs. Valid values depend on the phase — e.g. block, challenge, js_challenge, managed_challenge, log, skip, or execute (to deploy a managed ruleset)"},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting matching requests, e.g. (ip.src.country in {\\"GB\\" \\"FR\\"}). Use \\"true\\" to match every request"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference tag that stays stable across rule updates"},"actionParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of action-specific parameters. For an \\"execute\\" rule this carries the managed ruleset id and any overrides, e.g. {\\"id\\":\\"<MANAGED_RULESET_ID>\\",\\"overrides\\":{\\"action\\":\\"log\\"}}"},"position":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object placing the rule within the ruleset. Exactly one of {\\"before\\":\\"<RULE_ID>\\"}, {\\"after\\":\\"<RULE_ID>\\"}, or {\\"index\\":<1-based position>}"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_zone":{"id":"cloudflare_create_zone","name":"Cloudflare Create Zone","description":"Adds a new zone (domain) to the Cloudflare account.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The domain name to add (e.g., \\"example.com\\")"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Zone type: \\"full\\" (Cloudflare manages DNS), \\"partial\\" (CNAME setup), or \\"secondary\\" (secondary DNS). Cloudflare also defines \\"internal\\", which is not creatable through this tool"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_access_application":{"id":"cloudflare_delete_access_application","name":"Cloudflare Delete Access Application","description":"Permanently deletes a Cloudflare Access (Zero Trust) application and every policy attached to it. The hostname it protected is immediately left without an Access identity check, so anyone who can reach it can reach the origin. This cannot be undone. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID to delete permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_access_policy":{"id":"cloudflare_delete_access_policy","name":"Cloudflare Delete Access Policy","description":"Permanently deletes a Cloudflare Access (Zero Trust) policy from an application. This changes who can reach the application the moment it runs: removing an allow policy locks out everyone it covered, and removing a deny or require policy drops that restriction. This cannot be undone. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID that owns the policy"},"policyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access policy ID to delete permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_dns_record":{"id":"cloudflare_delete_dns_record","name":"Cloudflare Delete DNS Record","description":"Deletes a DNS record from a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID containing the DNS record"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The DNS record ID to delete"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_r2_bucket":{"id":"cloudflare_delete_r2_bucket","name":"Cloudflare Delete R2 Bucket","description":"Permanently deletes an R2 object storage bucket. Cloudflare only deletes an empty bucket, and the deletion cannot be undone. Requires an API token with Account Workers R2 Storage Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"bucketName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the bucket to delete permanently"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction the bucket lives in: default, eu, or fedramp"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_ruleset_rule":{"id":"cloudflare_delete_ruleset_rule","name":"Cloudflare Delete Ruleset Rule","description":"Permanently deletes a rule from a zone ruleset. This takes effect immediately on live traffic and cannot be undone — deleting a WAF custom rule, a managed-ruleset deployment, or a rate limiting rule removes that protection from the zone. Also use this to delete rate limiting rules, which live in the http_ratelimit phase ruleset. Requires an API token with Zone WAF Edit (or another matching ruleset Write permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID containing the rule"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The rule ID to delete permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_zone":{"id":"cloudflare_delete_zone","name":"Cloudflare Delete Zone","description":"Deletes a zone (domain) from the Cloudflare account.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to delete"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_dns_analytics":{"id":"cloudflare_dns_analytics","name":"Cloudflare DNS Analytics","description":"Gets DNS analytics report for a zone including query counts and trends.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to get DNS analytics for"},"since":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date for analytics (ISO 8601, e.g., \\"2024-01-01T00:00:00Z\\") or relative (e.g., \\"-6h\\")"},"until":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date for analytics (ISO 8601, e.g., \\"2024-01-31T23:59:59Z\\") or relative (e.g., \\"now\\")"},"metrics":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated metrics to retrieve (e.g., \\"queryCount,uncachedCount,staleCount,responseTimeAvg,responseTimeMedian,responseTime90th,responseTime99th\\"). Optional in the API"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions to group by (e.g., \\"queryName,queryType,responseCode,responseCached,coloName,origin,dayOfWeek,tcp,ipVersion,querySizeBucket,responseSizeBucket\\")"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filters to apply to the data (e.g., \\"queryType==A\\")"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for the result set. Fields must be included in metrics or dimensions (e.g., \\"+queryCount\\" or \\"-responseTimeAvg\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_access_application":{"id":"cloudflare_get_access_application","name":"Cloudflare Get Access Application","description":"Reads a single Cloudflare Access (Zero Trust) application, including its attached policies. Requires an API token with Account Access: Apps and Policies Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID (or audience tag) to read"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_r2_bucket":{"id":"cloudflare_get_r2_bucket","name":"Cloudflare Get R2 Bucket","description":"Reads the metadata of a single R2 object storage bucket. Requires an API token with Account Workers R2 Storage Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"bucketName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the bucket to read"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction the bucket lives in: default, eu, or fedramp"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_ruleset":{"id":"cloudflare_get_ruleset","name":"Cloudflare Get Ruleset","description":"Reads a single zone ruleset including every rule it contains, in evaluation order. Requires an API token with Zone WAF Read (or another matching ruleset Read permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID to read"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_ruleset_entrypoint":{"id":"cloudflare_get_ruleset_entrypoint","name":"Cloudflare Get Phase Entry Point Ruleset","description":"Reads the entry point ruleset for a phase on a zone, including all of its rules. This is how you find the ruleset ID you need before adding, updating, or deleting a rule — for example http_request_firewall_custom for WAF custom rules, http_request_firewall_managed for managed-ruleset deployments and overrides, or http_ratelimit for rate limiting rules. Requires an API token with Zone WAF Read (or another matching ruleset Read permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to read the phase entry point for"},"phase":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset phase, e.g. http_request_firewall_custom, http_request_firewall_managed, http_ratelimit, http_request_transform, http_request_dynamic_redirect"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_tunnel":{"id":"cloudflare_get_tunnel","name":"Cloudflare Get Tunnel","description":"Reads a single Cloudflare Tunnel (cloudflared), including its health status and active connector connections. Requires an API token with Account Cloudflare Tunnel Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Tunnels are account-scoped"},"tunnelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tunnel ID to read"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_tunnel_configuration":{"id":"cloudflare_get_tunnel_configuration","name":"Cloudflare Get Tunnel Configuration","description":"Reads the configuration of a remotely-managed Cloudflare Tunnel — its ingress rules, origin request settings, and WARP routing. Only tunnels whose configuration source is \\"cloudflare\\" have a remote configuration; locally-managed tunnels keep it in their own config file. Requires an API token with Account Cloudflare Tunnel Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Tunnels are account-scoped"},"tunnelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tunnel ID to read the configuration for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_worker_script_settings":{"id":"cloudflare_get_worker_script_settings","name":"Cloudflare Get Worker Script Settings","description":"Reads the deployment settings of a single Workers script — bindings, compatibility date and flags, limits, observability, placement, and tail consumers. The plain \\"get script\\" endpoint in the Cloudflare API returns raw JavaScript source rather than JSON, so this settings endpoint is the structured way to inspect one script. Requires an API token with Account Workers Scripts Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Workers scripts are account-scoped"},"scriptName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Workers script to read settings for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_zone":{"id":"cloudflare_get_zone","name":"Cloudflare Get Zone","description":"Gets details for a specific zone (domain) by its ID.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to retrieve details for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_zone_settings":{"id":"cloudflare_get_zone_settings","name":"Cloudflare Get Zone Settings","description":"Reads zone settings such as SSL mode, minimum TLS version, security level, and caching level. Cloudflare retired the endpoint that read every setting in one request, so each setting is read individually — name the ones you need to keep the read small. Defaults to ssl, always_use_https, min_tls_version, tls_1_3, security_level, cache_level, browser_cache_ttl, development_mode, rocket_loader, email_obfuscation, hotlink_protection, ip_geolocation, http2, http3, websockets.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to get settings for"},"settingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated setting IDs to read, e.g. \\"ssl,min_tls_version,security_level\\". Leave blank to read the default set (ssl, always_use_https, min_tls_version, tls_1_3, security_level, cache_level, browser_cache_ttl, development_mode, rocket_loader, email_obfuscation, hotlink_protection, ip_geolocation, http2, http3, websockets). At most 40 settings per call."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_applications":{"id":"cloudflare_list_access_applications","name":"Cloudflare List Access Applications","description":"Lists the Cloudflare Access (Zero Trust) applications protecting an account. Requires an API token with Account Access: Apps and Policies Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by application name"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by the primary hostname the application secures"},"aud":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by application audience (AUD) tag"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across applications"},"exact":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the name and domain filters must match exactly"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of applications per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_groups":{"id":"cloudflare_list_access_groups","name":"Cloudflare List Access Groups","description":"Lists the reusable Cloudflare Access (Zero Trust) groups in an account. Groups bundle identity rules that policies can reference by ID. Requires an API token with Account Access: Organizations, Identity Providers, and Groups Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access groups are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by group name"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across groups"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of groups per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_identity_providers":{"id":"cloudflare_list_access_identity_providers","name":"Cloudflare List Access Identity Providers","description":"Lists the identity providers configured for Cloudflare Access (Zero Trust) in an account, such as Okta, Entra ID, Google Workspace, or a one-time PIN. Use the returned IDs to restrict an application with allowed_idps. Requires an API token with Account Access: Organizations, Identity Providers, and Groups Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Identity providers are account-scoped"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_policies":{"id":"cloudflare_list_access_policies","name":"Cloudflare List Access Policies","description":"Lists the Cloudflare Access (Zero Trust) policies attached to an application, in precedence order. Requires an API token with Account Access: Apps and Policies Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID whose policies should be listed"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of policies per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_service_tokens":{"id":"cloudflare_list_access_service_tokens","name":"Cloudflare List Access Service Tokens","description":"Lists the Cloudflare Access (Zero Trust) service tokens in an account, which let machines authenticate to Access-protected applications. Client secrets are never returned by this endpoint — only on creation. Requires an API token with Account Access: Service Tokens Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Service tokens are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by service token name"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across service tokens"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of service tokens per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_certificates":{"id":"cloudflare_list_certificates","name":"Cloudflare List Certificates","description":"Lists SSL/TLS certificate packs for a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list certificates for"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"all\\" to include every certificate pack regardless of status. Cloudflare documents no other value for this filter; omitting it returns only active packs"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number of paginated results (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of certificate packs per page (default: 20, min: 5, max: 50)"},"deploy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by deployment environment: \\"staging\\" or \\"production\\""},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_dns_records":{"id":"cloudflare_list_dns_records","name":"Cloudflare List DNS Records","description":"Lists DNS records for a specific zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list DNS records for"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record name (exact match)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record content (exact match)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page (default: 100, max: 5000000)"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc or desc)"},"match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Match logic for filters: any or all (default: all)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (type, name, content, ttl, proxied)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter by proxy status"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across record name, content, and value"},"tag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by an exact tag name"},"tag_match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag filter match logic: any or all. Only affects results when combined with multiple tag filter conditions; has no effect with the single exact-match Tag Filter above."},"commentFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter records by comment content (substring match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_managed_ruleset_overrides":{"id":"cloudflare_list_managed_ruleset_overrides","name":"Cloudflare List Managed Ruleset Overrides","description":"Lists the WAF managed rulesets deployed on a zone together with the overrides applied to each one. Cloudflare has no dedicated overrides endpoint — overrides live on the \\"execute\\" rules of the http_request_firewall_managed phase entry point ruleset, which this reads. Requires an API token with Zone WAF Read.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to read managed ruleset deployments and overrides for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_r2_buckets":{"id":"cloudflare_list_r2_buckets","name":"Cloudflare List R2 Buckets","description":"Lists the R2 object storage buckets in an account. Requires an API token with Account Workers R2 Storage Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"name_contains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return buckets whose name contains this substring"},"start_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bucket name to start listing after"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor returned by a previous call"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction by bucket name: asc or desc"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of buckets per page"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction to list within: default, eu, or fedramp"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_rate_limit_rules":{"id":"cloudflare_list_rate_limit_rules","name":"Cloudflare List Rate Limiting Rules","description":"Lists the rate limiting rules on a zone by reading the http_ratelimit phase entry point ruleset. This uses the current Rulesets-based rate limiting API; the legacy rate_limits endpoint is no longer available. The returned ruleset ID is what \\"Create Rate Limiting Rule\\", \\"Update Rate Limiting Rule\\", and \\"Delete Ruleset Rule\\" need. Requires an API token with Zone WAF Read.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list rate limiting rules for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_rulesets":{"id":"cloudflare_list_rulesets","name":"Cloudflare List Rulesets","description":"Lists every ruleset defined on a zone across all phases (WAF custom rules, managed rules, rate limiting, transform rules, and more). The list response deliberately omits the rules inside each ruleset — use \\"Get Ruleset\\" to read them. Requires an API token with Zone WAF Read (or another matching ruleset Read permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list rulesets for"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of rulesets to return per page"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page, taken from the cursor output of a previous call. This endpoint paginates by cursor, not by page number"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_tunnels":{"id":"cloudflare_list_tunnels","name":"Cloudflare List Tunnels","description":"Lists the Cloudflare Tunnels (cloudflared) in an account, with their health status and active connections. Requires an API token with Account Cloudflare Tunnel Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Tunnels are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by exact tunnel name"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by tunnel health: inactive, degraded, healthy, or down"},"uuid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by tunnel UUID"},"is_deleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to return deleted tunnels instead of active ones"},"include_prefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include tunnels whose name starts with this prefix"},"exclude_prefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exclude tunnels whose name starts with this prefix"},"existed_at":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return tunnels that existed at this RFC 3339 timestamp"},"was_active_at":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return tunnels that were active at this RFC 3339 timestamp"},"was_inactive_at":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return tunnels that were inactive at this RFC 3339 timestamp"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tunnels per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_worker_routes":{"id":"cloudflare_list_worker_routes","name":"Cloudflare List Worker Routes","description":"Lists the Workers routes on a zone, showing which URL patterns are handled by which Worker script. Unlike the Workers script endpoints, routes are zone-scoped. Requires an API token with Zone Workers Routes Read.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list Workers routes for. Routes are zone-scoped, not account-scoped"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_worker_scripts":{"id":"cloudflare_list_worker_scripts","name":"Cloudflare List Worker Scripts","description":"Lists the Workers scripts deployed in an account. Requires an API token with Account Workers Scripts Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Workers scripts are account-scoped"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter scripts by tag. Cloudflare expects a comma-separated list of tag:allowed pairs where allowed is yes or no, e.g. team:core:yes,deprecated:no"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_zones":{"id":"cloudflare_list_zones","name":"Cloudflare List Zones","description":"Lists all zones (domains) in the Cloudflare account.","version":"1.0.0","params":{"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter zones by domain name (e.g., \\"example.com\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by zone status: \\"initializing\\", \\"pending\\", \\"active\\", or \\"moved\\""},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of zones per page (default: 20, max: 50)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter zones by account ID"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (name, status, account.id, account.name, plan.id)"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Match logic for filters (any, all). Default: all"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_purge_cache":{"id":"cloudflare_purge_cache","name":"Cloudflare Purge Cache","description":"Purges cached content for a zone. Can purge everything or specific files/tags/hosts/prefixes.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to purge cache for"},"purge_everything":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to purge all cached content. Mutually exclusive with files, tags, hosts, and prefixes"},"files":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of URLs to purge from cache"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of cache tags to purge (Enterprise only)"},"hosts":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of hostnames to purge (Enterprise only)"},"prefixes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of URL prefixes to purge (Enterprise only)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_revoke_access_service_token":{"id":"cloudflare_revoke_access_service_token","name":"Cloudflare Revoke Access Service Token","description":"Permanently deletes a Cloudflare Access (Zero Trust) service token, revoking it. Every machine or integration still presenting that client ID and secret is locked out of the Access-protected applications immediately, and the secret cannot be recovered. This cannot be undone. Requires an API token with Account Access: Service Tokens Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Service tokens are account-scoped"},"serviceTokenId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The service token ID to revoke permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_access_application":{"id":"cloudflare_update_access_application","name":"Cloudflare Update Access Application","description":"Updates a Cloudflare Access (Zero Trust) application. Cloudflare does not document merge behavior for this PUT, so treat it as a replace: send every field the application should keep, because an omitted field may revert to its default and widen or break access. Read the current configuration with \\"Get Access Application\\" first. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID to update"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Application type: self_hosted, saas, ssh, vnc, app_launcher, warp, biso, bookmark, infrastructure, rdp, mcp, mcp_portal, or proxy_endpoint. dash_sso has no request variant and cannot be written through the API"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"The primary hostname and path secured by Access. Required for the self_hosted, ssh, vnc, and rdp types; optional for bookmark and mcp_portal; read-only for app_launcher, warp, biso, and proxy_endpoint; and absent from the saas, infrastructure, and mcp variants"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Friendly name shown in the dashboard and App Launcher"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long an Access session stays valid, e.g. 24h or 30m"},"allowedIdps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated identity provider IDs users may authenticate with"},"appLauncherVisible":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the application is shown in the App Launcher"},"autoRedirectToIdentity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users skip the identity provider picker"},"customDenyMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message shown to users who are denied access"},"customDenyUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL denied users are redirected to"},"logoUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Logo image URL shown in the dashboard and App Launcher"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag names categorizing the application"},"saasApp":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON SaaS configuration, required for the saas type and rejected on every other type. SAML, e.g. {\\"auth_type\\":\\"saml\\",\\"consumer_service_url\\":\\"https://example.com/acs\\",\\"sp_entity_id\\":\\"https://example.com\\"}; OIDC, e.g. {\\"auth_type\\":\\"oidc\\",\\"client_id\\":\\"...\\",\\"redirect_uris\\":[\\"https://example.com/callback\\"]}"},"targetCriteria":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of infrastructure target criteria, required for the infrastructure and rdp types and rejected on every other type, e.g. [{\\"port\\":22,\\"protocol\\":\\"SSH\\",\\"target_attributes\\":{\\"hostname\\":[\\"production\\"]}}]"},"policies":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of policies to attach. Entries may be reusable policy IDs or inline policy objects"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_access_policy":{"id":"cloudflare_update_access_policy","name":"Cloudflare Update Access Policy","description":"Updates a Cloudflare Access (Zero Trust) policy on an application. Cloudflare does not document merge behavior for this PUT, so treat it as a replace: send every rule the policy should keep, because an omitted exclude or require rule may be dropped and widen who gets in. The change applies to live traffic immediately. Read the current policy with \\"List Access Policies\\" first. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID that owns the policy"},"policyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access policy ID to update"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the policy"},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"What the policy does when it matches: allow, deny, non_identity, or bypass (skip Access entirely)"},"include":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with OR logic. Example: [{\\"email_domain\\":{\\"domain\\":\\"example.com\\"}}]"},"exclude":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with NOT logic"},"require":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with AND logic"},"precedence":{"type":"number","required":false,"visibility":"user-or-llm","description":"Evaluation order of the policy within the application"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long a session granted by this policy stays valid, e.g. 24h. Leave it unset on a policy attached to an infrastructure-typed application — Cloudflare rejects those with error 12130"},"approvalRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether an approver must grant each access request"},"isolationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the session must run in a remote isolated browser"},"purposeJustificationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users must state a reason for access"},"purposeJustificationPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Prompt shown when a justification is required"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_dns_record":{"id":"cloudflare_update_dns_record","name":"Cloudflare Update DNS Record","description":"Updates an existing DNS record for a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID containing the DNS record"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The DNS record ID to update"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"DNS record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"DNS record name"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"DNS record content (e.g., IP address)"},"ttl":{"type":"number","required":false,"visibility":"user-or-llm","description":"Time to live in seconds (1 = automatic)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable Cloudflare proxy"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Record priority. Cloudflare accepts this top-level field for MX and URI records only; an SRV record carries its priority, weight, port, and target inside the record content instead"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment for the DNS record"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags for the DNS record"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_rate_limit_rule":{"id":"cloudflare_update_rate_limit_rule","name":"Cloudflare Update Rate Limiting Rule","description":"Updates a rate limiting rule in the http_ratelimit phase entry point ruleset of a zone, using the current Rulesets-based rate limiting API. Cloudflare replaces the rule definition rather than merging it, so send the complete rule — every field you omit is reset. Run \\"List Rate Limiting Rules\\" first to read the current definition and get the ruleset ID. Requires an API token with Zone WAF Edit.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the rule"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The http_ratelimit entry point ruleset ID, as returned by \\"List Rate Limiting Rules\\""},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The rate limiting rule ID to update"},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting the requests the rule applies to"},"characteristics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated counting characteristics. cf.colo.id is mandatory. ip.src and cf.unique_visitor_id are mutually exclusive — include at most one."},"period":{"type":"number","required":true,"visibility":"user-or-llm","description":"Counting window in seconds. Cloudflare accepts only 10, 60, 120, 300, 600, or 3600"},"requestsPerPeriod":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of requests allowed within the counting period before the action fires"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action applied once the limit is exceeded: block, managed_challenge, js_challenge, challenge, or log. Required because this endpoint replaces the rule rather than merging into it — a defaulted action would silently convert an existing log or challenge rule into a hard block"},"mitigationTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds the action stays applied. Cloudflare accepts only 0, 10, 60, 120, 300, 600, 3600, or 86400"},"counting_expression":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional expression defining which requests are counted"},"requestsToOrigin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only requests that reach the origin are counted"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference tag that stays stable across rule updates. Because the update replaces the rule, omitting it resets the tag to the rule ID and breaks anything matching on the old value"},"actionParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of action-specific parameters for the mitigation action, e.g. {\\"response\\":{\\"status_code\\":429,\\"content\\":\\"{\\\\\\"error\\\\\\":\\\\\\"rate limited\\\\\\"}\\",\\"content_type\\":\\"application/json\\"}} for a custom block response. Because the update replaces the rule, omitting it resets action_parameters to {} and the rule falls back to Cloudflare\'s default block page"},"logging":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON logging configuration to preserve, e.g. {\\"enabled\\":true}. Omitting it on a rule that had logging configured resets it to the default"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_ruleset_rule":{"id":"cloudflare_update_ruleset_rule","name":"Cloudflare Update Ruleset Rule","description":"Updates a rule in a zone ruleset. Cloudflare replaces the rule definition rather than merging it, so you must send every field you want the rule to keep — any field you omit is reset to its default. Read the current rule with \\"Get Ruleset\\" first. Requires an API token with Zone WAF Edit (or another matching ruleset Write permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID containing the rule"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The rule ID to update"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"The action the rule performs, e.g. block, challenge, js_challenge, managed_challenge, log, skip, or execute. Required because this endpoint replaces the rule definition — omitting it resets the stored action"},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting matching requests. Required because this endpoint replaces the rule definition — omitting it resets the stored expression"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference tag that stays stable across rule updates. Because the update replaces the rule, omitting it resets the tag to the rule ID and breaks anything matching on the old value"},"actionParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of action-specific parameters, e.g. {\\"id\\":\\"<MANAGED_RULESET_ID>\\",\\"overrides\\":{\\"rules\\":[{\\"id\\":\\"<RULE_ID>\\",\\"action\\":\\"log\\",\\"enabled\\":true,\\"score_threshold\\":40}]}}. Required on an execute rule and must be sent on every update: the endpoint replaces the rule, so omitting it resets action_parameters to {} — which unbinds the managed ruleset the rule deploys and every override under it"},"ratelimit":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON rate limiting configuration to preserve on a rule in the http_ratelimit phase, e.g. {\\"characteristics\\":[\\"cf.colo.id\\",\\"ip.src\\"],\\"period\\":60,\\"requests_per_period\\":100}. Because the update replaces the rule, omitting this on a rate limiting rule stops it rate limiting"},"logging":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON logging configuration to preserve, e.g. {\\"enabled\\":true}. Omitting it on a rule that had logging configured resets it to the default"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_zone_setting":{"id":"cloudflare_update_zone_setting","name":"Cloudflare Update Zone Setting","description":"Updates a specific zone setting such as SSL mode, security level, cache level, or other configuration.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to update settings for"},"settingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Setting to update (e.g., \\"ssl\\", \\"security_level\\", \\"cache_level\\", \\"always_use_https\\", \\"browser_cache_ttl\\", \\"http3\\", \\"min_tls_version\\", \\"ciphers\\")"},"value":{"type":"string","required":true,"visibility":"user-or-llm","description":"New value for the setting as a string, or a JSON string for complex values (e.g., \\"full\\" for SSL, \\"medium\\" for security_level, \\"aggressive\\" for cache_level, [\\"ECDHE-RSA-AES128-GCM-SHA256\\"] for ciphers)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudformation_cancel_update_stack":{"id":"cloudformation_cancel_update_stack","name":"CloudFormation Cancel Update Stack","description":"Cancel an in-progress stack update and roll back to the last known stable state","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ID of the stack whose update should be cancelled"}},"hostedApiKey":"none"},"cloudformation_create_change_set":{"id":"cloudformation_create_change_set","name":"CloudFormation Create Change Set","description":"Preview the changes a stack create or update would make before applying them","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the stack to create or update (new name for CREATE type, existing name for UPDATE)"},"changeSetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new change set"},"templateBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML). Required unless usePreviousTemplate is true"},"usePreviousTemplate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Reuse the template currently associated with the stack (UPDATE change sets only)"},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template input parameters (e.g., [{\\"parameterKey\\": \\"InstanceType\\", \\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND)"},"changeSetType":{"type":"string","required":false,"visibility":"user-or-llm","description":"CREATE (default, new stack), UPDATE (existing stack), or IMPORT (import existing resources)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the change set for reference"}},"hostedApiKey":"none"},"cloudformation_create_stack":{"id":"cloudformation_create_stack","name":"CloudFormation Create Stack","description":"Create a new CloudFormation stack from a template","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new stack (must be unique in the Region)"},"templateBody":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML)"},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template input parameters (e.g., [{\\"parameterKey\\": \\"InstanceType\\", \\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND) required when the template creates IAM resources or uses macros"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the stack and its resources (e.g., [{\\"key\\": \\"env\\", \\"value\\": \\"prod\\"}])"},"onFailure":{"type":"string","required":false,"visibility":"user-or-llm","description":"Action to take on creation failure: ROLLBACK (default), DELETE, or DO_NOTHING"},"timeoutInMinutes":{"type":"number","required":false,"visibility":"user-or-llm","description":"Amount of time before the stack creation times out and rolls back"}},"hostedApiKey":"none"},"cloudformation_delete_stack":{"id":"cloudformation_delete_stack","name":"CloudFormation Delete Stack","description":"Delete a CloudFormation stack and its resources","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ID of the stack to delete"},"retainResources":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated logical resource IDs to retain instead of deleting (only applies to stacks in DELETE_FAILED state)"}},"hostedApiKey":"none"},"cloudformation_describe_change_set":{"id":"cloudformation_describe_change_set","name":"CloudFormation Describe Change Set","description":"View the resource changes a change set would make and its execution status","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"changeSetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ARN of the change set to describe"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name or ID of the stack the change set belongs to (required if changeSetName is not an ARN)"}},"hostedApiKey":"none"},"cloudformation_describe_stack_drift_detection_status":{"id":"cloudformation_describe_stack_drift_detection_status","name":"CloudFormation Describe Stack Drift Detection Status","description":"Check the status of a stack drift detection operation","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackDriftDetectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The drift detection ID returned by Detect Stack Drift"}},"hostedApiKey":"none"},"cloudformation_describe_stack_events":{"id":"cloudformation_describe_stack_events","name":"CloudFormation Describe Stack Events","description":"Get the event history for a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (default: 50)"}},"hostedApiKey":"none"},"cloudformation_describe_stacks":{"id":"cloudformation_describe_stacks","name":"CloudFormation Describe Stacks","description":"List and describe CloudFormation stacks","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Stack name or ID to describe (omit to list all stacks)"}},"hostedApiKey":"none"},"cloudformation_detect_stack_drift":{"id":"cloudformation_detect_stack_drift","name":"CloudFormation Detect Stack Drift","description":"Initiate drift detection on a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID to detect drift on"}},"hostedApiKey":"none"},"cloudformation_execute_change_set":{"id":"cloudformation_execute_change_set","name":"CloudFormation Execute Change Set","description":"Apply a previously created and reviewed change set to its stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"changeSetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ARN of the change set to execute"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name or ID of the stack the change set belongs to (required if changeSetName is not an ARN)"}},"hostedApiKey":"none"},"cloudformation_get_template":{"id":"cloudformation_get_template","name":"CloudFormation Get Template","description":"Retrieve the template body for a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID"},"templateStage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which template version to retrieve: Processed (default, with transforms applied) or Original (as submitted)"}},"hostedApiKey":"none"},"cloudformation_get_template_summary":{"id":"cloudformation_get_template_summary","name":"CloudFormation Get Template Summary","description":"Get a summary of a template or deployed stack: resource types, required capabilities, and parameters, without full validation","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"templateBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML). Required if stackName is not provided"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name or ID of a deployed stack to summarize instead of a template body"}},"hostedApiKey":"none"},"cloudformation_list_stack_resources":{"id":"cloudformation_list_stack_resources","name":"CloudFormation List Stack Resources","description":"List all resources in a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID"}},"hostedApiKey":"none"},"cloudformation_update_stack":{"id":"cloudformation_update_stack","name":"CloudFormation Update Stack","description":"Update an existing CloudFormation stack with a new or previous template","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ID of the stack to update"},"templateBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new CloudFormation template body (JSON or YAML). 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Requires the \\"Cases: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"caseIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike case IDs"}},"hostedApiKey":"none"},"crowdstrike_get_host_group_details":{"id":"crowdstrike_get_host_group_details","name":"CrowdStrike Get Host Group Details","description":"Get CrowdStrike Falcon host group records for one or more group IDs (GET /devices/entities/host-groups/v1). Requires the \\"Host groups: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"hostGroupIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike host group IDs"}},"hostedApiKey":"none"},"crowdstrike_get_indicator_details":{"id":"crowdstrike_get_indicator_details","name":"CrowdStrike Get Indicator Details","description":"Get custom CrowdStrike Falcon indicator of compromise (IOC) records for one or more IOC IDs (GET /iocs/entities/indicators/v1). Requires the \\"IOC Management: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"indicatorIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike IOC IDs"}},"hostedApiKey":"none"},"crowdstrike_get_rtr_command_status":{"id":"crowdstrike_get_rtr_command_status","name":"CrowdStrike Get RTR Command Status","description":"Get the status and output of a Real Time Response command by cloud request ID (GET /real-time-response/entities/command/v1). Long output is chunked across sequences, so increment the sequence ID to read the next chunk. Requires the \\"Real time response: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"cloudRequestId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloud request ID returned by Execute RTR Command"},"sequenceId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Output chunk to retrieve, starting at 0"}},"hostedApiKey":"none"},"crowdstrike_get_sensor_aggregates":{"id":"crowdstrike_get_sensor_aggregates","name":"CrowdStrike Get Sensor Aggregates","description":"Aggregate CrowdStrike Identity Protection sensors from a JSON aggregate query body (POST /identity-protection/aggregates/devices/GET/v1). These are the domain controllers Falcon Identity Protection monitors, not Falcon endpoint sensors. Requires the \\"Identity Protection Entities: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"aggregateQuery":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON aggregate query body documented by CrowdStrike for sensor aggregates"}},"hostedApiKey":"none"},"crowdstrike_get_sensor_details":{"id":"crowdstrike_get_sensor_details","name":"CrowdStrike Get Sensor Details","description":"Get CrowdStrike Identity Protection sensor details for one or more device IDs (POST /identity-protection/entities/devices/GET/v1). These are the domain controllers Falcon Identity Protection monitors, not Falcon endpoint sensors. Requires the \\"Identity Protection Entities: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"ids":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike sensor device IDs"}},"hostedApiKey":"none"},"crowdstrike_get_vulnerability_details":{"id":"crowdstrike_get_vulnerability_details","name":"CrowdStrike Get Vulnerability Details","description":"Get CrowdStrike Falcon Spotlight vulnerability records for one or more vulnerability IDs, including CVE, affected host, application, and remediation details (GET /spotlight/entities/vulnerabilities/v2). Requires the spotlight-vulnerabilities:read API scope, shown as \\"Vulnerabilities: Read\\" in the Falcon API client UI.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"vulnerabilityIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of Spotlight vulnerability IDs (maximum 400 per request)"}},"hostedApiKey":"none"},"crowdstrike_init_rtr_session":{"id":"crowdstrike_init_rtr_session","name":"CrowdStrike Init RTR Session","description":"Open a CrowdStrike Falcon Real Time Response session against a host so read-only commands can be run on it (POST /real-time-response/entities/sessions/v1). This connects a live remote shell to the endpoint. Requires the \\"Real time response: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"CrowdStrike host agent ID (AID) to open the session against"},"queueOffline":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Queue the session so it runs when an offline host comes back online"},"origin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional session origin string recorded by CrowdStrike"}},"hostedApiKey":"none"},"crowdstrike_perform_host_action":{"id":"crowdstrike_perform_host_action","name":"CrowdStrike Perform Host Action","description":"Act on CrowdStrike Falcon hosts (POST /devices/entities/devices-actions/v2). Actions: contain, lift_containment, hide_host, unhide_host, detection_suppress, detection_unsuppress. contain network-isolates the host so it can only reach the Falcon cloud; hide_host removes the host record from the console. Both are immediately disruptive. Up to 100 host IDs per call. Requires the \\"Hosts: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action to take: contain, lift_containment, hide_host, unhide_host, detection_suppress, or detection_unsuppress. \\"contain\\" network-isolates the host; \\"hide_host\\" removes it from the Falcon console."},"deviceIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of up to 100 CrowdStrike host agent IDs (AIDs) to act on"}},"hostedApiKey":"none"},"crowdstrike_perform_host_group_action":{"id":"crowdstrike_perform_host_group_action","name":"CrowdStrike Perform Host Group Action","description":"Add hosts to or remove hosts from a CrowdStrike Falcon static host group (POST /devices/entities/host-group-actions/v1). Group membership drives policy assignment, so changing it changes which policies apply to those hosts. Requires the \\"Host groups: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action to take: add-hosts or remove-hosts"},"hostGroupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"CrowdStrike host group ID to modify (static groups only)"},"deviceIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike host agent IDs (AIDs) to add to or remove from the group"}},"hostedApiKey":"none"},"crowdstrike_query_alerts":{"id":"crowdstrike_query_alerts","name":"CrowdStrike Query Alerts","description":"Search CrowdStrike Falcon alerts with a Falcon Query Language filter and return their composite IDs. Uses the current Alerts API (GET /alerts/queries/alerts/v2), which replaced the Detects API decommissioned on September 30, 2025. Requires the \\"Alerts: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter over alert fields"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across all alert metadata"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of alert IDs to return (max 10000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the alert query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"created_timestamp|desc\\""},"includeHidden":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include previously hidden alerts (CrowdStrike defaults this to true)"}},"hostedApiKey":"none"},"crowdstrike_query_cases":{"id":"crowdstrike_query_cases","name":"CrowdStrike Query Cases","description":"Search CrowdStrike Falcon Case Management cases with a Falcon Query Language filter and return their IDs (GET /cases/queries/cases/v1). Case Management supersedes the CrowdScore Incidents API, which CrowdStrike has removed from its published API spec. Requires the \\"Cases: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter. Exact-match fields include cid and id; wildcard fields include assigned_to_name and assigned_to_uuid; range fields include created_timestamp and updated_timestamp."},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across all case metadata"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of case IDs to return (max 10000, default 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the case query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"created_timestamp|desc\\" or \\"status|asc\\""}},"hostedApiKey":"none"},"crowdstrike_query_host_groups":{"id":"crowdstrike_query_host_groups","name":"CrowdStrike Query Host Groups","description":"Search CrowdStrike Falcon host groups with a Falcon Query Language filter and return their IDs (GET /devices/queries/host-groups/v1). Requires the \\"Host groups: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter over host group fields"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of host group IDs to return (1-5000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the host group query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"name.asc\\" or \\"modified_timestamp.desc\\""}},"hostedApiKey":"none"},"crowdstrike_query_indicators":{"id":"crowdstrike_query_indicators","name":"CrowdStrike Query Indicators","description":"Search custom CrowdStrike Falcon indicators of compromise (IOCs) with a Falcon Query Language filter and return their IDs (GET /iocs/queries/indicators/v1). Requires the \\"IOC Management: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter over IOC fields"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of IOC IDs to return (default 100). CrowdStrike publishes no maximum for this endpoint; Sim caps it at 500 to keep a single request bounded"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset. Mutually exclusive with the after cursor; use after beyond 10,000 IOCs."},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response. Mutually exclusive with offset."},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression. Supported fields include action, applied_globally, created_by, created_on, expiration, expired, modified_by, modified_on, severity_number, source, type, and value."}},"hostedApiKey":"none"},"crowdstrike_query_sensors":{"id":"crowdstrike_query_sensors","name":"CrowdStrike Query Sensors","description":"Search CrowdStrike Identity Protection sensors -- the domain controllers Falcon Identity Protection monitors, not Falcon endpoint sensors -- and return their device IDs (GET /identity-protection/queries/devices/v1). Sort uses the dot form, for example status.desc. Requires the \\"Identity Protection Entities: Read\\" API scope, a separate entitlement from Hosts and Alerts.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter for identity sensor search"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of sensor records to return"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the identity sensor query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression for identity sensor results"}},"hostedApiKey":"none"},"crowdstrike_query_vulnerabilities":{"id":"crowdstrike_query_vulnerabilities","name":"CrowdStrike Query Vulnerabilities","description":"Search CrowdStrike Falcon Spotlight vulnerabilities with a required Falcon Query Language filter and return their IDs (GET /spotlight/queries/vulnerabilities/v1). Requires the spotlight-vulnerabilities:read API scope, shown as \\"Vulnerabilities: Read\\" in the Falcon API client UI.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"Falcon Query Language filter (required by Spotlight). Filterable fields include status, aid, cid, last_seen_within, cve.id, cve.severity, cve.exprt_rating, cve.is_cisa_kev, cve.base_score, host_info.platform_name, host_info.groups, host_info.tags, host_info.internet_exposure, and suppression_info.is_suppressed."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of vulnerability IDs to return (1-400, default 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response. Spotlight does not support offset."},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"updated_timestamp|desc\\" or \\"closed_timestamp|asc\\""}},"hostedApiKey":"none"},"crowdstrike_update_alerts":{"id":"crowdstrike_update_alerts","name":"CrowdStrike Update Alerts","description":"Update CrowdStrike Falcon alerts by composite ID: change status, assign or unassign an analyst, add or remove tags, append a comment, or toggle visibility (PATCH /alerts/entities/alerts/v3). This modifies live alerts in the Falcon console. Requires the \\"Alerts: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"compositeIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike composite alert IDs to update"},"updateStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"New alert status: new, in_progress, reopened, or closed"},"assignToUuid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assign the alert to this Falcon user UUID"},"assignToUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assign the alert to this Falcon user ID, such as user@example.com"},"assignToName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assign the alert to this Falcon username, such as John Doe"},"unassign":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Clear the assigned user UUID, user ID, and username from the alert"},"appendComment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment to append to the alert in the Falcon console"},"addTag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag to add to the alert"},"removeTag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag to remove from the alert"},"removeTagsByPrefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Remove every tag on the alert that starts with this prefix"},"showInUi":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the alert is displayed in the Falcon console"},"actionParameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Raw JSON array of additional CrowdStrike action parameters, each shaped { \\"name\\": string, \\"value\\": string }"},"includeHidden":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include previously hidden alerts (CrowdStrike defaults this to true)"}},"hostedApiKey":"none"},"crowdstrike_update_indicators":{"id":"crowdstrike_update_indicators","name":"CrowdStrike Update Indicators","description":"Update custom CrowdStrike Falcon indicators of compromise by ID (PATCH /iocs/entities/indicators/v1). DESTRUCTIVE: omitted fields may be cleared, so read each indicator with crowdstrike_get_indicator_details first and resend its full field set with your edits applied. Changing action or scope changes prevention behavior fleet-wide. type and value are immutable. Requires the \\"IOC Management: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"indicators":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of indicators to update. Each entry requires id, and should also repeat every field it wants to keep: an updatable field the entry omits may be cleared. Updatable fields: action, severity, description, source, tags (array), platforms (array), applied_globally (boolean), host_groups (array), expiration (ISO 8601), mobile_action, metadata ({ filename }). type and value cannot be changed."},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Audit comment explaining why these indicators were updated"},"retrodetects":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to generate retroactive detections for the updated indicators"},"ignoreWarnings":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to apply the updates even when CrowdStrike returns warnings"}},"hostedApiKey":"none"},"crunchbase_autocomplete":{"id":"crunchbase_autocomplete","name":"Crunchbase Autocomplete","description":"Suggest Crunchbase entities matching a typed query, returning the permalinks and UUIDs the lookup and search operations take.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text to autocomplete against, e.g. \\"airbnb\\""},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Collections to search, e.g. [\\"organizations\\",\\"people\\"]. One or more of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights. Which of them your key can read depends on your Crunchbase package. Defaults to every collection."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Suggestions to return, max 25 (default 10)"}},"hostedApiKey":"none"},"crunchbase_get_acquisition":{"id":"crunchbase_get_acquisition","name":"Crunchbase Get Acquisition","description":"Look up a single Crunchbase acquisition by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Acquisition permalink or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Acquisition fields to return, e.g. [\\"identifier\\",\\"acquiree_identifier\\",\\"acquirer_identifier\\",\\"price\\"]. Defaults to identifier, acquiree_identifier, acquirer_identifier, announced_on, completed_on, price, acquisition_type, status, terms, short_description, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"acquiree_organization\\",\\"acquirer_organization\\"]. Available: acquiree_organization, acquirer_organization, fields, press_references. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_get_entity":{"id":"crunchbase_get_entity","name":"Crunchbase Get Entity","description":"Look up a single entity in any Crunchbase collection — events, jobs, ipos, funds, investments, press references, insights, predictions, and more — by permalink or UUID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":true,"visibility":"user-or-llm","description":"Collection the entity belongs to. One of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights."},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity permalink or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Fields to return for the chosen collection, e.g. [\\"identifier\\",\\"short_description\\"]. Leave empty to accept the default projection the API returns; list the valid ids with the Get Fields Metadata operation."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include. The valid ids differ per collection, and a card returns at most 100 items — use the Get Entity Card operation to page past that."}},"hostedApiKey":"none"},"crunchbase_get_entity_card":{"id":"crunchbase_get_entity_card","name":"Crunchbase Get Entity Card","description":"Page through one related-entity card of a Crunchbase entity — an investor\'s investments, a company\'s founders, a round\'s investors — past the 100-item cap an inline card request returns.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":true,"visibility":"user-or-llm","description":"Collection the entity belongs to. One of: acquisitions, addresses, categories, category_groups, degrees, event_appearances, events, funding_rounds, funds, investments, ipos, jobs, market_insights, micro_categories, organizations, ownerships, people."},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity permalink or UUID"},"cardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Card to page through, e.g. \\"participated_investments\\" on a person, \\"founders\\" on an organization, or \\"investors\\" on a funding round. Valid ids differ per collection."},"cardFieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Fields to return on each card item, e.g. [\\"identifier\\",\\"announced_on\\",\\"money_raised\\"]. The identifier is always requested alongside these, because the next-page cursor is read from it."},"cardOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression for the card, e.g. \\"funding_round_money_raised desc\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Card items to return per page, 1-100"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last card item on the current page, to fetch the next page"},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first card item on the current page, to fetch the previous page"}},"hostedApiKey":"none"},"crunchbase_get_fields_metadata":{"id":"crunchbase_get_fields_metadata","name":"Crunchbase Get Fields Metadata","description":"List the field ids, types, and descriptions each Crunchbase collection publishes, which is how the field_ids and query predicates of the other operations are discovered.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Collections to describe, e.g. [\\"organizations\\",\\"people\\"]. One or more of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights. Which of them your key can read depends on your Crunchbase package. Defaults to every collection."}},"hostedApiKey":"none"},"crunchbase_get_funding_round":{"id":"crunchbase_get_funding_round","name":"Crunchbase Get Funding Round","description":"Look up a single Crunchbase funding round by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Funding round permalink (e.g. \\"tesla-motors-series-c--12345678\\") or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Funding round fields to return, e.g. [\\"identifier\\",\\"announced_on\\",\\"money_raised\\",\\"investor_identifiers\\"]. Defaults to identifier, announced_on, investment_type, investment_stage, money_raised, funded_organization_identifier, investor_identifiers, lead_investor_identifiers, num_investors, short_description, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"investors\\",\\"organization\\"]. Available: fields, investments, investors, lead_investors, organization, partners, press_references. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_get_organization":{"id":"crunchbase_get_organization","name":"Crunchbase Get Organization","description":"Look up a single Crunchbase organization by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization permalink (e.g. \\"tesla-motors\\") or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization fields to return, e.g. [\\"identifier\\",\\"name\\",\\"founded_on\\",\\"categories\\"]. Defaults to identifier, name, short_description, website_url, linkedin, location_identifiers, categories, founded_on, num_employees_enum, operating_status, rank_org, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"founders\\",\\"headquarters_address\\"]. Available on every license tier: child_organizations, child_ownerships, event_appearances, fields, founders, headquarters_address, parent_organization, parent_ownership. Richer packages add acquiree_acquisitions, acquirer_acquisitions, investors, ipos, jobs, participated_funding_rounds, participated_funds, participated_investments, press_references, raised_funding_rounds, raised_funds, raised_investments. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_get_person":{"id":"crunchbase_get_person","name":"Crunchbase Get Person","description":"Look up a single Crunchbase person by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person permalink (e.g. \\"elon-musk\\") or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Person fields to return, e.g. [\\"identifier\\",\\"name\\",\\"primary_job_title\\",\\"primary_organization\\"]. Defaults to identifier, name, first_name, last_name, primary_job_title, primary_organization, short_description, location_identifiers, linkedin, rank_person, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"jobs\\",\\"primary_organization\\"]. Available on every license tier: degrees, event_appearances, fields, founded_organizations, jobs, primary_job, primary_organization. Advanced Financials adds participated_funding_rounds, participated_funds, participated_investments, partner_funding_rounds, partner_investments, press_references. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_list_deleted_entities":{"id":"crunchbase_list_deleted_entities","name":"Crunchbase List Deleted Entities","description":"List entities Crunchbase has deleted, so a mirrored copy can be pruned in step with the source.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict the feed to a single collection: acquisitions, categories, event_appearances, events, funding_rounds, funds, investments, ipos, jobs, locations, organizations, ownerships, people, or press_references. Which of them your key can read depends on your Crunchbase package. Leave empty to read the feed across collections."},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Collections to include when reading the cross-collection feed, e.g. [\\"organizations\\",\\"people\\"]. One or more of: acquisitions, categories, event_appearances, events, funding_rounds, funds, investments, ipos, jobs, locations, organizations, ownerships, people, press_references. Ignored when a single collection is set."},"deletedAtOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by deletion time: \\"asc\\" (default) or \\"desc\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return per page, 1-25 (default 10)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last row on the current page, to fetch the next page"},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first row on the current page, to fetch the previous page"}},"hostedApiKey":"none"},"crunchbase_search_acquisitions":{"id":"crunchbase_search_acquisitions","name":"Crunchbase Search Acquisitions","description":"Search Crunchbase acquisitions with filter predicates on announced date, price, acquisition type, and the companies involved.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"announced_on\\",\\"operator_id\\":\\"gte\\",\\"values\\":[\\"2026-01-01\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Acquisition fields to return as columns, e.g. [\\"identifier\\",\\"acquiree_identifier\\",\\"acquirer_identifier\\",\\"price\\"]. Defaults to identifier, acquiree_identifier, acquirer_identifier, announced_on, completed_on, price, acquisition_type, status, terms, short_description, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"announced_on\\",\\"sort\\":\\"desc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_entities":{"id":"crunchbase_search_entities","name":"Crunchbase Search Entities","description":"Search any Crunchbase collection — events, jobs, ipos, funds, investments, press references, layoffs, insights, predictions, and more — with filter predicates.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":true,"visibility":"user-or-llm","description":"Collection to search. One of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights."},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates."},"fieldIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to return as columns for the chosen collection, e.g. [\\"identifier\\",\\"short_description\\"]. Required — the valid ids differ per collection; list them with the Get Fields Metadata operation."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"updated_at\\",\\"sort\\":\\"desc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_funding_rounds":{"id":"crunchbase_search_funding_rounds","name":"Crunchbase Search Funding Rounds","description":"Search Crunchbase funding rounds with filter predicates on announced date, investment type, amount raised, and investors.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"announced_on\\",\\"operator_id\\":\\"gte\\",\\"values\\":[\\"2026-01-01\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Funding round fields to return as columns, e.g. [\\"identifier\\",\\"announced_on\\",\\"money_raised\\",\\"investor_identifiers\\"]. Defaults to identifier, announced_on, investment_type, investment_stage, money_raised, funded_organization_identifier, investor_identifiers, lead_investor_identifiers, num_investors, short_description, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"announced_on\\",\\"sort\\":\\"desc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_organizations":{"id":"crunchbase_search_organizations","name":"Crunchbase Search Organizations","description":"Search Crunchbase companies, investors, and schools with filter predicates on funding, headcount, location, category, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"categories\\",\\"operator_id\\":\\"includes\\",\\"values\\":[\\"biotechnology\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization fields to return as columns, e.g. [\\"identifier\\",\\"name\\",\\"founded_on\\",\\"categories\\"]. Defaults to identifier, name, short_description, website_url, linkedin, location_identifiers, categories, founded_on, num_employees_enum, operating_status, rank_org, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"rank_org\\",\\"sort\\":\\"asc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_people":{"id":"crunchbase_search_people","name":"Crunchbase Search People","description":"Search Crunchbase people — founders, executives, and investors — with filter predicates on job title, organization, location, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"primary_job_title\\",\\"operator_id\\":\\"contains\\",\\"values\\":[\\"Founder\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Person fields to return as columns, e.g. [\\"identifier\\",\\"name\\",\\"primary_job_title\\",\\"primary_organization\\"]. Defaults to identifier, name, first_name, last_name, primary_job_title, primary_organization, short_description, location_identifiers, linkedin, rank_person, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"rank_person\\",\\"sort\\":\\"asc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"cursor_add_followup":{"id":"cursor_add_followup","name":"Cursor Add Follow-up","description":"Add a follow-up instruction to an existing cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"followupPromptText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The follow-up instruction text for the agent"},"promptImages":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of image objects with base64 data and dimensions (max 5)"}},"hostedApiKey":"none"},"cursor_add_followup_v2":{"id":"cursor_add_followup_v2","name":"Cursor Add Follow-up","description":"Add a follow-up instruction to an existing cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"followupPromptText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The follow-up instruction text for the agent"},"promptImages":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of image objects with base64 data and dimensions (max 5)"}},"hostedApiKey":"none"},"cursor_delete_agent":{"id":"cursor_delete_agent","name":"Cursor Delete Agent","description":"Permanently delete a cloud agent. This action cannot be undone.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_delete_agent_v2":{"id":"cursor_delete_agent_v2","name":"Cursor Delete Agent","description":"Permanently delete a cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_download_artifact":{"id":"cursor_download_artifact","name":"Cursor Download Artifact","description":"Download a generated artifact file from a cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Absolute path of the artifact to download (e.g., /src/index.ts)"}},"hostedApiKey":"none"},"cursor_download_artifact_v2":{"id":"cursor_download_artifact_v2","name":"Cursor Download Artifact","description":"Download a generated artifact file from a cloud agent. Returns the file for execution storage.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Absolute path of the artifact to download (e.g., /src/index.ts)"}},"hostedApiKey":"none"},"cursor_get_agent":{"id":"cursor_get_agent","name":"Cursor Get Agent","description":"Retrieve the current status and results of a cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_get_agent_v2":{"id":"cursor_get_agent_v2","name":"Cursor Get Agent","description":"Retrieve the current status and results of a cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_get_api_key_info":{"id":"cursor_get_api_key_info","name":"Cursor Get API Key Info","description":"Retrieve details about the API key currently in use.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}},"hostedApiKey":"none"},"cursor_get_api_key_info_v2":{"id":"cursor_get_api_key_info_v2","name":"Cursor Get API Key Info","description":"Retrieve details about the API key currently in use. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}},"hostedApiKey":"none"},"cursor_get_conversation":{"id":"cursor_get_conversation","name":"Cursor Get Conversation","description":"Retrieve the conversation history of a cloud agent, including all user prompts and assistant responses.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_get_conversation_v2":{"id":"cursor_get_conversation_v2","name":"Cursor Get Conversation","description":"Retrieve the conversation history of a cloud agent, including all user prompts and assistant responses. 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Range: \\"0s\\" or \\"5s\\" to \\"50s\\". 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Use this after Execute SQL when a query runs longer than the wait timeout.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"statementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the statement to fetch (returned by Execute SQL)"}},"hostedApiKey":"none"},"databricks_list_clusters":{"id":"databricks_list_clusters","name":"Databricks List Clusters","description":"List all clusters in a Databricks workspace including their state, configuration, and resource details.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"}},"hostedApiKey":"none"},"databricks_list_jobs":{"id":"databricks_list_jobs","name":"Databricks List Jobs","description":"List all jobs in a Databricks workspace with optional filtering by name.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of jobs to return (range 1-100, default 20)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter jobs by exact name (case-insensitive)"},"expandTasks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include task and cluster details in the response (max 100 elements)"}},"hostedApiKey":"none"},"databricks_list_runs":{"id":"databricks_list_runs","name":"Databricks List Runs","description":"List job runs in a Databricks workspace with optional filtering by job, status, and time range.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter runs by job ID. 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Use for deployment notifications, alerts, or any significant occurrences.","version":"1.0.0","params":{"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event title"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event body/description. 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The default incident type is used when omitted"},"isTest":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether this is a test incident"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of user-defined incident fields, e.g. {\\"severity\\": {\\"type\\": \\"dropdown\\", \\"value\\": \\"SEV-2\\"}}"},"notificationHandles":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated handles to notify on creation (e.g., \\"@slack-incidents,@user@example.com\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_create_monitor":{"id":"datadog_create_monitor","name":"Datadog Create Monitor","description":"Create a new monitor/alert in Datadog. Monitors can track metrics, service checks, events, and more.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor name"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor type: metric alert, service check, event alert, process alert, log alert, query alert, composite, synthetics alert, slo alert"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor query (e.g., \\"avg(last_5m):avg:system.cpu.idle{*} < 20\\", \\"logs(\\"status:error\\").index(\\"main\\").rollup(\\"count\\").last(\\"5m\\") > 100\\")"},"message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message to include with notifications. Can include @-mentions and markdown."},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Monitor priority (1-5, where 1 is highest)"},"options":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of monitor options (thresholds, notify_no_data, renotify_interval, etc.)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_create_slo":{"id":"datadog_create_slo","name":"Datadog Create SLO","description":"Create a service level objective from a metric query, monitors, or a time-slice condition.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the SLO (e.g., \\"Checkout API availability\\")"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"SLO type: \\"metric\\" (supply query) or \\"monitor\\" (supply monitorIds). Time-slice SLOs are not supported here because they need an SLI specification this tool does not send."},"thresholds":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of thresholds, e.g. [{\\"timeframe\\": \\"30d\\", \\"target\\": 99.9, \\"warning\\": 99.95}]"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the SLO"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"env:prod,team:core\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"For metric SLOs, JSON with numerator and denominator, e.g. {\\"numerator\\": \\"sum:requests{status:ok}.as_count()\\", \\"denominator\\": \\"sum:requests{*}.as_count()\\"}"},"monitorIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"For monitor SLOs, comma-separated monitor IDs (e.g., \\"123,456\\")"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"For monitor SLOs with a single monitor, comma-separated monitor groups (e.g., \\"env:prod,role:mysql\\")"},"targetThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Primary target threshold (e.g., 99.9)"},"warningThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Primary warning threshold, must be greater than the target (e.g., 99.95)"},"timeframe":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary timeframe: \\"7d\\", \\"30d\\", or \\"90d\\""},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_delete_dashboard":{"id":"datadog_delete_dashboard","name":"Datadog Delete Dashboard","description":"Delete a dashboard by ID.","version":"1.0.0","params":{"dashboardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the dashboard to delete"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_delete_slo":{"id":"datadog_delete_slo","name":"Datadog Delete SLO","description":"Permanently delete a service level objective. 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Requires the Incident Management `incident_read` permission; the Incidents API is in public beta.","version":"1.0.0","params":{"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the incident (e.g., \\"00000000-0000-0000-1234-000000000000\\")"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated related resources to include (e.g., \\"users\\", \\"attachments\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_monitor":{"id":"datadog_get_monitor","name":"Datadog Get Monitor","description":"Retrieve details of a specific monitor by ID.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to retrieve (e.g., \\"12345678\\")"},"groupStates":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated group states to include. Valid values are \\"all\\", \\"alert\\", \\"warn\\", and \\"no data\\" (e.g., \\"alert,warn\\")."},"withDowntimes":{"type":"boolean","required":false,"visibility":"user-only","description":"Include downtime data with the monitor"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_security_signal":{"id":"datadog_get_security_signal","name":"Datadog Get Security Signal","description":"Get the details of a single Cloud SIEM security signal. 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When supplied, the response includes the remaining error budget for a custom timeframe"},"applyCorrection":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to apply SLO corrections (defaults to true)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_synthetics_results":{"id":"datadog_get_synthetics_results","name":"Datadog Get Synthetic Test Results","description":"Get the latest result summaries (up to the last 150 runs) for a Synthetic API test.","version":"1.0.0","params":{"publicId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The public ID of the Synthetic API test"},"fromTs":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timestamp in milliseconds from which to start querying results"},"toTs":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timestamp in milliseconds up to which to query results"},"probeDc":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated locations to query results for (e.g., \\"aws:eu-west-3\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_synthetics_test":{"id":"datadog_get_synthetics_test","name":"Datadog Get Synthetic Test","description":"Get the configuration of a Synthetic test by public ID. 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Requires the `apm_service_catalog_read` permission.","version":"1.0.0","params":{"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of service definitions per page (default: 10, max: 100)"},"pageNumber":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page to retrieve, starting at zero"},"schemaVersion":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schema version to return (e.g., \\"v2\\", \\"v2.1\\", \\"v2.2\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_list_slos":{"id":"datadog_list_slos","name":"Datadog List SLOs","description":"List service level objectives, optionally filtered by IDs, name, tags, or underlying metrics query.","version":"1.0.0","params":{"ids":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SLO IDs to fetch (e.g., \\"id1,id2\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter results by SLO name (e.g., \\"checkout latency\\")"},"tagsQuery":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter results by a single SLO tag (e.g., \\"env:prod\\")"},"metricsQuery":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter results by SLO numerator and denominator (e.g., \\"aws.elb.request_count\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of SLOs to return (default: 1000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset of the first SLO returned (e.g., 0, 50)"},"isDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"Return only deleted SLOs"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_list_synthetics_tests":{"id":"datadog_list_synthetics_tests","name":"Datadog List Synthetic Tests","description":"List all Synthetic tests (API, browser, and mobile) with their current status.","version":"1.0.0","params":{"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tests returned per page (default: 100)"},"pageNumber":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page to retrieve, starting at zero"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_mute_monitor":{"id":"datadog_mute_monitor","name":"Datadog Mute Monitor","description":"Mute a monitor to temporarily suppress its notifications. Use Unmute Monitor to reverse it, or schedule a downtime instead when you want a planned, auditable maintenance window.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to mute (e.g., \\"12345678\\")"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope to mute (e.g., \\"host:myhost\\", \\"env:prod\\"). If not specified, mutes all scopes."},"end":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp in seconds when the mute should end (e.g., 1705323600). 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Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for events (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for events (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across event summary, description, location, attendees, and organizer"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving the next page of results"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events: startTime (chronological, the default) or updated (last-modified). startTime is always valid here because singleEvents is set."},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted events"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_move":{"id":"google_calendar_move","name":"Google Calendar Move Event","description":"Move an event to a different calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_move_v2":{"id":"google_calendar_move_v2","name":"Google Calendar Move Event","description":"Move an event to a different calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_quick_add":{"id":"google_calendar_quick_add","name":"Google Calendar Quick Add","description":"Create events from natural language text","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_quick_add_v2":{"id":"google_calendar_quick_add_v2","name":"Google Calendar Quick Add","description":"Create events from natural language text. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_share_calendar":{"id":"google_calendar_share_calendar","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar by creating an ACL rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_share_calendar_v2":{"id":"google_calendar_share_calendar_v2","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_unshare_calendar":{"id":"google_calendar_unshare_calendar","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_unshare_calendar_v2":{"id":"google_calendar_unshare_calendar_v2","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update":{"id":"google_calendar_update","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. Requires a timeZone for timed events."},"addGoogleMeet":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach a Google Meet video conference link to the event"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_acl":{"id":"google_calendar_update_acl","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_acl_v2":{"id":"google_calendar_update_acl_v2","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_calendar":{"id":"google_calendar_update_calendar","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata (title, description, location, time zone)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_calendar_v2":{"id":"google_calendar_update_calendar_v2","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_v2":{"id":"google_calendar_update_v2","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. Requires a timeZone for timed events."},"addGoogleMeet":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach a Google Meet video conference link to the event"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_contacts_create":{"id":"google_contacts_create","name":"Google Contacts Create","description":"Create a new contact in Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"givenName":{"type":"string","required":true,"visibility":"user-or-llm","description":"First name of the contact"},"familyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the contact"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the contact"},"emailType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email type: home, work, or other"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number of the contact"},"phoneType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone type: mobile, home, work, or other"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization/company name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title at the organization"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Notes or biography for the contact"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_delete":{"id":"google_contacts_delete","name":"Google Contacts Delete","description":"Delete a contact from Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"resourceName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resource name of the contact to delete (e.g., people/c1234567890)"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_get":{"id":"google_contacts_get","name":"Google Contacts Get","description":"Get a specific contact from Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"resourceName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resource name of the contact (e.g., people/c1234567890)"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_list":{"id":"google_contacts_list","name":"Google Contacts List","description":"List contacts from Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of contacts to return (1-1000, default 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous list request for pagination"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for contacts"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_search":{"id":"google_contacts_search","name":"Google Contacts Search","description":"Search contacts in Google Contacts by name, email, phone, or organization","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query to match against contact names, emails, phones, and organizations"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default 10, max 30)"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_update":{"id":"google_contacts_update","name":"Google Contacts Update","description":"Update an existing contact in Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"resourceName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resource name of the contact (e.g., people/c1234567890)"},"etag":{"type":"string","required":true,"visibility":"user-or-llm","description":"ETag from a previous get request (required for concurrency control)"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated first name"},"familyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated last name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated email address"},"emailType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email type: home, work, or other"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated phone number"},"phoneType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone type: mobile, home, work, or other"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated organization/company name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated job title"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated notes or biography"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_docs_create":{"id":"google_docs_create","name":"Create Google Docs Document","description":"Create a new Google Docs document","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the document to create"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content of the document to create"},"folderSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Drive folder ID to create the document in (e.g., 1ABCxyz...)"},"folderId":{"type":"string","required":false,"visibility":"hidden","description":"The ID of the folder to create the document in (internal use)"},"markdown":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, content is interpreted as Markdown and converted to formatted Google Docs content (headings, bold/italic, lists, tables, links, code blocks, blockquotes). Default: false (content inserted as plain text)."}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_create_named_range":{"id":"google_docs_create_named_range","name":"Create Named Range in Google Docs Document","description":"Create a named range over a span of content in a Google Docs document so it can be referenced or deleted later. The name may be 1-256 characters and need not be unique.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the document to update"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the range to create (1-256 characters)"},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start character index (the document body starts at index 1) of the range (inclusive)"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end character index of the range (exclusive)"}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_create_paragraph_bullets":{"id":"google_docs_create_paragraph_bullets","name":"Create Paragraph Bullets in Google Docs Document","description":"Add bulleted or numbered list formatting to the paragraphs overlapping a range of text in a Google Docs document, using a chosen bullet glyph preset.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the document to update"},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start character index (the document body starts at index 1) of the range to bullet (inclusive)"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end character index of the range to bullet (exclusive)"},"bulletPreset":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bullet glyph preset to apply. Defaults to BULLET_DISC_CIRCLE_SQUARE. Examples: BULLET_DISC_CIRCLE_SQUARE, BULLET_CHECKBOX, NUMBERED_DECIMAL_ALPHA_ROMAN, NUMBERED_DECIMAL_NESTED."}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_delete_content_range":{"id":"google_docs_delete_content_range","name":"Delete Content Range in Google Docs Document","description":"Delete all content between a start and end character index in a Google Docs document. 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Use Get Spreadsheet to find sheet IDs."},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start row index (0-based, inclusive) of the rows to delete"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end row index (0-based, exclusive) of the rows to delete"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_delete_sheet_v2":{"id":"google_sheets_delete_sheet_v2","name":"Delete Sheet V2","description":"Delete a sheet/tab from a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The numeric ID of the sheet/tab to delete (not the sheet name). Use Get Spreadsheet to find sheet IDs."}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_delete_spreadsheet_v2":{"id":"google_sheets_delete_spreadsheet_v2","name":"Delete Spreadsheet V2","description":"Permanently delete a Google Sheets spreadsheet using the Google Drive API","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Google Sheets spreadsheet to delete"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_get_spreadsheet_v2":{"id":"google_sheets_get_spreadsheet_v2","name":"Get Spreadsheet Info V2","description":"Get metadata about a Google Sheets spreadsheet including title and sheet list","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"includeGridData":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include grid data (cell values). Defaults to false."}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_read":{"id":"google_sheets_read","name":"Read from Google Sheets","description":"Read data from a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet (found in the URL: docs.google.com/spreadsheets/d/{SPREADSHEET_ID}/edit)."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to read (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\"). Defaults to first sheet A1:Z1000 if not specified."}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_read_v2":{"id":"google_sheets_read_v2","name":"Read from Google Sheets V2","description":"Read data from a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to read from"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to read (e.g. \\"A1:D10\\"). Defaults to \\"A1:Z1000\\" if not specified."},"filterColumn":{"type":"string","required":false,"visibility":"user-or-llm","description":"Column name (from the header row) to filter on. Filtering is applied to the rows returned by the read range (the default is A1:Z1000), not the entire sheet. If not provided, no filtering is applied."},"filterValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Value to match against the filter column."},"filterMatchType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to match the filter value. Text: \\"contains\\", \\"not_contains\\", \\"exact\\", \\"not_equals\\", \\"starts_with\\", \\"ends_with\\". Numeric/ordering: \\"gt\\", \\"gte\\", \\"lt\\", \\"lte\\" (numeric when both values are numbers, otherwise lexicographic). Defaults to \\"contains\\"."}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_update":{"id":"google_sheets_update","name":"Update Google Sheets","description":"Update data in a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet to update"},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to update (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to update as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to update"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the updated values in the response"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_update_v2":{"id":"google_sheets_update_v2","name":"Update Google Sheets V2","description":"Update data in a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to update"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to update (e.g. \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to update as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to update"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the updated values in the response"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_write":{"id":"google_sheets_write","name":"Write to Google Sheets","description":"Write data to a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet"},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to write to (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_sheets_write_v2":{"id":"google_sheets_write_v2","name":"Write to Google Sheets V2","description":"Write data to a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to write to"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to write to (e.g. \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"google-sheets"},"hostedApiKey":"none"},"google_slides_add_image":{"id":"google_slides_add_image","name":"Add Image to Google Slides","description":"Insert an image into a specific slide in a Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the image to"},"imageUrl":{"type":"string","required":true,"visibility":"user-or-llm","description":"The publicly accessible URL of the image (must be PNG, JPEG, or GIF, max 50MB)"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the image in points (default: 300)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the image in points (default: 200)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_add_slide":{"id":"google_slides_add_slide","name":"Add Slide to Google Slides","description":"Add a new slide to a Google Slides presentation with a specified layout","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"layout":{"type":"string","required":false,"visibility":"user-or-llm","description":"The predefined layout for the slide (BLANK, TITLE, TITLE_AND_BODY, TITLE_ONLY, SECTION_HEADER, etc.). Defaults to BLANK."},"insertionIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"The optional zero-based index indicating where to insert the slide. If not specified, the slide is added at the end."},"placeholderIdMappings":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of placeholder mappings to assign custom object IDs to placeholders. Format: [{\\"layoutPlaceholder\\":{\\"type\\":\\"TITLE\\"},\\"objectId\\":\\"custom_title_id\\"}]"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_batch_update":{"id":"google_slides_batch_update","name":"Batch Update Google Slides (Raw)","description":"Run a raw Slides API batchUpdate with a list of Request objects. Use this when the higher-level tools do not cover an operation, or to bundle multiple operations into a single atomic batch (all-or-nothing).","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"requests":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Slides API Request objects. Example: [{\\"replaceAllText\\":{\\"containsText\\":{\\"text\\":\\"{{title}}\\"},\\"replaceText\\":\\"Q3 Review\\"}}, {\\"updatePageProperties\\":{\\"objectId\\":\\"slide_1\\",\\"pageProperties\\":{\\"pageBackgroundFill\\":{\\"solidFill\\":{\\"color\\":{\\"rgbColor\\":{\\"red\\":0.043,\\"green\\":0.122,\\"blue\\":0.231}}}}},\\"fields\\":\\"pageBackgroundFill\\"}}]"},"writeControl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON WriteControl object for optimistic concurrency, e.g. {\\"requiredRevisionId\\":\\"...\\"}"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_copy_presentation":{"id":"google_slides_copy_presentation","name":"Copy Google Slides Presentation","description":"Copy a template presentation in Drive to a new file. Use this before merging data so the original template is never modified.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides / Drive API"},"sourcePresentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Drive file ID of the source/template presentation"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Title for the copy. Defaults to \\"Copy of <source title>\\"."},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Drive folder ID where the copy should be placed"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create":{"id":"google_slides_create","name":"Create Google Slides Presentation","description":"Create a new Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the presentation to create"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content to add to the first slide"},"folderSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Drive folder ID to create the presentation in (e.g., 1ABCxyz...)"},"folderId":{"type":"string","required":false,"visibility":"hidden","description":"The ID of the folder to create the presentation in (internal use)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_line":{"id":"google_slides_create_line","name":"Create Line in Google Slides","description":"Create a line or connector on a slide.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the line to"},"lineCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"STRAIGHT (default), BENT, or CURVED"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line width in points (default 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line height in points (default 0 — horizontal line)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_paragraph_bullets":{"id":"google_slides_create_paragraph_bullets","name":"Create Paragraph Bullets in Google Slides","description":"Convert paragraphs in a shape or table cell into a bulleted or numbered list using a Google Slides bullet preset.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the shape or table containing the text"},"rowIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based row index"},"columnIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based column index"},"rangeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Range to apply bullets to: ALL (default), FROM_START_INDEX, or FIXED_RANGE"},"startIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start index for FROM_START_INDEX or FIXED_RANGE"},"endIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"End index for FIXED_RANGE"},"bulletPreset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bullet preset (e.g. BULLET_DISC_CIRCLE_SQUARE, BULLET_ARROW_DIAMOND_DISC, NUMBERED_DIGIT_ALPHA_ROMAN, NUMBERED_DIGIT_ALPHA_ROMAN_PARENS, NUMBERED_DIGIT_NESTED). Defaults to BULLET_DISC_CIRCLE_SQUARE."}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_shape":{"id":"google_slides_create_shape","name":"Create Shape in Google Slides","description":"Create a shape (rectangle, ellipse, text box, arrow, etc.) on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the shape to"},"shapeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The type of shape to create. Common types: TEXT_BOX, RECTANGLE, ROUND_RECTANGLE, ELLIPSE, TRIANGLE, DIAMOND, STAR_5, ARROW_EAST, HEART, CLOUD"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the shape in points (default: 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the shape in points (default: 100)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_sheets_chart":{"id":"google_slides_create_sheets_chart","name":"Embed Google Sheets Chart in Slides","description":"Embed a chart from a Google Sheets spreadsheet onto a slide. LINKED charts can be refreshed; NOT_LINKED_IMAGE inserts a static image of the chart.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the chart to"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID containing the chart"},"chartId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Numeric chart ID within the spreadsheet"},"linkingMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"LINKED (default) or NOT_LINKED_IMAGE"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width in points (default 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height in points (default 300)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_table":{"id":"google_slides_create_table","name":"Create Table in Google Slides","description":"Create a new table on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation 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Each object has \\"to.id\\" (record ID) and \\"types\\" array with \\"associationCategory\\" (\\"HUBSPOT_DEFINED\\") and \\"associationTypeId\\" (202 = note→contact, 190 = note→company, 214 = note→deal)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_ticket":{"id":"hubspot_create_ticket","name":"Create Ticket in HubSpot","description":"Create a new ticket in HubSpot. Requires subject and hs_pipeline_stage properties","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Ticket properties as JSON object. Must include subject and hs_pipeline_stage (e.g., {\\"subject\\": \\"Support request\\", \\"hs_pipeline_stage\\": \\"1\\", \\"hs_ticket_priority\\": \\"HIGH\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the ticket as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_association":{"id":"hubspot_delete_association","name":"Delete Association in HubSpot","description":"Remove all associations between two HubSpot records","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"},"toObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the target record"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_company":{"id":"hubspot_delete_company","name":"Delete Company from HubSpot","description":"Archive a company in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the company to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_contact":{"id":"hubspot_delete_contact","name":"Delete Contact from HubSpot","description":"Archive a contact in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the contact to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_deal":{"id":"hubspot_delete_deal","name":"Delete Deal from HubSpot","description":"Archive a deal in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the deal to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_line_item":{"id":"hubspot_delete_line_item","name":"Delete Line Item from HubSpot","description":"Archive a line item in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the line item to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_ticket":{"id":"hubspot_delete_ticket","name":"Delete Ticket from HubSpot","description":"Archive a ticket in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the ticket to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_appointment":{"id":"hubspot_get_appointment","name":"Get Appointment from HubSpot","description":"Retrieve a single appointment by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"appointmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot appointment ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_appointment_name,hs_appointment_start\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_association_labels":{"id":"hubspot_get_association_labels","name":"Get Association Labels from HubSpot","description":"Retrieve the association types (category, typeId, label) defined between two HubSpot object types","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_cart":{"id":"hubspot_get_cart","name":"Get Cart from HubSpot","description":"Retrieve a single cart by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"cartId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot cart ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_company":{"id":"hubspot_get_company","name":"Get Company from HubSpot","description":"Retrieve a single company by ID or domain from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot company ID (numeric string) or domain to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"domain\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,domain,industry\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_contact":{"id":"hubspot_get_contact","name":"Get Contact from HubSpot","description":"Retrieve a single contact by ID or email from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot contact ID (numeric string) or email address to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"email\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"email,firstname,lastname,phone\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_deal":{"id":"hubspot_get_deal","name":"Get Deal from HubSpot","description":"Retrieve a single deal by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot deal ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"dealname,amount,dealstage\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_email":{"id":"hubspot_get_email","name":"Get Email from HubSpot","description":"Retrieve a single email engagement by ID from HubSpot (content requires the sales-email-read scope)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"emailId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot email engagement ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_email_subject,hs_email_text,hs_timestamp\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_line_item":{"id":"hubspot_get_line_item","name":"Get Line Item from HubSpot","description":"Retrieve a single line item by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot line item ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,quantity,price,amount\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"deals,quotes\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_list":{"id":"hubspot_get_list","name":"Get List from HubSpot","description":"Retrieve a single list by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot list ID to retrieve"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_list_memberships":{"id":"hubspot_get_list_memberships","name":"Get List Members from HubSpot","description":"Retrieve the record IDs that are members of a HubSpot list, ordered by record ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the list to read members from"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 250, default 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_marketing_event":{"id":"hubspot_get_marketing_event","name":"Get Marketing Event from HubSpot","description":"Retrieve a single marketing event by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot marketing event objectId to retrieve"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_note":{"id":"hubspot_get_note","name":"Get Note from HubSpot","description":"Retrieve a single note by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot note ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_note_body,hs_timestamp,hubspot_owner_id\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_properties":{"id":"hubspot_get_properties","name":"Get Properties from HubSpot","description":"Read property definitions and their enumeration (picklist) options for a HubSpot object type, e.g. the values for lifecyclestage or hs_lead_status on contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object type to read properties for (e.g., \\"contacts\\", \\"companies\\", \\"deals\\", \\"tickets\\", \\"line_items\\", \\"quotes\\")"},"propertyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal name of a single property to retrieve (e.g., \\"hs_lead_status\\"). Omit to return all properties for the object type"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to return only archived properties (default false)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_quote":{"id":"hubspot_get_quote","name":"Get Quote from HubSpot","description":"Retrieve a single quote by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"quoteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot quote ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_title,hs_expiration_date,hs_status\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"deals,line_items\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_ticket":{"id":"hubspot_get_ticket","name":"Get Ticket from HubSpot","description":"Retrieve a single ticket by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot ticket ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"subject,content,hs_ticket_priority\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_users":{"id":"hubspot_get_users","name":"Get Users from HubSpot","description":"Retrieve all users from HubSpot account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 10, max: 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot user property names to return (e.g., \\"hs_email,hs_given_name,hs_family_name\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_appointments":{"id":"hubspot_list_appointments","name":"List Appointments from HubSpot","description":"Retrieve all appointments from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_appointment_name,hs_appointment_start\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_associations":{"id":"hubspot_list_associations","name":"List Associations in HubSpot","description":"List records of one object type associated with a given record, e.g. all emails or notes logged on a contact","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target object type to list associations to (e.g., \\"emails\\", \\"notes\\", \\"deals\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of associated records per page (default 500)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page (from previous response)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_carts":{"id":"hubspot_list_carts","name":"List Carts from HubSpot","description":"Retrieve all carts from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_companies":{"id":"hubspot_list_companies","name":"List Companies from HubSpot","description":"Retrieve all companies from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,domain,industry\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_contacts":{"id":"hubspot_list_contacts","name":"List Contacts from HubSpot","description":"Retrieve all contacts from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"email,firstname,lastname,phone\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_deals":{"id":"hubspot_list_deals","name":"List Deals from HubSpot","description":"Retrieve all deals from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"dealname,amount,dealstage\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_emails":{"id":"hubspot_list_emails","name":"List Emails from HubSpot","description":"Retrieve all email engagements from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_email_subject,hs_email_text,hs_timestamp\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_line_items":{"id":"hubspot_list_line_items","name":"List Line Items from HubSpot","description":"Retrieve all line items from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous 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Leave empty to return all lists."},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return (default 20, max 500)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination offset for next page of results (use the offset value from previous response)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_list_marketing_events":{"id":"hubspot_list_marketing_events","name":"List Marketing Events from HubSpot","description":"Retrieve all marketing events from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 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This endpoint replaces the title, so always send it."},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"Status of the follow-up: \\"outstanding\\", \\"completed\\", or \\"not_doing\\". Deleting is not supported here."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the follow-up. Supports Markdown."},"assignee_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the user to assign this follow-up to"},"assignee_team_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the team to assign this follow-up to"},"follow_up_category_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the category for this follow-up"},"follow_up_priority_option_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the priority for this follow-up"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of labels (e.g., \\"bug,urgent\\")"}},"hostedApiKey":"none"},"incidentio_incident_alerts_list":{"id":"incidentio_incident_alerts_list","name":"List Incident Alerts","description":"List the connections between incidents and alerts in incident.io — which alerts triggered an incident, or which incident an alert was attached to","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return alerts attached to this incident (e.g., \\"01FDAG4SAP5TYPT98WGR2N7W91\\")"},"alert_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return connections for this alert (e.g., \\"01GW2G3V0S59R238FAHPDS1R66\\")"}},"hostedApiKey":"none"},"incidentio_incident_memberships_create":{"id":"incidentio_incident_memberships_create","name":"Grant Incident Membership","description":"Make a user a member of a private incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the private incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYD5H\\")"},"user_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to grant access to (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_memberships_revoke":{"id":"incidentio_incident_memberships_revoke","name":"Revoke Incident Membership","description":"Revoke a user\'s membership of a private incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the private incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYD5H\\")"},"user_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to revoke access from (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_participants_list":{"id":"incidentio_incident_participants_list","name":"List Incident Participants","description":"List the participants of an incident in incident.io, split into those actively helping and those just observing","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident to find participants of (e.g., \\"01FDAG4SAP5TYPT98WGR2N7W91\\")"}},"hostedApiKey":"none"},"incidentio_incident_roles_create":{"id":"incidentio_incident_roles_create","name":"Create Incident Role","description":"Create a new incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the incident role (e.g., \\"Incident Commander\\")"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the incident role"},"instructions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instructions for the incident role"},"shortform":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short form abbreviation for the role"}},"hostedApiKey":"none"},"incidentio_incident_roles_delete":{"id":"incidentio_incident_roles_delete","name":"Delete Incident Role","description":"Delete an incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_roles_list":{"id":"incidentio_incident_roles_list","name":"List Incident Roles","description":"List all incident roles in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_roles_show":{"id":"incidentio_incident_roles_show","name":"Show Incident Role","description":"Get details of a specific incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_roles_update":{"id":"incidentio_incident_roles_update","name":"Update Incident Role","description":"Update an existing incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the incident role (e.g., \\"Incident Commander\\")"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the incident role"},"instructions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instructions for the incident role"},"shortform":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short form abbreviation for the role"}},"hostedApiKey":"none"},"incidentio_incident_statuses_list":{"id":"incidentio_incident_statuses_list","name":"Incident.io Incident Statuses List","description":"List all incident statuses configured in your Incident.io workspace. Returns status details including id, name, description, and category.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_timestamps_list":{"id":"incidentio_incident_timestamps_list","name":"List Incident Timestamps","description":"List all incident timestamp definitions in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_timestamps_show":{"id":"incidentio_incident_timestamps_show","name":"Show Incident Timestamp","description":"Get details of a specific incident timestamp definition in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident timestamp (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_types_list":{"id":"incidentio_incident_types_list","name":"Incident.io Incident Types List","description":"List all incident types configured in your Incident.io workspace. Returns type details including id, name, description, and default flag.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_updates_list":{"id":"incidentio_incident_updates_list","name":"List Incident Updates","description":"List all updates for a specific incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the incident to get updates for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\"). If not provided, returns all updates"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incidents_create":{"id":"incidentio_incidents_create","name":"incident.io Incidents Create","description":"Create a new incident in incident.io. Requires idempotency_key, severity_id, and visibility. Optionally accepts name, summary, type, and status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"idempotency_key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier to prevent duplicate incident creation. Use a UUID or unique string."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Brief summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the severity level (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the incident type"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the initial incident status"},"visibility":{"type":"string","required":true,"visibility":"user-or-llm","description":"Visibility of the incident: \\"public\\" or \\"private\\" (required)"}},"hostedApiKey":"none"},"incidentio_incidents_list":{"id":"incidentio_incidents_list","name":"incident.io Incidents List","description":"List incidents from incident.io. Returns a list of incidents with their details including severity, status, and timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of incidents to return per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"sort_by":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for incidents: created_at_newest_first or created_at_oldest_first"},"filter_mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to combine filters: all or any"}},"hostedApiKey":"none"},"incidentio_incidents_show":{"id":"incidentio_incidents_show","name":"incident.io Incidents Show","description":"Retrieve detailed information about a specific incident from incident.io by its ID. Returns full incident details including custom fields and role assignments.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incidents_update":{"id":"incidentio_incidents_update","name":"incident.io Incidents Update","description":"Update an existing incident in incident.io. Can update name, summary, severity, status, or type.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated severity ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated status ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated incident type ID"},"notify_incident_channel":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to notify the incident channel about this update"}},"hostedApiKey":"none"},"incidentio_on_call_now":{"id":"incidentio_on_call_now","name":"Get Who Is On Call","description":"Get who is currently on call in incident.io, as one row per ongoing shift across every schedule (or a single schedule). Also returns the shifts that take over at the next changeover.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Limit the result to a single schedule by ID (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\"). Leave empty to return who is on call across every schedule."},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of schedules to scan per page when no schedule ID is given (e.g., 10, 25). Defaults to 25; upcoming shifts are only returned at 25 or lower."},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of schedules (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedule_entries_list":{"id":"incidentio_schedule_entries_list","name":"List Schedule Entries","description":"List all entries for a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to get entries for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"entry_window_start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"entry_window_end":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}},"hostedApiKey":"none"},"incidentio_schedule_overrides_create":{"id":"incidentio_schedule_overrides_create","name":"Create Schedule Override","description":"Create a new schedule override in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"rotation_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the rotation to override (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"layer_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the layer this override applies to"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_slack_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Slack ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"start_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override starts in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"end_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override ends in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}},"hostedApiKey":"none"},"incidentio_schedule_overrides_list":{"id":"incidentio_schedule_overrides_list","name":"List Schedule Overrides","description":"List the one-off overrides layered on top of a schedule in incident.io, such as someone covering a colleague’s shift","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to get overrides for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"rotation_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return overrides on this rotation"},"layer_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return overrides on this layer"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_create":{"id":"incidentio_schedules_create","name":"Create Schedule","description":"Create a new schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}},"hostedApiKey":"none"},"incidentio_schedules_delete":{"id":"incidentio_schedules_delete","name":"Delete Schedule","description":"Delete a schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_list":{"id":"incidentio_schedules_list","name":"List Schedules","description":"List all schedules in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_show":{"id":"incidentio_schedules_show","name":"Show Schedule","description":"Get details of a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_update":{"id":"incidentio_schedules_update","name":"Update Schedule","description":"Update an existing schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}},"hostedApiKey":"none"},"incidentio_severities_list":{"id":"incidentio_severities_list","name":"Incident.io Severities List","description":"List all severity levels configured in your Incident.io workspace. Returns severity details including id, name, description, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}},"hostedApiKey":"none"},"incidentio_teams_list":{"id":"incidentio_teams_list","name":"List Teams","description":"List all teams in the incident.io organisation, along with their members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_teams_show":{"id":"incidentio_teams_show","name":"Show Team","description":"Get a single team by ID from incident.io, along with its members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team to fetch (e.g., \\"01JPQA75EPNEES4479P16P4XAB\\")"}},"hostedApiKey":"none"},"incidentio_users_list":{"id":"incidentio_users_list","name":"Incident.io Users List","description":"List all users in your Incident.io workspace. Returns user details including id, name, email, and role.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (e.g., 10, 25, 50). 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Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}},"hostedApiKey":"none"},"intercom_create_contact_v2":{"id":"intercom_create_contact_v2","name":"Create Contact in Intercom","description":"Create a new contact in Intercom with email, external_id, or role. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'. Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}},"hostedApiKey":"none"},"intercom_create_event_v2":{"id":"intercom_create_event_v2","name":"Create Event in Intercom","description":"Track a custom event for a contact in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"event_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event (e.g., \\"order-completed\\"). Use past-tense verb-noun format for readability."},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the event occurred. Strongly recommended for uniqueness."},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your identifier for the user (external_id)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the user. Use only if your app uses email to uniquely identify users."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Intercom contact ID"},"metadata":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object with up to 10 metadata key-value pairs about the event (e.g., {\\"order_value\\": 99.99})"}},"hostedApiKey":"none"},"intercom_create_message":{"id":"intercom_create_message","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}},"hostedApiKey":"none"},"intercom_create_message_v2":{"id":"intercom_create_message_v2","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}},"hostedApiKey":"none"},"intercom_create_note_v2":{"id":"intercom_create_note_v2","name":"Create Note in Intercom","description":"Add a note to a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to add the note to"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content of the note"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin creating the note"}},"hostedApiKey":"none"},"intercom_create_tag_v2":{"id":"intercom_create_tag_v2","name":"Create Tag in Intercom","description":"Create a new tag or update an existing tag name","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the tag. Will create a new tag if not found, or update the name if id is provided."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of an existing tag to update. Omit to create a new tag."}},"hostedApiKey":"none"},"intercom_create_ticket":{"id":"intercom_create_ticket","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}},"hostedApiKey":"none"},"intercom_create_ticket_v2":{"id":"intercom_create_ticket_v2","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}},"hostedApiKey":"none"},"intercom_delete_contact":{"id":"intercom_delete_contact","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}},"hostedApiKey":"none"},"intercom_delete_contact_v2":{"id":"intercom_delete_contact_v2","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}},"hostedApiKey":"none"},"intercom_detach_contact_from_company_v2":{"id":"intercom_detach_contact_from_company_v2","name":"Detach Contact from Company in Intercom","description":"Remove a contact from a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to detach from the company"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the company to detach the contact from"}},"hostedApiKey":"none"},"intercom_get_company":{"id":"intercom_get_company","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_company_v2":{"id":"intercom_get_company_v2","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_contact":{"id":"intercom_get_contact","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_contact_v2":{"id":"intercom_get_contact_v2","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_conversation":{"id":"intercom_get_conversation","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}},"hostedApiKey":"none"},"intercom_get_conversation_v2":{"id":"intercom_get_conversation_v2","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}},"hostedApiKey":"none"},"intercom_get_ticket":{"id":"intercom_get_ticket","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_ticket_v2":{"id":"intercom_get_ticket_v2","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}},"hostedApiKey":"none"},"intercom_list_admins_v2":{"id":"intercom_list_admins_v2","name":"List Admins from Intercom","description":"Fetch a list of all admins for the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}},"hostedApiKey":"none"},"intercom_list_companies":{"id":"intercom_list_companies","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}},"hostedApiKey":"none"},"intercom_list_companies_v2":{"id":"intercom_list_companies_v2","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}},"hostedApiKey":"none"},"intercom_list_contacts":{"id":"intercom_list_contacts","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}},"hostedApiKey":"none"},"intercom_list_contacts_v2":{"id":"intercom_list_contacts_v2","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}},"hostedApiKey":"none"},"intercom_list_conversations":{"id":"intercom_list_conversations","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}},"hostedApiKey":"none"},"intercom_list_conversations_v2":{"id":"intercom_list_conversations_v2","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}},"hostedApiKey":"none"},"intercom_list_tags_v2":{"id":"intercom_list_tags_v2","name":"List Tags from Intercom","description":"Fetch a list of all tags in the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}},"hostedApiKey":"none"},"intercom_open_conversation_v2":{"id":"intercom_open_conversation_v2","name":"Open Conversation in Intercom","description":"Open a closed or snoozed conversation in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to open"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"}},"hostedApiKey":"none"},"intercom_reply_conversation":{"id":"intercom_reply_conversation","name":"Reply to Conversation in Intercom","description":"Reply to a conversation as an admin in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to reply to"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"comment\\" or \\"note\\""},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text body of the reply"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin authoring the reply. If not provided, a default admin (Operator/Fin) will be used."},"attachment_urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of image URLs (max 10)"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the reply was created. If not provided, current time is used."}},"hostedApiKey":"none"},"intercom_reply_conversation_v2":{"id":"intercom_reply_conversation_v2","name":"Reply to Conversation in Intercom","description":"Reply to a conversation as an admin in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to reply to"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"comment\\" or \\"note\\""},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text body of the reply"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin authoring the reply. If not provided, a default admin (Operator/Fin) will be used."},"attachment_urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of image URLs (max 10)"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the reply was created. 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Use -1 for infinite"},"bisectBatchOnFunctionError":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Split a failing batch in two and retry each half"},"tumblingWindowInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration of a processing window for stream aggregation (0-900)"},"maximumConcurrency":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum concurrent function invocations from an SQS event source (2-1000)"},"topics":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Kafka topic names to consume"},"queues":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Amazon MQ broker destination queue names"},"functionResponseTypes":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Set to ReportBatchItemFailures to enable partial batch reporting Pass [] to remove all of them on an update."},"filterPatterns":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Event filter patterns, each a JSON string, that decide which records reach the function. Pass [] to remove all filters on an update."},"onSuccessDestination":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the destination that receives successfully processed records"},"onFailureDestination":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the destination that receives discarded records"},"kmsKeyArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the KMS customer managed key used to encrypt filter criteria"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the event source mapping, as a flat key/value JSON object"},"sourceAccessConfigurations":{"type":"json","required":false,"visibility":"user-or-llm","description":"Authentication for an Amazon MQ or self-managed Kafka source, as a JSON array of objects with \\"type\\" (e.g. BASIC_AUTH, SASL_SCRAM_512_AUTH, VPC_SUBNET) and \\"uri\\" (the Secrets Manager or VPC resource ARN). Pass [] to remove all of them on an update."},"documentDbDatabaseName":{"type":"string","required":false,"visibility":"user-or-llm","description":"DocumentDB database to consume the change stream from"},"documentDbCollectionName":{"type":"string","required":false,"visibility":"user-or-llm","description":"DocumentDB collection to consume. Omit to consume the whole database"},"documentDbFullDocument":{"type":"string","required":false,"visibility":"user-or-llm","description":"UpdateLookup sends the full document on update, Default sends only the change delta"},"amazonManagedKafkaConsumerGroupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Consumer group ID to join on an Amazon MSK cluster"},"selfManagedKafkaConsumerGroupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Consumer group ID to join on a self-managed Kafka cluster"},"selfManagedKafkaBootstrapServers":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Bootstrap servers of a self-managed Kafka cluster (host:port). Required instead of eventSourceArn for self-managed Kafka"}},"hostedApiKey":"none"},"lambda_create_function":{"id":"lambda_create_function","name":"Lambda Create Function","description":"Create a Lambda function from a deployment package in Amazon S3 or a container image","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the function\'s execution role"},"runtime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Runtime identifier such as nodejs22.x or python3.13. Required for .zip packages, omit for container images"},"handler":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entry point in your code, such as index.handler. Required for .zip packages"},"packageType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Zip for a .zip file archive (default) or Image for a container image"},"s3Bucket":{"type":"string","required":false,"visibility":"user-or-llm","description":"Amazon S3 bucket holding the deployment package, in the same region as the function"},"s3Key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Amazon S3 key of the .zip package"},"s3ObjectVersion":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version of the Amazon S3 object to use"},"imageUri":{"type":"string","required":false,"visibility":"user-or-llm","description":"Amazon ECR URI of the container image to deploy"},"sourceKmsKeyArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the KMS customer managed key that encrypts the function\'s .zip deployment package"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the function"},"functionTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds Lambda allows the function to run before stopping it (1-900). Named functionTimeout because the shared tool executor reserves `timeout` for its own request deadline"},"memorySize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory available to the function at runtime in MB (128-32768)"},"ephemeralStorageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Size of the /tmp directory in MB (512-10240)"},"publish":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Publish the first version of the function atomically with creation"},"environment":{"type":"json","required":false,"visibility":"user-or-llm","description":"Environment variables as a flat key/value JSON object"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the function, as a flat key/value JSON object"},"architectures":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Instruction set architecture: exactly one of x86_64 or arm64"},"layers":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"ARNs of layer versions to add to the function execution environment Pass [] to remove all of them on an update."},"vpcSubnetIds":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"VPC subnet IDs the function should attach to Pass [] to remove all of them on an update."},"vpcSecurityGroupIds":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"VPC security group IDs the function should use Pass [] to remove all of them on an update."},"tracingMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"X-Ray tracing mode: Active samples and traces requests, PassThrough only traces sampled requests"},"deadLetterTargetArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of an SQS queue or SNS topic that receives failed asynchronous invocations"},"kmsKeyArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the KMS customer managed key used to encrypt environment variables and snapshots"},"snapStartApplyOn":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to PublishedVersions to snapshot the initialized environment when a version is published"},"logFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Format the function sends CloudWatch logs in"},"logGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"CloudWatch log group the function sends logs to"}},"hostedApiKey":"none"},"lambda_create_function_url_config":{"id":"lambda_create_function_url_config","name":"Lambda Create Function URL","description":"Create a dedicated HTTPS endpoint for a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"authType":{"type":"string","required":true,"visibility":"user-or-llm","description":"AWS_IAM requires signed requests, NONE allows public unauthenticated access"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"},"invokeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"BUFFERED returns the whole response at once, RESPONSE_STREAM streams it"},"corsAllowCredentials":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the function URL sends the Access-Control-Allow-Credentials header"},"corsAllowOrigins":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Origins allowed to call the function URL, or * for any"},"corsAllowMethods":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"HTTP methods allowed when calling the function URL, or * for any"},"corsAllowHeaders":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Headers browsers may send in a cross-origin request"},"corsExposeHeaders":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Response headers browsers may access from the response"},"corsMaxAge":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds a browser may cache the CORS preflight result (0-86400)"}},"hostedApiKey":"none"},"lambda_delete_alias":{"id":"lambda_delete_alias","name":"Lambda Delete Alias","description":"Delete a Lambda function alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"aliasName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the alias"}},"hostedApiKey":"none"},"lambda_delete_event_source_mapping":{"id":"lambda_delete_event_source_mapping","name":"Lambda Delete Event Source Mapping","description":"Delete an event source mapping","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"uuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the event source mapping"}},"hostedApiKey":"none"},"lambda_delete_function":{"id":"lambda_delete_function","name":"Lambda Delete Function","description":"Delete a Lambda function, or a single published version of it","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number to delete. Omit to delete the whole function including all versions and aliases"}},"hostedApiKey":"none"},"lambda_delete_function_concurrency":{"id":"lambda_delete_function_concurrency","name":"Lambda Delete Function Concurrency","description":"Remove the reserved concurrency configuration from a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"}},"hostedApiKey":"none"},"lambda_delete_function_event_invoke_config":{"id":"lambda_delete_function_event_invoke_config","name":"Lambda Delete Async Invoke Config","description":"Remove the asynchronous invocation configuration of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_delete_function_url_config":{"id":"lambda_delete_function_url_config","name":"Lambda Delete Function URL","description":"Delete the URL configuration of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_delete_provisioned_concurrency_config":{"id":"lambda_delete_provisioned_concurrency_config","name":"Lambda Delete Provisioned Concurrency","description":"Remove the provisioned concurrency configuration from a function version or alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version number or alias name the configuration applies to"}},"hostedApiKey":"none"},"lambda_get_account_settings":{"id":"lambda_get_account_settings","name":"Lambda Get Account Settings","description":"Get the Lambda limits and usage of the current AWS account and region","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"}},"hostedApiKey":"none"},"lambda_get_alias":{"id":"lambda_get_alias","name":"Lambda Get Alias","description":"Get details about a Lambda function alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"aliasName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the alias"}},"hostedApiKey":"none"},"lambda_get_event_source_mapping":{"id":"lambda_get_event_source_mapping","name":"Lambda Get Event Source Mapping","description":"Get details about an event source mapping","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"uuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the event source mapping"}},"hostedApiKey":"none"},"lambda_get_function":{"id":"lambda_get_function","name":"Lambda Get Function","description":"Get a function\'s configuration, code location, tags, and reserved concurrency","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_function_concurrency":{"id":"lambda_get_function_concurrency","name":"Lambda Get Function Concurrency","description":"Get the reserved concurrency configured for a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"}},"hostedApiKey":"none"},"lambda_get_function_configuration":{"id":"lambda_get_function_configuration","name":"Lambda Get Function Configuration","description":"Get a function\'s version-specific configuration","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_function_event_invoke_config":{"id":"lambda_get_function_event_invoke_config","name":"Lambda Get Async Invoke Config","description":"Get the asynchronous invocation retry and destination settings of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_function_recursion_config":{"id":"lambda_get_function_recursion_config","name":"Lambda Get Recursion Config","description":"Get the recursive loop detection setting of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"}},"hostedApiKey":"none"},"lambda_get_function_url_config":{"id":"lambda_get_function_url_config","name":"Lambda Get Function URL","description":"Get details about a function URL","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_layer_version":{"id":"lambda_get_layer_version","name":"Lambda Get Layer Version","description":"Get details and a download link for a specific layer version","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"layerName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the layer"},"versionNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Version number of the layer"}},"hostedApiKey":"none"},"lambda_get_policy":{"id":"lambda_get_policy","name":"Lambda Get Policy","description":"Get the resource-based IAM policy attached to a function, version, or alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_provisioned_concurrency_config":{"id":"lambda_get_provisioned_concurrency_config","name":"Lambda Get Provisioned Concurrency","description":"Get the provisioned concurrency configuration of a function version or alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version number or alias name the configuration applies to"}},"hostedApiKey":"none"},"lambda_get_runtime_management_config":{"id":"lambda_get_runtime_management_config","name":"Lambda Get Runtime Management Config","description":"Get the runtime update policy of a function version","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_invoke":{"id":"lambda_invoke","name":"Lambda Invoke Function","description":"Invoke a Lambda function synchronously or asynchronously and return its response","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"payload":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON event payload passed to the function handler"},"invocationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"RequestResponse waits for the result, Event queues the invocation, DryRun only validates permissions"},"logType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to Tail to return the last 4 KB of the execution log"},"clientContext":{"type":"string","required":false,"visibility":"user-or-llm","description":"Base64-encoded JSON passed to the function in the client context object (max 3,583 bytes)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. 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version"},"revisionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Update the resource only if its current revision ID matches this value"}},"hostedApiKey":"none"},"lambda_put_function_concurrency":{"id":"lambda_put_function_concurrency","name":"Lambda Set Function Concurrency","description":"Reserve a share of the account concurrency limit for a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"reservedConcurrentExecutions":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of simultaneous executions to reserve for this function"}},"hostedApiKey":"none"},"lambda_put_function_event_invoke_config":{"id":"lambda_put_function_event_invoke_config","name":"Lambda Set Async Invoke Config","description":"Configure retry limits and destinations for asynchronous invocations of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. 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Required when updateRuntimeOn is Manual"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_remove_permission":{"id":"lambda_remove_permission","name":"Lambda Remove Permission","description":"Remove a statement from a function\'s resource-based policy","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"statementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the policy statement to remove"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. 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Use -1 for infinite"},"maximumRetryAttempts":{"type":"number","required":false,"visibility":"user-or-llm","description":"Retries before a record is discarded. Use -1 for infinite"},"bisectBatchOnFunctionError":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Split a failing batch in two and retry each half"},"tumblingWindowInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration of a processing window for stream aggregation (0-900)"},"maximumConcurrency":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum concurrent function invocations from an SQS event source (2-1000)"},"functionResponseTypes":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Set to ReportBatchItemFailures to enable partial batch reporting Pass [] to remove all of them on an update."},"filterPatterns":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Event filter patterns, each a JSON string, that decide which records reach the function. 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If a memory with this conversationId already exists, the new message will be appended to it."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role for agent memory (user, assistant, or system)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content for agent memory"}},"hostedApiKey":"none"},"memory_delete":{"id":"memory_delete","name":"Delete Memory","description":"Delete memories by conversationId.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Deletes all memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}},"hostedApiKey":"none"},"memory_get":{"id":"memory_get","name":"Get Memory","description":"Retrieve memory by conversationId. Returns matching memories.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Returns memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}},"hostedApiKey":"none"},"memory_get_all":{"id":"memory_get_all","name":"Get All Memories","description":"Retrieve all memories from the database","version":"1.0.0","params":{},"hostedApiKey":"none"},"microsoft_ad_add_directory_role_member":{"id":"microsoft_ad_add_directory_role_member","name":"Add Microsoft Entra ID Directory Role Member","description":"Grant a user an administrator role in Microsoft Entra ID. This is a privileged change that expands what the user can do across the tenant.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"directoryRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the directory role. Use List Directory Roles to find it."},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the user to grant the role to"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_add_group_member":{"id":"microsoft_ad_add_group_member","name":"Add Azure AD Group Member","description":"Add a member to a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to add"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_add_user_app_role_assignment":{"id":"microsoft_ad_add_user_app_role_assignment","name":"Grant Microsoft Entra ID App Role To User","description":"Grant a user an application role on a service principal, giving them access to that application","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID or user principal name of the user to grant the app role to. A user principal name is resolved to its object ID before the grant."},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the resource service principal that defines the app role. Use List Service Principals to find it."},"appRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the app role to grant. Use the all-zero GUID 00000000-0000-0000-0000-000000000000 to assign access without a specific role."}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_assign_license":{"id":"microsoft_ad_assign_license","name":"Assign Microsoft Entra ID License","description":"Add or remove subscription licenses (SKUs) on a user in Microsoft Entra ID. Removing a license immediately revokes the access it granted to the associated services.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name to change licenses for"},"addSkuIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SKU IDs (GUIDs) of the licenses to assign. Leave empty to only remove licenses."},"removeSkuIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SKU IDs (GUIDs) of the licenses to remove. Leave empty to only add licenses."},"disabledPlanIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated service plan IDs (GUIDs) to disable on every license being assigned"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_create_group":{"id":"microsoft_ad_create_group","name":"Create Azure AD Group","description":"Create a new group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the group"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the group (ASCII only, max 64 characters)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group description"},"mailEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether mail is enabled (true for Microsoft 365 groups)"},"securityEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether security is enabled (true for security groups)"},"groupTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group type: \\"Unified\\" for Microsoft 365 group, leave empty for security group"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group visibility: \\"Private\\" or \\"Public\\" (can be changed later), or \\"HiddenMembership\\" (Microsoft 365 groups only; can only be set at creation and never changed afterward)"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_create_user":{"id":"microsoft_ad_create_user","name":"Create Azure AD User","description":"Create a new user in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the user"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the user"},"userPrincipalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"User principal name (e.g., \\"user@example.com\\")"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Initial password for the user"},"accountEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether the account is enabled"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"surname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"officeLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Office location"},"mobilePhone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_delete_group":{"id":"microsoft_ad_delete_group","name":"Delete Azure AD Group","description":"Delete a group from Azure AD (Microsoft Entra ID). Microsoft 365 and security groups can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_delete_user":{"id":"microsoft_ad_delete_user","name":"Delete Azure AD User","description":"Delete a user from Azure AD (Microsoft Entra ID). The user is moved to a temporary container and can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_conditional_access_policy":{"id":"microsoft_ad_get_conditional_access_policy","name":"Get Microsoft Entra ID Conditional Access Policy","description":"Get a single conditional access policy by ID, including the conditions it matches and the controls it enforces. Read-only.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"policyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conditional access policy ID"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_device":{"id":"microsoft_ad_get_device","name":"Get Microsoft Entra ID Device","description":"Get a registered device by its object ID from Microsoft Entra ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"deviceObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device object ID (the \\"id\\" field), not the \\"deviceId\\" registration identifier"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_group":{"id":"microsoft_ad_get_group","name":"Get Azure AD Group","description":"Get a group by ID from Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_user":{"id":"microsoft_ad_get_user","name":"Get Azure AD User","description":"Get a user by ID or user principal name from Azure AD","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name (e.g., \\"user@example.com\\")"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_authentication_methods":{"id":"microsoft_ad_list_authentication_methods","name":"List Microsoft Entra ID Authentication Methods","description":"List the authentication methods a user has registered, such as passwords, phone numbers, FIDO2 keys, and authenticator apps","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_conditional_access_policies":{"id":"microsoft_ad_list_conditional_access_policies","name":"List Microsoft Entra ID Conditional Access Policies","description":"List the conditional access policies configured in the tenant, including their state and the conditions and controls they enforce. Read-only.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of policies to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Example: \\"state eq \'enabled\'\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_devices":{"id":"microsoft_ad_list_devices","name":"List Microsoft Entra ID Devices","description":"List the devices registered in Microsoft Entra ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of devices to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Example: \\"accountEnabled eq false\\" or \\"operatingSystem eq \'Windows\'\\"."},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string matched against the device display name"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_directory_audits":{"id":"microsoft_ad_list_directory_audits","name":"List Microsoft Entra ID Directory Audits","description":"List directory audit records showing who changed what in Microsoft Entra ID, such as user creation, group membership changes, and role assignments","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of audit records to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Filterable fields include activityDateTime, activityDisplayName, correlationId, loggedByService, initiatedBy and targetResources. Example: \\"activityDateTime ge 2024-01-01T00:00:00Z\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_directory_role_members":{"id":"microsoft_ad_list_directory_role_members","name":"List Microsoft Entra ID Directory Role Members","description":"List the principals holding an administrator role. Returns up to 1000 members; this endpoint does not support paging.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"directoryRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the directory role. Use List Directory Roles to find it."}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_directory_roles":{"id":"microsoft_ad_list_directory_roles","name":"List Microsoft Entra ID Directory Roles","description":"List the administrator roles that are activated in the tenant, such as Global Administrator and User Administrator. Roles that have never been activated are not returned.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_group_members":{"id":"microsoft_ad_list_group_members","name":"List Azure AD Group Members","description":"List members of a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group ID. Not needed when Next Page is provided to fetch a later page."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of members to return (default 100, max 999)"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_groups":{"id":"microsoft_ad_list_groups","name":"List Azure AD Groups","description":"List groups in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of groups to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"securityEnabled eq true\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter groups by displayName or description"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_service_principal_app_role_assignments":{"id":"microsoft_ad_list_service_principal_app_role_assignments","name":"List Microsoft Entra ID Application Assignments","description":"List every user, group, and service principal assigned to an application, by reading the app role assignments on its service principal. Recently granted or removed assignments can take time to appear.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"servicePrincipalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Object ID of the service principal. Use List Service Principals to find it. Not needed when Next Page is provided to fetch a later page."},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression supporting eq and startswith. Example: \\"principalType eq \'User\'\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_service_principals":{"id":"microsoft_ad_list_service_principals","name":"List Microsoft Entra ID Service Principals","description":"List the enterprise applications and service principals in the tenant, including the app roles each one exposes","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of service principals to return (default and maximum page size is 100)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Example: \\"servicePrincipalType eq \'Application\'\\" or \\"startsWith(displayName, \'Salesforce\')\\"."},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string matched against the service principal display name"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_sign_ins":{"id":"microsoft_ad_list_sign_ins","name":"List Microsoft Entra ID Sign-Ins","description":"List sign-in events from the Microsoft Entra ID sign-in logs, newest first. Requires a Microsoft Entra ID P1 or P2 license. Apply a date filter to keep large queries from timing out.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of sign-ins to return (default and maximum page size is 1000)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Filterable fields include userPrincipalName, userId, appId, appDisplayName, ipAddress, createdDateTime, conditionalAccessStatus, riskState and status/errorCode. Example: \\"createdDateTime ge 2024-01-01T00:00:00Z and status/errorCode ne 0\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_subscribed_skus":{"id":"microsoft_ad_list_subscribed_skus","name":"List Microsoft Entra ID Subscribed SKUs","description":"List the subscription SKUs the tenant owns, including how many license units are prepaid and how many are consumed","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_user_app_role_assignments":{"id":"microsoft_ad_list_user_app_role_assignments","name":"List Microsoft Entra ID User App Role Assignments","description":"List the application role assignments granted to a user, including assignments the user inherits from groups they are a direct member of","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID or user principal name. Not needed when Next Page is provided to fetch a later page."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of assignments to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Filterable fields include id, resourceId and principalDisplayName. Example: \\"resourceId eq 8e881353-1735-45af-af21-ee1344582a4d\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_user_devices":{"id":"microsoft_ad_list_user_devices","name":"List Microsoft Entra ID User Devices","description":"List the devices a user has registered or owns. Devices the caller cannot read are returned with only their ID and the remaining fields null.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID or user principal name. Not needed when Next Page is provided to fetch a later page."},"deviceRelationship":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which devices to list: \\"registered\\" for devices the user registered, or \\"owned\\" for devices the user owns. Defaults to \\"registered\\"."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of devices to return"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_user_licenses":{"id":"microsoft_ad_list_user_licenses","name":"List Microsoft Entra ID User Licenses","description":"List the subscription licenses assigned to a user in Microsoft Entra ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_users":{"id":"microsoft_ad_list_users","name":"List Azure AD Users","description":"List users in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"department eq \'Sales\'\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter users by displayName or mail"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_remove_directory_role_member":{"id":"microsoft_ad_remove_directory_role_member","name":"Remove Microsoft Entra ID Directory Role Member","description":"Revoke an administrator role from a user in Microsoft Entra ID. Removes only the role membership; the user account itself is not deleted.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"directoryRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the directory role. Use List Directory Roles to find it."},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the user to remove the role from"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_remove_group_member":{"id":"microsoft_ad_remove_group_member","name":"Remove Azure AD Group Member","description":"Remove a member from a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to remove"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_remove_user_app_role_assignment":{"id":"microsoft_ad_remove_user_app_role_assignment","name":"Revoke Microsoft Entra ID App Role From User","description":"Revoke an application role assignment from a user, removing their access to that application. 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Cannot be run against your own account.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name whose password should be reset"},"newPassword":{"type":"string","required":false,"visibility":"user-only","description":"The new password. Required for tenants with hybrid password scenarios. Leave empty for a cloud-only password to have Microsoft generate and return one."}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_revoke_sign_in_sessions":{"id":"microsoft_ad_revoke_sign_in_sessions","name":"Revoke Microsoft Entra ID Sign-In Sessions","description":"Invalidate every refresh token and session cookie issued to a user, forcing them to sign in again on all applications and devices. 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For collection-valued navigation properties, provide the target record ID. For single-valued navigation properties, only the navigation property name is needed.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source entity set name (e.g., accounts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source record GUID"},"navigationProperty":{"type":"string","required":true,"visibility":"user-or-llm","description":"Navigation property name (e.g., contact_customer_accounts for collection-valued, or parentcustomerid_account for single-valued)"},"targetRecordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target record GUID (required for collection-valued navigation properties, omit for single-valued)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_download_file":{"id":"microsoft_dataverse_download_file","name":"Download File from Microsoft Dataverse","description":"Download a file from a file or image column on a Dataverse record. 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Actions perform operations with side effects (e.g., Merge, GrantAccess, SendEmail, QualifyLead). For bound actions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action name (e.g., Merge, GrantAccess, SendEmail). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound actions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound actions (e.g., accounts). Leave empty for unbound actions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound actions. Leave empty for unbound or collection-bound actions."},"parameters":{"type":"object","required":false,"visibility":"user-or-llm","description":"Action parameters as a JSON object. For entity references, include @odata.type annotation (e.g., {\\"Target\\": {\\"@odata.type\\": \\"Microsoft.Dynamics.CRM.account\\", \\"accountid\\": \\"...\\"}})"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_execute_function":{"id":"microsoft_dataverse_execute_function","name":"Execute Microsoft Dataverse Function","description":"Execute a bound or unbound Dataverse function. Functions are read-only operations (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount, InitializeFrom). For bound functions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound functions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound functions (e.g., systemusers). Leave empty for unbound functions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound functions. Leave empty for unbound functions."},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Function parameters for the URL. Simple values can be inlined (e.g., \\"LocalizedStandardName=\'Pacific Standard Time\',LocaleId=1033\\"), but values with reserved characters (/ < > * % & : \\\\ ? +) must use parameter aliases: put the alias assignment in parentheses and the alias-to-value bindings after a \\"?\\", e.g. \\"LocalizedStandardName=@p1,LocaleId=@p2?@p1=\'Pacific Standard Time\'&@p2=1033\\". Do not include the enclosing parentheses yourself."}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_fetchxml_query":{"id":"microsoft_dataverse_fetchxml_query","name":"FetchXML Query Microsoft Dataverse","description":"Execute a FetchXML query against a Microsoft Dataverse table. FetchXML supports aggregation, grouping, linked-entity joins, and complex filtering beyond OData capabilities.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"fetchXml":{"type":"string","required":true,"visibility":"user-or-llm","description":"FetchXML query string. Must include <fetch> root element and <entity> child element matching the table logical name."}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_get_entity_metadata":{"id":"microsoft_dataverse_get_entity_metadata","name":"Get Microsoft Dataverse Table Metadata","description":"Retrieve table (entity) and column (attribute) definitions for a Microsoft Dataverse table by its singular logical name. Use this to look up the correct entity set name and column logical names before building record data for other operations.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Singular table logical name to look up (e.g., account, contact)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated table metadata properties to return (OData $select, e.g., LogicalName,DisplayName,EntitySetName,PrimaryIdAttribute)"},"includeAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to also return the column (attribute) definitions for the table"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_get_record":{"id":"microsoft_dataverse_get_record","name":"Get Microsoft Dataverse Record","description":"Retrieve a single record from a Microsoft Dataverse table by its ID. 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Supports OData query options for filtering, selecting columns, ordering, and pagination.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of columns to return (OData $select)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., statecode eq 0)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression (e.g., name asc, createdon desc)"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (OData $top)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Navigation properties to expand (OData $expand)"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to include total record count in response (OData $count)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_search":{"id":"microsoft_dataverse_search","name":"Search Microsoft Dataverse","description":"Perform a full-text relevance search across Microsoft Dataverse tables. Requires Dataverse Search to be enabled on the environment. Supports simple and Lucene query syntax.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"searchTerm":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search text (1-100 chars). Supports simple syntax: + (AND), | (OR), - (NOT), * (wildcard), \\"exact phrase\\""},"entities":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of search entity configs. 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Each record must include its primary key. Only include columns that need to be changed. Recommended batch size: 100-1000 records.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table logical name for @odata.type annotation (e.g., account, contact). Used to set Microsoft.Dynamics.CRM.{entityLogicalName} on each record."},"records":{"type":"object","required":true,"visibility":"user-or-llm","description":"Array of record objects to update. 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Only send the columns you want to change.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier (GUID) of the record to update"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Record data to update as a JSON object with column names as keys"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_upload_file":{"id":"microsoft_dataverse_upload_file","name":"Upload File to Microsoft Dataverse","description":"Upload a file to a file or image column on a Dataverse record. Supports single-request upload for files up to 128 MB. 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Required for SharePoint files. If omitted, uses personal OneDrive."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The range of cells to write to (e.g., \\"Sheet1!A1:B2\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g., [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects"},"valueInputOption":{"type":"string","required":false,"visibility":"user-only","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_excel_write_v2":{"id":"microsoft_excel_write_v2","name":"Write to Microsoft Excel V2","description":"Write data to a specific sheet in a Microsoft Excel spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook to write to (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to write to (e.g., \\"Sheet1\\", \\"Sales Data\\")"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to write to (e.g., \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_planner_create_bucket":{"id":"microsoft_planner_create_bucket","name":"Create Microsoft Planner Bucket","description":"Create a new bucket in a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan where the bucket will be created (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"name":{"type":"string","required":true,"visibility":"user-only","description":"The name of the bucket"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_create_plan":{"id":"microsoft_planner_create_plan","name":"Create Microsoft Planner Plan","description":"Create a new Microsoft Planner plan owned by a Microsoft 365 group","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Microsoft 365 group that will own the plan (e.g., \\"ebf3b108-5234-4e22-b93d-656d7dae5874\\"). The current user must be a member of this group."},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the plan"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_create_task":{"id":"microsoft_planner_create_task","name":"Create Microsoft Planner Task","description":"Create a new task in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan where the task will be created (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the task (e.g., \\"Review quarterly report\\")"},"dueDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"The due date and time for the task in ISO 8601 format (e.g., \\"2025-03-15T17:00:00Z\\")"},"startDateTime":{"type":"string","required":false,"visibility":"user-only","description":"The start date and time for the task in ISO 8601 format (e.g., \\"2025-03-10T09:00:00Z\\")"},"priority":{"type":"number","required":false,"visibility":"user-only","description":"The priority of the task (0-10, where 0 is urgent and 10 is low)"},"percentComplete":{"type":"number","required":false,"visibility":"user-only","description":"The percentage of task completion (0-100)"},"assigneeUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID to assign the task to (e.g., \\"e82f74c3-4d8a-4b5c-9f1e-2a6b8c9d0e3f\\")"},"bucketId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bucket ID to place the task in (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"appliedCategories":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated category labels to apply to the task, e.g. \\"category1,category3\\" (up to category1-category25, plan-defined color labels)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_delete_bucket":{"id":"microsoft_planner_delete_bucket","name":"Delete Microsoft Planner Bucket","description":"Delete a bucket from Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to delete (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the bucket to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_delete_plan":{"id":"microsoft_planner_delete_plan","name":"Delete Microsoft Planner Plan","description":"Delete a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to delete (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_delete_task":{"id":"microsoft_planner_delete_task","name":"Delete Microsoft Planner Task","description":"Delete a task from Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task to delete (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_get_plan_details":{"id":"microsoft_planner_get_plan_details","name":"Get Microsoft Planner Plan Details","description":"Get detailed information about a plan including category descriptions and sharing","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_get_task_details":{"id":"microsoft_planner_get_task_details","name":"Get Microsoft Planner Task Details","description":"Get detailed information about a task including checklist and references","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_list_buckets":{"id":"microsoft_planner_list_buckets","name":"List Microsoft Planner Buckets","description":"List all buckets in a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_list_plans":{"id":"microsoft_planner_list_plans","name":"List Microsoft Planner Plans","description":"List all plans shared with the current user","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_read_bucket":{"id":"microsoft_planner_read_bucket","name":"Read Microsoft Planner Bucket","description":"Get details of a specific bucket","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to retrieve (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_read_plan":{"id":"microsoft_planner_read_plan","name":"Read Microsoft Planner Plan","description":"Get details of a specific Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to retrieve (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_read_task":{"id":"microsoft_planner_read_task","name":"Read Microsoft Planner Tasks","description":"Read tasks from Microsoft Planner - get all user tasks or all tasks from a specific plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the plan to get tasks from, if not provided gets all user tasks (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the task to get (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_bucket":{"id":"microsoft_planner_update_bucket","name":"Update Microsoft Planner Bucket","description":"Update a bucket in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to update (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"name":{"type":"string","required":false,"visibility":"user-only","description":"The new name of the bucket"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the bucket to update (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_plan":{"id":"microsoft_planner_update_plan","name":"Update Microsoft Planner Plan","description":"Rename a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to update (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan to update (If-Match header)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new title of the plan"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_plan_details":{"id":"microsoft_planner_update_plan_details","name":"Update Microsoft Planner Plan Details","description":"Update a plan\'s category (color label) descriptions and shared-with user list in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan details to update (If-Match header)"},"categoryDescriptions":{"type":"object","required":false,"visibility":"user-only","description":"Category label names as a JSON object, e.g. {\\"category1\\": \\"Blocked\\", \\"category2\\": \\"At Risk\\"}. Set a value to null to clear a label."},"sharedWith":{"type":"object","required":false,"visibility":"user-only","description":"User IDs to share the plan with as a JSON object, e.g. {\\"<user-id>\\": true}. Set a value to false to unshare."}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_task":{"id":"microsoft_planner_update_task","name":"Update Microsoft Planner Task","description":"Update a task in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task to update (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to update (If-Match header)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new title of the task (e.g., \\"Review quarterly report\\")"},"bucketId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bucket ID to move the task to (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"dueDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"The due date and time for the task in ISO 8601 format (e.g., \\"2025-03-15T17:00:00Z\\")"},"startDateTime":{"type":"string","required":false,"visibility":"user-only","description":"The start date and time for the task (ISO 8601 format)"},"percentComplete":{"type":"number","required":false,"visibility":"user-only","description":"The percentage of task completion (0-100)"},"priority":{"type":"number","required":false,"visibility":"user-only","description":"The priority of the task (0-10)"},"assigneeUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID to assign the task to (e.g., \\"e82f74c3-4d8a-4b5c-9f1e-2a6b8c9d0e3f\\")"},"appliedCategories":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated category labels to apply to the task, e.g. \\"category1,category3\\" (up to category1-category25, plan-defined color labels)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_task_details":{"id":"microsoft_planner_update_task_details","name":"Update Microsoft Planner Task Details","description":"Update task details including description, checklist items, and references in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task details to update (If-Match header)"},"description":{"type":"string","required":false,"visibility":"user-only","description":"The description of the task"},"checklist":{"type":"object","required":false,"visibility":"user-only","description":"Checklist items as a JSON object"},"references":{"type":"object","required":false,"visibility":"user-only","description":"References as a JSON object"},"previewType":{"type":"string","required":false,"visibility":"user-only","description":"Preview type: automatic, noPreview, checklist, description, or reference"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_teams_delete_channel_message":{"id":"microsoft_teams_delete_channel_message","name":"Delete Microsoft Teams Channel Message","description":"Soft delete a message in a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings or channel info)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel containing the message (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_delete_chat_message":{"id":"microsoft_teams_delete_chat_message","name":"Delete Microsoft Teams Chat Message","description":"Soft delete a message in a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat containing the message (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_get_message":{"id":"microsoft_teams_get_message","name":"Get Microsoft Teams Message","description":"Get a specific message from a Microsoft Teams chat or channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID)"},"channelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the channel for channel messages (e.g., \\"19:abc123def456@thread.tacv2\\")"},"chatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the chat for chat messages (e.g., \\"19:abc123def456@thread.v2\\")"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to retrieve (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_channel_members":{"id":"microsoft_teams_list_channel_members","name":"List Microsoft Teams Channel Members","description":"List all members of a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_channels":{"id":"microsoft_teams_list_channels","name":"List Microsoft Teams Channels","description":"List all channels in a Microsoft Teams team","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_chat_members":{"id":"microsoft_teams_list_chat_members","name":"List Microsoft Teams Chat Members","description":"List all members of a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_chats":{"id":"microsoft_teams_list_chats","name":"List Microsoft Teams Chats","description":"List the Microsoft Teams chats the current user is part of","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_team_members":{"id":"microsoft_teams_list_team_members","name":"List Microsoft Teams Team Members","description":"List all members of a Microsoft Teams team","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_list_teams":{"id":"microsoft_teams_list_teams","name":"List Microsoft Teams","description":"List the Microsoft Teams the current user is a direct member of","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_read_channel":{"id":"microsoft_teams_read_channel","name":"Read Microsoft Teams Channel","description":"Read content from a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team to read from (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel to read from (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-only","description":"Download and include message attachments (hosted contents) into storage"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_read_chat":{"id":"microsoft_teams_read_chat","name":"Read Microsoft Teams Chat","description":"Read content from a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat to read from (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-only","description":"Download and include message attachments (hosted contents) into storage"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_reply_to_message":{"id":"microsoft_teams_reply_to_message","name":"Reply to Microsoft Teams Channel Message","description":"Reply to an existing message in a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings or channel info)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to reply to (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The reply content (plain text or HTML formatted message)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_set_reaction":{"id":"microsoft_teams_set_reaction","name":"Add Reaction to Microsoft Teams Message","description":"Add an emoji reaction to a message in Microsoft Teams","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID)"},"channelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the channel for channel messages (e.g., \\"19:abc123def456@thread.tacv2\\")"},"chatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the chat for chat messages (e.g., \\"19:abc123def456@thread.v2\\")"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to react to (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"reactionType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The emoji reaction (e.g., ❤️, 👍, 😊)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_unset_reaction":{"id":"microsoft_teams_unset_reaction","name":"Remove Reaction from Microsoft Teams Message","description":"Remove an emoji reaction from a message in Microsoft Teams","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - 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If omitted, the drive root is used."},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive to list from. Required for SharePoint. If omitted, uses the personal OneDrive."},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to request from Microsoft Graph (1-200, default 50)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s nextPageToken, used to fetch the next page"}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"microsoft_word_read":{"id":"microsoft_word_read","name":"Read Microsoft Word Document","description":"Read the text content of a Microsoft Word (.docx) document stored in OneDrive or SharePoint.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Graph API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The drive item ID of the Word document to read"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the document. Required for SharePoint. If omitted, uses the personal OneDrive."}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"microsoft_word_replace_text":{"id":"microsoft_word_replace_text","name":"Replace Text in Microsoft Word Document","description":"Find and replace text throughout a Microsoft Word (.docx) document, including its headers and footers. Use this to fill placeholders in a template document. Fails rather than overwriting if someone else changed the document while the edit was in flight.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Graph API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The drive item ID of the Word document to edit"},"findText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The literal text to find (e.g., \\"{{customer_name}}\\"). Matched as plain text, not a pattern, and never across a paragraph break."},"replaceText":{"type":"string","required":false,"visibility":"user-or-llm","description":"The text to substitute for each match. Omit to delete the matched text."},"matchCase":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether matching is case-sensitive. Defaults to false."},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the document. Required for SharePoint. If omitted, uses the personal OneDrive."}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"microsoft_word_update":{"id":"microsoft_word_update","name":"Update Microsoft Word Document","description":"Replace the entire contents of an existing Microsoft Word (.docx) document with new text. The previous content and its formatting are discarded — use Append to add to a document instead.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Graph API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The drive item ID of the Word document to replace"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new text content of the document. Markdown headings (# ## ###), bullets (- item), and inline **bold** / *italic* are converted to Word formatting; every other line becomes a paragraph."},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the document. Required for SharePoint. If omitted, uses the personal OneDrive."}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"millionverifier_get_credits":{"id":"millionverifier_get_credits","name":"MillionVerifier Get Credits","description":"Retrieve the remaining verification credits for the authenticated account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"MillionVerifier API Key"}},"hostedApiKey":"none"},"millionverifier_verify_email":{"id":"millionverifier_verify_email","name":"MillionVerifier Verify Email","description":"Verify the deliverability of an email address. 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Overrides Message when provided."},"fp":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fingerprint identifier for tracking conversation sessions (default \\"anonymous\\")"},"threadId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread ID from a previous response, to continue the same conversation"},"retrievalPageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of documentation search results used to generate the response"},"currentPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"Path of the page the user is currently viewing, for more relevant answers (max 200 characters)"},"version":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter retrieval by documentation version"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter retrieval by content language"},"groups":{"type":"json","required":false,"visibility":"user-or-llm","description":"Group identifiers to filter retrieval by, as a JSON array of strings"},"assistantContext":{"type":"json","required":false,"visibility":"user-or-llm","description":"Contextual snippets for the assistant, as a JSON array of objects with type (\\"code\\" or \\"textSelection\\"), value, and optional path and elementId"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mintlify assistant API key (starts with mint_dsc_)"}},"hostedApiKey":"none"},"mintlify_detect_ai_prose":{"id":"mintlify_detect_ai_prose","name":"Mintlify Detect AI-Sounding Prose","description":"Analyze a documentation page for AI-generated prose and return flagged passages with suggested human rewrites. 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GPT Image models: auto, 1024x1024, 1536x1024, or 1024x1536. gpt-image-2 also supports 2560x1440 and 3840x2160."},"quality":{"type":"string","required":false,"visibility":"user-or-llm","description":"Quality. dall-e-3: standard|hd. GPT Image models: auto|low|medium|high"},"style":{"type":"string","required":false,"visibility":"user-or-llm","description":"The style of the image (vivid or natural), only for dall-e-3"},"background":{"type":"string","required":false,"visibility":"user-or-llm","description":"Background for GPT Image models: auto|transparent|opaque"},"outputFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output image format (png, jpeg, webp), only for GPT Image models"},"moderation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Moderation level (auto or low), only for GPT Image models"},"n":{"type":"number","required":false,"visibility":"hidden","description":"Reserved for legacy callers. 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The join URL depends on the meeting providers the mailbox allows (Teams on work/school accounts); personal accounts have no supported provider, so onlineMeeting.joinUrl stays null there."}},"oauth":{"required":true,"provider":"outlook"},"hostedApiKey":"none"},"outlook_calendar_delete_event":{"id":"outlook_calendar_delete_event","name":"Outlook Delete Calendar Event","description":"Delete an Outlook calendar event by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to delete"}},"oauth":{"required":true,"provider":"outlook"},"hostedApiKey":"none"},"outlook_calendar_get_event":{"id":"outlook_calendar_get_event","name":"Outlook Get Calendar Event","description":"Get a single Outlook calendar event by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to retrieve"}},"oauth":{"required":true,"provider":"outlook"},"hostedApiKey":"none"},"outlook_calendar_list_events":{"id":"outlook_calendar_list_events","name":"Outlook List Calendar Events","description":"List Outlook calendar events within a start/end time window","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"calendarId":{"type":"string","required":false,"visibility":"user-only","description":"ID of the calendar to read. 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A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_company_similar_companies":{"id":"pitchbook_company_similar_companies","name":"PitchBook Similar Companies","description":"Retrieve companies PitchBook scores as similar to a given company, flagging which are direct competitors","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_social_analytics":{"id":"pitchbook_company_social_analytics","name":"PitchBook Company Social Analytics","description":"Retrieve web and social growth and size metrics for a company, with percentile ranks","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"compare":{"type":"string","required":false,"visibility":"user-or-llm","description":"Benchmark the signals against a peer set: SIMILAR_COMPANIES, INDUSTRY, VERTICALS, or ALL_COMPANIES"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_updates":{"id":"pitchbook_company_updates","name":"PitchBook Company Updates","description":"Check which company datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_vc_exit_predictions":{"id":"pitchbook_company_vc_exit_predictions","name":"PitchBook VC Exit Predictions","description":"Retrieve PitchBook machine-learning exit predictions for a VC-backed company. Requires at least two funding rounds in the past six years.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_contracts_history":{"id":"pitchbook_contracts_history","name":"PitchBook Contracts History","description":"Retrieve the API contracts on the account with their pricing model, term, and credit balances","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"activeContract":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set true for only active contracts, false for only past ones. Omit to return every contract."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_cost_of_calls":{"id":"pitchbook_cost_of_calls","name":"PitchBook Cost of Calls","description":"Retrieve the credit cost of every API endpoint under a given pricing model, for first-time and refresh calls","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pricingModel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pricing model to price against: SUBSCRIPTION or PAY_PER_CALL"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_history":{"id":"pitchbook_credit_history","name":"PitchBook Credit History","description":"Retrieve API credit usage and remaining balance per contract, for up to the last 90 days","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news":{"id":"pitchbook_credit_news","name":"PitchBook Credit News Article","description":"Retrieve one credit analysis article in full, including its body text, authors, topics, and the issuer, lender, and sponsor it covers","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Credit news article ID, e.g. 1312103. Article IDs come from a credit news search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news_bulk":{"id":"pitchbook_credit_news_bulk","name":"PitchBook Credit News Bulk","description":"Retrieve many credit analysis articles in full in a single call, reporting which IDs were found, missing, or duplicated","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"articleIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Credit news article IDs to fetch, e.g. [11041384, 2142401]","items":{"type":"number","description":"Credit news article ID"}},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news_most_recent":{"id":"pitchbook_credit_news_most_recent","name":"PitchBook Most Recent Credit News","description":"Retrieve the most recently published credit analysis articles and their descriptions, without article bodies","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1. Increment it to reach older articles."},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page, between 1 and 250. Defaults to 25."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news_search":{"id":"pitchbook_credit_news_search","name":"PitchBook Credit News Search","description":"Search PitchBook credit analysis news by author, region, asset class, topic, issuer, lender, sponsor, and date","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"authors":{"type":"string","required":false,"visibility":"user-or-llm","description":"Article author name. Separate multiple values with a comma."},"regions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Region the article covers: United States or Europe."},"assetClasses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Asset class the article covers. Separate multiple values with a comma."},"topics":{"type":"string","required":false,"visibility":"user-or-llm","description":"Topic the article covers. Separate multiple values with a comma."},"issuer":{"type":"string","required":false,"visibility":"user-or-llm","description":"Issuer name. Separate multiple values with a comma."},"lender":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lender name. Separate multiple values with a comma."},"sponsor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sponsor name. Separate multiple values with a comma."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Publication date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page, between 1 and 250. Defaults to 25."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_bio":{"id":"pitchbook_deal_bio","name":"PitchBook Deal Bio","description":"Retrieve the summary of a deal: company, date, size, status, type, and which detail datasets are available for it","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_cap_table_history":{"id":"pitchbook_deal_cap_table_history","name":"PitchBook Deal Cap Table History","description":"Retrieve the cap table as of a deal, one row per stock series with its terms and ownership","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_debt_lenders":{"id":"pitchbook_deal_debt_lenders","name":"PitchBook Deal Debt and Lenders","description":"Retrieve the debt raised in a deal and the lenders behind it, with rate, maturity, seniority, and covenant terms","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_detailed":{"id":"pitchbook_deal_detailed","name":"PitchBook Deal Detailed","description":"Retrieve the full detail of a deal: synopsis, percent acquired, round, invested capital, ownership, debt, and stock split","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_investors":{"id":"pitchbook_deal_investors","name":"PitchBook Deal Investors","description":"Retrieve the investors, sellers, and exiting investors on a deal, including who led it","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_multiples":{"id":"pitchbook_deal_multiples","name":"PitchBook Deal Multiples","description":"Retrieve the valuation multiples for a deal against revenue, EBITDA, EBIT, cash flow, and net income","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_search":{"id":"pitchbook_deal_search","name":"PitchBook Deal Search","description":"Search PitchBook for deals by company, investor, deal type, size, date, and valuation","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"companyNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated company names, PitchBook IDs, websites, or tickers"},"investorNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated investor names, PitchBook IDs, websites, or tickers"},"keywords":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keywords associated with the companies involved"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country of the companies involved (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook industry code of the companies involved"},"verticals":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook vertical code of the companies involved"},"dealType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook deal type code (e.g. evc for early-stage VC)"},"dealStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal status code, distinguishing completed, failed, and upcoming deals"},"dealSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal size in millions. Use >100, <100, or 10^100 for a range"},"dealDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"postValuation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Post-money valuation in millions. Use >100, <100, or 10^100 for a range"},"revenue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Revenue of the companies involved in millions. Use >100, <100, or 10^100 for a range"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_deal_service_providers":{"id":"pitchbook_deal_service_providers","name":"PitchBook Deal Service Providers","description":"Retrieve the service providers that worked on a deal and which party each represented","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_stock_info":{"id":"pitchbook_deal_stock_info","name":"PitchBook Deal Stock Info","description":"Retrieve the share terms of a deal: price per share, shares acquired, and the preference, dividend, and voting rights attached","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_tranche_info":{"id":"pitchbook_deal_tranche_info","name":"PitchBook Deal Tranche Info","description":"Retrieve the tranches a deal was funded in, with each tranche date, size, and investors","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_updates":{"id":"pitchbook_deal_updates","name":"PitchBook Deal Updates","description":"Check which deal datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_valuation":{"id":"pitchbook_deal_valuation","name":"PitchBook Deal Valuation","description":"Retrieve the pre-money and post-money valuation recorded for a deal","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_affiliates":{"id":"pitchbook_entity_affiliates","name":"PitchBook Entity Affiliates","description":"Retrieve the affiliated entities linked to an entity and how each is related","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_locations":{"id":"pitchbook_entity_locations","name":"PitchBook Entity Locations","description":"Retrieve the headquarters and every alternate office on record for an entity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_news":{"id":"pitchbook_entity_news","name":"PitchBook Entity News","description":"Retrieve recent news articles PitchBook has associated with an entity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Publication window, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many days back to pull news for (e.g. 20)"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_people":{"id":"pitchbook_entity_people","name":"PitchBook Entity People","description":"Retrieve the people at an entity: primary contact, current and former team, and current and former board members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_updates":{"id":"pitchbook_entity_updates","name":"PitchBook Entity Updates","description":"Check which entity datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_active_investments":{"id":"pitchbook_fund_active_investments","name":"PitchBook Fund Active Investments","description":"Retrieve only the portfolio positions a fund still holds","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_benchmark":{"id":"pitchbook_fund_benchmark","name":"PitchBook Fund Benchmark","description":"Retrieve the peer benchmark for a fund: benchmark IRR, DPI, TVPI, RVPI, and the funds it is drawn from","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_bio":{"id":"pitchbook_fund_bio","name":"PitchBook Fund Bio","description":"Retrieve the profile of a fund: managers, vintage, status, type, size, target, location, and team","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F and come from a fund search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_cash_flows":{"id":"pitchbook_fund_cash_flows","name":"PitchBook Fund Cash Flows","description":"Retrieve contributed, distributed, and remaining value for a fund as of a specific quarter","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"period":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reporting quarter to fetch, formatted as quarter then year, e.g. 4Q2018"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_commitments":{"id":"pitchbook_fund_commitments","name":"PitchBook Fund Commitments","description":"Retrieve the limited partners committed to a fund, with commitment date, size, status, and type","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F and come from a fund search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_investment_preferences":{"id":"pitchbook_fund_investment_preferences","name":"PitchBook Fund Investment Preferences","description":"Retrieve what a fund targets: check size, valuation, geography, industry, vertical, and deal type preferences","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_investments":{"id":"pitchbook_fund_investments","name":"PitchBook Fund Investments","description":"Retrieve every investment a fund has made, active and exited, with the deals that opened and closed each position","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_performance":{"id":"pitchbook_fund_performance","name":"PitchBook Fund Performance","description":"Retrieve the most recent reported returns for a fund: IRR, DPI, RVPI, TVPI, NAV, and benchmark quartile","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F and come from a fund search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_search":{"id":"pitchbook_fund_search","name":"PitchBook Fund Search","description":"Search PitchBook for funds by manager, type, size, vintage, and performance","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"fundNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fund names or PitchBook fund IDs"},"investorNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated names or PitchBook IDs of the fund managers"},"fundType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook fund type code"},"fundSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fund size in millions. Use >500, <500, or 1^5000 for a range"},"dryPowder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dry powder in millions. Use >500, <500, or 1^500 for a range"},"vintage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Vintage year. Use >2015, <2015, or 2015^2020 for a range"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the fund is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the fund is located in (e.g. USA)"},"irr":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal rate of return as a percentage. Use >20, <20, or 10^20 for a range"},"tvpi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Total value to paid-in multiple. Use >2, <2, or 1^2 for a range"},"dpi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Distributions to paid-in multiple. Use >1, <1, or 1^2 for a range"},"industryPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred industry codes the fund targets"},"geographicalPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred geography codes the fund targets"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_fund_team":{"id":"pitchbook_fund_team","name":"PitchBook Fund Team","description":"Retrieve the active and former people on a fund team","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_updates":{"id":"pitchbook_fund_updates","name":"PitchBook Fund Updates","description":"Check which fund datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_active_investments":{"id":"pitchbook_investor_active_investments","name":"PitchBook Investor Active Investments","description":"Retrieve only the positions an investor still holds","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_bio":{"id":"pitchbook_investor_bio","name":"PitchBook Investor Bio","description":"Retrieve the core profile of an investor: names, description, HQ, type, AUM, dry powder, and headcount","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_board_seats":{"id":"pitchbook_investor_board_seats","name":"PitchBook Investor Board Seats","description":"Retrieve the board seats an investor holds and previously held across its portfolio","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_deal_service_providers":{"id":"pitchbook_investor_deal_service_providers","name":"PitchBook Investor Deal Service Providers","description":"Retrieve the service providers that worked on an investor deals, and what each was hired for","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_funds":{"id":"pitchbook_investor_funds","name":"PitchBook Investor Funds","description":"Retrieve the funds an investor manages, with open and closed counts and the min, median, and max fund size","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_general_service_providers":{"id":"pitchbook_investor_general_service_providers","name":"PitchBook Investor General Service Providers","description":"Retrieve the current and former general service providers engaged by an investor","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_investments":{"id":"pitchbook_investor_investments","name":"PitchBook Investor Investments","description":"Retrieve every investment an investor has made, active and exited, with the deals that opened and closed each position","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_last_closed_fund":{"id":"pitchbook_investor_last_closed_fund","name":"PitchBook Investor Last Closed Fund","description":"Retrieve the most recently closed fund raised by an investor, with its size, type, and vintage","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_preferences":{"id":"pitchbook_investor_preferences","name":"PitchBook Investor Preferences","description":"Retrieve what an investor targets: check size, deal size, valuation, revenue, geography, industry, and deal type preferences","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_search":{"id":"pitchbook_investor_search","name":"PitchBook Investor Search","description":"Search PitchBook for investors by type, location, assets under management, fund profile, and deal activity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"investorNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated investor names, PitchBook IDs, websites, or tickers"},"investorType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook investor type code (e.g. LP_BI, LP_E)"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the investor is located in"},"stateProvince":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province the investor is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the investor is located in (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"aum":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assets under management in millions. Use >1000, <1000, or 100^1000 for a range"},"dryPowder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dry powder in millions. Use >500, <500, or 1^500 for a range"},"fundType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook fund type code of the investor funds"},"fundSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fund size in millions. Use >500, <500, or 1^500 for a range"},"dealType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook deal type code the investor has participated in"},"dealDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"dealSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal size in millions. Use >100, <100, or 10^100 for a range"},"preferredDealTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred deal type codes the investor targets"},"industryPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred industry codes the investor targets"},"geographicalPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred geography codes the investor targets"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_investor_updates":{"id":"pitchbook_investor_updates","name":"PitchBook Investor Updates","description":"Check which investor datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_actual_allocations":{"id":"pitchbook_limited_partner_actual_allocations","name":"PitchBook Limited Partner Actual Allocations","description":"Retrieve a limited partner reported asset allocation across cash, equities, fixed income, private equity, real estate, and alternatives","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_bio":{"id":"pitchbook_limited_partner_bio","name":"PitchBook Limited Partner Bio","description":"Retrieve the profile of a limited partner: names, description, type, assets under management, and staff","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50. Use a limited partner search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_commitment_aggregates":{"id":"pitchbook_limited_partner_commitment_aggregates","name":"PitchBook Limited Partner Commitment Aggregates","description":"Retrieve a limited partner commitments rolled up by fund type, both active and all-time","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_commitment_preferences":{"id":"pitchbook_limited_partner_commitment_preferences","name":"PitchBook Limited Partner Commitment Preferences","description":"Retrieve what a limited partner commits to: preferred commitment size, fund types, and geographies","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_commitments_detailed":{"id":"pitchbook_limited_partner_commitments_detailed","name":"PitchBook Limited Partner Commitments","description":"Retrieve every fund commitment a limited partner has made, with date, size, status, and the managers behind each fund","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_search":{"id":"pitchbook_limited_partner_search","name":"PitchBook Limited Partner Search","description":"Search PitchBook for limited partners by type, location, assets under management, and commitment activity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"limitedPartnerNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated limited partner names or PitchBook IDs"},"limitedPartnerType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook limited partner type code"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the limited partner is located in"},"stateProvince":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province the limited partner is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the limited partner is located in (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"aum":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assets under management in millions. Use >1000, <1000, or 100^1000 for a range"},"numberOfCommitments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of fund commitments. Use >1000, <1000, or 10^100 for a range"},"commitmentSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commitment size in millions. Use >100, <100, or 10^100 for a range"},"commitmentDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commitment date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"fundType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook fund type code the limited partner commits to"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_limited_partner_service_providers":{"id":"pitchbook_limited_partner_service_providers","name":"PitchBook Limited Partner Service Providers","description":"Retrieve the current and former service providers engaged by a limited partner","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_target_allocations":{"id":"pitchbook_limited_partner_target_allocations","name":"PitchBook Limited Partner Target Allocations","description":"Retrieve a limited partner target allocation ranges per asset class, in both value and percentage terms","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_updates":{"id":"pitchbook_limited_partner_updates","name":"PitchBook Limited Partner Updates","description":"Check which limited partner datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_lookup_table_structure":{"id":"pitchbook_lookup_table_structure","name":"PitchBook Lookup Table Structure","description":"List the lookup tables backing the search endpoints. Use this to find which table holds the codes a search filter expects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_lookup_tables":{"id":"pitchbook_lookup_tables","name":"PitchBook Lookup Tables","description":"Retrieve the codes in one or more lookup tables. These are the codes the search filters expect, such as INDUSTRY or VERTICAL.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"tableNames":{"type":"string","required":true,"visibility":"user-or-llm","description":"Lookup tables to return, e.g. INDUSTRY or VERTICAL. Separate multiple names with a comma. Use the lookup table structure operation to see what is available."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_patent_detailed":{"id":"pitchbook_patent_detailed","name":"PitchBook Patent Detail","description":"Retrieve the full record for a single patent: title, status, dates, assignees, inventors, citations, and claim counts","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Patent ID, e.g. EP-3167426-B1. Patent IDs come from a patent search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_patent_search":{"id":"pitchbook_patent_search","name":"PitchBook Patent Search","description":"Search the patents held by a company by status, filing and publication date, authority, and CPC classification","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Patent status: Active, Pending, or Inactive. Separate multiple values with a comma."},"publicationDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Publication date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range."},"firstFilingDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"First filing date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range."},"filingAuthorityLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filing authority location, e.g. EP or US. Separate multiple values with a comma."},"cpcSectionCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"CPC section code. Separate multiple values with a comma."},"cpcClassCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"CPC class code. Separate multiple values with a comma."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_people_search":{"id":"pitchbook_people_search","name":"PitchBook People Search","description":"Search PitchBook for people by name, employer, position, education, and location","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"personNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated person names or PitchBook person IDs"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the person"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the person"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the person"},"firmNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated firm names, PitchBook IDs, websites, or tickers the person is associated with"},"firmType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook firm type code of the associated firm"},"positionLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated position level codes (e.g. CEO, CFO, CIO)"},"positionTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Position title to match (e.g. Chief Executive Officer)"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department code the person works in"},"university":{"type":"string","required":false,"visibility":"user-or-llm","description":"University the person attended"},"biography":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keywords appearing in the person biography"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the person is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the person is located in (e.g. USA)"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook industry code of the associated firm"},"verticals":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook vertical code of the associated firm"},"primaryPositionOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only match the person primary position rather than any position they hold"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_person_bio":{"id":"pitchbook_person_bio","name":"PitchBook Person Bio","description":"Retrieve the profile of a person: name, biography, LinkedIn, primary employer, position, and office","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook person ID, e.g. 53503-66P. Person IDs end in P and come from a people search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_person_contact":{"id":"pitchbook_person_contact","name":"PitchBook Person Contact","description":"Retrieve the direct contact details on file for a person","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook person ID, e.g. 53503-66P. Person IDs end in P and come from a people search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_person_education_work":{"id":"pitchbook_person_education_work","name":"PitchBook Person Education and Work","description":"Retrieve a person full history: education, company roles, board seats, deal roles, and fund roles","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook person ID, e.g. 53503-66P. Person IDs end in P and come from a people search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_sandbox_entities":{"id":"pitchbook_sandbox_entities","name":"PitchBook Sandbox Entities","description":"List the entities a sandbox API key is allowed to query, so test workflows have real IDs to run against","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity type to list: COMPANIES, INVESTORS, LIMITED_PARTNERS, SERVICE_PROVIDERS, PEOPLE, DEALS, or FUNDS. The matching array on the response is named after it, so COMPANIES returns a companies array."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_search":{"id":"pitchbook_search","name":"PitchBook Search","description":"Search across every PitchBook entity type at once by name, PitchBook ID, website, or ticker. Use this to resolve a company, investor, or fund to its PitchBook ID before calling a profile operation.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"What to look up: an entity name, a PitchBook ID, a website, a ticker, or an exchange-qualified ticker. Names and websites match partially once the term is long enough; IDs and tickers match exactly."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"}},"hostedApiKey":"none"},"pitchbook_service_provider_bio":{"id":"pitchbook_service_provider_bio","name":"PitchBook Service Provider Bio","description":"Retrieve the profile of a service provider: names, types, description, and how many companies, deals, investors, funds, and limited partners it has serviced","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75. Use a service provider search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_service_provider_search":{"id":"pitchbook_service_provider_search","name":"PitchBook Service Provider Search","description":"Search PitchBook for service providers by type, location, and the deals they have worked on","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"serviceProviderNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated service provider names or PitchBook IDs"},"serviceProviderType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook service provider type code"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the service provider is located in"},"stateProvince":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province the service provider is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the service provider is located in (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"numberOfDeals":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of deals worked on. Use >50, <50, or 10^50 for a range"},"dealType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook deal type code of the deals worked on"},"dealDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"dealSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal size in millions. Use >450, <450, or 10^450 for a range"},"serviceTypesOnDeal":{"type":"string","required":false,"visibility":"user-or-llm","description":"Service type codes provided on the deal"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_service_provider_updates":{"id":"pitchbook_service_provider_updates","name":"PitchBook Service Provider Updates","description":"Check which service provider datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_companies":{"id":"pitchbook_serviced_companies","name":"PitchBook Serviced Companies","description":"Retrieve the companies a service provider currently and formerly serves","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_deals":{"id":"pitchbook_serviced_deals","name":"PitchBook Serviced Deals","description":"Retrieve the deals a service provider worked on and what it was hired for on each","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_funds":{"id":"pitchbook_serviced_funds","name":"PitchBook Serviced Funds","description":"Retrieve the funds a service provider has worked with and the service provided to each","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_investors":{"id":"pitchbook_serviced_investors","name":"PitchBook Serviced Investors","description":"Retrieve the investors a service provider currently and formerly serves","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_limited_partners":{"id":"pitchbook_serviced_limited_partners","name":"PitchBook Serviced Limited Partners","description":"Retrieve the limited partners a service provider currently and formerly serves","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_shared_search":{"id":"pitchbook_shared_search","name":"PitchBook Shared Search","description":"Extract the names and PitchBook IDs behind an Advanced Search shared from the PitchBook platform, using the search ID and hash from the shared link","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity type the shared search returns: COMPANIES, DEALS, INVESTORS, SERVICE_PROVIDERS, LIMITED_PARTNERS, PEOPLE, ENTITY_MANAGEMENT, or FUNDS"},"searchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search ID from the shared link, the path segment after /search/ (e.g. 8e6bd17e-dea5-4eca-8143-dddb2ab623a0)"},"hash":{"type":"string","required":true,"visibility":"user-or-llm","description":"Hash query parameter from the shared link"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_usage_report":{"id":"pitchbook_usage_report","name":"PitchBook Usage Report","description":"Retrieve how many API calls were made and how many credits they charged, for up to the last 90 days","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"polymarket_get_activity":{"id":"polymarket_get_activity","name":"Get Activity from Polymarket","description":"Retrieve on-chain activity for a user including trades, splits, merges, redemptions, rewards, and conversions","version":"1.0.0","params":{"user":{"type":"string","required":true,"description":"User wallet address (0x-prefixed)","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Maximum results to return (e.g., \\"50\\"). Default: 100, max: 500.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"100\\"). Default: 0, max: 10000.","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Comma-separated condition IDs (e.g., \\"0x1234...abcd,0x5678...efgh\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Comma-separated event IDs (e.g., \\"12345,67890\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"type":{"type":"string","required":false,"description":"Activity type filter: TRADE, SPLIT, MERGE, REDEEM, REWARD, CONVERSION, MAKER_REBATE, REFERRAL_REWARD","visibility":"user-or-llm"},"start":{"type":"number","required":false,"description":"Start timestamp (Unix seconds)","visibility":"user-or-llm"},"end":{"type":"number","required":false,"description":"End timestamp (Unix seconds)","visibility":"user-or-llm"},"sortBy":{"type":"string","required":false,"description":"Sort field: TIMESTAMP, TOKENS, or CASH (default: TIMESTAMP)","visibility":"user-or-llm"},"sortDirection":{"type":"string","required":false,"description":"Sort direction: ASC or DESC (default: DESC)","visibility":"user-or-llm"},"side":{"type":"string","required":false,"description":"Trade side filter: BUY or SELL (only applies to trades)","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_event":{"id":"polymarket_get_event","name":"Get Event from Polymarket","description":"Retrieve details of a specific event by ID or slug","version":"1.0.0","params":{"eventId":{"type":"string","required":false,"description":"The numeric event ID (e.g., \\"12345\\"). Required if slug is not provided.","visibility":"user-or-llm"},"slug":{"type":"string","required":false,"description":"The event slug (e.g., \\"2024-presidential-election\\"). URL-friendly identifier. Required if eventId is not provided.","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_events":{"id":"polymarket_get_events","name":"Get Events from Polymarket","description":"Retrieve a list of events from Polymarket with optional filtering","version":"1.0.0","params":{"closed":{"type":"string","required":false,"description":"Filter by closed status (true/false). Use false for open events only.","visibility":"user-or-llm"},"order":{"type":"string","required":false,"description":"Sort field (e.g., volume, liquidity, startDate, endDate, createdAt)","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"tagId":{"type":"string","required":false,"description":"Filter by tag ID","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). 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Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the cohort (optional - PostHog will use \\"Untitled cohort\\" if not provided)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the cohort"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of filter configuration for the cohort"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of query configuration for the cohort"},"is_static":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the cohort is static (default: false)","default":false},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of groups that define the cohort"}},"hostedApiKey":"none"},"posthog_create_dashboard":{"id":"posthog_create_dashboard","name":"PostHog Create Dashboard","description":"Create a new dashboard in PostHog. Optionally seed it from a built-in template, then attach insights to it afterward.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new dashboard"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the dashboard"},"pinned":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to pin the dashboard to the sidebar"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the dashboard"},"useTemplate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of a built-in PostHog dashboard template to seed this dashboard from (e.g., \\"Product analytics\\")"}},"hostedApiKey":"none"},"posthog_create_experiment":{"id":"posthog_create_experiment","name":"PostHog Create Experiment","description":"Create a new experiment in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Experiment name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment description"},"featureFlagKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Feature flag key to use for the experiment"},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment parameters as JSON string"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment filters as JSON string"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment start date (ISO format)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment end date (ISO format)"}},"hostedApiKey":"none"},"posthog_create_feature_flag":{"id":"posthog_create_feature_flag","name":"PostHog Create Feature Flag","description":"Create a new feature flag in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag name (optional - can be empty)"},"key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Feature flag key (unique identifier)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag filters as JSON string"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the flag is active (default: true)","default":true},"ensureExperienceContinuity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to ensure experience continuity (default: false)","default":false},"rolloutPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rollout percentage (0-100)"}},"hostedApiKey":"none"},"posthog_create_insight":{"id":"posthog_create_insight","name":"PostHog Create Insight","description":"Create a new insight in PostHog. Requires insight name and a query configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the insight (optional - PostHog will generate a derived name if not provided)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the insight"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of query configuration for the insight"},"dashboards":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of dashboard IDs to add this insight to"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the insight"}},"hostedApiKey":"none"},"posthog_create_survey":{"id":"posthog_create_survey","name":"PostHog Create Survey","description":"Create a new survey in PostHog. Supports question types: Basic (open), Link, Rating, and Multiple Choice.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey description"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey type: popover (in-app) or api (custom implementation) (default: popover)","default":"popover"},"questions":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON string of survey questions array. Each question must have type (open/link/rating/multiple_choice) and question text. Rating questions can have scale (1-10), lowerBoundLabel, upperBoundLabel. Multiple choice questions need choices array. Link questions can have buttonText."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey start date in ISO 8601 format"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey end date in ISO 8601 format"},"appearance":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of appearance configuration (colors, position, etc.)"},"conditions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of display conditions (URL matching, etc.)"},"targetingFlagFilters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of feature flag filters for targeting"},"linkedFlagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag ID to link to this survey"},"responsesLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of responses to collect"}},"hostedApiKey":"none"},"posthog_delete_feature_flag":{"id":"posthog_delete_feature_flag","name":"PostHog Delete Feature Flag","description":"Delete a feature flag from PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID to delete (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_delete_person":{"id":"posthog_delete_person","name":"PostHog Delete Person","description":"Delete a person from PostHog. This will remove all associated events and data. Use with caution.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}},"hostedApiKey":"none"},"posthog_delete_survey":{"id":"posthog_delete_survey","name":"PostHog Delete Survey","description":"Delete a survey from PostHog. Use this to remove expired or unused surveys.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_evaluate_flags":{"id":"posthog_evaluate_flags","name":"PostHog Evaluate Feature Flags","description":"Evaluate feature flags for a specific user or group. This is a public endpoint that uses the project API key.","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (not personal API key)"},"distinctId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The distinct ID of the user to evaluate flags for (e.g., \\"user123\\" or email)"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"Groups as JSON string (e.g., {\\"company\\": \\"company_id_in_your_db\\"})"},"personProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Person properties as JSON string"},"groupProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group properties as JSON string"}},"hostedApiKey":"none"},"posthog_get_cohort":{"id":"posthog_get_cohort","name":"PostHog Get Cohort","description":"Get a specific cohort by ID from PostHog. Returns detailed cohort definition, filters, and user count.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_dashboard":{"id":"posthog_get_dashboard","name":"PostHog Get Dashboard","description":"Get a specific dashboard by ID from PostHog. Returns detailed dashboard configuration, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"dashboardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dashboard ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_event_definition":{"id":"posthog_get_event_definition","name":"PostHog Get Event Definition","description":"Get details of a specific event definition in PostHog. Returns comprehensive information about the event including metadata, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_experiment":{"id":"posthog_get_experiment","name":"PostHog Get Experiment","description":"Get details of a specific experiment","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_feature_flag":{"id":"posthog_get_feature_flag","name":"PostHog Get Feature Flag","description":"Get details of a specific feature flag","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_insight":{"id":"posthog_get_insight","name":"PostHog Get Insight","description":"Get a specific insight by ID from PostHog. Returns detailed insight configuration and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to retrieve (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_organization":{"id":"posthog_get_organization","name":"PostHog Get Organization","description":"Get detailed information about a specific organization by ID. Returns comprehensive organization settings, features, usage, and team information.","version":"1.0.0","params":{"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization ID (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_person":{"id":"posthog_get_person","name":"PostHog Get Person","description":"Get detailed information about a specific person in PostHog by their ID or UUID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}},"hostedApiKey":"none"},"posthog_get_project":{"id":"posthog_get_project","name":"PostHog Get Project","description":"Get detailed information about a specific project by ID. Returns comprehensive project configuration, settings, and feature flags.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID (e.g., \\"12345\\" or project UUID)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_property_definition":{"id":"posthog_get_property_definition","name":"PostHog Get Property Definition","description":"Get details of a specific property definition in PostHog. Returns comprehensive information about the property including metadata, type, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_session_recording":{"id":"posthog_get_session_recording","name":"PostHog Get Session Recording","description":"Get details of a specific session recording in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Session recording ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_survey":{"id":"posthog_get_survey","name":"PostHog Get Survey","description":"Get details of a specific survey in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_list_actions":{"id":"posthog_list_actions","name":"PostHog List Actions","description":"List all actions in a PostHog project. Returns action definitions, steps, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter actions by name"}},"hostedApiKey":"none"},"posthog_list_annotations":{"id":"posthog_list_annotations","name":"PostHog List Annotations","description":"List all annotations in a PostHog project. Returns annotation content, timestamps, and associated insights.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_cohorts":{"id":"posthog_list_cohorts","name":"PostHog List Cohorts","description":"List all cohorts in a PostHog project. Returns cohort definitions, filters, and user counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_dashboards":{"id":"posthog_list_dashboards","name":"PostHog List Dashboards","description":"List all dashboards in a PostHog project. Returns dashboard configurations, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_event_definitions":{"id":"posthog_list_event_definitions","name":"PostHog List Event Definitions","description":"List all event definitions in a PostHog project. Event definitions represent tracked events with metadata like descriptions, tags, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter event definitions by name"}},"hostedApiKey":"none"},"posthog_list_experiments":{"id":"posthog_list_experiments","name":"PostHog List Experiments","description":"List all experiments in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_feature_flags":{"id":"posthog_list_feature_flags","name":"PostHog List Feature Flags","description":"List all feature flags in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_insights":{"id":"posthog_list_insights","name":"PostHog List Insights","description":"List all insights in a PostHog project. Returns insight configurations and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_organizations":{"id":"posthog_list_organizations","name":"PostHog List Organizations","description":"List all organizations the user has access to. Returns organization details including name, slug, membership level, and available product features.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_list_persons":{"id":"posthog_list_persons","name":"PostHog List Persons","description":"List persons (users) in PostHog. Returns user profiles with their properties and distinct IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to return (default: 100, max: 100)","default":100},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search persons by email, name, or distinct ID"},"distinctId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by specific distinct_id"}},"hostedApiKey":"none"},"posthog_list_projects":{"id":"posthog_list_projects","name":"PostHog List Projects","description":"List all projects in the organization. Returns project details including IDs, names, API tokens, and settings. Useful for getting project IDs needed by other endpoints.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_list_property_definitions":{"id":"posthog_list_property_definitions","name":"PostHog List Property Definitions","description":"List all property definitions in a PostHog project. Property definitions represent tracked properties with metadata like descriptions, tags, types, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter property definitions by name"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by property type: event, person, or group"}},"hostedApiKey":"none"},"posthog_list_recording_playlists":{"id":"posthog_list_recording_playlists","name":"PostHog List Recording Playlists","description":"List session recording playlists in a PostHog project. Playlists allow you to organize and curate session recordings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_session_recordings":{"id":"posthog_list_session_recordings","name":"PostHog List Session Recordings","description":"List session recordings in a PostHog project. Session recordings capture user interactions with your application.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 50, e.g., 10, 25, 50)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 50, 100)"}},"hostedApiKey":"none"},"posthog_list_surveys":{"id":"posthog_list_surveys","name":"PostHog List Surveys","description":"List all surveys in a PostHog project. Surveys allow you to collect feedback from users.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_query":{"id":"posthog_query","name":"PostHog Query","description":"Execute a HogQL query in PostHog. HogQL is PostHog\'s SQL-like query language for analytics. Use this for advanced data retrieval and analysis.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"HogQL query to execute. Example: {\\"kind\\": \\"HogQLQuery\\", \\"query\\": \\"SELECT event, count() FROM events WHERE timestamp > now() - INTERVAL 1 DAY GROUP BY event\\"}"},"values":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON string of parameter values for parameterized queries. Example: {\\"user_id\\": \\"123\\"}"}},"hostedApiKey":"none"},"posthog_update_cohort":{"id":"posthog_update_cohort","name":"PostHog Update Cohort","description":"Update an existing cohort in PostHog. Can modify name, description, filters, query, static membership, and deleted status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the cohort"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description of the cohort"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated filter configuration for the cohort"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the cohort"},"isStatic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the cohort is static"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated groups that define the cohort"},"deleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to archive (soft-delete) the cohort"}},"hostedApiKey":"none"},"posthog_update_event_definition":{"id":"posthog_update_event_definition","name":"PostHog Update Event Definition","description":"Update an event definition in PostHog. Can modify description, tags, and verification status to maintain clean event schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the event"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the event"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the event as verified"}},"hostedApiKey":"none"},"posthog_update_experiment":{"id":"posthog_update_experiment","name":"PostHog Update Experiment","description":"Update an existing experiment in PostHog. Use this to change dates, archive an experiment, or adjust its parameters and filters.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment description"},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment parameters as JSON string"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment filters as JSON string"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated start date (ISO 8601). Set this to launch a draft experiment."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated end date (ISO 8601). Set this to conclude a running experiment."},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to archive the experiment"}},"hostedApiKey":"none"},"posthog_update_feature_flag":{"id":"posthog_update_feature_flag","name":"PostHog Update Feature Flag","description":"Update an existing feature flag in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag name"},"key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag key (unique identifier)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag filters as JSON string"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the flag is active"},"ensureExperienceContinuity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to ensure experience continuity"},"rolloutPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rollout percentage (0-100)"}},"hostedApiKey":"none"},"posthog_update_insight":{"id":"posthog_update_insight","name":"PostHog Update Insight","description":"Update an existing insight in PostHog. Can modify name, description, query, dashboards, tags, and favorited status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to update (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the insight"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the insight"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the insight"},"dashboards":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of dashboard IDs to attach this insight to"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the insight"},"favorited":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the insight as favorited"}},"hostedApiKey":"none"},"posthog_update_property_definition":{"id":"posthog_update_property_definition","name":"PostHog Update Property Definition","description":"Update a property definition in PostHog. Can modify description, tags, property type, and verification status to maintain clean property schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the property"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the property"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the property as verified"},"property_type":{"type":"string","required":false,"visibility":"user-or-llm","description":"The data type of the property (e.g., String, Numeric, Boolean, DateTime, etc.)"}},"hostedApiKey":"none"},"posthog_update_survey":{"id":"posthog_update_survey","name":"PostHog Update Survey","description":"Update an existing survey in PostHog. Can modify questions, appearance, conditions, and other settings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to update (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). 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Required for the certificate-expiration check"},"unit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unit for the certificate-expiration window: days, weeks, months (default), or years"}},"hostedApiKey":"none"},"rabbitmq_list_bindings":{"id":"rabbitmq_list_bindings","name":"RabbitMQ List Bindings","description":"List the bindings that route messages into a RabbitMQ queue, including the implicit default-exchange binding.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"queue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue whose bindings should be listed"}},"hostedApiKey":"none"},"rabbitmq_list_channels":{"id":"rabbitmq_list_channels","name":"RabbitMQ List Channels","description":"List open channels with their prefetch limit and unacknowledged message count, which is where stalled consumers show up. Channels are cluster-wide, not scoped to one virtual host.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Channels per page, from 1 to 500. Defaults to 50"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter channels whose name contains this value"},"useRegex":{"type":"boolean","required":false,"visibility":"user-only","description":"Treat the name filter as a regular expression"}},"hostedApiKey":"none"},"rabbitmq_list_connections":{"id":"rabbitmq_list_connections","name":"RabbitMQ List Connections","description":"List client connections to the broker with their user, state, and channel count. Connections are cluster-wide, not scoped to one virtual host.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Connections per page, from 1 to 500. Defaults to 50"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter connections whose name contains this value"},"useRegex":{"type":"boolean","required":false,"visibility":"user-only","description":"Treat the name filter as a regular expression"}},"hostedApiKey":"none"},"rabbitmq_list_consumers":{"id":"rabbitmq_list_consumers","name":"RabbitMQ List Consumers","description":"List the consumers subscribed in a virtual host. An empty result for a queue with a backlog means nothing is processing it.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"}},"hostedApiKey":"none"},"rabbitmq_list_exchange_bindings":{"id":"rabbitmq_list_exchange_bindings","name":"RabbitMQ List Exchange Bindings","description":"List everything an exchange routes to, so you can see which routing keys reach which queues.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"exchange":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exchange whose outgoing bindings should be listed. Leave empty for the default exchange, which is a valid value, so this is not required"}},"hostedApiKey":"none"},"rabbitmq_list_exchanges":{"id":"rabbitmq_list_exchanges","name":"RabbitMQ List Exchanges","description":"List exchanges in a RabbitMQ virtual host with their type and declaration settings.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Exchanges per page, from 1 to 500. Defaults to 50"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter exchanges whose name contains this value"},"useRegex":{"type":"boolean","required":false,"visibility":"user-only","description":"Treat the name filter as a regular expression"}},"hostedApiKey":"none"},"rabbitmq_list_nodes":{"id":"rabbitmq_list_nodes","name":"RabbitMQ List Nodes","description":"List the cluster nodes with memory, disk, file-descriptor, and alarm state. A fired alarm blocks publishers broker-wide.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"}},"hostedApiKey":"none"},"rabbitmq_list_policies":{"id":"rabbitmq_list_policies","name":"RabbitMQ List Policies","description":"List the policies in a virtual host. Policies are how dead-lettering, TTLs, and length limits get applied to matching queues and exchanges.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"}},"hostedApiKey":"none"},"rabbitmq_list_queues":{"id":"rabbitmq_list_queues","name":"RabbitMQ List Queues","description":"List queues in a RabbitMQ virtual host with their depth, consumer count, and configuration.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Queues per page, from 1 to 500. Defaults to 50"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter queues whose name contains this value"},"useRegex":{"type":"boolean","required":false,"visibility":"user-only","description":"Treat the name filter as a regular expression"}},"hostedApiKey":"none"},"rabbitmq_list_vhosts":{"id":"rabbitmq_list_vhosts","name":"RabbitMQ List Virtual Hosts","description":"List the virtual hosts on the broker with their message totals, so you can discover which scopes exist.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"}},"hostedApiKey":"none"},"rabbitmq_publish_message":{"id":"rabbitmq_publish_message","name":"RabbitMQ Publish Message","description":"Publish a message to a RabbitMQ exchange with a routing key. Reports whether the message was routed to at least one queue.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"exchange":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exchange to publish to. Leave empty to publish to the default exchange, which routes by queue name. Empty is a valid value, so this is not required."},"routingKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Routing key. When publishing to the default exchange this is the target queue name."},"payload":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message body to publish"},"payloadEncoding":{"type":"string","required":false,"visibility":"user-only","description":"How the payload is encoded: string (default) or base64"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"AMQP basic properties as a JSON object, e.g. {\\"delivery_mode\\":2,\\"content_type\\":\\"application/json\\"}"},"headers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message headers as a JSON object, e.g. {\\"source\\":\\"sim\\"}"}},"hostedApiKey":"none"},"rabbitmq_purge_queue":{"id":"rabbitmq_purge_queue","name":"RabbitMQ Purge Queue","description":"Discard every ready message in a RabbitMQ queue while leaving the queue itself in place.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"queue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the queue to purge"}},"hostedApiKey":"none"},"railway_create_environment":{"id":"railway_create_environment","name":"Railway Create Environment","description":"Create a Railway project environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment name"},"sourceEnvironmentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Environment ID to clone from"},"ephemeral":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the environment is ephemeral"},"skipInitialDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to skip initial deploys for the environment"},"stageInitialChanges":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to stage initial changes instead of applying them immediately"}},"hostedApiKey":"none"},"railway_create_project":{"id":"railway_create_project","name":"Railway Create Project","description":"Create a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Project description"},"workspaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workspace ID to create the project in"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the project should be publicly visible"},"defaultEnvironmentName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the default environment"},"prDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable pull request deploys"}},"hostedApiKey":"none"},"railway_create_service":{"id":"railway_create_service","name":"Railway Create Service","description":"Create a Railway service from a GitHub repo or Docker image","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Service name"},"repo":{"type":"string","required":false,"visibility":"user-or-llm","description":"GitHub repository in owner/name format to deploy from"},"image":{"type":"string","required":false,"visibility":"user-or-llm","description":"Docker image to deploy, for example redis:7-alpine"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git branch to deploy when using a repository source"}},"hostedApiKey":"none"},"railway_delete_environment":{"id":"railway_delete_environment","name":"Railway Delete Environment","description":"Delete a Railway project environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"}},"hostedApiKey":"none"},"railway_delete_project":{"id":"railway_delete_project","name":"Railway Delete Project","description":"Delete a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}},"hostedApiKey":"none"},"railway_delete_service":{"id":"railway_delete_service","name":"Railway Delete Service","description":"Delete a Railway service and all of its deployments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"}},"hostedApiKey":"none"},"railway_delete_variable":{"id":"railway_delete_variable","name":"Railway Delete Variable","description":"Delete a Railway environment variable","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Variable name to delete"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit to delete a shared variable."}},"hostedApiKey":"none"},"railway_deploy_service":{"id":"railway_deploy_service","name":"Railway Deploy Service","description":"Trigger a deployment for a Railway service in an environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"commitSha":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific Git commit SHA to deploy"}},"hostedApiKey":"none"},"railway_get_deployment":{"id":"railway_get_deployment","name":"Railway Get Deployment","description":"Get details for a single Railway deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"}},"hostedApiKey":"none"},"railway_get_deployment_logs":{"id":"railway_get_deployment_logs","name":"Railway Get Deployment Logs","description":"Retrieve runtime logs for a Railway deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of log lines to return"}},"hostedApiKey":"none"},"railway_get_project":{"id":"railway_get_project","name":"Railway Get Project","description":"Get a Railway project with its services and environments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}},"hostedApiKey":"none"},"railway_list_deployments":{"id":"railway_list_deployments","name":"Railway List Deployments","description":"List deployments for a Railway service in an environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"first":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of deployments to return"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"}},"hostedApiKey":"none"},"railway_list_project_members":{"id":"railway_list_project_members","name":"Railway List Project Members","description":"List members for a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}},"hostedApiKey":"none"},"railway_list_projects":{"id":"railway_list_projects","name":"Railway List Projects","description":"List Railway projects visible to the provided token","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"workspaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workspace ID to list projects from"},"first":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of projects to return"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"}},"hostedApiKey":"none"},"railway_list_variables":{"id":"railway_list_variables","name":"Railway List Variables","description":"List Railway environment variables for a service or shared environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit for shared environment variables."}},"hostedApiKey":"none"},"railway_restart_deployment":{"id":"railway_restart_deployment","name":"Railway Restart Deployment","description":"Restart a running Railway deployment without rebuilding","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"}},"hostedApiKey":"none"},"railway_rollback_deployment":{"id":"railway_rollback_deployment","name":"Railway Rollback Deployment","description":"Roll a Railway service back to a previous deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID to roll back to (must have canRollback)"}},"hostedApiKey":"none"},"railway_transfer_project":{"id":"railway_transfer_project","name":"Railway Transfer Project","description":"Transfer a Railway project to another workspace","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"workspaceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination workspace ID"}},"hostedApiKey":"none"},"railway_update_project":{"id":"railway_update_project","name":"Railway Update Project","description":"Update a Railway project name or description","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated project name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated project description"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the project should be publicly visible"},"prDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable pull request deploy environments"}},"hostedApiKey":"none"},"railway_upsert_variable":{"id":"railway_upsert_variable","name":"Railway Upsert Variable","description":"Create or update a Railway environment variable","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. 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\'Account\')"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_account":{"id":"salesforce_update_account","name":"Update Account in Salesforce","description":"Update an existing account in Salesforce CRM","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Account ID to update (18-character string starting with 001)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Account name"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Account type (e.g., Customer, Partner, Prospect)"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"Industry (e.g., Technology, 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revenue as a number"},"numberOfEmployees":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of employees as an integer"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_case":{"id":"salesforce_update_case","name":"Update Case in Salesforce","description":"Update an existing case","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"caseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Case ID to update (18-character string starting with 500)"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case subject"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status (e.g., New, Working, Escalated, 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001)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"mailingStreet":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing street"},"mailingCity":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing city"},"mailingState":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing state"},"mailingPostalCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing postal code"},"mailingCountry":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing country"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Contact description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_custom_field":{"id":"salesforce_update_custom_field","name":"Update Custom Field in Salesforce","description":"Update an existing custom field on a Salesforce object using the Tooling API","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tooling API Id of the custom field to update (find it via the Tooling Query tool)"},"label":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display label shown in the UI"},"length":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum length for Text, LongTextArea, Html, or MultiselectPicklist fields"},"precision":{"type":"number","required":false,"visibility":"user-or-llm","description":"Total number of digits for Number, Currency, or Percent fields"},"scale":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of digits to the right of the decimal for numeric fields"},"visibleLines":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of visible lines for LongTextArea, Html, or MultiselectPicklist fields"},"required":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the field is required on record create/edit"},"unique":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the field enforces unique values"},"externalId":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the field is an external ID"},"defaultValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Default value; for Checkbox fields use true or false"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal description of the field"},"inlineHelpText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Help text shown next to the field in the UI"},"picklistValues":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated values to add to a Picklist or MultiselectPicklist field (existing values are kept)"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_lead":{"id":"salesforce_update_lead","name":"Update Lead in Salesforce","description":"Update an existing lead","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"leadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Lead ID to update (18-character string starting with 00Q)"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"company":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead status (e.g., Open, Working, Closed)"},"leadSource":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead source (e.g., Web, Referral, Campaign)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_opportunity":{"id":"salesforce_update_opportunity","name":"Update Opportunity in Salesforce","description":"Update an existing opportunity","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"opportunityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Opportunity ID to update (18-character string starting with 006)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opportunity name"},"stageName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Stage name (e.g., Prospecting, Qualification, Closed Won)"},"closeDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close date in YYYY-MM-DD format"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Salesforce Account ID (18-character string starting with 001)"},"amount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal amount as a number"},"probability":{"type":"string","required":false,"visibility":"user-or-llm","description":"Win probability as integer (0-100)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opportunity description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_task":{"id":"salesforce_update_task","name":"Update Task in Salesforce","description":"Update an existing task","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Task ID to update (18-character string starting with 00T)"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Task subject"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status (e.g., Not Started, In Progress, Completed)"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority (e.g., Low, Normal, 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All fields are optional: `comment` (e.g., { \\"comment\\": \\"Approved\\" }), `expenseRejectedComment` (required only if the report contains rejected expenses), `expectedStepCode`, `expectedStepSequence`, `statusId` (defaults to \\"A_APPR\\")."}},"hostedApiKey":"none"},"sap_concur_associate_attendees":{"id":"sap_concur_associate_attendees","name":"SAP Concur Associate Attendees","description":"Associate attendees with an expense (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/attendees).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Attendee association payload with exactly two top-level fields: \\"noShowAttendeeCount\\" (integer, default 0) and \\"expenseAttendeeList\\" (array). Each entry in expenseAttendeeList requires \\"attendeeId\\" (string) and \\"transactionAmount\\" (object: { \\"value\\": number, \\"currencyCode\\": string }), and optionally accepts \\"customData\\", \\"isAmountUserEdited\\" (boolean), \\"isTraveling\\" (boolean), \\"associatedAttendeeCount\\" (integer), and \\"versionNumber\\" (integer). Example: { \\"noShowAttendeeCount\\": 0, \\"expenseAttendeeList\\": [{ \\"attendeeId\\": \\"gWmMv2Ii5rGtEBTBhBqUw\\", \\"transactionAmount\\": { \\"value\\": 23, \\"currencyCode\\": \\"USD\\" } }] }. Note: the object form follows the request schema (Amount = value + currencyCode, both required), but the documented POST example sends a scalar \\"transactionAmount\\": 23 — the docs conflict here."}},"hostedApiKey":"none"},"sap_concur_create_cash_advance":{"id":"sap_concur_create_cash_advance","name":"SAP Concur Create Cash Advance","description":"Create a cash advance (POST /cashadvance/v4.1/cashadvances).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Cash advance payload. Required fields: amountRequested ({ currency, amount }), name, and userId. Optional fields: accountCode, comment, purpose. The Concur docs are inconsistent on casing — the reference request example and the API Explorer swagger both use userId, while the schema table spells it userID; if a request is rejected with a 400, retry with the other spelling."}},"hostedApiKey":"none"},"sap_concur_create_expected_expense":{"id":"sap_concur_create_expected_expense","name":"SAP Concur Create Expected Expense","description":"Create an expected expense on a travel request (POST /travelrequest/v4/requests/{requestUuid}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Expected expense payload"}},"hostedApiKey":"none"},"sap_concur_create_expense_report":{"id":"sap_concur_create_expense_report","name":"SAP Concur Create Expense Report","description":"Create an expense report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports — supported contexts: TRAVELER, PROXY). Required body fields: name, policyId.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who will own the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (creating own report) or PROXY (creating on behalf of another user)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Report payload — `name` and `policyId` are required. Optional fields: businessPurpose, comment, customData, countryCode, countrySubDivisionCode, etc."}},"hostedApiKey":"none"},"sap_concur_create_list_item":{"id":"sap_concur_create_list_item","name":"SAP Concur Create List Item","description":"Create a list item (POST /list/v4/items).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: listId, shortCode, value. Optional: parentId or parentCode (mutually exclusive). Note: Concur rejects shortCode/value containing hyphens."}},"hostedApiKey":"none"},"sap_concur_create_purchase_request":{"id":"sap_concur_create_purchase_request","name":"SAP Concur Create Purchase Request","description":"Create a purchase request (POST /purchaserequest/v4/purchaserequests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Purchase request payload. Required: exactly one of userId, userEmail, or userLoginId; currencyCode (ISO 4217); and lineItems[]. Each line item requires purchaseType (GOODS or SERVICES), vendorCode, vendorAddressCode, description, quantity, and unitPrice."}},"hostedApiKey":"none"},"sap_concur_create_quick_expense":{"id":"sap_concur_create_quick_expense","name":"SAP Concur Create Quick Expense","description":"Create a quick expense (POST /quickexpense/v4/users/{userId}/context/{contextType}/quickexpenses). TRAVELER is the only supported context type.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the quick expense"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload. Required: expenseTypeId, transactionAmount {currencyCode, value}, transactionDate (YYYY-MM-DD). Optional: comment, entryDetails, location {city, countryCode, countrySubDivisionCode, id, name}, paymentTypeId (CASHX | CPAID | PENDC), vendor."}},"hostedApiKey":"none"},"sap_concur_create_quick_expense_with_image":{"id":"sap_concur_create_quick_expense_with_image","name":"SAP Concur Create Quick Expense With Image","description":"Create a quick expense with an attached image (POST /quickexpense/v4/users/{userId}/context/{contextType}/quickexpenses/image).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"receipt":{"type":"json","required":true,"visibility":"user-or-llm","description":"Receipt image (UserFile). Allowed: PNG, PDF, TIFF, JPEG. Maximum size 50 MB"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload. Required: expenseTypeId, transactionAmount {currencyCode, value}, transactionDate (YYYY-MM-DD). Optional: comment, entryDetails, location {city, countryCode, countrySubDivisionCode, id, name}, paymentTypeId (CASHX | CPAID | PENDC), vendor."}},"hostedApiKey":"none"},"sap_concur_create_report_comment":{"id":"sap_concur_create_report_comment","name":"SAP Concur Create Report Comment","description":"Create a comment on a report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"comment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment text to add"}},"hostedApiKey":"none"},"sap_concur_create_travel_request":{"id":"sap_concur_create_travel_request","name":"SAP Concur Create Travel Request","description":"Create a travel request (POST /travelrequest/v4/requests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Concur user UUID of the Request owner — required when using the default `client_credentials` (company) grant; omitting it returns 400 `missingRequiredParam`."},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Travel request payload. Supported fields: name, businessPurpose, startDate/endDate (YYYY-MM-DD), startTime/endTime (HH:mm), mainDestination ({ city, countryCode, countrySubDivisionCode, name }), policy ({ id }), and custom1-custom20 ({ value } or { code, value }). An id field is not allowed."}},"hostedApiKey":"none"},"sap_concur_create_user":{"id":"sap_concur_create_user","name":"SAP Concur Create User","description":"Create a new user identity (POST /profile/identity/v4.1/Users).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM User payload. Required: schemas (include both \\"urn:ietf:params:scim:schemas:core:2.0:User\\" and \\"urn:ietf:params:scim:schemas:extension:enterprise:2.0:User\\"), userName, name.familyName, name.givenName, emails[].value, and companyId — which is required and immutable and must be set inside the \\"urn:ietf:params:scim:schemas:extension:enterprise:2.0:User\\" block, not at the top level. Optional: active, displayName, timezone, and other SCIM User attributes."}},"hostedApiKey":"none"},"sap_concur_delete_expected_expense":{"id":"sap_concur_delete_expected_expense","name":"SAP Concur Delete Expected Expense","description":"Delete an expected expense (DELETE /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"}},"hostedApiKey":"none"},"sap_concur_delete_expense":{"id":"sap_concur_delete_expense","name":"SAP Concur Delete Expense","description":"Delete an expense (DELETE /expensereports/v4/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to delete"}},"hostedApiKey":"none"},"sap_concur_delete_expense_report":{"id":"sap_concur_delete_expense_report","name":"SAP Concur Delete Expense Report","description":"Delete an expense report (DELETE /expensereports/v4/reports/{reportId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to delete"}},"hostedApiKey":"none"},"sap_concur_delete_list_item":{"id":"sap_concur_delete_list_item","name":"SAP Concur Delete List Item","description":"Delete a list item from all lists that contain it (DELETE /list/v4/items/{itemId}). This is not scoped to a single list, and all children of that list item are also deleted.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"}},"hostedApiKey":"none"},"sap_concur_delete_travel_request":{"id":"sap_concur_delete_travel_request","name":"SAP Concur Delete Travel Request","description":"Delete a travel request (DELETE /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Concur user UUID of the Request owner — required when using the default `client_credentials` (company) grant; omitting it returns 400 `missingRequiredParam`."}},"hostedApiKey":"none"},"sap_concur_delete_user":{"id":"sap_concur_delete_user","name":"SAP Concur Delete User","description":"Hard delete a user identity (DELETE /profile/identity/v4.1/Users/{id}). Not recommended: SAP restricts hard delete to users with no transaction history and governs it by the Concur Data Retention policy. To deactivate a user instead, use SAP Concur Update User with a PATCH replacing active with false.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to delete"}},"hostedApiKey":"none"},"sap_concur_get_allocation":{"id":"sap_concur_get_allocation","name":"SAP Concur Get Allocation","description":"Get a single allocation (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID"}},"hostedApiKey":"none"},"sap_concur_get_budget":{"id":"sap_concur_get_budget","name":"SAP Concur Get Budget","description":"Get a budget item header by ID (GET /budget/v4/budgetItemHeader/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"budgetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The budget item header\'s key field (uuid)"}},"hostedApiKey":"none"},"sap_concur_get_cash_advance":{"id":"sap_concur_get_cash_advance","name":"SAP Concur Get Cash Advance","description":"Get a cash advance (GET /cashadvance/v4.1/cashadvances/{cashAdvanceId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"cashAdvanceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cash advance ID"}},"hostedApiKey":"none"},"sap_concur_get_expected_expense":{"id":"sap_concur_get_expected_expense","name":"SAP Concur Get Expected Expense","description":"Get an expected expense (GET /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (optional)"}},"hostedApiKey":"none"},"sap_concur_get_expense":{"id":"sap_concur_get_expense","name":"SAP Concur Get Expense","description":"Get a single expense (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password 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If empty when using a Company token the default system user will be assumed to perform the action."}},"hostedApiKey":"none"},"sap_concur_get_user":{"id":"sap_concur_get_user","name":"SAP Concur Get User","description":"Get a single user by UUID (GET /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID"},"attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SCIM attributes to include in the response"},"excludedAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SCIM attributes to exclude from the response"}},"hostedApiKey":"none"},"sap_concur_issue_cash_advance":{"id":"sap_concur_issue_cash_advance","name":"SAP Concur Issue Cash Advance","description":"Issue a cash advance (POST /cashadvance/v4.1/cashadvances/{cashAdvanceId}/issue).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"cashAdvanceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cash advance ID to issue"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional request body. All documented fields are optional: accountCode, comment, and exchangeRate."}},"hostedApiKey":"none"},"sap_concur_list_allocations":{"id":"sap_concur_list_allocations","name":"SAP Concur List Allocations","description":"List allocations on an expense (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/allocations).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client 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us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"}},"hostedApiKey":"none"},"sap_concur_list_budgets":{"id":"sap_concur_list_budgets","name":"SAP Concur List Budgets","description":"List budget item headers (GET 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tokens"},"adminView":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, returns all budgets the caller can administer (default false)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page offset (Concur returns up to 50 budget headers per page)"},"responseSchema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response schema variant: \\"COMPACT\\" returns a smaller payload. Defaults to the non-compact schema"}},"hostedApiKey":"none"},"sap_concur_list_exceptions":{"id":"sap_concur_list_exceptions","name":"SAP Concur List Report Exceptions","description":"List exceptions on a report (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/exceptions).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"excludeExpenses":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return only exceptions for the report header, excluding expense-level and allocation-level exceptions (default false)"}},"hostedApiKey":"none"},"sap_concur_list_expected_expenses":{"id":"sap_concur_list_expected_expenses","name":"SAP Concur List Expected Expenses","description":"List expected expenses on a travel request (GET /travelrequest/v4/requests/{requestUuid}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (optional)"}},"hostedApiKey":"none"},"sap_concur_list_expense_reports":{"id":"sap_concur_list_expense_reports","name":"SAP Concur List Expense Reports","description":"List expense reports (GET /api/v3.0/expense/reports). Returns a v3 envelope with Items and NextPage.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by a specific user (login id or user identifier)."},"submitDateBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports submitted on or before this date (YYYY-MM-DD)"},"submitDateAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports submitted on or after this date (YYYY-MM-DD)"},"paidDateBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports paid on or before this date (YYYY-MM-DD)"},"paidDateAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports paid on or after this date (YYYY-MM-DD)"},"modifiedDateBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports last modified on or before this date (YYYY-MM-DD)"},"modifiedDateAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports last modified on or after this date (YYYY-MM-DD)"},"createDateBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports created on or before this date (YYYY-MM-DD)"},"createDateAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to reports created on or after this date (YYYY-MM-DD)"},"approvalStatusCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by approval status code (e.g. A_NOTF, A_PEND, A_APPR)"},"paymentStatusCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by payment status code"},"currencyCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by ISO currency code (e.g. USD, EUR)"},"approverLoginID":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by approver login ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page (default 25)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token. The previous response returns NextPage as a full URI — extract its `offset` query parameter and pass that value here, not the whole URI."}},"hostedApiKey":"none"},"sap_concur_list_expenses":{"id":"sap_concur_list_expenses","name":"SAP Concur List Expenses","description":"List expenses on a report (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (the only value the endpoint supports)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"}},"hostedApiKey":"none"},"sap_concur_list_itineraries":{"id":"sap_concur_list_itineraries","name":"SAP Concur List Trips","description":"List travel trips/itineraries (GET /api/travel/trip/v1.1).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter trips starting on/after this date (YYYY-MM-DD)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter trips ending on/before this date (YYYY-MM-DD)"},"bookingType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by booking type. Supported values are capitalized: Air, Car, Dining, Hotel, Parking, Rail, Ride."},"useridType":{"type":"string","required":false,"visibility":"user-or-llm","description":"User identifier type. The only value documented for Trips v1.1 is \\"login\\" (the value is the user login id); xmlsyncid and uuid are Travel Profile v2 identifier types and are not documented for this endpoint."},"useridValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"User identifier value (paired with useridType)"},"itemsPerPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Items per page. Concur only paginates when includeMetadata is also sent, so this tool sets includeMetadata automatically whenever itemsPerPage or page is provided."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"1-based page number. Concur only paginates when includeMetadata is also sent, so this tool sets includeMetadata automatically whenever page or itemsPerPage is provided."},"includeMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include paging metadata in the response. Implied when page or itemsPerPage is set."},"includeCanceledTrips":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include canceled trips in the result set"},"createdAfterDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only trips created after this date (YYYY-MM-DD)"},"createdBeforeDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only trips created before this date (YYYY-MM-DD)"},"lastModifiedDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only trips modified on/after this date (YYYY-MM-DD)"},"includeVirtualTrip":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"1\\" to include virtual trips, which carry the offline segments booked through Concur Request."},"includeGuestBookings":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include trips booked on behalf of guests. Defaults to false."}},"hostedApiKey":"none"},"sap_concur_list_list_items":{"id":"sap_concur_list_list_items","name":"SAP Concur List List Items","description":"List the top-level items (children) for a custom list (GET /list/v4/lists/{listId}/children).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based; page size is fixed at 100)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: value or shortCode"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc"},"hasChildren":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include only items that have children"},"isDeleted":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by deletion status. Pass \\"true\\" or \\"false\\" as a string because the filter also accepts the eq operator prefix (eq:true) — eq is the only operator this filter supports."},"shortCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by short code"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by display value"},"shortCodeOrValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by short code OR value"}},"hostedApiKey":"none"},"sap_concur_list_lists":{"id":"sap_concur_list_lists","name":"SAP Concur List Lists","description":"List custom lists (GET /list/v4/lists).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based; page size is fixed at 100)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: name, levelcount, or listcategory"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by list name. Accepts an operator prefix: sw: (starts with), ew: (ends with), not:, cp: (contains) (e.g. \\"sw:Cost\\")."},"categoryType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by category type (mapped to the category.type query param). Accepts an operator prefix: eq:, not:."},"isDeleted":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by deletion status. Pass \\"true\\" or \\"false\\" as a string because the filter also accepts the eq operator prefix (eq:true) — eq is the only operator this filter supports."},"levelCount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by number of levels. Accepts an operator prefix: eq:, gt:, gte:, lt:, lte: (e.g. \\"eq:1\\", \\"gt:2\\", \\"lte:9\\")."}},"hostedApiKey":"none"},"sap_concur_list_receipts":{"id":"sap_concur_list_receipts","name":"SAP Concur List Receipts","description":"List receipts for a user (GET /receipts/v4/users/{userId}). Concur documents no query parameters for this endpoint, so page size and offset cannot be controlled; follow the \\"next\\" URL in the response to page forward.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"}},"hostedApiKey":"none"},"sap_concur_list_report_comments":{"id":"sap_concur_list_report_comments","name":"SAP Concur List Report Comments","description":"List comments on a report (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"includeAllComments":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include comments from all expenses in the report (default false)"}},"hostedApiKey":"none"},"sap_concur_list_reports_to_approve":{"id":"sap_concur_list_reports_to_approve","name":"SAP Concur List Reports To Approve","description":"List expense reports awaiting approval (GET /expensereports/v4/users/{userId}/context/MANAGER/reportsToApprove).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Manager user UUID"},"contextType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access context: must be MANAGER (default)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Report field name to sort by (e.g., reportDate)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc"},"includeDelegateApprovals":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include reports the caller can approve as a delegate"}},"hostedApiKey":"none"},"sap_concur_list_travel_profiles_summary":{"id":"sap_concur_list_travel_profiles_summary","name":"SAP Concur List Travel Profiles Summary","description":"List travel profile summaries (GET /api/travelprofile/v2.0/summary). LastModifiedDate is required by Concur.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"lastModifiedDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Required UTC datetime in YYYY-MM-DDThh:mm:ss format"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"1-based page number"},"itemsPerPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Items per page (max 200)"},"travelConfigs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated travel configuration ids"},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by user state: \\"1\\" returns active users, \\"0\\" returns inactive users."}},"hostedApiKey":"none"},"sap_concur_list_travel_request_comments":{"id":"sap_concur_list_travel_request_comments","name":"SAP Concur List Travel Request Comments","description":"List comments on a travel request (GET /travelrequest/v4/requests/{requestUuid}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"}},"hostedApiKey":"none"},"sap_concur_list_travel_requests":{"id":"sap_concur_list_travel_requests","name":"SAP Concur List Travel Requests","description":"List travel requests (GET /travelrequest/v4/requests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"view":{"type":"string","required":false,"visibility":"user-or-llm","description":"View filter: ALL, ACTIVE, ACTIVEAPPROVED, UNSUBMITTED, PENDING, VALIDATED, APPROVED, CANCELED, CLOSED, SUBMITTED, TOAPPROVE, PENDINGEBOOKING, PENDINGPROPOSAL, PROPOSALAPPROVED, or PROPOSALCANCELED. Defaults to ALL when omitted. The three TMC-agent views (PENDINGPROPOSAL, PROPOSALAPPROVED, PROPOSALCANCELED) require userId."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Records per page (default 10, maximum 100 — higher values return 400)"},"start":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page start cursor (offset)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"For a traveler view, the unique identifier of the Request owner to search for. For an approver view, the unique identifier of the approver. For a TMC-agent view (PENDINGPROPOSAL, PROPOSALAPPROVED, PROPOSALCANCELED) this is required and is the unique identifier of the TMC agent."},"approvedBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests approved before this date"},"approvedAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests approved after this date"},"modifiedBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests modified before this date"},"modifiedAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests modified after this date"},"sortField":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by: startDate, approvalStatus, or requestId (default startDate)"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: ASC or DESC (default DESC)"}},"hostedApiKey":"none"},"sap_concur_list_users":{"id":"sap_concur_list_users","name":"SAP Concur List Users","description":"List Concur user identities (GET /profile/identity/v4.1/Users).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max number of users to return (default 100, max 1000)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"SCIM v4.1 pagination cursor — the nextCursor value returned by a prior call"},"attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of attributes to include in the response"},"excludedAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of attributes to exclude from the response"}},"hostedApiKey":"none"},"sap_concur_move_travel_request":{"id":"sap_concur_move_travel_request","name":"SAP Concur Move Travel Request","description":"Move a travel request through workflow (POST /travelrequest/v4/requests/{requestUuid}/{action}). Valid actions: submit, recall, cancel, approve, sendback, close, reopen.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow action: submit, recall, cancel, approve, sendback, close, reopen"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the user performing the status transition. Required when connecting with a Company token for traveler and Non traveler actions only; not required for External system validation actions. If empty, a 400 `missingRequiredParam` error code is returned. For non-traveler actions, if not provided, \\"System, Concur\\" is displayed in the Audit Trail of the Request."},"companyID":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional company identifier for the workflow action (documented as `companyID`, distinct from the companyUuid auth field)"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment sent as a query parameter. Only works when the workflow action is `sendback`. This comment is visible wherever Request comments are available."},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional payload — only the `sendback` action accepts one (e.g., { \\"comment\\": \\"...\\" }). Every other action takes no payload."}},"hostedApiKey":"none"},"sap_concur_recall_expense_report":{"id":"sap_concur_recall_expense_report","name":"SAP Concur Recall Expense Report","description":"Recall a submitted expense report (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/recall — supported contexts: TRAVELER, PROXY). Takes no request body. This operation supports user-level access tokens: set grantType to \\"password\\" with username and password, since the default client_credentials grant yields a company-level token.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password. Recall requires a user-level access token, so set this to \\"password\\" and supply username/password — client_credentials produces a company-level token that Concur rejects for this operation."},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to recall"}},"hostedApiKey":"none"},"sap_concur_remove_all_attendees":{"id":"sap_concur_remove_all_attendees","name":"SAP Concur Remove All Attendees","description":"Remove all attendees from an expense (DELETE /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/attendees).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}},"hostedApiKey":"none"},"sap_concur_search_locations":{"id":"sap_concur_search_locations","name":"SAP Concur Search Locations","description":"Search Concur location reference data (GET /localities/v5/locations).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text for location search. Conditional — required if none of locationNameKey, locationNameId, or locCode is present."},"locCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Location code. Conditional — required if none of locationNameKey, locationNameId, or searchText is present."},"locationNameId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID identifier of the location name. Conditional — required if none of locationNameKey, locCode, or searchText is present."},"locationNameKey":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unique key for the location name. Conditional — required if none of locationNameId, locCode, or searchText is present."},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"2-letter ISO 3166-1 country code. Only valid together with searchText."},"subdivisionCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 3166-2:2007 country subdivision (e.g. US-WA). Only valid together with searchText."},"adminRegionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Administrative region ID. Only valid together with searchText."}},"hostedApiKey":"none"},"sap_concur_search_users":{"id":"sap_concur_search_users","name":"SAP Concur Search Users","description":"Search users via SCIM .search endpoint (POST /profile/identity/v4.1/Users/.search).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM search payload. Required: schemas: [\\"urn:ietf:params:scim:api:messages:concur:2.0:SearchRequest\\"] (Concur-specific URN, not the standard SearchRequest URN). Optional: filter, count (1-1000), attributes, excludedAttributes, cursor (the nextCursor value from a prior response). The startIndex request parameter is not supported (responses still return a startIndex value)."}},"hostedApiKey":"none"},"sap_concur_send_back_expense_report":{"id":"sap_concur_send_back_expense_report","name":"SAP Concur Send Back Expense Report","description":"Send back an expense report to the employee (PATCH /expensereports/v4/reports/{reportId}/sendBack). Required body field: comment.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to send back"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Request body — `comment` is required by Concur (e.g., { \\"comment\\": \\"Missing receipt\\" }). Optional fields: `expectedStepCode`, `expectedStepSequence`."}},"hostedApiKey":"none"},"sap_concur_submit_expense_report":{"id":"sap_concur_submit_expense_report","name":"SAP Concur Submit Expense Report","description":"Submit an expense report into the workflow via Expense Report v4 (PATCH /expensereports/v4/users/{userId}/reports/{reportId}/submit). Takes no request body.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to submit"}},"hostedApiKey":"none"},"sap_concur_update_allocation":{"id":"sap_concur_update_allocation","name":"SAP Concur Update Allocation","description":"Update an allocation (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY (write requires expense.report.readwrite)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON Merge Patch (RFC 7386) payload. Must be the two-key envelope { \\"allocation\\": { \\"customData\\": [{ \\"id\\": \\"custom9\\", \\"value\\": \\"...\\", \\"isValid\\": true }] }, \\"expenseIds\\": [\\"29EE...\\"] }."}},"hostedApiKey":"none"},"sap_concur_update_expected_expense":{"id":"sap_concur_update_expected_expense","name":"SAP Concur Update Expected Expense","description":"Update an expected expense (PUT /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to update"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the expected expense"}},"hostedApiKey":"none"},"sap_concur_update_expense":{"id":"sap_concur_update_expense","name":"SAP Concur Update Expense","description":"Update an expense (PATCH /expensereports/v4/reports/{reportId}/expenses/{expenseId}). Only Company JWT authentication is allowed on this endpoint — the password grant is rejected. A submitted report cannot be updated once it has reached a Paid workflow status. Although the primary intent of this operation is for submitted report updates, it also works on unsubmitted reports, but with the same limited set of fields.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"PATCH body. Allowed fields: businessPurpose (string, max 64), customData (CustomData[]), expenseSource (required: EA|MOB|OTHER|SE|TA|TR|UI), isExpenseRejected (boolean), isPaperReceiptReceived (boolean)."}},"hostedApiKey":"none"},"sap_concur_update_expense_report":{"id":"sap_concur_update_expense_report","name":"SAP Concur Update Expense Report","description":"Update an unsubmitted expense report (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId} — supported contexts: TRAVELER, PROXY). The body must always include `reportSource` (EA, MOB, OTHER, SE, TR, or UI).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (own report) or PROXY (editing on behalf of another user)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the report. `reportSource` is REQUIRED by Concur on every update — one of \\"EA\\", \\"MOB\\", \\"OTHER\\", \\"SE\\", \\"TR\\", \\"UI\\" (use \\"OTHER\\" if unknown). Other updatable fields: businessPurpose, comment, country, countryCode, countrySubDivisionCode, customData, endDate, isCopyDownInherited, isPaperReceiptsReceived, name, policy, policyId, redirectFund, reportDate, startDate."}},"hostedApiKey":"none"},"sap_concur_update_list_item":{"id":"sap_concur_update_list_item","name":"SAP Concur Update List Item","description":"Update a list item (PUT /list/v4/items/{itemId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: shortCode, value. Other fields in the body are ignored."}},"hostedApiKey":"none"},"sap_concur_update_travel_request":{"id":"sap_concur_update_travel_request","name":"SAP Concur Update Travel Request","description":"Update a travel request (PUT /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to update"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the user performing the update. Optional. Will be taken into account only if calling with a Company token. If not provided the update will be performed as \\"Concur System\\"."},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the travel request. Partial update is supported. Only these fields are updatable: comment, startDate, startTime, endDate, endTime, expensePolicy, name, businessPurpose, mainDestination, travelAgency, and the custom1-custom20 fields — any other field is silently ignored. Pass an unquoted null to clear a field."}},"hostedApiKey":"none"},"sap_concur_update_user":{"id":"sap_concur_update_user","name":"SAP Concur Update User","description":"Patch a user identity (PATCH /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM PATCH payload. Required: schemas: [\\"urn:ietf:params:scim:api:messages:2.0:PatchOp\\"] and Operations, an array of { op, path, value } where op is add, replace, or remove. If the target location is a multi-valued attribute and no filter is specified, the attribute and all values are replaced. Example: deactivate a user with { op: \\"replace\\", path: \\"active\\", value: false }."}},"hostedApiKey":"none"},"sap_concur_upload_exchange_rates":{"id":"sap_concur_upload_exchange_rates","name":"SAP Concur Upload Exchange Rates","description":"Bulk upload up to 100 custom exchange rates (POST /exchangerate/v4/rates). 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Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_customer":{"id":"sap_s4hana_update_customer","name":"SAP S/4HANA Update Customer","description":"Update fields on an A_Customer entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. A_Customer is limited to modifiable fields such as OrderIsBlockedForCustomer, DeliveryIsBlocked, BillingIsBlockedForCustomer (Edm.String reason codes like \\"01\\"), PostingIsBlocked, and DeletionIndicator (Edm.Boolean). If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"customer":{"type":"string","required":true,"visibility":"user-or-llm","description":"Customer key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Customer fields to update (e.g., {\\"OrderIsBlockedForCustomer\\":\\"01\\",\\"DeletionIndicator\\":false}). Block-reason fields are Edm.String codes, not booleans."},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_product":{"id":"sap_s4hana_update_product","name":"SAP S/4HANA Update Product","description":"Update fields on an A_Product entity in SAP S/4HANA Cloud (API_PRODUCT_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Flat scalar header fields only — deep/multi-entity updates across navigation properties are not supported by API_PRODUCT_SRV MERGE/PUT (see SAP KBA 2833338); update child entities (plant, valuation, sales data, etc.) via their own endpoints. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"product":{"type":"string","required":true,"visibility":"user-or-llm","description":"Product key to update (string, up to 40 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Product fields to update (e.g., {\\"ProductGroup\\":\\"L001\\",\\"IsMarkedForDeletion\\":false})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. 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If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseOrder key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseOrder fields to update (e.g., {\\"PurchasingGroup\\":\\"002\\",\\"PurchaseOrderDate\\":\\"/Date(1735689600000)/\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_purchase_requisition":{"id":"sap_s4hana_update_purchase_requisition","name":"SAP S/4HANA Update Purchase Requisition","description":"Update fields on an A_PurchaseRequisitionHeader entity in SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV; deprecated since S/4HANA 2402, successor is API_PURCHASEREQUISITION_2 OData v4). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates across navigations are not supported (SAP KBA 2833338); use the A_PurchaseReqnItem entity directly to modify items. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseRequisition":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseRequisition key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseRequisitionHeader fields to update (e.g., {\\"PurchaseRequisitionType\\":\\"NB\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_sales_order":{"id":"sap_s4hana_update_sales_order","name":"SAP S/4HANA Update Sales Order","description":"Update fields on an A_SalesOrder header in SAP S/4HANA Cloud (API_SALES_ORDER_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates to to_Item / to_Partner / to_PricingElement navigations are not supported (see SAP KBA 2833338); use A_SalesOrderItem operations for line-level changes. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrder key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_SalesOrder fields to update (e.g., {\\"PurchaseOrderByCustomer\\":\\"PO-12345\\",\\"HeaderBillingBlockReason\\":\\"01\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_supplier":{"id":"sap_s4hana_update_supplier","name":"SAP S/4HANA Update Supplier","description":"Update fields on an A_Supplier entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. A_Supplier is limited to modifiable fields such as PostingIsBlocked, PurchasingIsBlocked, PaymentIsBlockedForSupplier, DeletionIndicator, and SupplierAccountGroup; company-code/purchasing-org segments must be updated via the `to_SupplierCompany` / `to_SupplierPurchasingOrg` deep-update endpoints. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"supplier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Supplier key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Supplier fields to update (e.g., {\\"PaymentIsBlockedForSupplier\\":true,\\"PostingIsBlocked\\":true})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"search_tool":{"id":"search_tool","name":"Web Search","description":"Search the web. Returns the most relevant web results, including title, link, snippet, and date for each result.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query"}},"hostedApiKey":"none"},"secrets_manager_create_secret":{"id":"secrets_manager_create_secret","name":"Secrets Manager Create Secret","description":"Create a new secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the secret to create"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The secret value (plain text or JSON string)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the secret"}},"hostedApiKey":"none"},"secrets_manager_delete_secret":{"id":"secrets_manager_delete_secret","name":"Secrets Manager Delete Secret","description":"Delete a secret from AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to delete"},"recoveryWindowInDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days before permanent deletion (7-30, default 30)"},"forceDelete":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"If true, immediately delete without recovery window"}},"hostedApiKey":"none"},"secrets_manager_describe_secret":{"id":"secrets_manager_describe_secret","name":"Secrets Manager Describe Secret","description":"Retrieve full metadata for a secret in AWS Secrets Manager, including rotation configuration and replication status, without exposing the secret value","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to describe"}},"hostedApiKey":"none"},"secrets_manager_get_secret":{"id":"secrets_manager_get_secret","name":"Secrets Manager Get Secret","description":"Retrieve a secret value from AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to retrieve"},"versionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the version to retrieve"},"versionStage":{"type":"string","required":false,"visibility":"user-or-llm","description":"The staging label of the version to retrieve (e.g., AWSCURRENT, AWSPREVIOUS)"}},"hostedApiKey":"none"},"secrets_manager_list_secrets":{"id":"secrets_manager_list_secrets","name":"Secrets Manager List Secrets","description":"List secrets stored in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of secrets to return (1-100, default 100)"},"nextToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token from a previous request"}},"hostedApiKey":"none"},"secrets_manager_restore_secret":{"id":"secrets_manager_restore_secret","name":"Secrets Manager Restore Secret","description":"Cancel a scheduled deletion for a secret in AWS Secrets Manager, restoring access to it","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to restore"}},"hostedApiKey":"none"},"secrets_manager_rotate_secret":{"id":"secrets_manager_rotate_secret","name":"Secrets Manager Rotate Secret","description":"Start or reconfigure rotation for a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to rotate"},"clientRequestToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency token for the new secret version (32-64 characters)"},"rotationLambdaARN":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the Lambda function that performs rotation (omit for managed rotation)"},"automaticallyAfterDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days between rotations (1-1000). Mutually exclusive with schedule expression"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"Length of the rotation window in hours, e.g. \\"3h\\""},"scheduleExpression":{"type":"string","required":false,"visibility":"user-or-llm","description":"A cron() or rate() expression defining the rotation schedule"},"rotateImmediately":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to rotate immediately (default true) or wait for the next scheduled window"}},"hostedApiKey":"none"},"secrets_manager_tag_resource":{"id":"secrets_manager_tag_resource","name":"Secrets Manager Tag Resource","description":"Attach tags to a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to tag"},"tags":{"type":"json","required":true,"visibility":"user-or-llm","description":"Tags to attach, as an array of {key, value} pairs (max 50)"}},"hostedApiKey":"none"},"secrets_manager_untag_resource":{"id":"secrets_manager_untag_resource","name":"Secrets Manager Untag Resource","description":"Remove tags from a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to untag"},"tagKeys":{"type":"json","required":true,"visibility":"user-or-llm","description":"Tag keys to remove, as an array of strings (max 50)"}},"hostedApiKey":"none"},"secrets_manager_update_secret":{"id":"secrets_manager_update_secret","name":"Secrets Manager Update Secret","description":"Update the value of an existing secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to update"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new secret value (plain text or JSON string)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description of the secret"}},"hostedApiKey":"none"},"semrush_backlinks":{"id":"semrush_backlinks","name":"Semrush Backlinks","description":"List the backlinks pointing at a domain, subdomain, or URL, with source page, anchor, and authority.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Semrush API key"},"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"Root domain, subdomain, or URL to analyze"},"targetType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope of the target: root_domain, domain, or url. 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Defaults to root_domain"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of rows to return, capped at 100,000"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of rows to skip, for pagination"},"displaySort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order, for example backlinks_num_desc or domains_num_desc"}},"hostedApiKey":"none"},"semrush_backlinks_competitors":{"id":"semrush_backlinks_competitors","name":"Semrush Backlink Competitors","description":"List domains with a backlink profile similar to the target, ranked by shared referring domains.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Semrush API key"},"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"Root domain, subdomain, or URL to analyze"},"targetType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope of the target: root_domain, domain, or url. 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When paginating with pageToken, pass the same pageSize used on the first request to keep page boundaries consistent."},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response (nextPageToken) to fetch the next page"}},"hostedApiKey":"none"},"sendgrid_remove_contacts_from_list":{"id":"sendgrid_remove_contacts_from_list","name":"SendGrid Remove Contacts from List","description":"Remove contacts from a specific list in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"},"contactIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated contact IDs to remove from the list"}},"hostedApiKey":"none"},"sendgrid_search_contacts":{"id":"sendgrid_search_contacts","name":"SendGrid Search Contacts","description":"Search for contacts in SendGrid using a query","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query (e.g., \\"email LIKE \'%example.com%\' AND CONTAINS(list_ids, \'list-id\')\\")"}},"hostedApiKey":"none"},"sendgrid_send_mail":{"id":"sendgrid_send_mail","name":"SendGrid Send Mail","description":"Send an email using SendGrid API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender email address (must be verified in SendGrid)"},"fromName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sender name"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"toName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recipient name"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email subject (required unless using a template with pre-defined subject)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email body content (required unless using a template with pre-defined content)"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type (text/plain or text/html)"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC email address"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC email address"},"replyTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to email address"},"replyToName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to name"},"attachments":{"type":"file[]","required":false,"visibility":"user-or-llm","description":"Files to attach to the email (UserFile objects)"},"templateId":{"type":"string","required":false,"visibility":"user-or-llm","description":"SendGrid template ID to use"},"dynamicTemplateData":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of dynamic template data"}},"hostedApiKey":"none"},"sentry_events_get":{"id":"sentry_events_get","name":"Get Event","description":"Retrieve detailed information about a specific Sentry event by its ID. Returns complete event details including stack traces, breadcrumbs, context, and user information.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project (e.g., \\"my-project\\")"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the event to retrieve (e.g., \\"abc123def456\\")"}},"hostedApiKey":"none"},"sentry_events_list":{"id":"sentry_events_list","name":"List Events","description":"List events from a Sentry project. Can be filtered by issue ID, query, or time period. Returns event details including context, tags, and user information.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to list events from (e.g., \\"my-project\\")"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter events by a specific issue ID (e.g., \\"12345\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter events. Only applied when an Issue ID is provided (the issue events endpoint); the project events endpoint ignores it. Supports Sentry search syntax (e.g., \\"user.email:*@example.com\\")"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of events to return per page (max: 100)"},"statsPeriod":{"type":"string","required":false,"visibility":"user-only","description":"Time period to query (e.g., \\"24h\\", \\"7d\\", \\"14d\\"). Cannot be combined with absolute start/end."}},"hostedApiKey":"none"},"sentry_issues_get":{"id":"sentry_issues_get","name":"Get Issue","description":"Retrieve detailed information about a specific Sentry issue by its ID. Returns complete issue details including metadata, tags, and statistics.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"issueId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the issue to retrieve (e.g., \\"12345\\")"}},"hostedApiKey":"none"},"sentry_issues_list":{"id":"sentry_issues_list","name":"List Issues","description":"List issues from Sentry for a specific organization and optionally a specific project. Returns issue details including status, error counts, and last seen timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter issues by numeric project ID (e.g., \\"4501234\\"). This organization-scoped endpoint requires the numeric project ID, not the project slug."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter issues. Supports Sentry search syntax (e.g., \\"is:unresolved\\", \\"level:error\\")"},"statsPeriod":{"type":"string","required":false,"visibility":"user-only","description":"Time window for the per-issue stats series (e.g., \\"24h\\", \\"14d\\"). Note: this controls the stats returned with each issue, not which issues are returned — use the query (e.g., \\"age:-7d\\", \\"lastSeen:-24h\\") to filter results."},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of issues to return per page (max: 100)"},"status":{"type":"string","required":false,"visibility":"user-only","description":"Filter by issue status: unresolved, resolved, or ignored. The legacy \\"ignored\\"/\\"muted\\" values map to Sentry\'s current \\"archived\\" search token."},"sort":{"type":"string","required":false,"visibility":"user-only","description":"Sort order: date, new, trends, freq, or user (default: date)"}},"hostedApiKey":"none"},"sentry_issues_update":{"id":"sentry_issues_update","name":"Update Issue","description":"Update a Sentry issue by changing its status, assignment, bookmark state, or other properties. Returns the updated issue details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"issueId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the issue to update (e.g., \\"12345\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status for the issue: resolved, unresolved, ignored, or resolvedInNextRelease"},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor to assign the issue to, in the form \\"user:<id>\\" or \\"team:<id>\\" (a bare username or email is also accepted). Use an empty string to unassign."},"isBookmarked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to bookmark the issue"},"isSubscribed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to subscribe to issue updates"},"isPublic":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether the issue should be publicly visible"}},"hostedApiKey":"none"},"sentry_projects_create":{"id":"sentry_projects_create","name":"Create Project","description":"Create a new Sentry project in an organization. Requires a team to associate the project with. Returns the created project details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the project"},"teamSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the team that will own this project"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL-friendly project identifier (auto-generated from name if not provided)"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"Platform/language for the project (e.g., javascript, python, node, react-native). If not specified, defaults to \\"other\\""},"defaultRules":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to create default alert rules (default: true)"}},"hostedApiKey":"none"},"sentry_projects_get":{"id":"sentry_projects_get","name":"Get Project","description":"Retrieve detailed information about a specific Sentry project by its slug. Returns complete project details including teams, features, and configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to retrieve (e.g., \\"my-project\\")"}},"hostedApiKey":"none"},"sentry_projects_list":{"id":"sentry_projects_list","name":"List Projects","description":"List all projects in a Sentry organization. Returns project details including name, platform, teams, and configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of projects to return per page (default: 25, max: 100)"}},"hostedApiKey":"none"},"sentry_projects_update":{"id":"sentry_projects_update","name":"Update Project","description":"Update a Sentry project by changing its name, slug, platform, or other settings. Returns the updated project details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to update (e.g., \\"my-project\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the project"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"New URL-friendly project identifier"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"New platform/language for the project (e.g., javascript, python, node)"},"isBookmarked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to bookmark the project"},"digestsMinDelay":{"type":"number","required":false,"visibility":"user-only","description":"Minimum delay (in seconds) for digest notifications"},"digestsMaxDelay":{"type":"number","required":false,"visibility":"user-only","description":"Maximum delay (in seconds) for digest notifications"}},"hostedApiKey":"none"},"sentry_releases_create":{"id":"sentry_releases_create","name":"Create Release","description":"Create a new release in Sentry. A release is a version of your code deployed to an environment. Can include commit information and associated projects. Returns the created release details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier for the release (e.g., \\"2.0.0\\", \\"my-app@1.0.0\\", or a git commit SHA)"},"projects":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of project slugs to associate with this release"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git reference (commit SHA, tag, or branch) for this release"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the release (e.g., GitHub release page)"},"dateReleased":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the release was deployed (defaults to current time)"},"commits":{"type":"string","required":false,"visibility":"user-only","description":"JSON array of commit objects with id, repository (optional), and message (optional). Example: [{\\"id\\":\\"abc123\\",\\"message\\":\\"Fix bug\\"}]"}},"hostedApiKey":"none"},"sentry_releases_deploy":{"id":"sentry_releases_deploy","name":"Create Deploy","description":"Create a deploy record for a Sentry release in a specific environment. Deploys track when and where releases are deployed. Returns the created deploy details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier of the release being deployed (e.g., \\"1.0.0\\" or \\"abc123\\")"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment name where the release is being deployed (e.g., \\"production\\", \\"staging\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional name for this deploy (e.g., \\"Deploy v2.0 to Production\\")"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the deploy (e.g., CI/CD pipeline URL)"},"dateStarted":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy started (defaults to current time)"},"dateFinished":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy finished"}},"hostedApiKey":"none"},"sentry_releases_list":{"id":"sentry_releases_list","name":"List Releases","description":"List releases for a Sentry organization or project. Returns release details including version, commits, deploy information, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter releases by numeric project ID (e.g., \\"4501234\\"). This organization-scoped endpoint requires the numeric project ID, not the project slug."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter releases (e.g., \\"1.0\\" to match version patterns)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of releases to return per page (default: 25, max: 100)"}},"hostedApiKey":"none"},"sentry_teams_list":{"id":"sentry_teams_list","name":"List Teams","description":"List all teams in a Sentry organization. Useful for discovering the team slug required when creating a project. Returns team details including slug, name, member count, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter teams by name or slug"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of teams to return per page (default: 25, max: 100)"}},"hostedApiKey":"none"},"serper_search":{"id":"serper_search","name":"Web Search","description":"A powerful web search tool that provides access to Google search results through Serper.dev API. Supports different types of searches including regular web search, news, places, images, videos, and shopping. Returns comprehensive results including organic results, knowledge graph, answer box, people also ask, related searches, and top stories.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (e.g., \\"latest AI news\\", \\"best restaurants in NYC\\")"},"num":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 20, 50)"},"gl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results (e.g., \\"us\\", \\"uk\\", \\"de\\", \\"fr\\")"},"hl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code for search results (e.g., \\"en\\", \\"es\\", \\"de\\", \\"fr\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of search to perform. Must be one of \\"search\\", \\"news\\", \\"places\\", \\"images\\", \\"videos\\", \\"shopping\\", \\"scholar\\", \\"patents\\" — any other value is rejected."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Serper API Key"}},"hostedApiKey":"always"},"servicenow_add_incident_comment":{"id":"servicenow_add_incident_comment","name":"Add ServiceNow Incident Comment","description":"Append an internal work note or a customer-visible additional comment to a ServiceNow incident. Both are journal fields, so the text is appended rather than replacing earlier entries.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"comment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text to append to the journal field."},"commentField":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which journal field to write to: \\"work_notes\\" for an internal note (default) or \\"comments\\" for a customer-visible additional comment."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_aggregate":{"id":"servicenow_aggregate","name":"Aggregate ServiceNow Records","description":"Compute aggregate statistics (count, sum, average, min, max, group by) over a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, change_request, task)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string to filter records before aggregating (e.g., \\"active=true\\")"},"count":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return the count of matching records"},"groupBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to group results by (e.g., category,priority)"},"avgFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to average (e.g., reassignment_count)"},"sumFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to sum"},"minFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the minimum of"},"maxFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the maximum of"},"having":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter on aggregate results, written as aggregate^field^operator^value and comma-separated for more than one (e.g., \\"count^priority^>^3\\" or \\"count^state^=^1,avg^priority^>^3\\")"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for grouped reference fields: \\"true\\", \\"false\\", or \\"all\\""}},"hostedApiKey":"none"},"servicenow_close_incident":{"id":"servicenow_close_incident","name":"Close ServiceNow Incident","description":"Move a ServiceNow incident to Closed (state 7) with a resolution code and resolution notes. Which roles may close an incident is instance-configurable, so the credential may need elevated rights.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"closeCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution code (close_code). This is a choice field whose values are configured per instance — read the choice list on your incident table and pass one of its values."},"closeNotes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution notes (close_notes) documenting how the incident was resolved."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional internal work note to append."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_create_change_request":{"id":"servicenow_create_change_request","name":"Create ServiceNow Change Request","description":"Create a change request in ServiceNow. Reference fields (assignment group, assigned to, requested by, configuration item) take sys_ids unless input display value is enabled.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"shortDescription":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short description — the one-line summary of the change."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Detailed description of the change."},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change type: \\"normal\\", \\"standard\\", or \\"emergency\\"."},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change category."},"risk":{"type":"string","required":false,"visibility":"user-or-llm","description":"Risk coded value. The choice list is configured per instance."},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact: 1 (High), 2 (Medium), or 3 (Low)."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority coded value 1-5 (1 Critical … 5 Planning)."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignment group (assignment_group) — sys_id of the sys_user_group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assigned to (assigned_to) — sys_id of the sys_user."},"requestedBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Requested by (requested_by) — sys_id of the sys_user."},"cmdbCi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Configuration item (cmdb_ci) — sys_id of the CI being changed."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned start date (start_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned end date (end_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"justification":{"type":"string","required":false,"visibility":"user-or-llm","description":"Justification for making the change."},"implementationPlan":{"type":"string","required":false,"visibility":"user-or-llm","description":"Implementation plan."},"backoutPlan":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backout plan."},"testPlan":{"type":"string","required":false,"visibility":"user-or-llm","description":"Test plan."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_create_incident":{"id":"servicenow_create_incident","name":"Create ServiceNow Incident","description":"Create an incident in ServiceNow. Reference fields (caller, assignment group, assigned to, configuration item) take sys_ids unless input display value is enabled.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"shortDescription":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short description — the one-line summary of the incident."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Detailed description of the incident."},"callerId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Caller (caller_id) — sys_id of the sys_user who reported the incident. Use Find ServiceNow User to resolve an email address to a sys_id."},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"Category (e.g., inquiry, software, hardware, network, database)."},"subcategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subcategory, valid for the selected category."},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact: 1 (High), 2 (Medium), or 3 (Low)."},"urgency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Urgency: 1 (High), 2 (Medium), or 3 (Low)."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority 1-5 (1 Critical … 5 Planning). Normally derived from impact and urgency, so prefer setting those."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Incident state coded value. Base system: 1=New, 2=In Progress, 3=On Hold, 6=Resolved, 7=Closed, 8=Canceled. Defaults to New."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignment group (assignment_group) — sys_id of the sys_user_group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assigned to (assigned_to) — sys_id of the sys_user."},"cmdbCi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Configuration item (cmdb_ci) — sys_id of the affected CI."},"businessService":{"type":"string","required":false,"visibility":"user-or-llm","description":"Service (business_service) — sys_id of the affected business service."},"contactType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Channel (contact_type), e.g., email, phone, self-service, chat."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal work note to record on creation."},"comments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Customer-visible additional comment to record on creation."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_create_record":{"id":"servicenow_create_record","name":"Create ServiceNow Record","description":"Create a new record in a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user)"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to set on the record as JSON object (e.g., {\\"short_description\\": \\"Issue title\\", \\"priority\\": \\"1\\"})"}},"hostedApiKey":"none"},"servicenow_delete_record":{"id":"servicenow_delete_record","name":"Delete ServiceNow Record","description":"Delete a record from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record sys_id to delete (e.g., 6816f79cc0a8016401c5a33be04be441)"}},"hostedApiKey":"none"},"servicenow_download_attachment":{"id":"servicenow_download_attachment","name":"Download ServiceNow Attachment","description":"Download an attachment file from ServiceNow by its sys_id","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"attachmentSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the attachment to download (from List Attachments)"}},"hostedApiKey":"none"},"servicenow_find_user":{"id":"servicenow_find_user","name":"Find ServiceNow User","description":"Look up ServiceNow users by email, user name, or display name. Use this to resolve the sys_id needed by reference fields such as caller_id, assigned_to, and approver.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact email address to match."},"userName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact user name (user_name) to match."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the display name using the ServiceNow LIKE operator, which matches anywhere in the field."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") users."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_get_change_next_states":{"id":"servicenow_get_change_next_states","name":"Get ServiceNow Change Next States","description":"Read the states a ServiceNow change request can actually move to next, with the instance\'s own state-to-label map and the conditions each transition still has to meet. Use this instead of assuming the base-system state codes, which a customized change model can change.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"changeSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the change request. Use Get ServiceNow Change Request to resolve a CHG number to its sys_id."}},"hostedApiKey":"none"},"servicenow_get_change_request":{"id":"servicenow_get_change_request","name":"Get ServiceNow Change Request","description":"Retrieve a single ServiceNow change request by number (e.g., CHG0030001) or sys_id. Reference fields are returned with both their sys_id and their label by default.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record sys_id. Provide either this or the record number."},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001). Provide either this or the sys_id."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_get_ci":{"id":"servicenow_get_ci","name":"Get ServiceNow Configuration Item","description":"Retrieve a configuration item and its CMDB relationships through the CMDB Instance API. Returns the CI attributes plus its inbound and outbound relations, each carrying the related CI and the relationship type.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"ciClass":{"type":"string","required":true,"visibility":"user-or-llm","description":"CMDB class (table) the CI belongs to, e.g., cmdb_ci_linux_server. Read it from the sys_class_name field returned by Search ServiceNow Configuration Items."},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the configuration item to retrieve."}},"hostedApiKey":"none"},"servicenow_get_incident":{"id":"servicenow_get_incident","name":"Get ServiceNow Incident","description":"Retrieve a single ServiceNow incident by number (e.g., INC0010001) or sys_id. Reference fields are returned with both their sys_id and their label by default.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record sys_id. Provide either this or the record number."},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001). Provide either this or the sys_id."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_get_knowledge_article":{"id":"servicenow_get_knowledge_article","name":"Get ServiceNow Knowledge Article","description":"Retrieve the full content of a ServiceNow knowledge article by sys_id or KB number through the Knowledge Management API.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"articleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id or KB number of the knowledge article (e.g., KB0000011)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated kb_knowledge fields to include alongside the article content (e.g., workflow_state,author)."},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter ISO 639-1 language code. Only applies when the article is addressed by KB number and a translation exists."},"updateView":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to increment the article view count and record an entry in the Knowledge Use [kb_use] table."}},"hostedApiKey":"none"},"servicenow_get_requested_item":{"id":"servicenow_get_requested_item","name":"Get ServiceNow Requested Item","description":"Retrieve a single ServiceNow requested item (RITM) by number (e.g., RITM0010001) or sys_id from the Requested Item [sc_req_item] table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record sys_id. Provide either this or the record number."},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001). Provide either this or the sys_id."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_approvals":{"id":"servicenow_list_approvals","name":"List ServiceNow Approvals","description":"List approval records from the ServiceNow Approval [sysapproval_approver] table. Defaults to the \\"requested\\" state, which is what a user\'s pending approvals look like.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"approverSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the approver (sys_user) whose approvals should be listed. Use Find ServiceNow User to resolve an email address to a sys_id."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Approval state: \\"requested\\" (pending, the default), \\"approved\\", or \\"rejected\\". Pass an empty string with a custom query to list every state."},"approvalFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the record being approved, matched against the sysapproval reference field."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_attachments":{"id":"servicenow_list_attachments","name":"List ServiceNow Attachments","description":"List the attachments on a ServiceNow record","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table that owns the record (e.g., incident, change_request)"},"recordSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record whose attachments should be listed"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of attachments to return"}},"hostedApiKey":"none"},"servicenow_list_catalog_items":{"id":"servicenow_list_catalog_items","name":"List ServiceNow Catalog Items","description":"Browse or search the ServiceNow service catalog. Returns each item with its sys_id, name, description, type, category, and catalogs, which is what Order ServiceNow Catalog Item needs.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to search for in the catalog items (e.g., \\"iPhone\\")."},"catalogSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a specific catalog, by catalog sys_id."},"categorySysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a specific category, by category sys_id."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to return (sysparm_limit)."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to skip for pagination (sysparm_offset)."}},"hostedApiKey":"none"},"servicenow_list_change_requests":{"id":"servicenow_list_change_requests","name":"List ServiceNow Change Requests","description":"Search ServiceNow change requests by state, type, risk, assignment, or text. All filters are ANDed together.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the change short description using the ServiceNow LIKE operator, which matches anywhere in the field."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change state coded value. Base system: -5=New, -4=Assess, -3=Authorize, -2=Scheduled, -1=Implement, 0=Review, 3=Closed, 4=Canceled."},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change type: \\"normal\\", \\"standard\\", or \\"emergency\\"."},"risk":{"type":"string","required":false,"visibility":"user-or-llm","description":"Risk coded value. The choice list is configured per instance."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assignment group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assigned user."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") change requests."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_change_tasks":{"id":"servicenow_list_change_tasks","name":"List ServiceNow Change Tasks","description":"List the change tasks belonging to a ServiceNow change request, via the Change Management API. Every field is returned as {value, display_value}, so a reference field carries both its sys_id and its label. This endpoint is not the Table API: the shape is fixed with no display-value option, and the results come back under `tasks` rather than the `records` the other list operations use.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"changeSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the change request whose tasks should be listed."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"ServiceNow encoded query used to filter the tasks (e.g., \\"active=true^ORDERBYnumber\\")."},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort the returned tasks by."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of tasks to return (sysparm_limit). ServiceNow defaults to 500."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tasks to skip for pagination (sysparm_offset)."}},"hostedApiKey":"none"},"servicenow_list_ci_relationships":{"id":"servicenow_list_ci_relationships","name":"List ServiceNow CI Relationships","description":"List rows from the CI Relationship [cmdb_rel_ci] table for a configuration item. Each row carries the parent CI, the child CI, and the relationship type.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"ciSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the configuration item whose relationships should be listed."},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which side of the relationship the CI sits on: \\"parent\\", \\"child\\", or \\"both\\" (default). \\"both\\" matches rows where the CI is either the parent or the child."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). 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Each row links a user to a group, so use it to find who can be assigned work for an assignment group.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"groupSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the sys_user_group whose members should be listed."},"groupName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact group name, resolved against the referenced group record. Provide this or the group sys_id."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_incidents":{"id":"servicenow_list_incidents","name":"List ServiceNow Incidents","description":"Search ServiceNow incidents by state, priority, assignment, caller, or text. All filters are ANDed together.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the incident short description using the ServiceNow LIKE operator, which matches anywhere in the field."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Incident state coded value. Base system: 1=New, 2=In Progress, 3=On Hold, 6=Resolved, 7=Closed, 8=Canceled."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority coded value 1-5 (1 Critical … 5 Planning)."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assignment group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assigned user."},"callerId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the caller."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") incidents."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_requested_items":{"id":"servicenow_list_requested_items","name":"List ServiceNow Requested Items","description":"List requested items (RITMs) from the ServiceNow Requested Item [sc_req_item] table, optionally scoped to a parent request or a catalog item. To scope by requester, pass an encoded query against the parent request, for example \\"request.requested_for=<sys_id>\\".","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"requestSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the parent request (sc_request) whose items should be listed."},"catalogItemSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the catalog item (cat_item) to filter by."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") requested items."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_order_catalog_item":{"id":"servicenow_order_catalog_item","name":"Order ServiceNow Catalog Item","description":"Submit a service catalog request for a catalog item using the Service Catalog API order_now endpoint. Returns the generated request number and sys_id.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"catalogItemSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the catalog item to order. Use List ServiceNow Catalog Items to find it."},"quantity":{"type":"number","required":false,"visibility":"user-or-llm","description":"Quantity to order. Must not be negative. Defaults to 1."},"requestedFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the sys_user the item is ordered for. Ordering on behalf of another user is governed by the glide.sc.req_for.roles instance properties."},"variables":{"type":"json","required":false,"visibility":"user-or-llm","description":"Name-value pairs for the catalog item variables, as a JSON object (e.g., {\\"data_plan\\": \\"500MB\\"}). All variables the item marks mandatory must be supplied."}},"hostedApiKey":"none"},"servicenow_read_record":{"id":"servicenow_read_record","name":"Read ServiceNow Records","description":"Read records from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific record sys_id (e.g., 6816f79cc0a8016401c5a33be04be441)"},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string (e.g., \\"active=true^priority=1\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (e.g., 0, 10, 20)"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., sys_id,number,short_description,state)"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for reference fields: \\"true\\" (display only), \\"false\\" (sys_id only), or \\"all\\" (both)"}},"hostedApiKey":"none"},"servicenow_resolve_incident":{"id":"servicenow_resolve_incident","name":"Resolve ServiceNow Incident","description":"Move a ServiceNow incident to Resolved (state 6) with a resolution code and resolution notes.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"closeCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution code (close_code). This is a choice field whose values are configured per instance — read the choice list on your incident table and pass one of its values."},"closeNotes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution notes (close_notes) documenting how the incident was resolved."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional internal work note to append."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_search_cis":{"id":"servicenow_search_cis","name":"Search ServiceNow Configuration Items","description":"Search the ServiceNow CMDB for configuration items. Defaults to the base cmdb_ci table, which returns CIs of every class; pass a CI class to scope the search to a subclass such as cmdb_ci_linux_server.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"ciClass":{"type":"string","required":false,"visibility":"user-or-llm","description":"CMDB class (table) to search, e.g., cmdb_ci_linux_server or cmdb_ci_app_server. Defaults to cmdb_ci, which covers every CI class."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the CI name using the ServiceNow LIKE operator, which matches anywhere in the field."},"operationalStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Operational status coded value (operational_status). The choice list is configured per instance."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_search_knowledge":{"id":"servicenow_search_knowledge","name":"Search ServiceNow Knowledge","description":"Search ServiceNow knowledge base articles through the Knowledge Management API. Returns ranked results with a snippet and the article number, which Get ServiceNow Knowledge Article accepts to fetch the full body.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to search for across knowledge articles."},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query used to filter the results, against the Knowledge [kb_knowledge] table (e.g., \\"workflow_state=published\\")."},"knowledgeBaseSysIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated knowledge base sys_ids (from kb_knowledge_base) to restrict results to."},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated ISO 639-1 language codes to restrict results to, or \\"all\\". Defaults to the session language."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated kb_knowledge fields to include in each result (e.g., workflow_state,kb_category)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of articles to return. ServiceNow defaults to 30."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of articles to skip for pagination."}},"hostedApiKey":"none"},"servicenow_update_approval":{"id":"servicenow_update_approval","name":"Approve or Reject ServiceNow Approval","description":"Approve or reject a ServiceNow approval record by setting its state on the Approval [sysapproval_approver] table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"approvalSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the approval record on the sysapproval_approver table. Use List ServiceNow Approvals to find it."},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"Decision to record: \\"approved\\" or \\"rejected\\"."},"comments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment to record alongside the decision. This is a journal field."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_update_change_request":{"id":"servicenow_update_change_request","name":"Update ServiceNow Change Request","description":"Update fields on an existing ServiceNow change request. Only the fields you supply are changed. Use Move ServiceNow Change State for state transitions.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"shortDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"New short description."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New detailed description."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change state coded value. Base system: -5=New, -4=Assess, -3=Authorize, -2=Scheduled, -1=Implement, 0=Review, 3=Closed, 4=Canceled."},"risk":{"type":"string","required":false,"visibility":"user-or-llm","description":"Risk coded value. The choice list is configured per instance."},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact: 1 (High), 2 (Medium), or 3 (Low)."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority coded value 1-5 (1 Critical … 5 Planning)."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignment group (assignment_group) — sys_id of the sys_user_group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assigned to (assigned_to) — sys_id of the sys_user."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned start date (start_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned end date (end_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"closeCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close code: \\"successful\\", \\"successful_issues\\", or \\"unsuccessful\\". Required when closing a change."},"closeNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close notes describing the outcome of the change."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal work note to append."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_update_change_state":{"id":"servicenow_update_change_state","name":"Move ServiceNow Change State","description":"Move a ServiceNow change request to another state. 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Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the alerting saved search (e.g. Errors in the last 24 hours). Use - to return the fired alerts of every saved search — this endpoint documents \\"Request parameters: None\\", so there is no count or offset to bound that with. Name one saved search unless you really want all of them."}},"hostedApiKey":"none"},"splunk_get_saved_search":{"id":"splunk_get_saved_search","name":"Splunk Get Saved Search","description":"Get the configuration of a single Splunk saved search by name, including its SPL, schedule, and alert settings.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the saved search (e.g. Errors in the last 24 hours)"}},"hostedApiKey":"none"},"splunk_get_search_job":{"id":"splunk_get_search_job","name":"Splunk Get Search Job","description":"Get the status and progress of a Splunk search job by search ID, including dispatch state, completion progress, and event/result counts.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"sid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search ID of the job to inspect (e.g. 1457683115.100)"}},"hostedApiKey":"none"},"splunk_get_search_results":{"id":"splunk_get_search_results","name":"Splunk Get Search Results","description":"Fetch the transformed results of a completed Splunk search job by search ID, with pagination.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"sid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search ID of the job whose results to fetch (e.g. 1457683115.100)"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of result rows to return. Defaults to 100. Page through larger result sets with offset rather than raising this — a completed job can hold millions of rows. 0 is rejected here even though Splunk reads it as \\"every row\\"."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"First result row (0-indexed) from which to begin returning data"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return for each row (e.g. _time,host,source). Returns all fields when omitted."},"addSummaryToMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include field summary statistics in the response"}},"hostedApiKey":"none"},"splunk_list_apps":{"id":"splunk_list_apps","name":"Splunk List Apps","description":"List the apps installed on the Splunk instance with their label, version, author, and enabled state.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of apps to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first app to return, for pagination"}},"hostedApiKey":"none"},"splunk_list_fired_alerts":{"id":"splunk_list_fired_alerts","name":"Splunk List Fired Alerts","description":"List the saved searches with currently triggered (unexpired) Splunk alerts and how many times each has fired.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of entries to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first entry to return, for pagination"}},"hostedApiKey":"none"},"splunk_list_indexes":{"id":"splunk_list_indexes","name":"Splunk List Indexes","description":"List the indexes configured on the Splunk instance with their size, event count, and retention settings.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"datatype":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter indexes by type: all, event, or metric. Splunk defaults to event, so pass all to include metric indexes."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of indexes to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first entry to return, for pagination"}},"hostedApiKey":"none"},"splunk_list_saved_searches":{"id":"splunk_list_saved_searches","name":"Splunk List Saved Searches","description":"List saved searches and reports configured in Splunk, including their SPL, schedule, and alert configuration.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter saved searches. A bare term matches as a substring across fields (e.g. Errors); field_name=field_value matches one field (e.g. is_scheduled=1)."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of saved searches to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first saved search to return, for pagination"}},"hostedApiKey":"none"},"splunk_run_search":{"id":"splunk_run_search","name":"Splunk Run Search","description":"Run an SPL search synchronously and return its results in a single call (oneshot mode). A oneshot search buffers the whole result set in one response with no paging, so use it for short searches; for anything large use Create Search Job with Get Search Results, which defaults to 100 rows and pages with offset.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"search":{"type":"string","required":true,"visibility":"user-or-llm","description":"SPL search string (e.g. index=main error | stats count by host). The leading \\"search\\" command is added automatically when omitted."},"earliestTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest (inclusive) time bound — relative (e.g. -24h, -7d@d) or absolute epoch/formatted time"},"latestTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest (exclusive) time bound — relative (e.g. now) or absolute time"},"adhocSearchLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search mode: verbose, fast, or smart. Defaults to fast."},"autoCancel":{"type":"number","required":false,"visibility":"user-or-llm","description":"Cancel the search after this many seconds of inactivity (e.g. 60). 0 never auto-cancels."},"maxCount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of events accessible in any given status bucket, and in transforming mode the maximum number of results to store. Defaults to 10000."}},"hostedApiKey":"none"},"sportmonks_core_get_cities":{"id":"sportmonks_core_get_cities","name":"Get Cities","description":"Retrieve all cities from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. region)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filters to apply"},"per_page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results per page (max 50, default 25)"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number to retrieve"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order direction (asc or desc)"}},"hostedApiKey":"none"},"sportmonks_core_get_city":{"id":"sportmonks_core_get_city","name":"Get City by ID","description":"Retrieve a single city by its ID from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"cityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique id of the city"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. region)"}},"hostedApiKey":"none"},"sportmonks_core_get_continent":{"id":"sportmonks_core_get_continent","name":"Get Continent by ID","description":"Retrieve a single continent by its ID from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"continentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique id of the continent"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. countries)"}},"hostedApiKey":"none"},"sportmonks_core_get_continents":{"id":"sportmonks_core_get_continents","name":"Get Continents","description":"Retrieve all continents from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. countries)"},"per_page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results per page (max 50, default 25)"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number 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Sent to the API as an array."},"industryCodes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Industry codes — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country name"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province"},"metroRegion":{"type":"string","required":false,"visibility":"user-or-llm","description":"US/Canada metro region"},"revenueMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum annual revenue in thousands USD"},"revenueMax":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum annual revenue in thousands USD"},"employeeRangeMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum employee count"},"employeeRangeMax":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum employee count"},"excludeDefunctCompanies":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Exclude inactive companies"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order (asc or desc)"}},"hostedApiKey":"none"},"zoominfo_search_contacts":{"id":"zoominfo_search_contacts","name":"ZoomInfo Search Contacts","description":"Search ZoomInfo for contacts (people) by name, job title, company, and other filters. Does not return emails or phone numbers — use Enrich Contacts for engagement data.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"fullName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Full name"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"managementLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Management level — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"companyId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ZoomInfo company ID"},"companyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name"},"contactAccuracyScoreMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum accuracy score (70-99)"},"requiredFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fields that must exist in results — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"excludePartialProfiles":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Exclude partial profiles"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order (asc or desc)"}},"hostedApiKey":"none"},"zoominfo_search_intent":{"id":"zoominfo_search_intent","name":"ZoomInfo Search Intent","description":"Search for companies showing intent signals on specific topics.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"topics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Up to 50 intent topics as JSON array or comma-separated list (e.g. [\\"CRM Software\\",\\"Marketing Automation\\"])"},"signalStartDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest signal date (YYYY-MM-DD)"},"signalEndDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest signal date (YYYY-MM-DD)"},"signalScoreMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum signal score (60-100)"},"signalScoreMax":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum signal score (60-100)"},"audienceStrengthMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Minimum audience strength (A-E, A is largest)"},"audienceStrengthMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum audience strength (A-E, A is largest)"},"findRecommendedContacts":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include recommended contacts (default true)"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country filter"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"State filter"},"industryCodes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Industry codes — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"}},"hostedApiKey":"none"},"zoominfo_search_news":{"id":"zoominfo_search_news","name":"ZoomInfo Search News","description":"Search ZoomInfo news articles by category, URL, or date range.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"categories":{"type":"string","required":false,"visibility":"user-or-llm","description":"News categories as JSON array or comma-separated list"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"News source URLs as JSON array or comma-separated list"},"pageDateMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest publish date (YYYY-MM-DD)"},"pageDateMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest publish date (YYYY-MM-DD)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"}},"hostedApiKey":"none"}}'
 )
 
 export default toolMetadata
diff --git a/apps/sim/tools/knowledge/search.ts b/apps/sim/tools/knowledge/search.ts
index 511fb91d26f..ba3f680274b 100644
--- a/apps/sim/tools/knowledge/search.ts
+++ b/apps/sim/tools/knowledge/search.ts
@@ -7,7 +7,7 @@ import type { InternalToolConfig } from '@/tools/types'
 export const knowledgeSearchTool: InternalToolConfig<any, KnowledgeSearchResponse> = {
   id: 'knowledge_search',
   name: 'Knowledge Search',
-  description: 'Search for similar content in a knowledge base using vector similarity',
+  description: 'Search for similar content in a knowledge base by relevance',
   version: '1.0.0',
 
   params: {
@@ -47,7 +47,7 @@ export const knowledgeSearchTool: InternalToolConfig<any, KnowledgeSearchRespons
       required: false,
       visibility: 'user-only',
       description:
-        "Retrieval mode: 'hybrid' (default) fuses a full-text leg with semantic similarity, 'vector' uses semantic similarity only",
+        "Retrieval mode: 'hybrid' fuses a full-text leg with semantic similarity, 'vector' uses semantic similarity only; omit for the workspace's default",
     },
     rerankerEnabled: {
       type: 'boolean',
diff --git a/packages/db/schema.ts b/packages/db/schema.ts
index 5bf47b1108b..8ed3fe7ff72 100644
--- a/packages/db/schema.ts
+++ b/packages/db/schema.ts
@@ -4790,7 +4790,11 @@ export const knowledgeConnectorMember = pgTable(
     /** `active`, `suspended`, or `disabled`. */
     status: text('status').notNull().default('active'),
     consecutiveFailures: integer('consecutive_failures').notNull().default(0),
-    /** Back-off gate for the per-member queue; NULL means due now. */
+    /**
+     * When the member is next due. NULL means "with the connector's next run":
+     * a new member, or one that completed on a manual-only connector. An explicit
+     * time that has passed is what keeps a connector re-dispatching itself.
+     */
     nextAttemptAt: timestamp('next_attempt_at'),
     lastStartedAt: timestamp('last_started_at'),
     /** Last listing that was full, complete, and not suspect — the only kind that may remove observations. */
diff --git a/packages/sim-cli/src/generated/v2-api.ts b/packages/sim-cli/src/generated/v2-api.ts
index 64a054f63cf..3945b3706ab 100644
--- a/packages/sim-cli/src/generated/v2-api.ts
+++ b/packages/sim-cli/src/generated/v2-api.ts
@@ -13379,7 +13379,6 @@ export const V2_OPERATIONS = {
       },
       searchMode: {
         kind: 'enum',
-        default: 'hybrid',
         describe:
           'Retrieval strategy: vector is semantic-only, while hybrid also runs full-text search.',
       },

From 65df840eacd342ab097c067bf5255a391875a51d Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 20:22:25 -0700
Subject: [PATCH 15/76] test(knowledge): cover retrieval default resolution
 behind the flag

---
 .../sim/lib/knowledge/search/defaults.test.ts | 72 +++++++++++++++++++
 1 file changed, 72 insertions(+)
 create mode 100644 apps/sim/lib/knowledge/search/defaults.test.ts

diff --git a/apps/sim/lib/knowledge/search/defaults.test.ts b/apps/sim/lib/knowledge/search/defaults.test.ts
new file mode 100644
index 00000000000..0cac51ff9c1
--- /dev/null
+++ b/apps/sim/lib/knowledge/search/defaults.test.ts
@@ -0,0 +1,72 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockAvailable } = vi.hoisted(() => ({ mockAvailable: vi.fn() }))
+
+vi.mock('@/lib/knowledge/access/availability', () => ({
+  isKnowledgeMemberAccessAvailable: mockAvailable,
+}))
+
+import { resolveKnowledgeSearchDefaults } from '@/lib/knowledge/search/defaults'
+
+describe('resolveKnowledgeSearchDefaults', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+  })
+
+  it('stays semantic-only with no boost where the feature is off', async () => {
+    mockAvailable.mockResolvedValue(false)
+    await expect(
+      resolveKnowledgeSearchDefaults({
+        workspaceId: 'ws-1',
+        userId: 'u-1',
+        requestedMode: undefined,
+      })
+    ).resolves.toEqual({ searchMode: 'vector', boostRecency: false })
+    expect(mockAvailable).toHaveBeenCalledWith({ workspaceId: 'ws-1', userId: 'u-1' })
+  })
+
+  it('defaults to hybrid with the recency boost where the feature is on', async () => {
+    mockAvailable.mockResolvedValue(true)
+    await expect(
+      resolveKnowledgeSearchDefaults({
+        workspaceId: 'ws-1',
+        userId: undefined,
+        requestedMode: undefined,
+      })
+    ).resolves.toEqual({ searchMode: 'hybrid', boostRecency: true })
+    expect(mockAvailable).toHaveBeenCalledWith({ workspaceId: 'ws-1', userId: undefined })
+  })
+
+  it('keeps an explicit mode either way', async () => {
+    mockAvailable.mockResolvedValue(true)
+    await expect(
+      resolveKnowledgeSearchDefaults({
+        workspaceId: 'ws-1',
+        userId: 'u-1',
+        requestedMode: 'vector',
+      })
+    ).resolves.toEqual({ searchMode: 'vector', boostRecency: true })
+    mockAvailable.mockResolvedValue(false)
+    await expect(
+      resolveKnowledgeSearchDefaults({
+        workspaceId: 'ws-1',
+        userId: 'u-1',
+        requestedMode: 'hybrid',
+      })
+    ).resolves.toEqual({ searchMode: 'hybrid', boostRecency: false })
+  })
+
+  it('never consults the flag without a workspace, and reads as off', async () => {
+    await expect(
+      resolveKnowledgeSearchDefaults({
+        workspaceId: undefined,
+        userId: 'u-1',
+        requestedMode: undefined,
+      })
+    ).resolves.toEqual({ searchMode: 'vector', boostRecency: false })
+    expect(mockAvailable).not.toHaveBeenCalled()
+  })
+})

From a6dda5c2390fc14cf980155491d870ad0504af19 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 20:32:36 -0700
Subject: [PATCH 16/76] fix(knowledge): judge members mode by the workspace
 alone and fail closed when the flag is off

Members mode is gated by the workspace at creation, switching, in the
member engine, and in the workspace host context, so no gate can open a
mode another will refuse; the flag's admin clause now affects only the
retrieval default, and search passes the signed-in person rather than a
billing owner or key creator. Member tokens count only where the feature
is on, so turning it off hides member-scoped documents on the next read.
New and reactivated members are due at once so a drain re-dispatches
until everyone has been listed. Leaving members mode flips first under
the lease with the rewrite marked pending, then rewrites; a failed move
between options of one group restores the previous option. The edit modal
closes after a switch and cannot re-choose per-member where the flag is
off; connector document exclusion honours the caller's scope.
---
 .../app/api/v1/knowledge/search/route.test.ts |   2 +
 apps/sim/app/api/v1/knowledge/search/route.ts |   8 +-
 .../connector-access-field.tsx                |  11 +-
 .../edit-connector-modal.tsx                  |  16 ++-
 apps/sim/blocks/blocks/knowledge.ts           |   3 +-
 .../sim/lib/api/contracts/knowledge/search.ts |   3 +-
 apps/sim/lib/core/config/feature-flags.ts     |   7 +-
 apps/sim/lib/knowledge/access/availability.ts |  17 +--
 apps/sim/lib/knowledge/access/scope.test.ts   |   9 ++
 apps/sim/lib/knowledge/access/scope.ts        |  16 ++-
 .../knowledge/application/connector-access.ts |   3 +-
 .../lib/knowledge/application/connectors.ts   |   4 +-
 apps/sim/lib/knowledge/application/search.ts  |   5 +-
 .../connectors/member-sync-engine.ts          |  48 ++++----
 .../orchestration/connector-access.test.ts    |  10 +-
 .../orchestration/connector-access.ts         | 104 ++++++++++++------
 apps/sim/lib/knowledge/search/defaults.ts     |   7 +-
 apps/sim/lib/workspaces/host-context.ts       |   2 +-
 18 files changed, 180 insertions(+), 95 deletions(-)

diff --git a/apps/sim/app/api/v1/knowledge/search/route.test.ts b/apps/sim/app/api/v1/knowledge/search/route.test.ts
index 484b8f39739..cabb7b98df9 100644
--- a/apps/sim/app/api/v1/knowledge/search/route.test.ts
+++ b/apps/sim/app/api/v1/knowledge/search/route.test.ts
@@ -69,6 +69,8 @@ vi.mock('@/lib/knowledge/embeddings', () => ({
 vi.mock('@/app/api/v1/middleware', () => ({
   authenticateRequest: mockAuthenticateRequest,
   validateWorkspaceAccess: mockValidateWorkspaceAccess,
+  capabilityGovernedUserId: (rateLimit: { keyType?: string; userId?: string }) =>
+    rateLimit.keyType === 'workspace' ? null : (rateLimit.userId ?? null),
   v1ValidationErrorResponse: (e: { issues: unknown[] }) =>
     NextResponse.json({ error: 'Validation error', details: e.issues }, { status: 400 }),
 }))
diff --git a/apps/sim/app/api/v1/knowledge/search/route.ts b/apps/sim/app/api/v1/knowledge/search/route.ts
index 2595683318c..5cd1b364309 100644
--- a/apps/sim/app/api/v1/knowledge/search/route.ts
+++ b/apps/sim/app/api/v1/knowledge/search/route.ts
@@ -23,6 +23,7 @@ import { checkKnowledgeBaseAccess, type KnowledgeBaseAccessResult } from '@/app/
 import { handleError, resolveV1KnowledgeAccessScope } from '@/app/api/v1/knowledge/utils'
 import {
   authenticateRequest,
+  capabilityGovernedUserId,
   v1ValidationErrorResponse,
   validateWorkspaceAccess,
 } from '@/app/api/v1/middleware'
@@ -199,7 +200,12 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
     let queryEmbeddingIsBYOK: boolean | null = null
     const [access, { searchMode, boostRecency }] = await Promise.all([
       resolveV1KnowledgeAccessScope(userId, rateLimit, workspaceId),
-      resolveKnowledgeSearchDefaults({ workspaceId, userId, requestedMode: requestedSearchMode }),
+      resolveKnowledgeSearchDefaults({
+        workspaceId,
+        /** A personal key acts as its user; a workspace key has no person behind it. */
+        userId: capabilityGovernedUserId(rateLimit) ?? undefined,
+        requestedMode: requestedSearchMode,
+      }),
     ])
 
     if (!hasQuery && hasFilters) {
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx
index db153fd357a..d4a0bde9187 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx
@@ -62,6 +62,8 @@ interface ConnectorAccessFieldProps {
   /** Only an admin may put a connector into members mode. */
   canAdmin: boolean
   disabled?: boolean
+  /** Whether per-member access may be chosen; false leaves only the way back to workspace access. */
+  allowMembers?: boolean
   /** Rendered under the selection, for a caller that applies the change with its own control. */
   footer?: ReactNode
 }
@@ -81,6 +83,7 @@ export function ConnectorAccessField({
   onChange,
   canAdmin,
   disabled = false,
+  allowMembers = true,
   footer,
 }: ConnectorAccessFieldProps) {
   const { features } = useWorkspaceHostContext()
@@ -139,7 +142,8 @@ export function ConnectorAccessField({
     )
   }
 
-  const noGroupYet = !isLoading && !loadError && options.length === 0
+  /** Only a loaded, empty list means there is no group to pick; a disabled query says nothing. */
+  const noGroupYet = settings !== undefined && options.length === 0
   const settingsHref = `/workspace/${workspaceId}/settings/credential-groups`
 
   const handleCreateGroup = () => {
@@ -190,7 +194,10 @@ export function ConnectorAccessField({
           <ButtonGroupItem value='workspace' disabled={disabled}>
             Workspace
           </ButtonGroupItem>
-          <ButtonGroupItem value='members' disabled={disabled || !credentialGroupsAvailable}>
+          <ButtonGroupItem
+            value='members'
+            disabled={disabled || !allowMembers || !credentialGroupsAvailable}
+          >
             Per member
           </ButtonGroupItem>
         </ButtonGroup>
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
index c0550872bfa..8029c4c2c5c 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
@@ -232,11 +232,12 @@ export function EditConnectorModal({
   const { mutate: updateAccess, isPending: isSwitchingAccess } = useUpdateConnectorAccess()
   const isSaving = isSavingSettings || isSwitchingAccess
   /**
-   * The field shows where the flag is on, and stays visible read-only for a
-   * connector already syncing per member where it has since been turned off.
+   * The field shows where the flag is on. A connector already syncing per
+   * member keeps it where the flag has since been turned off, so an admin can
+   * still bring it back to workspace mode; per-member cannot be re-chosen.
    */
-  const showAccessField =
-    features?.knowledgeMemberAccess === true || connector.accessMode === 'members'
+  const memberAccessAvailable = features?.knowledgeMemberAccess === true
+  const showAccessField = memberAccessAvailable || connector.accessMode === 'members'
 
   const hasMaxAccess = hasWorkspaceMaxConnectorAccess(ownerBilling)
 
@@ -350,7 +351,8 @@ export function EditConnectorModal({
               },
       },
       {
-        onSuccess: () => setWorkspaceCredentialId(null),
+        /** The connector prop is a snapshot; closing hands the refreshed row to the next open. */
+        onSuccess: () => onOpenChange(false),
         onError: (err) => {
           logger.error('Failed to switch connector access', { error: err.message })
           setError(err.message)
@@ -404,6 +406,7 @@ export function EditConnectorModal({
             onAccessChange={setAccess}
             canAdmin={canAdmin}
             showAccessField={showAccessField}
+            allowMembers={memberAccessAvailable}
             accessDirty={accessDirty}
             accessComplete={accessComplete}
             isSwitchingAccess={isSwitchingAccess}
@@ -451,6 +454,7 @@ interface SettingsTabProps {
   onAccessChange: (access: ConnectorAccessSelection) => void
   canAdmin: boolean
   showAccessField: boolean
+  allowMembers: boolean
   accessDirty: boolean
   accessComplete: boolean
   isSwitchingAccess: boolean
@@ -480,6 +484,7 @@ function SettingsTab({
   onAccessChange,
   canAdmin,
   showAccessField,
+  allowMembers,
   accessDirty,
   accessComplete,
   isSwitchingAccess,
@@ -518,6 +523,7 @@ function SettingsTab({
           value={access}
           onChange={onAccessChange}
           canAdmin={canAdmin}
+          allowMembers={allowMembers}
           disabled={isSaving}
           footer={
             accessDirty ? (
diff --git a/apps/sim/blocks/blocks/knowledge.ts b/apps/sim/blocks/blocks/knowledge.ts
index ddba7c5dec6..6d1fea3ac36 100644
--- a/apps/sim/blocks/blocks/knowledge.ts
+++ b/apps/sim/blocks/blocks/knowledge.ts
@@ -540,7 +540,8 @@ export const KnowledgeBlock: BlockConfig = {
     tagFilters: { type: 'string', description: 'Tag filter criteria' },
     searchMode: {
       type: 'string',
-      description: 'Retrieval mode: vector only (default) or hybrid (full-text + vector)',
+      description:
+        "Retrieval mode: 'hybrid' (full-text + vector) or 'vector'; omitted, the workspace's default applies",
     },
     rerankerEnabled: { type: 'boolean', description: 'Apply Cohere reranking to search results' },
     rerankerModel: { type: 'string', description: 'Cohere rerank model identifier' },
diff --git a/apps/sim/lib/api/contracts/knowledge/search.ts b/apps/sim/lib/api/contracts/knowledge/search.ts
index 0909ec8ae38..a236923eeae 100644
--- a/apps/sim/lib/api/contracts/knowledge/search.ts
+++ b/apps/sim/lib/api/contracts/knowledge/search.ts
@@ -54,7 +54,8 @@ export const knowledgeSearchBodySchema = z
      * `hybrid` runs a full-text leg alongside semantic retrieval and fuses the
      * two by reciprocal rank, which recovers exact tokens (error codes, ticket
      * keys, identifiers) that embeddings rank poorly. `vector` is semantic-only
-     * retrieval. Omitted, the workspace's default applies.
+     * retrieval. Omitted, the workspace's default applies. Where that default
+     * is `hybrid`, results in either mode also get a source-recency boost.
      */
     searchMode: knowledgeSearchModeSchema,
     rerankerEnabled: z.boolean().optional().default(false),
diff --git a/apps/sim/lib/core/config/feature-flags.ts b/apps/sim/lib/core/config/feature-flags.ts
index aab00d1d8ad..e89751ab4b1 100644
--- a/apps/sim/lib/core/config/feature-flags.ts
+++ b/apps/sim/lib/core/config/feature-flags.ts
@@ -90,9 +90,10 @@ const FEATURE_FLAGS = {
       'Permission-aware knowledge bases: lets a workspace admin sync a connector once per ' +
       'Credential Group member so each person sees only what their own account can read, and ' +
       'makes hybrid retrieval with a source-recency boost the default for searches in that ' +
-      'workspace. Gated by workspaceId and platform admins via AppConfig; off-AppConfig falls ' +
-      'back to KNOWLEDGE_MEMBER_ACCESS. Requires the credential-groups flag for the connector ' +
-      'side to do anything.',
+      'workspace. Gated by workspaceId via AppConfig for members mode, which is judged by the ' +
+      'workspace alone; the adminEnabled clause additionally opens the retrieval default to a ' +
+      'platform admin anywhere. Off-AppConfig falls back to KNOWLEDGE_MEMBER_ACCESS. Requires ' +
+      'the credential-groups flag for the connector side to do anything.',
     fallback: 'KNOWLEDGE_MEMBER_ACCESS',
   },
 } satisfies Record<string, FeatureFlagDefinition>
diff --git a/apps/sim/lib/knowledge/access/availability.ts b/apps/sim/lib/knowledge/access/availability.ts
index b6f31798840..9af1410a7e1 100644
--- a/apps/sim/lib/knowledge/access/availability.ts
+++ b/apps/sim/lib/knowledge/access/availability.ts
@@ -1,10 +1,12 @@
 import { isFeatureEnabled } from '@/lib/core/config/feature-flags'
 
 /**
- * Who is asking, for the flag's workspace allowlist and platform-admin
- * clauses. `userId` is the signed-in user when there is one; an actorless
- * caller (a schedule, a cron, an API key) passes none and is judged by the
- * workspace alone.
+ * Who is asking. Members mode — creating, switching, syncing, and honouring
+ * member tokens — is judged by the workspace alone, because the member engine
+ * has no person to speak for and every gate must agree with it. Retrieval
+ * defaults pass the signed-in user as well, so the flag's platform-admin
+ * clause lets an admin try hybrid retrieval anywhere; an actorless caller
+ * (a schedule, a cron, a workspace API key) passes none.
  */
 export interface KnowledgeMemberAccessContext {
   workspaceId: string
@@ -15,9 +17,10 @@ export interface KnowledgeMemberAccessContext {
  * Whether permission-aware knowledge is on for this workspace: members-mode
  * connectors, their per-member change feeds, and hybrid-by-default retrieval
  * with the source-recency boost. Everything the feature adds checks this one
- * gate, so turning the flag off freezes members-mode connectors (their
- * documents stay hidden, nothing is deleted) and returns search to the
- * semantic-only default.
+ * gate. Turning the flag off hides every member-scoped document on the next
+ * read, disables each members-mode connector on its next run (members are
+ * suspended, nothing is deleted), and returns search to the semantic-only
+ * default; a disabled connector is re-enabled by switching its access again.
  */
 export async function isKnowledgeMemberAccessAvailable(
   context: KnowledgeMemberAccessContext
diff --git a/apps/sim/lib/knowledge/access/scope.test.ts b/apps/sim/lib/knowledge/access/scope.test.ts
index f5a5a547061..23a7a28f45d 100644
--- a/apps/sim/lib/knowledge/access/scope.test.ts
+++ b/apps/sim/lib/knowledge/access/scope.test.ts
@@ -4,6 +4,15 @@
 import type { Principal } from '@sim/auth/principal'
 import { dbChainMockFns, queueTableRows, resetDbChainMock, schemaMock } from '@sim/testing'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockMemberAccessAvailable } = vi.hoisted(() => ({
+  mockMemberAccessAvailable: vi.fn(async () => true),
+}))
+
+vi.mock('@/lib/knowledge/access/availability', () => ({
+  isKnowledgeMemberAccessAvailable: mockMemberAccessAvailable,
+}))
+
 import {
   createKnowledgeAccessProvider,
   resolveKnowledgeAccessScope,
diff --git a/apps/sim/lib/knowledge/access/scope.ts b/apps/sim/lib/knowledge/access/scope.ts
index 40b235f267c..477290440e3 100644
--- a/apps/sim/lib/knowledge/access/scope.ts
+++ b/apps/sim/lib/knowledge/access/scope.ts
@@ -5,6 +5,7 @@ import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
 import { and, eq, inArray, sql } from 'drizzle-orm'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
+import { isKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
 import { sortAccessTokens, subjectToken } from '@/lib/knowledge/access/tokens'
 import {
   type KnowledgeAccessProvider,
@@ -70,11 +71,11 @@ async function loadUserAccessTokens(
     )
     .where(and(eq(user.id, userId), eq(user.emailVerified, true)))
 
-  const tokens = new Set<string>(WORKSPACE_ACCESS_TOKENS)
+  const subjectTokens = new Set<string>()
   for (const row of rows) {
     if (!row.providerSubjectId) continue
     try {
-      tokens.add(subjectToken(row))
+      subjectTokens.add(subjectToken(row))
     } catch (error) {
       logger.warn('Skipping malformed managed credential subject', {
         userId,
@@ -84,7 +85,16 @@ async function loadUserAccessTokens(
       })
     }
   }
-  return sortAccessTokens(tokens)
+  /**
+   * A member token only counts where permission-aware knowledge is on, so
+   * turning the feature off hides every member-scoped document at once — on
+   * the next read, before any run has suspended anyone — rather than leaving
+   * enrolled members reading them until a run happens to land.
+   */
+  if (subjectTokens.size > 0 && !(await isKnowledgeMemberAccessAvailable({ workspaceId }))) {
+    return [...WORKSPACE_ACCESS_TOKENS]
+  }
+  return sortAccessTokens(new Set([...WORKSPACE_ACCESS_TOKENS, ...subjectTokens]))
 }
 
 /**
diff --git a/apps/sim/lib/knowledge/application/connector-access.ts b/apps/sim/lib/knowledge/application/connector-access.ts
index 8b0084e494c..996cd12ad0a 100644
--- a/apps/sim/lib/knowledge/application/connector-access.ts
+++ b/apps/sim/lib/knowledge/application/connector-access.ts
@@ -1,5 +1,5 @@
 import { AuditAction, AuditResourceType } from '@sim/audit'
-import { type Principal, resolvePrincipalSubjectUserId } from '@sim/auth/principal'
+import type { Principal } from '@sim/auth/principal'
 import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { generateRequestId } from '@/lib/core/utils/request'
@@ -69,7 +69,6 @@ export const updateKnowledgeConnectorAccess = defineAuthorizedKnowledgeUseCase({
             accessMode: 'members' as const,
             binding: await resolveKnowledgeConnectorMembersBinding({
               workspaceId,
-              actingUserId: resolvePrincipalSubjectUserId(principal) ?? undefined,
               connectorMeta,
               binding: {
                 credentialGroupId: requireBindingField(
diff --git a/apps/sim/lib/knowledge/application/connectors.ts b/apps/sim/lib/knowledge/application/connectors.ts
index 43f785efe27..48535e39079 100644
--- a/apps/sim/lib/knowledge/application/connectors.ts
+++ b/apps/sim/lib/knowledge/application/connectors.ts
@@ -433,7 +433,6 @@ export const createKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
       }
       membersBinding = await resolveKnowledgeConnectorMembersBinding({
         workspaceId,
-        actingUserId: subjectUserId,
         connectorMeta,
         binding: {
           credentialGroupId: input.credentialGroupId,
@@ -788,7 +787,8 @@ export const updateKnowledgeConnectorDocuments = defineAuthorizedKnowledgeUseCas
           inArray(document.id, documentIds),
           eq(document.userExcluded, restoring),
           isNull(document.archivedAt),
-          isNull(document.deletedAt)
+          isNull(document.deletedAt),
+          knowledgeAccessCondition(await context.access.get())
         )
       )
       .returning({ id: document.id })
diff --git a/apps/sim/lib/knowledge/application/search.ts b/apps/sim/lib/knowledge/application/search.ts
index 7b95ddfa468..cc953e3d9f1 100644
--- a/apps/sim/lib/knowledge/application/search.ts
+++ b/apps/sim/lib/knowledge/application/search.ts
@@ -1,4 +1,4 @@
-import type { Principal } from '@sim/auth/principal'
+import { type Principal, resolvePrincipalSubjectUserId } from '@sim/auth/principal'
 import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
 import { checkActorUsageLimits } from '@/lib/billing/calculations/usage-monitor'
@@ -291,7 +291,8 @@ export const searchKnowledge = defineAuthorizedKnowledgeUseCase({
     const accessPromise = context.access.get()
     const searchDefaults = await resolveKnowledgeSearchDefaults({
       workspaceId: context.workspaceId,
-      userId,
+      /** The signed-in person, if any; never the billing owner or a key's creator. */
+      userId: resolvePrincipalSubjectUserId(principal) ?? undefined,
       requestedMode: input.searchMode,
     })
     const useReranker = Boolean(input.rerankerEnabled && hasQuery)
diff --git a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
index 363d7f1fd62..9897fc67ac4 100644
--- a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
+++ b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
@@ -457,13 +457,6 @@ interface MembershipReconciliation {
   affectedDocumentIds: Set<string>
 }
 
-/**
- * Mirrors the credential-group option onto member rows: inserts new
- * credentials, moves members between active and suspended, rewrites a subject
- * token that changed, drops members whose credential left the option, and
- * purges members suspended past the window. Every change that alters what an
- * observer contributes to an ACL is collected for rematerialisation.
- */
 /** The credential-group option the connector was bound to no longer exists. */
 class MemberBindingGoneError extends Error {
   constructor(message: string) {
@@ -472,6 +465,13 @@ class MemberBindingGoneError extends Error {
   }
 }
 
+/**
+ * Mirrors the credential-group option onto member rows: inserts new
+ * credentials, moves members between active and suspended, rewrites a subject
+ * token that changed, drops members whose credential left the option, and
+ * purges members suspended past the window. Every change that alters what an
+ * observer contributes to an ACL is collected for rematerialisation.
+ */
 async function reconcileMembership(
   run: MemberSyncRun,
   binding: { credentialGroupId: string; credentialGroupOptionId: string }
@@ -538,6 +538,8 @@ async function reconcileMembership(
         subjectToken: snapshot.subjectToken,
         status,
         suspendedAt: snapshot.active ? null : now,
+        /** Due now, so a run that cannot reach everyone re-dispatches until it has. */
+        nextAttemptAt: now,
         createdAt: now,
         updatedAt: now,
       })
@@ -562,9 +564,7 @@ async function reconcileMembership(
         status,
         suspendedAt: snapshot.active ? null : (row.suspendedAt ?? now),
         /** A reactivated member is due immediately; their observations may be stale. */
-        ...(statusChanged && snapshot.active
-          ? { nextAttemptAt: null, consecutiveFailures: 0 }
-          : {}),
+        ...(statusChanged && snapshot.active ? { nextAttemptAt: now, consecutiveFailures: 0 } : {}),
         updatedAt: now,
       })
       .where(eq(knowledgeConnectorMember.id, row.id))
@@ -642,15 +642,12 @@ async function claimNextMember(run: MemberSyncRun): Promise<MemberRow | null> {
 }
 
 /**
- * Members still due once this run ends. Deliberately ignores `lastStartedAt`:
- * a member this run claimed but could not finish is re-armed for now, and the
- * immediate re-dispatch this count triggers is what lets them finish.
- */
-/**
- * Members with a due timestamp, which is what re-dispatch waits for. A NULL
- * `nextAttemptAt` means "with the connector's next run" — a new member, or a
- * completed one on a manual-only connector — and must not keep the connector
- * re-dispatching itself; only an explicit time that has passed does that.
+ * Members still due once this run ends, which is what re-dispatch waits for.
+ * Deliberately ignores `lastStartedAt`: a member this run claimed but could not
+ * finish is re-armed for now, and the immediate re-dispatch this count
+ * triggers is what lets them finish. A NULL `nextAttemptAt` means "with the
+ * connector's next run" — a member that completed on a manual-only connector
+ * — and must not keep the connector re-dispatching itself.
  */
 async function countDueMembers(run: MemberSyncRun): Promise<number> {
   const [row] = await db
@@ -958,6 +955,19 @@ async function completeMemberSync(
       .for('update')
     if (!activeKnowledgeBase) {
       /** Nothing to record against a deleted knowledge base; hand the lease back rather than let it expire as a failure. */
+      await tx
+        .update(knowledgeConnectorMemberSyncLog)
+        .set({
+          status: 'failed',
+          completedAt: now,
+          errorMessage: 'Knowledge base deleted during sync',
+        })
+        .where(
+          and(
+            eq(knowledgeConnectorMemberSyncLog.id, run.runId),
+            eq(knowledgeConnectorMemberSyncLog.status, 'started')
+          )
+        )
       await tx
         .update(knowledgeConnector)
         .set({
diff --git a/apps/sim/lib/knowledge/orchestration/connector-access.test.ts b/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
index 44cd5ea9aca..b2eca33e8fa 100644
--- a/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
+++ b/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
@@ -110,16 +110,12 @@ describe('resolveKnowledgeConnectorMembersBinding', () => {
     await expect(
       resolveKnowledgeConnectorMembersBinding({
         workspaceId: 'ws-1',
-        actingUserId: 'admin-1',
         connectorMeta: {} as never,
         binding: { credentialGroupId: 'group-1', credentialGroupOptionId: 'option-1' },
         sourceConfig: {},
       })
     ).rejects.toMatchObject({ message: 'Per-member access is not available for this workspace' })
-    expect(mocks.memberAccessAvailable).toHaveBeenCalledWith({
-      workspaceId: 'ws-1',
-      userId: 'admin-1',
-    })
+    expect(mocks.memberAccessAvailable).toHaveBeenCalledWith({ workspaceId: 'ws-1' })
     expect(mocks.loadGroup).not.toHaveBeenCalled()
   })
 
@@ -128,7 +124,6 @@ describe('resolveKnowledgeConnectorMembersBinding', () => {
     await expect(
       resolveKnowledgeConnectorMembersBinding({
         workspaceId: 'ws-1',
-        actingUserId: 'admin-1',
         connectorMeta: {} as never,
         binding: { credentialGroupId: 'group-1', credentialGroupOptionId: 'option-1' },
         sourceConfig: {},
@@ -143,7 +138,6 @@ describe('resolveKnowledgeConnectorMembersBinding', () => {
     await expect(
       resolveKnowledgeConnectorMembersBinding({
         workspaceId: 'ws-1',
-        actingUserId: 'admin-1',
         connectorMeta: {} as never,
         binding: { credentialGroupId: 'group-1', credentialGroupOptionId: 'option-1' },
         sourceConfig: { maxFiles: '5' },
@@ -230,6 +224,8 @@ describe('performUpdateKnowledgeConnectorAccess', () => {
     queueTableRows(schemaMock.knowledgeConnector, [MEMBERS_CONNECTOR])
     dbChainMockFns.returning
       .mockResolvedValueOnce([{ ...MEMBERS_CONNECTOR, status: 'syncing', syncLockToken: 's-1' }])
+      /** The flip lands under the lease, then the rewrite finds nothing left, then the release. */
+      .mockResolvedValueOnce([{ id: 'c-1' }])
       .mockResolvedValueOnce([])
       .mockResolvedValueOnce([{ ...WORKSPACE_CONNECTOR, credentialId: 'cred-2' }])
 
diff --git a/apps/sim/lib/knowledge/orchestration/connector-access.ts b/apps/sim/lib/knowledge/orchestration/connector-access.ts
index 4b4134b400d..cae16325963 100644
--- a/apps/sim/lib/knowledge/orchestration/connector-access.ts
+++ b/apps/sim/lib/knowledge/orchestration/connector-access.ts
@@ -73,18 +73,15 @@ export interface ResolvedMembersBinding extends KnowledgeConnectorMembersBinding
  */
 export async function resolveKnowledgeConnectorMembersBinding(input: {
   workspaceId: string
-  /** The signed-in admin, for the feature gate's platform-admin clause. */
-  actingUserId: string | undefined
   connectorMeta: Pick<ConnectorMeta, 'name' | 'auth' | 'permissionScopedListing' | 'configFields'>
   binding: KnowledgeConnectorMembersBinding
   sourceConfig: Record<string, unknown>
 }): Promise<ResolvedMembersBinding> {
-  if (
-    !(await isKnowledgeMemberAccessAvailable({
-      workspaceId: input.workspaceId,
-      userId: input.actingUserId,
-    }))
-  ) {
+  /**
+   * Judged by the workspace alone, as the member engine is: a person's own
+   * flag clause must not open a mode the engine will then refuse to run.
+   */
+  if (!(await isKnowledgeMemberAccessAvailable({ workspaceId: input.workspaceId }))) {
     throw new OrchestrationError(
       'validation',
       'Per-member access is not available for this workspace'
@@ -223,11 +220,11 @@ export type PerformUpdateKnowledgeConnectorAccessResult = KnowledgeOrchestration
  * request budget is finished by the first member run before it lists
  * (`accessRewritePending`); documents are hidden early, never shown early.
  *
- * Back to workspace mode: rewrite every ACL to the workspace first — the admin
- * asked for exactly that visibility, and a rewrite interrupted here is
- * corrected by the still-members-mode engine — then drop the members and flip
- * in one transaction, then revoke the grant. A rewrite that outgrows the budget
- * is finished by the next content sync (`accessRewritePending`).
+ * Back to workspace mode: drop the members and flip in one transaction with
+ * the rewrite marked pending, rewrite every ACL to the workspace while the
+ * lease is still held, then release and revoke the grant. A rewrite that
+ * outgrows the budget, or is interrupted, is finished by the next content
+ * sync (`accessRewritePending`); documents are hidden until then.
  */
 export async function performUpdateKnowledgeConnectorAccess(
   params: PerformUpdateKnowledgeConnectorAccessParams
@@ -339,27 +336,52 @@ export async function performUpdateKnowledgeConnectorAccess(
         }
         return { success: true, connector, changed: true }
       } catch (error) {
-        /** The grant is the one write a failed switch must not leave behind. */
-        await revokeKnowledgeConnectorCredentialAccess(
-          {
-            workspaceId: kb.workspaceId,
-            credentialGroupId: target.binding.credentialGroupId,
+        /**
+         * The grant is the one write a failed switch must not leave behind. A
+         * grant replaces the connector's option within the group, so a failed
+         * move between options of one group puts the previous option back
+         * rather than leaving the connector on none.
+         */
+        const previousOptionId =
+          existing.credentialGroupId === target.binding.credentialGroupId
+            ? existing.credentialGroupOptionId
+            : null
+        await (previousOptionId
+          ? grantKnowledgeConnectorCredentialAccess(
+              {
+                workspaceId: kb.workspaceId,
+                credentialGroupId: target.binding.credentialGroupId,
+                credentialGroupOptionId: previousOptionId,
+                connectorId,
+              },
+              params.userId
+            )
+          : revokeKnowledgeConnectorCredentialAccess(
+              {
+                workspaceId: kb.workspaceId,
+                credentialGroupId: target.binding.credentialGroupId,
+                connectorId,
+              },
+              params.userId
+            )
+        ).catch((undoError) => {
+          logger.error(`[${requestId}] Failed to undo the grant of an abandoned switch`, {
             connectorId,
-          },
-          params.userId
-        ).catch((revokeError) => {
-          logger.error(`[${requestId}] Failed to revoke the grant of an abandoned switch`, {
-            connectorId,
-            error: getErrorMessage(revokeError),
+            error: getErrorMessage(undoError),
           })
         })
         throw error
       }
     }
 
-    const rewritten = await rewriteConnectorAcls(connectorId, WORKSPACE_ACL, deadlineAt)
-    const now = new Date()
-    const updated = await db.transaction(async (tx) => {
+    /**
+     * The flip lands first, still under the lease and with the rewrite marked
+     * pending, so an interruption anywhere after it leaves a workspace-mode
+     * connector whose next content sync finishes the rewrite; documents are
+     * hidden until then, never shown under the wrong mode.
+     */
+    const flippedAt = new Date()
+    await db.transaction(async (tx) => {
       await tx
         .delete(knowledgeConnectorMember)
         .where(eq(knowledgeConnectorMember.connectorId, connectorId))
@@ -370,23 +392,32 @@ export async function performUpdateKnowledgeConnectorAccess(
           credentialId: target.credentialId,
           credentialGroupId: null,
           credentialGroupOptionId: null,
-          /** The next content sync finishes a rewrite the budget cut short. */
-          accessRewritePending: !rewritten,
+          accessRewritePending: true,
           memberSyncStatus: 'idle',
           memberSyncConsecutiveFailures: 0,
           lastMemberSyncError: null,
           nextMemberSyncAt: null,
-          nextSyncAt: now,
-          status: previousStatus,
-          syncLockToken: null,
-          syncLockLeaseAt: null,
-          updatedAt: now,
+          nextSyncAt: flippedAt,
+          updatedAt: flippedAt,
         })
         .where(switchLeaseHeld(connectorId, switchId))
-        .returning()
+        .returning({ id: knowledgeConnector.id })
       if (!row) throw new SwitchLeaseLostError()
-      return row
     })
+    const rewritten = await rewriteConnectorAcls(connectorId, WORKSPACE_ACL, deadlineAt)
+    const now = new Date()
+    const [updated] = await db
+      .update(knowledgeConnector)
+      .set({
+        accessRewritePending: !rewritten,
+        status: previousStatus,
+        syncLockToken: null,
+        syncLockLeaseAt: null,
+        updatedAt: now,
+      })
+      .where(switchLeaseHeld(connectorId, switchId))
+      .returning()
+    if (!updated) throw new SwitchLeaseLostError()
     if (existing.credentialGroupId) {
       await revokeKnowledgeConnectorCredentialAccess(
         { workspaceId: kb.workspaceId, credentialGroupId: existing.credentialGroupId, connectorId },
@@ -408,6 +439,7 @@ export async function performUpdateKnowledgeConnectorAccess(
     return { success: true, connector, changed: true }
   } catch (error) {
     if (error instanceof SwitchLeaseLostError) {
+      /** The flip may already have landed; a reaped lease means the content engine now owns the rest. */
       return fail('Connector changed during the switch; retry the request', 'conflict')
     }
     await releaseSwitchLease(connectorId, switchId, previousStatus).catch((releaseError) => {
diff --git a/apps/sim/lib/knowledge/search/defaults.ts b/apps/sim/lib/knowledge/search/defaults.ts
index a88d914d746..9bff2b2f281 100644
--- a/apps/sim/lib/knowledge/search/defaults.ts
+++ b/apps/sim/lib/knowledge/search/defaults.ts
@@ -10,9 +10,10 @@ export interface KnowledgeSearchDefaults {
 
 /**
  * The retrieval defaults for one workspace. Where permission-aware knowledge
- * is on, hybrid retrieval and the recency boost are the default; elsewhere
- * search stays semantic-only with no boost, exactly as before. An explicit
- * `searchMode` from the caller always wins over the default mode.
+ * is on, hybrid retrieval is the default and every search gets the recency
+ * boost; elsewhere search stays semantic-only with no boost, exactly as
+ * before. An explicit `searchMode` from the caller always wins over the
+ * default mode; the boost is a workspace policy and applies to either mode.
  */
 export async function resolveKnowledgeSearchDefaults(input: {
   workspaceId: string | undefined
diff --git a/apps/sim/lib/workspaces/host-context.ts b/apps/sim/lib/workspaces/host-context.ts
index 2a53015de45..5798ef79432 100644
--- a/apps/sim/lib/workspaces/host-context.ts
+++ b/apps/sim/lib/workspaces/host-context.ts
@@ -31,7 +31,7 @@ async function resolveWorkspaceHostContextForViewer(
   ])
   const [credentialGroupsAvailable, knowledgeMemberAccessAvailable] = await Promise.all([
     isCredentialGroupsAvailable({ workspaceId, ownerBilling }),
-    isKnowledgeMemberAccessAvailable({ workspaceId, userId }),
+    isKnowledgeMemberAccessAvailable({ workspaceId }),
   ])
 
   return {

From 10c39986463c64a09e98d04630c1a43453b340ce Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 20:45:45 -0700
Subject: [PATCH 17/76] feat(knowledge): provision per-member access in the
 background

Choosing per-member access no longer asks the admin for anything: the
server reuses the workspace's one credential group for the connector's
provider or creates one, invites every workspace member to connect, and
each member run invites people who joined since. A member's only step is
to connect: the knowledge base page shows a banner for every per-member
connector they have not connected, and a new enroll route mints their
enrollment link on demand so the invitation email is never needed. The
connector list reports the viewer's membership for that banner.

The permission-scoped listing CI test now compares OAuth provider ids,
which is what the runtime checks. The knowledge page module baseline is
re-recorded for the provisioning graph.
---
 apps/sim/.env.example                         |   1 +
 .../connectors/[connectorId]/enroll/route.ts  |  24 ++
 .../[workspaceId]/knowledge/[id]/base.tsx     |   2 +
 .../add-connector-modal.tsx                   |   7 +-
 .../connector-access-field.tsx                |  61 +---
 .../edit-connector-modal.tsx                  |   8 +-
 .../knowledge/[id]/components/index.ts        |   1 +
 .../member-connect-banner.tsx                 |  87 +++++
 .../permission-scoped-listing.test.ts         |   9 +-
 apps/sim/hooks/queries/kb/connectors.ts       |  24 ++
 .../contracts/knowledge/connectors.test.ts    |   5 +-
 .../lib/api/contracts/knowledge/connectors.ts |  46 ++-
 .../knowledge/application/connector-access.ts | 101 +++++-
 .../lib/knowledge/application/connectors.ts   |  70 +++-
 .../knowledge/application/operations.test.ts  |   1 +
 .../lib/knowledge/application/operations.ts   |  11 +
 .../connectors/member-provisioning.test.ts    |  65 ++++
 .../connectors/member-provisioning.ts         | 303 ++++++++++++++++++
 .../connectors/member-sync-engine.ts          |  26 ++
 helm/sim/values.yaml                          |   1 +
 ...check-tool-registry-boundary.baseline.json | 148 ++++-----
 21 files changed, 825 insertions(+), 176 deletions(-)
 create mode 100644 apps/sim/app/api/knowledge/[id]/connectors/[connectorId]/enroll/route.ts
 create mode 100644 apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner.tsx
 create mode 100644 apps/sim/lib/knowledge/connectors/member-provisioning.test.ts
 create mode 100644 apps/sim/lib/knowledge/connectors/member-provisioning.ts

diff --git a/apps/sim/.env.example b/apps/sim/.env.example
index 1c9c6cbd024..90762132025 100644
--- a/apps/sim/.env.example
+++ b/apps/sim/.env.example
@@ -203,6 +203,7 @@ CRON_SECRET=your_cron_secret # Use `openssl rand -hex 32` to generate. Authentic
 # FORKING_ENABLED=                                                # Workspace forks
 # CREDENTIAL_GROUPS=                                              # Enterprise managed OAuth collections
 # TABLE_ROW_TTL=                                                  # Table TTL columns and expired-row cleanup
+# KNOWLEDGE_MEMBER_ACCESS=                                        # Per-member knowledge connectors and hybrid-by-default retrieval
 # ORGANIZATIONS_ENABLED= / NEXT_PUBLIC_ORGANIZATIONS_ENABLED=     # Organizations only
 
 # Instance organization (Optional). Most enterprise features read their settings from the
diff --git a/apps/sim/app/api/knowledge/[id]/connectors/[connectorId]/enroll/route.ts b/apps/sim/app/api/knowledge/[id]/connectors/[connectorId]/enroll/route.ts
new file mode 100644
index 00000000000..8dee8d7d8bb
--- /dev/null
+++ b/apps/sim/app/api/knowledge/[id]/connectors/[connectorId]/enroll/route.ts
@@ -0,0 +1,24 @@
+import { startKnowledgeConnectorMemberEnrollmentContract } from '@/lib/api/contracts/knowledge'
+import { defineInternalJsonRoute, internalRateLimits } from '@/lib/api/server/routes'
+import {
+  internalKnowledgeErrorPolicies,
+  internalKnowledgeSessionOrExecutorAuth,
+} from '@/lib/knowledge/api/route-policies'
+import { startKnowledgeConnectorMemberEnrollment } from '@/lib/knowledge/application/connector-access'
+import { knowledgeOperations } from '@/lib/knowledge/application/operations'
+
+export const POST = defineInternalJsonRoute({
+  contract: startKnowledgeConnectorMemberEnrollmentContract,
+  auth: internalKnowledgeSessionOrExecutorAuth,
+  operation: knowledgeOperations.enrollConnectorMember,
+  rateLimit: internalRateLimits.none({
+    reason: 'A member connecting their own account by hand; the link is single-use',
+  }),
+  errorPolicy: internalKnowledgeErrorPolicies.connectors,
+  mapInput: ({ params }) => ({
+    connectorId: params.connectorId,
+    knowledgeBaseId: params.id,
+  }),
+  useCase: startKnowledgeConnectorMemberEnrollment,
+  present: ({ url }) => ({ success: true as const, data: { url } }),
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/base.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/base.tsx
index 1176e7250bb..4c393eecbba 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/base.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/base.tsx
@@ -91,6 +91,7 @@ import {
   BaseTagsModal,
   ConnectorsSection,
   DocumentContextMenu,
+  MemberConnectBanner,
   RenameDocumentModal,
 } from '@/app/workspace/[workspaceId]/knowledge/[id]/components'
 import { DOCUMENT_COLUMNS } from '@/app/workspace/[workspaceId]/knowledge/[id]/document-columns'
@@ -1312,6 +1313,7 @@ export function KnowledgeBase({
           breadcrumbs={breadcrumbs}
           actions={headerActions}
         />
+        <MemberConnectBanner knowledgeBaseId={id} connectors={connectors} />
         <Resource.Options
           search={{
             value: searchQuery,
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/add-connector-modal/add-connector-modal.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/add-connector-modal/add-connector-modal.tsx
index 8282f6f911e..bd7d662f591 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/add-connector-modal/add-connector-modal.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/add-connector-modal/add-connector-modal.tsx
@@ -95,8 +95,6 @@ export function AddConnectorModal({
   const connectorConfig = selectedType ? CONNECTOR_META_REGISTRY[selectedType] : null
   const isApiKeyMode = connectorConfig?.auth.mode === 'apiKey'
   const isMembersMode = access.accessMode === 'members'
-  const membersBindingComplete =
-    isMembersMode && Boolean(access.credentialGroupId && access.credentialGroupOptionId)
   /** Fields a per-member crawl refuses: a cap would hide part of a member's corpus. */
   const memberCapFieldIds = useMemo(
     () =>
@@ -186,9 +184,7 @@ export function AddConnectorModal({
     if (!connectorConfig) return false
     if (isApiKeyMode) {
       if (!isApiKeyOptional && !apiKeyValue.trim()) return false
-    } else if (isMembersMode) {
-      if (!membersBindingComplete) return false
-    } else {
+    } else if (!isMembersMode) {
       if (!effectiveCredentialId) return false
     }
 
@@ -203,7 +199,6 @@ export function AddConnectorModal({
     connectorConfig,
     isApiKeyMode,
     isMembersMode,
-    membersBindingComplete,
     memberCapFieldIds,
     isApiKeyOptional,
     apiKeyValue,
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx
index d4a0bde9187..3f9d8a51ee1 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx
@@ -1,8 +1,7 @@
 'use client'
 
-import { type ReactNode, useMemo, useState } from 'react'
+import { type ReactNode, useMemo } from 'react'
 import {
-  Button,
   ButtonGroup,
   ButtonGroupItem,
   ChipCombobox,
@@ -18,7 +17,7 @@ import {
 } from '@/lib/credential-groups/providers'
 import { useWorkspaceHostContext } from '@/app/workspace/[workspaceId]/providers/workspace-host-provider'
 import type { ConnectorMeta } from '@/connectors/types'
-import { useCreateCredentialGroup, useCredentialGroups } from '@/hooks/queries/credential-groups'
+import { useCredentialGroups } from '@/hooks/queries/credential-groups'
 
 /** What the caller chose; `members` needs the option the connector crawls with. */
 export interface ConnectorAccessSelection {
@@ -90,7 +89,6 @@ export function ConnectorAccessField({
   const provider = credentialGroupProviderFor(connectorConfig)
   const providerId = provider ? getCredentialGroupProviderId(provider) : null
   const credentialGroupsAvailable = features?.credentialGroups === true
-  const [createError, setCreateError] = useState<string | null>(null)
 
   const {
     data: settings,
@@ -99,7 +97,6 @@ export function ConnectorAccessField({
   } = useCredentialGroups(
     canAdmin && provider && credentialGroupsAvailable ? workspaceId : undefined
   )
-  const { mutate: createCredentialGroup, isPending: isCreatingGroup } = useCreateCredentialGroup()
 
   const options = useMemo<ComboboxOption[]>(() => {
     if (!settings || !providerId) return []
@@ -142,40 +139,15 @@ export function ConnectorAccessField({
     )
   }
 
-  /** Only a loaded, empty list means there is no group to pick; a disabled query says nothing. */
-  const noGroupYet = settings !== undefined && options.length === 0
   const settingsHref = `/workspace/${workspaceId}/settings/credential-groups`
-
-  const handleCreateGroup = () => {
-    setCreateError(null)
-    createCredentialGroup(
-      {
-        workspaceId,
-        body: {
-          name: `${connectorConfig.name} access`,
-          options: [{ provider, label: connectorConfig.name, required: true }],
-        },
-      },
-      {
-        onSuccess: ({ credentialGroup }) => {
-          const option = credentialGroup.options[0]
-          if (!option) return
-          onChange({
-            accessMode: 'members',
-            credentialGroupId: credentialGroup.id,
-            credentialGroupOptionId: option.id,
-          })
-        },
-        onError: (error) => setCreateError(error.message),
-      }
-    )
-  }
+  /** One existing group is reused on its own; several need the admin to say which. */
+  const needsChoice = options.length > 1
 
   return (
     <ChipModalField
       type='custom'
       title='Access'
-      error={createError ?? loadError?.message ?? undefined}
+      error={loadError?.message}
       hint={
         value.accessMode === 'members'
           ? 'Each member sees only the documents their own account can open. Scheduled, API, and chat runs see workspace-visible documents only.'
@@ -204,18 +176,7 @@ export function ConnectorAccessField({
 
         {value.accessMode === 'members' && (
           <>
-            {noGroupYet ? (
-              <Button
-                variant='outline'
-                size='sm'
-                onClick={handleCreateGroup}
-                disabled={disabled || isCreatingGroup}
-              >
-                {isCreatingGroup
-                  ? 'Creating…'
-                  : `Create a credential group for ${connectorConfig.name}`}
-              </Button>
-            ) : (
+            {needsChoice && (
               <ChipCombobox
                 options={options}
                 value={selectedValue}
@@ -223,13 +184,19 @@ export function ConnectorAccessField({
                   const parsed = parseOptionValue(next)
                   if (parsed) onChange(parsed)
                 }}
-                placeholder='Select a credential group'
+                placeholder='Choose which credential group members connect through'
                 isLoading={isLoading}
                 disabled={disabled || Boolean(loadError)}
               />
             )}
             <p className='text-[var(--text-muted)] text-caption leading-snug'>
-              Members connect their own {connectorConfig.name} account after you invite them in{' '}
+              {options.length === 1
+                ? `Members connect through ${options[0].label}. `
+                : options.length === 0
+                  ? `A credential group is created for ${connectorConfig.name}. `
+                  : ''}
+              Everyone in the workspace is invited to connect their own {connectorConfig.name}{' '}
+              account, and people who join later are invited automatically. Manage members in{' '}
               <Link
                 href={settingsHref}
                 className='text-[var(--text-primary)] underline underline-offset-2'
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
index 8029c4c2c5c..bc883470122 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
@@ -248,9 +248,9 @@ export function EditConnectorModal({
     accessDirty && access.accessMode === 'workspace' && connector.accessMode === 'members'
   const accessComplete =
     !accessDirty ||
-    (access.accessMode === 'members'
-      ? Boolean(access.credentialGroupId && access.credentialGroupOptionId)
-      : !needsWorkspaceCredential || Boolean(workspaceCredentialId))
+    access.accessMode === 'members' ||
+    !needsWorkspaceCredential ||
+    Boolean(workspaceCredentialId)
   const memberCapFieldIds = useMemo(
     () =>
       new Set(
@@ -557,7 +557,7 @@ function SettingsTab({
                 </div>
                 <p className='text-[var(--text-muted)] text-caption leading-snug'>
                   {access.accessMode === 'members'
-                    ? 'Documents stay hidden until members connect and sync. Listing caps are cleared.'
+                    ? 'Everyone in the workspace is invited to connect their account. Documents stay hidden until members connect and sync; listing caps are cleared.'
                     : 'Every workspace member can read every synced document once the next sync completes.'}
                 </p>
               </div>
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/index.ts b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/index.ts
index d26e85dc9e3..38dda1edd69 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/index.ts
@@ -1,3 +1,4 @@
+export { MemberConnectBanner } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner'
 export { ActionBar } from './action-bar'
 export { AddConnectorModal } from './add-connector-modal'
 export { AddDocumentsModal } from './add-documents-modal'
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner.tsx
new file mode 100644
index 00000000000..670f01e514b
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner.tsx
@@ -0,0 +1,87 @@
+'use client'
+
+import { useState } from 'react'
+import { Button } from '@sim/emcn'
+import { createLogger } from '@sim/logger'
+import { CONNECTOR_META_REGISTRY } from '@/connectors/registry'
+import {
+  type ConnectorData,
+  useStartConnectorMemberEnrollment,
+} from '@/hooks/queries/kb/connectors'
+
+const logger = createLogger('MemberConnectBanner')
+
+interface MemberConnectBannerProps {
+  knowledgeBaseId: string
+  connectors: ConnectorData[]
+}
+
+/**
+ * Asks the viewer to connect their own account for every per-member connector
+ * they have not connected yet. Connecting is the one thing a member has to do
+ * to see the documents shared with them; everything else happens on its own.
+ */
+export function MemberConnectBanner({ knowledgeBaseId, connectors }: MemberConnectBannerProps) {
+  const { mutate: startEnrollment, isPending } = useStartConnectorMemberEnrollment()
+  const [pendingConnectorId, setPendingConnectorId] = useState<string | null>(null)
+  const [error, setError] = useState<string | null>(null)
+
+  const awaiting = connectors.filter(
+    (connector) =>
+      connector.accessMode === 'members' &&
+      connector.viewerMembership !== null &&
+      connector.viewerMembership !== undefined &&
+      connector.viewerMembership !== 'connected'
+  )
+  if (awaiting.length === 0) return null
+
+  const connect = (connectorId: string) => {
+    setError(null)
+    setPendingConnectorId(connectorId)
+    startEnrollment(
+      { knowledgeBaseId, connectorId },
+      {
+        onSuccess: ({ url }) => {
+          window.location.assign(url)
+        },
+        onError: (err) => {
+          logger.error('Failed to start member enrollment', { error: err.message })
+          setError(err.message)
+          setPendingConnectorId(null)
+        },
+      }
+    )
+  }
+
+  return (
+    <div className='mx-4 mt-3 flex flex-col gap-2'>
+      {awaiting.map((connector) => {
+        const name =
+          CONNECTOR_META_REGISTRY[connector.connectorType]?.name ?? connector.connectorType
+        const reconnect = connector.viewerMembership === 'needs_reauth'
+        const busy = isPending && pendingConnectorId === connector.id
+        return (
+          <div
+            key={connector.id}
+            className='flex items-center justify-between gap-3 rounded-md border border-[var(--border)] bg-[var(--surface-3)] px-3 py-2'
+          >
+            <p className='min-w-0 text-[var(--text-body)] text-small'>
+              {reconnect
+                ? `Reconnect your ${name} account to keep seeing the documents shared with you.`
+                : `Connect your ${name} account to see the documents shared with you.`}
+            </p>
+            <Button
+              variant='primary'
+              size='sm'
+              onClick={() => connect(connector.id)}
+              disabled={isPending}
+            >
+              {busy ? 'Opening…' : reconnect ? 'Reconnect' : 'Connect'}
+            </Button>
+          </div>
+        )
+      })}
+      {error && <p className='text-[var(--text-error)] text-caption'>{error}</p>}
+    </div>
+  )
+}
diff --git a/apps/sim/connectors/permission-scoped-listing.test.ts b/apps/sim/connectors/permission-scoped-listing.test.ts
index 6f57101bb40..71490455975 100644
--- a/apps/sim/connectors/permission-scoped-listing.test.ts
+++ b/apps/sim/connectors/permission-scoped-listing.test.ts
@@ -5,7 +5,7 @@ import { describe, expect, it } from 'vitest'
 import { getManagedOAuthConnectorPolicy } from '@/lib/auth/connectors/managed-oauth'
 import {
   getCredentialGroupProviderService,
-  isCredentialGroupProvider,
+  getCredentialGroupStandardOAuthProviderFromProviderId,
 } from '@/lib/credential-groups/providers'
 import { CONNECTOR_META_REGISTRY } from '@/connectors/registry'
 
@@ -35,11 +35,10 @@ describe('permission-scoped connector listings', () => {
       expect(policy).toBeDefined()
       if (!policy) return
 
-      const groupProvider = isCredentialGroupProvider(meta.auth.provider)
-        ? meta.auth.provider
-        : undefined
+      const groupProvider = getCredentialGroupStandardOAuthProviderFromProviderId(
+        meta.auth.provider
+      )
       expect(groupProvider).toBeDefined()
-      if (!groupProvider) return
 
       const optionScopes = [
         ...new Set([
diff --git a/apps/sim/hooks/queries/kb/connectors.ts b/apps/sim/hooks/queries/kb/connectors.ts
index 445fde1e2eb..7549b993eeb 100644
--- a/apps/sim/hooks/queries/kb/connectors.ts
+++ b/apps/sim/hooks/queries/kb/connectors.ts
@@ -19,16 +19,20 @@ import {
   listKnowledgeConnectorsContract,
   type MemberSyncLogData,
   patchKnowledgeConnectorDocumentsContract,
+  type StartKnowledgeConnectorMemberEnrollmentData,
   type SyncLogData,
+  startKnowledgeConnectorMemberEnrollmentContract,
   triggerKnowledgeConnectorSyncContract,
   type UpdateConnectorAccessBody,
   updateKnowledgeConnectorAccessContract,
   updateKnowledgeConnectorContract,
+  type ViewerConnectorMembership,
 } from '@/lib/api/contracts/knowledge'
 import { MAX_KNOWLEDGE_CONNECTOR_DOCUMENT_PAGE_SIZE } from '@/lib/knowledge/constants'
 import { knowledgeKeys } from '@/hooks/queries/utils/knowledge-keys'
 
 export type {
+  ViewerConnectorMembership,
   ConnectorData,
   ConnectorDetailData,
   ConnectorMemberSummary,
@@ -334,6 +338,26 @@ async function updateConnectorAccess({
  * list and detail for the new mode and member state, and the document lists
  * whose rows may have become hidden or visible.
  */
+interface StartConnectorMemberEnrollmentParams {
+  knowledgeBaseId: string
+  connectorId: string
+}
+
+async function startConnectorMemberEnrollment({
+  knowledgeBaseId,
+  connectorId,
+}: StartConnectorMemberEnrollmentParams): Promise<StartKnowledgeConnectorMemberEnrollmentData> {
+  const response = await requestJson(startKnowledgeConnectorMemberEnrollmentContract, {
+    params: { id: knowledgeBaseId, connectorId },
+  })
+  return response.data
+}
+
+/** Mints the viewer's enrollment link for a per-member connector; the caller navigates to it. */
+export function useStartConnectorMemberEnrollment() {
+  return useMutation({ mutationFn: startConnectorMemberEnrollment })
+}
+
 export function useUpdateConnectorAccess() {
   const queryClient = useQueryClient()
 
diff --git a/apps/sim/lib/api/contracts/knowledge/connectors.test.ts b/apps/sim/lib/api/contracts/knowledge/connectors.test.ts
index 92052a6afe3..c0d8118f9ec 100644
--- a/apps/sim/lib/api/contracts/knowledge/connectors.test.ts
+++ b/apps/sim/lib/api/contracts/knowledge/connectors.test.ts
@@ -19,9 +19,10 @@ describe('connector access binding contracts', () => {
     expect(parsed.syncIntervalMinutes).toBe(1440)
   })
 
-  it('requires both group ids for members mode and refuses a credential there', () => {
+  it('lets members mode omit the binding, refuses half a binding, and refuses a credential there', () => {
+    /** No binding named: the server provisions a credential group for the connector. */
     expect(createConnectorBodySchema.safeParse({ ...base, accessMode: 'members' }).success).toBe(
-      false
+      true
     )
     expect(
       createConnectorBodySchema.safeParse({
diff --git a/apps/sim/lib/api/contracts/knowledge/connectors.ts b/apps/sim/lib/api/contracts/knowledge/connectors.ts
index 894ac16aabc..cd135a59202 100644
--- a/apps/sim/lib/api/contracts/knowledge/connectors.ts
+++ b/apps/sim/lib/api/contracts/knowledge/connectors.ts
@@ -41,18 +41,12 @@ function requireAccessBinding(
   ctx: z.RefinementCtx
 ): void {
   if (value.accessMode === 'members') {
-    if (!value.credentialGroupId) {
+    /** Both name one option, or neither and the server provisions one. */
+    if (Boolean(value.credentialGroupId) !== Boolean(value.credentialGroupOptionId)) {
       ctx.addIssue({
         code: 'custom',
-        path: ['credentialGroupId'],
-        message: 'credentialGroupId is required when accessMode is members',
-      })
-    }
-    if (!value.credentialGroupOptionId) {
-      ctx.addIssue({
-        code: 'custom',
-        path: ['credentialGroupOptionId'],
-        message: 'credentialGroupOptionId is required when accessMode is members',
+        path: [value.credentialGroupId ? 'credentialGroupOptionId' : 'credentialGroupId'],
+        message: 'credentialGroupId and credentialGroupOptionId go together',
       })
     }
     return
@@ -138,6 +132,15 @@ export const connectorDocumentsPatchBodySchema = z.object({
     .max(MAX_KNOWLEDGE_CONNECTOR_DOCUMENT_MUTATION_ITEMS),
 })
 
+export const VIEWER_CONNECTOR_MEMBERSHIPS = [
+  'connected',
+  'needs_reauth',
+  'invited',
+  'not_enrolled',
+] as const
+export const viewerConnectorMembershipSchema = z.enum(VIEWER_CONNECTOR_MEMBERSHIPS)
+export type ViewerConnectorMembership = z.output<typeof viewerConnectorMembershipSchema>
+
 export const connectorDataSchema = z
   .object({
     id: z.string(),
@@ -155,6 +158,11 @@ export const connectorDataSchema = z
     nextSyncAt: z.string().nullable(),
     consecutiveFailures: z.number(),
     accessMode: connectorAccessModeSchema,
+    /**
+     * Where the viewer stands with a per-member connector: absent for a
+     * workspace-mode connector or a caller with no person behind it.
+     */
+    viewerMembership: viewerConnectorMembershipSchema.nullable().optional(),
     credentialGroupId: z.string().nullable(),
     credentialGroupOptionId: z.string().nullable(),
     /** Members mode only; `idle` otherwise. */
@@ -317,6 +325,24 @@ export const updateKnowledgeConnectorAccessContract = defineRouteContract({
   },
 })
 
+export const startKnowledgeConnectorMemberEnrollmentDataSchema = z.object({
+  /** The viewer's enrollment link; opening it connects their account. */
+  url: z.string().url(),
+})
+export type StartKnowledgeConnectorMemberEnrollmentData = z.output<
+  typeof startKnowledgeConnectorMemberEnrollmentDataSchema
+>
+
+export const startKnowledgeConnectorMemberEnrollmentContract = defineRouteContract({
+  method: 'POST',
+  path: '/api/knowledge/[id]/connectors/[connectorId]/enroll',
+  params: knowledgeConnectorParamsSchema,
+  response: {
+    mode: 'json',
+    schema: successResponseSchema(startKnowledgeConnectorMemberEnrollmentDataSchema),
+  },
+})
+
 export const deleteKnowledgeConnectorContract = defineRouteContract({
   method: 'DELETE',
   path: '/api/knowledge/[id]/connectors/[connectorId]',
diff --git a/apps/sim/lib/knowledge/application/connector-access.ts b/apps/sim/lib/knowledge/application/connector-access.ts
index 996cd12ad0a..915351ed761 100644
--- a/apps/sim/lib/knowledge/application/connector-access.ts
+++ b/apps/sim/lib/knowledge/application/connector-access.ts
@@ -1,8 +1,11 @@
 import { AuditAction, AuditResourceType } from '@sim/audit'
-import type { Principal } from '@sim/auth/principal'
+import { type Principal, resolvePrincipalSubjectUserId } from '@sim/auth/principal'
+import { createLogger } from '@sim/logger'
+import { getErrorMessage } from '@sim/utils/errors'
 import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { generateRequestId } from '@/lib/core/utils/request'
+import { isKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
 import { defineAuthorizedKnowledgeUseCase } from '@/lib/knowledge/application/authorized-knowledge-use-case'
 import {
   resolveKnowledgeAttributedUserId,
@@ -23,6 +26,57 @@ import { getKnowledgeConnector } from '@/lib/knowledge/orchestration/connectors'
 import type { KnowledgeOperationSource } from '@/lib/knowledge/orchestration/shared'
 import { getConnectorMeta } from '@/connectors/registry'
 
+const logger = createLogger('KnowledgeConnectorAccessApplication')
+
+/** Provisioning pulls in the credential-group services; loaded only when a members-mode switch needs it. */
+async function loadMemberProvisioning() {
+  return import('@/lib/knowledge/connectors/member-provisioning')
+}
+
+export interface StartKnowledgeConnectorMemberEnrollmentInput {
+  knowledgeBaseId: string
+  connectorId: string
+  assertedWorkspaceId?: string
+}
+
+/**
+ * Hands a workspace member the link that connects their own account to a
+ * per-member connector, minted on demand so they never need the invitation
+ * email. Only widens what the member themselves can see.
+ */
+export const startKnowledgeConnectorMemberEnrollment = defineAuthorizedKnowledgeUseCase({
+  operation: knowledgeOperations.enrollConnectorMember,
+  resolveContext: ({
+    principal,
+    input,
+  }: {
+    principal: Principal
+    input: StartKnowledgeConnectorMemberEnrollmentInput
+  }) => resolveActiveKnowledgeConnectorContext(input, principal),
+  async execute({ principal, context }) {
+    const workspaceId = requireConnectorWorkspaceId(context)
+    const userId = resolvePrincipalSubjectUserId(principal)
+    if (!userId) throw new OrchestrationError('forbidden', 'Sign in to connect your account')
+    const connector = await getKnowledgeConnector(context.knowledgeBaseId, context.connectorId)
+    if (!connector) throw new OrchestrationError('not_found', 'Connector not found')
+    if (connector.accessMode !== 'members' || !connector.credentialGroupId) {
+      throw new OrchestrationError('validation', 'This connector does not sync per member')
+    }
+    if (!(await isKnowledgeMemberAccessAvailable({ workspaceId }))) {
+      throw new OrchestrationError(
+        'validation',
+        'Per-member access is not available for this workspace'
+      )
+    }
+    const url = await (await loadMemberProvisioning()).createViewerConnectorEnrollmentLink({
+      userId,
+      workspaceId,
+      credentialGroupId: connector.credentialGroupId,
+    })
+    return { url }
+  },
+})
+
 export interface UpdateKnowledgeConnectorAccessInput {
   knowledgeBaseId: string
   connectorId: string
@@ -63,6 +117,7 @@ export const updateKnowledgeConnectorAccess = defineAuthorizedKnowledgeUseCase({
       )
     }
 
+    const subjectUserId = resolvePrincipalSubjectUserId(principal)
     const target =
       input.accessMode === 'members'
         ? {
@@ -70,16 +125,19 @@ export const updateKnowledgeConnectorAccess = defineAuthorizedKnowledgeUseCase({
             binding: await resolveKnowledgeConnectorMembersBinding({
               workspaceId,
               connectorMeta,
-              binding: {
-                credentialGroupId: requireBindingField(
-                  input.credentialGroupId,
-                  'credentialGroupId'
-                ),
-                credentialGroupOptionId: requireBindingField(
-                  input.credentialGroupOptionId,
-                  'credentialGroupOptionId'
-                ),
-              },
+              binding:
+                input.credentialGroupId && input.credentialGroupOptionId
+                  ? {
+                      credentialGroupId: input.credentialGroupId,
+                      credentialGroupOptionId: input.credentialGroupOptionId,
+                    }
+                  : await (
+                      await loadMemberProvisioning()
+                    ).provisionKnowledgeConnectorMembersBinding({
+                      workspaceId,
+                      connectorMeta,
+                      userId: actingUserId,
+                    }),
               sourceConfig: connector.sourceConfig as Record<string, unknown>,
             }),
           }
@@ -107,6 +165,22 @@ export const updateKnowledgeConnectorAccess = defineAuthorizedKnowledgeUseCase({
       request,
     })
     requireSuccessfulOutcome(outcome, 'Knowledge connector access update failed')
+    if (target.accessMode === 'members' && outcome.changed) {
+      const provisioning = await loadMemberProvisioning()
+      await provisioning
+        .inviteWorkspaceMembersToCredentialGroup({
+          workspaceId,
+          credentialGroupId: target.binding.credentialGroupId,
+          inviterUserId: subjectUserId ?? undefined,
+          limit: provisioning.MEMBER_PROVISION_INVITES_PER_REQUEST,
+        })
+        .catch((error) => {
+          logger.warn('Failed to invite workspace members after switching to members mode', {
+            workspaceId,
+            error: getErrorMessage(error),
+          })
+        })
+    }
     return { connector: outcome.connector, changed: outcome.changed, workspaceId }
   },
   projectAudit: ({ input, context, result }) =>
@@ -133,11 +207,6 @@ export const updateKnowledgeConnectorAccess = defineAuthorizedKnowledgeUseCase({
       : [],
 })
 
-function requireBindingField(value: string | undefined, field: string): string {
-  if (!value) throw new OrchestrationError('validation', `${field} is required for members mode`)
-  return value
-}
-
 /**
  * Workspace mode needs a credential the caller may use, and one that yields a
  * token, since the connector syncs as it from then on. An API-key connector
diff --git a/apps/sim/lib/knowledge/application/connectors.ts b/apps/sim/lib/knowledge/application/connectors.ts
index 48535e39079..fcf36ed6a7f 100644
--- a/apps/sim/lib/knowledge/application/connectors.ts
+++ b/apps/sim/lib/knowledge/application/connectors.ts
@@ -9,6 +9,8 @@ import {
   knowledgeConnectorMemberSyncLog,
   knowledgeConnectorSyncLog,
 } from '@sim/db/schema'
+import { createLogger } from '@sim/logger'
+import { getErrorMessage } from '@sim/utils/errors'
 import { and, asc, count, desc, eq, inArray, isNull, lt, or, sql } from 'drizzle-orm'
 import { decryptApiKey } from '@/lib/api-key/crypto'
 import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
@@ -62,6 +64,13 @@ interface KnowledgeConnectorApplicationInput {
   source?: KnowledgeOperationSource
 }
 
+const logger = createLogger('KnowledgeConnectorsApplication')
+
+/** Provisioning pulls in the credential-group services; loaded only when a members-mode connector needs it. */
+async function loadMemberProvisioning() {
+  return import('@/lib/knowledge/connectors/member-provisioning')
+}
+
 export interface ListKnowledgeConnectorsInput extends KnowledgeConnectorApplicationInput {
   knowledgeBaseId: string
   sortBy?: 'connectorType' | 'createdAt' | 'updatedAt'
@@ -293,7 +302,7 @@ export const listKnowledgeConnectors = defineAuthorizedKnowledgeUseCase({
     principal: Principal
     input: ListKnowledgeConnectorsInput
   }) => resolveActiveKnowledgeResourceContext(input, principal),
-  async execute({ input, context }) {
+  async execute({ principal, input, context }) {
     const sortOrder = input.sortOrder === 'asc' ? asc : desc
     const sortColumn =
       input.sortBy === 'connectorType'
@@ -319,8 +328,20 @@ export const listKnowledgeConnectors = defineAuthorizedKnowledgeUseCase({
         : await orderedQuery.limit(input.limit + 1).offset(offset)
     const hasMore = input.limit !== undefined && rows.length > input.limit
     const page = input.limit === undefined ? rows : rows.slice(0, input.limit)
+    const viewerUserId = resolvePrincipalSubjectUserId(principal)
+    const memberships =
+      viewerUserId && context.workspaceId
+        ? await (await loadMemberProvisioning()).resolveViewerConnectorMemberships({
+            userId: viewerUserId,
+            workspaceId: context.workspaceId,
+            connectors: page,
+          })
+        : new Map()
     return {
-      connectors: page.map(({ encryptedApiKey: _encryptedApiKey, ...rest }) => rest),
+      connectors: page.map(({ encryptedApiKey: _encryptedApiKey, ...rest }) => ({
+        ...rest,
+        viewerMembership: memberships.get(rest.id) ?? null,
+      })),
       hasMore,
       offset,
       limit: input.limit ?? page.length,
@@ -425,19 +446,21 @@ export const createKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
       if (!connectorMeta) {
         throw new OrchestrationError('validation', `Unknown connector type: ${input.connectorType}`)
       }
-      if (!input.credentialGroupId || !input.credentialGroupOptionId) {
-        throw new OrchestrationError(
-          'validation',
-          'credentialGroupId and credentialGroupOptionId are required for members mode'
-        )
-      }
+      const named =
+        input.credentialGroupId && input.credentialGroupOptionId
+          ? {
+              credentialGroupId: input.credentialGroupId,
+              credentialGroupOptionId: input.credentialGroupOptionId,
+            }
+          : await (await loadMemberProvisioning()).provisionKnowledgeConnectorMembersBinding({
+              workspaceId,
+              connectorMeta,
+              userId: subjectUserId,
+            })
       membersBinding = await resolveKnowledgeConnectorMembersBinding({
         workspaceId,
         connectorMeta,
-        binding: {
-          credentialGroupId: input.credentialGroupId,
-          credentialGroupOptionId: input.credentialGroupOptionId,
-        },
+        binding: named,
         sourceConfig: input.sourceConfig,
       })
     }
@@ -467,6 +490,29 @@ export const createKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
       recordProductAnalytics: false,
     })
     requireSuccessfulOutcome(outcome, 'Knowledge connector creation failed')
+    if (membersBinding && outcome.success) {
+      /**
+       * Everyone in the workspace is invited to connect, so the admin's only
+       * next step is to wait. Bounded here; the member run invites the rest.
+       */
+      const provisioning = await loadMemberProvisioning()
+      await provisioning
+        .inviteWorkspaceMembersToCredentialGroup({
+          workspaceId,
+          credentialGroupId: membersBinding.credentialGroupId,
+          inviterUserId: resolvePrincipalSubjectUserId(principal) ?? undefined,
+          limit: provisioning.MEMBER_PROVISION_INVITES_PER_REQUEST,
+        })
+        .catch((error) => {
+          logger.warn(
+            'Failed to invite workspace members after creating a members-mode connector',
+            {
+              workspaceId,
+              error: getErrorMessage(error),
+            }
+          )
+        })
+    }
     return { connector: outcome.connector, workspaceId }
   },
   projectAudit: ({ input, context, result }) => ({
diff --git a/apps/sim/lib/knowledge/application/operations.test.ts b/apps/sim/lib/knowledge/application/operations.test.ts
index d6fdb40895d..e8ccb213d12 100644
--- a/apps/sim/lib/knowledge/application/operations.test.ts
+++ b/apps/sim/lib/knowledge/application/operations.test.ts
@@ -56,6 +56,7 @@ describe('knowledge operation registry', () => {
       'knowledge.connectors.create',
       'knowledge.connectors.update',
       'knowledge.connectors.access.update',
+      'knowledge.connectors.members.enroll',
       'knowledge.connectors.delete',
       'knowledge.connectors.sync',
       'knowledge.connectors.documents.list',
diff --git a/apps/sim/lib/knowledge/application/operations.ts b/apps/sim/lib/knowledge/application/operations.ts
index 05ee5ea1bd0..1b6aee03ab5 100644
--- a/apps/sim/lib/knowledge/application/operations.ts
+++ b/apps/sim/lib/knowledge/application/operations.ts
@@ -398,6 +398,17 @@ export const knowledgeOperations = {
     capability: 'knowledge.use',
     principalKinds: ['session'],
   }),
+  /**
+   * A workspace member joining a per-member connector: any reader may connect
+   * their own account, which only ever widens what they themselves see.
+   */
+  enrollConnectorMember: defineWorkspaceOperation({
+    id: 'knowledge.connectors.members.enroll',
+    minimumRole: 'read',
+    workspaceApiKey: 'deny',
+    capability: 'knowledge.use',
+    principalKinds: ['session'],
+  }),
   deleteConnector: defineWorkspaceOperation({
     id: 'knowledge.connectors.delete',
     minimumRole: 'write',
diff --git a/apps/sim/lib/knowledge/connectors/member-provisioning.test.ts b/apps/sim/lib/knowledge/connectors/member-provisioning.test.ts
new file mode 100644
index 00000000000..4cea7cfdf6c
--- /dev/null
+++ b/apps/sim/lib/knowledge/connectors/member-provisioning.test.ts
@@ -0,0 +1,65 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it, vi } from 'vitest'
+
+vi.mock('@/lib/credential-groups/enrollments', () => ({
+  createCredentialGroupInvitationLink: vi.fn(),
+  inviteCredentialGroupEnrollment: vi.fn(),
+  loadCredentialGroupInviterIdentity: vi.fn(),
+}))
+vi.mock('@/lib/credential-groups/service', () => ({
+  createCredentialGroup: vi.fn(),
+  listCredentialGroups: vi.fn(),
+}))
+vi.mock('@/lib/workspaces/permissions/utils', () => ({ getUsersWithPermissions: vi.fn() }))
+
+import {
+  deriveViewerConnectorMembership,
+  pickProvisionedGroupName,
+} from '@/lib/knowledge/connectors/member-provisioning'
+
+describe('pickProvisionedGroupName', () => {
+  it('names the group after the connector and steps past taken names', () => {
+    expect(pickProvisionedGroupName('Google Drive', [])).toBe('Google Drive access')
+    expect(pickProvisionedGroupName('Google Drive', ['google drive access'])).toBe(
+      'Google Drive access 2'
+    )
+    expect(
+      pickProvisionedGroupName('Google Drive', ['Google Drive access', 'Google Drive access 2'])
+    ).toBe('Google Drive access 3')
+  })
+
+  it('gives up with a pointer to Settings once every candidate is taken', () => {
+    const taken = [
+      'Google Drive access',
+      'Google Drive access 2',
+      'Google Drive access 3',
+      'Google Drive access 4',
+      'Google Drive access 5',
+    ]
+    expect(() => pickProvisionedGroupName('Google Drive', taken)).toThrow('Settings')
+  })
+})
+
+describe('deriveViewerConnectorMembership', () => {
+  it.each([
+    ['active', 'completed', 'connected'],
+    ['active', 'in_progress', 'connected'],
+    ['needs_reauth', 'completed', 'needs_reauth'],
+    [null, 'invited', 'invited'],
+    [null, 'delivery_failed', 'invited'],
+    [null, 'in_progress', 'invited'],
+    [null, 'completed', 'invited'],
+    ['revoked', 'completed', 'invited'],
+    [null, 'revoked', 'not_enrolled'],
+    [null, null, 'not_enrolled'],
+  ] as const)(
+    'credential %s + enrollment %s → %s',
+    (managedOauthStatus, enrollmentStatus, expected) => {
+      expect(deriveViewerConnectorMembership({ managedOauthStatus, enrollmentStatus })).toBe(
+        expected
+      )
+    }
+  )
+})
diff --git a/apps/sim/lib/knowledge/connectors/member-provisioning.ts b/apps/sim/lib/knowledge/connectors/member-provisioning.ts
new file mode 100644
index 00000000000..b20bf8ea667
--- /dev/null
+++ b/apps/sim/lib/knowledge/connectors/member-provisioning.ts
@@ -0,0 +1,303 @@
+import { db } from '@sim/db'
+import { credential, credentialGroupEnrollment, user } from '@sim/db/schema'
+import { createLogger } from '@sim/logger'
+import { getErrorMessage } from '@sim/utils/errors'
+import { and, eq, inArray } from 'drizzle-orm'
+import { OrchestrationError } from '@/lib/core/orchestration/types'
+import {
+  createCredentialGroupInvitationLink,
+  inviteCredentialGroupEnrollment,
+  loadCredentialGroupInviterIdentity,
+} from '@/lib/credential-groups/enrollments'
+import {
+  getCredentialGroupProviderId,
+  getCredentialGroupStandardOAuthProviderFromProviderId,
+  isCredentialGroupProvider,
+} from '@/lib/credential-groups/providers'
+import { createCredentialGroup, listCredentialGroups } from '@/lib/credential-groups/service'
+import { getUsersWithPermissions } from '@/lib/workspaces/permissions/utils'
+import type { ConnectorMeta } from '@/connectors/types'
+
+const logger = createLogger('KnowledgeConnectorMemberProvisioning')
+
+/** Invitations one request sends before handing the rest to the member run. */
+export const MEMBER_PROVISION_INVITES_PER_REQUEST = 25
+/** Invitations one member run sends, so a large workspace is covered within a few runs. */
+export const MEMBER_PROVISION_INVITES_PER_RUN = 100
+/** Names tried for the group a connector provisions, in order. */
+const PROVISIONED_GROUP_NAME_ATTEMPTS = 5
+
+export interface ProvisionedMembersBinding {
+  credentialGroupId: string
+  credentialGroupOptionId: string
+  /** Whether this call created the group rather than reusing one. */
+  created: boolean
+}
+
+/**
+ * The group name a connector provisions for its provider: the connector's
+ * name, suffixed until it is free of the workspace's existing group names.
+ */
+export function pickProvisionedGroupName(
+  connectorName: string,
+  takenNames: readonly string[]
+): string {
+  const taken = new Set(takenNames.map((name) => name.trim().toLocaleLowerCase()))
+  const base = `${connectorName} access`
+  for (let attempt = 1; attempt <= PROVISIONED_GROUP_NAME_ATTEMPTS; attempt++) {
+    const candidate = attempt === 1 ? base : `${base} ${attempt}`
+    if (!taken.has(candidate.toLocaleLowerCase())) return candidate
+  }
+  throw new OrchestrationError(
+    'conflict',
+    `Every name from "${base}" to "${base} ${PROVISIONED_GROUP_NAME_ATTEMPTS}" is taken; pick a Credential Group in Settings`
+  )
+}
+
+/**
+ * The Credential Group option a members-mode connector should crawl through
+ * when the caller named none: the workspace's one active option collecting
+ * the connector's accounts, or a group created for the purpose. Two or more
+ * candidate options is an ambiguity the caller has to resolve by naming one.
+ */
+export async function provisionKnowledgeConnectorMembersBinding(input: {
+  workspaceId: string
+  connectorMeta: Pick<ConnectorMeta, 'name' | 'auth'>
+  userId: string
+}): Promise<ProvisionedMembersBinding> {
+  const { connectorMeta } = input
+  if (connectorMeta.auth.mode !== 'oauth') {
+    throw new OrchestrationError('validation', 'Only an OAuth connector can sync per member')
+  }
+  const providerId = connectorMeta.auth.provider
+  let provider: ReturnType<typeof getCredentialGroupStandardOAuthProviderFromProviderId>
+  try {
+    provider = getCredentialGroupStandardOAuthProviderFromProviderId(providerId)
+  } catch {
+    throw new OrchestrationError(
+      'validation',
+      `${connectorMeta.name} accounts cannot be collected through a Credential Group yet`
+    )
+  }
+
+  const groups = await listCredentialGroups(input.workspaceId)
+  const candidates: ProvisionedMembersBinding[] = []
+  for (const group of groups) {
+    if (group.status !== 'active') continue
+    for (const option of group.options) {
+      if (option.status !== 'active') continue
+      if (!isCredentialGroupProvider(option.provider)) continue
+      if (getCredentialGroupProviderId(option.provider) !== providerId) continue
+      candidates.push({
+        credentialGroupId: group.id,
+        credentialGroupOptionId: option.id,
+        created: false,
+      })
+    }
+  }
+  if (candidates.length === 1) return candidates[0]
+  if (candidates.length > 1) {
+    throw new OrchestrationError(
+      'validation',
+      `Several Credential Groups collect ${connectorMeta.name} accounts; choose which one this connector syncs through`
+    )
+  }
+
+  const name = pickProvisionedGroupName(
+    connectorMeta.name,
+    groups.map((group) => group.name)
+  )
+  const group = await createCredentialGroup(input.workspaceId, input.userId, {
+    name,
+    options: [{ provider, label: connectorMeta.name, required: true }],
+  })
+  const option = group.options[0]
+  if (!option) throw new Error('Provisioned Credential Group has no option')
+  logger.info('Provisioned a Credential Group for a members-mode connector', {
+    workspaceId: input.workspaceId,
+    credentialGroupId: group.id,
+    provider,
+  })
+  return { credentialGroupId: group.id, credentialGroupOptionId: option.id, created: true }
+}
+
+export interface InviteWorkspaceMembersResult {
+  invited: number
+  failed: number
+  /** Members left uninvited because the limit was reached; the next call continues. */
+  remaining: number
+}
+
+/**
+ * Invites every workspace member who has no enrollment in the group yet, up
+ * to `limit`, so joining the workspace is all a person has to do before
+ * connecting their account. An enrollment an admin revoked is left alone.
+ * Failures are logged per person and never abort the caller.
+ */
+export async function inviteWorkspaceMembersToCredentialGroup(input: {
+  workspaceId: string
+  credentialGroupId: string
+  inviterUserId: string | undefined
+  limit: number
+}): Promise<InviteWorkspaceMembersResult> {
+  const [members, enrolled, inviter] = await Promise.all([
+    getUsersWithPermissions(input.workspaceId),
+    db
+      .select({ email: credentialGroupEnrollment.email })
+      .from(credentialGroupEnrollment)
+      .where(eq(credentialGroupEnrollment.credentialGroupId, input.credentialGroupId)),
+    input.inviterUserId
+      ? loadCredentialGroupInviterIdentity(input.inviterUserId)
+      : Promise.resolve(null),
+  ])
+  const enrolledEmails = new Set(enrolled.map((row) => row.email.trim().toLocaleLowerCase()))
+  const pending = members
+    .map((member) => member.email.trim().toLocaleLowerCase())
+    .filter((email, index, all) => email && all.indexOf(email) === index)
+    .filter((email) => !enrolledEmails.has(email))
+  const batch = pending.slice(0, input.limit)
+  const inviterName = inviter?.name ?? inviter?.email ?? undefined
+
+  let invited = 0
+  let failed = 0
+  for (const email of batch) {
+    try {
+      await inviteCredentialGroupEnrollment(
+        input.workspaceId,
+        input.credentialGroupId,
+        input.inviterUserId,
+        inviterName,
+        email
+      )
+      invited += 1
+    } catch (error) {
+      failed += 1
+      logger.warn('Failed to invite a workspace member to a connector credential group', {
+        workspaceId: input.workspaceId,
+        credentialGroupId: input.credentialGroupId,
+        error: getErrorMessage(error),
+      })
+    }
+  }
+  return { invited, failed, remaining: pending.length - batch.length }
+}
+
+export type ViewerConnectorMembership = 'connected' | 'needs_reauth' | 'invited' | 'not_enrolled'
+
+/**
+ * Where a viewer stands with a members-mode connector, from their enrollment
+ * and managed credential for the connector's option.
+ */
+export function deriveViewerConnectorMembership(input: {
+  enrollmentStatus: string | null
+  managedOauthStatus: string | null
+}): ViewerConnectorMembership {
+  if (input.managedOauthStatus === 'active') return 'connected'
+  if (input.managedOauthStatus === 'needs_reauth') return 'needs_reauth'
+  if (
+    input.enrollmentStatus === 'invited' ||
+    input.enrollmentStatus === 'delivery_failed' ||
+    input.enrollmentStatus === 'in_progress' ||
+    input.enrollmentStatus === 'completed'
+  ) {
+    return 'invited'
+  }
+  return 'not_enrolled'
+}
+
+/**
+ * The viewer's membership in each members-mode connector, keyed by connector
+ * id. Connectors that sync as the workspace are absent.
+ */
+export async function resolveViewerConnectorMemberships(input: {
+  userId: string
+  workspaceId: string
+  connectors: ReadonlyArray<{
+    id: string
+    accessMode: string
+    credentialGroupId: string | null
+    credentialGroupOptionId: string | null
+  }>
+}): Promise<Map<string, ViewerConnectorMembership>> {
+  const result = new Map<string, ViewerConnectorMembership>()
+  const memberConnectors = input.connectors.filter(
+    (connector) =>
+      connector.accessMode === 'members' &&
+      connector.credentialGroupId &&
+      connector.credentialGroupOptionId
+  )
+  if (memberConnectors.length === 0) return result
+
+  const [viewer] = await db
+    .select({ email: user.email })
+    .from(user)
+    .where(eq(user.id, input.userId))
+    .limit(1)
+  const email = viewer?.email.trim().toLocaleLowerCase()
+  const groupIds = [...new Set(memberConnectors.map((connector) => connector.credentialGroupId!))]
+  const rows = email
+    ? await db
+        .select({
+          credentialGroupId: credentialGroupEnrollment.credentialGroupId,
+          enrollmentStatus: credentialGroupEnrollment.status,
+          credentialGroupOptionId: credential.credentialGroupOptionId,
+          managedOauthStatus: credential.managedOauthStatus,
+        })
+        .from(credentialGroupEnrollment)
+        .leftJoin(
+          credential,
+          and(
+            eq(credential.credentialGroupEnrollmentId, credentialGroupEnrollment.id),
+            eq(credential.workspaceId, input.workspaceId),
+            eq(credential.type, 'managed_oauth')
+          )
+        )
+        .where(
+          and(
+            inArray(credentialGroupEnrollment.credentialGroupId, groupIds),
+            eq(credentialGroupEnrollment.email, email)
+          )
+        )
+    : []
+
+  for (const connector of memberConnectors) {
+    const enrollment = rows.find((row) => row.credentialGroupId === connector.credentialGroupId)
+    const forOption = rows.find(
+      (row) =>
+        row.credentialGroupId === connector.credentialGroupId &&
+        row.credentialGroupOptionId === connector.credentialGroupOptionId
+    )
+    result.set(
+      connector.id,
+      deriveViewerConnectorMembership({
+        enrollmentStatus: enrollment?.enrollmentStatus ?? null,
+        managedOauthStatus: forOption?.managedOauthStatus ?? null,
+      })
+    )
+  }
+  return result
+}
+
+/**
+ * A fresh enrollment link for the viewer into the connector's group, created
+ * on demand so a workspace member never has to find the invitation email.
+ */
+export async function createViewerConnectorEnrollmentLink(input: {
+  userId: string
+  workspaceId: string
+  credentialGroupId: string
+}): Promise<string> {
+  const [viewer] = await db
+    .select({ email: user.email })
+    .from(user)
+    .where(eq(user.id, input.userId))
+    .limit(1)
+  if (!viewer) throw new OrchestrationError('not_found', 'User not found')
+  const { invitationLink } = await createCredentialGroupInvitationLink(
+    input.workspaceId,
+    input.credentialGroupId,
+    input.userId,
+    viewer.email
+  )
+  return invitationLink
+}
diff --git a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
index 9897fc67ac4..6b7e241af4e 100644
--- a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
+++ b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
@@ -36,6 +36,10 @@ import {
   removeMemberObservationsForDocuments,
   removeUnseenMemberObservations,
 } from '@/lib/knowledge/connectors/member-observations'
+import {
+  inviteWorkspaceMembersToCredentialGroup,
+  MEMBER_PROVISION_INVITES_PER_RUN,
+} from '@/lib/knowledge/connectors/member-provisioning'
 import {
   CONNECTOR_AUTO_DISABLED_ERROR,
   CONNECTOR_FAILURE_BACKOFF_CAP_MINUTES,
@@ -1253,6 +1257,28 @@ export async function executeMemberSync(
     if (connector.accessRewritePending) await finishPendingAccessRewrite(run)
 
     const affectedDocumentIds = new Set<string>()
+    /**
+     * Anyone who joined the workspace since the last run is invited now, so
+     * membership grows on its own; the invitation is the only thing they need.
+     */
+    const invited = await inviteWorkspaceMembersToCredentialGroup({
+      workspaceId: run.workspaceId,
+      credentialGroupId: connector.credentialGroupId,
+      inviterUserId: undefined,
+      limit: MEMBER_PROVISION_INVITES_PER_RUN,
+    }).catch((error) => {
+      logger.warn('Failed to invite new workspace members during a member run', {
+        connectorId,
+        error: getErrorMessage(error),
+      })
+      return null
+    })
+    if (invited && invited.invited > 0) {
+      logger.info('Invited new workspace members to the connector credential group', {
+        connectorId,
+        ...invited,
+      })
+    }
     const membership = await reconcileMembership(run, binding)
     for (const documentId of membership.affectedDocumentIds) affectedDocumentIds.add(documentId)
 
diff --git a/helm/sim/values.yaml b/helm/sim/values.yaml
index 70f836782c3..ad31f63d6b0 100644
--- a/helm/sim/values.yaml
+++ b/helm/sim/values.yaml
@@ -114,6 +114,7 @@ app:
     # Generate using: openssl rand -hex 32
     CRON_SECRET: ""         # OPTIONAL - required only if cronjobs.enabled=true, authenticates scheduled job requests
     TABLE_ROW_TTL: ""       # Enable TTL columns and expired-row cleanup when AppConfig is unavailable
+    KNOWLEDGE_MEMBER_ACCESS: ""  # Enable per-member knowledge connectors when AppConfig is unavailable
 
     # Optional: API Key Encryption (RECOMMENDED for production)
     # Generate with: openssl rand -hex 32 (produces the required 64-hex-char / 32-byte value).
diff --git a/scripts/check-tool-registry-boundary.baseline.json b/scripts/check-tool-registry-boundary.baseline.json
index 295695c36c5..1c6b6446ab4 100644
--- a/scripts/check-tool-registry-boundary.baseline.json
+++ b/scripts/check-tool-registry-boundary.baseline.json
@@ -6,66 +6,66 @@
   },
   "entries": {
     "app/api/v2/blocks/[blockId]/route.ts": {
-      "modules": 1609,
+      "modules": 1614,
       "gateways": {
         "apps/sim/triggers/index.ts": 485,
         "apps/sim/triggers/registry.ts": 483,
         "apps/sim/blocks/registry.ts": 448,
-        "apps/sim/lib/api/server/routes/index.ts": 393,
-        "apps/sim/lib/api/server/routes/internal-json-route.ts": 349,
-        "apps/sim/lib/auth/index.ts": 336,
+        "apps/sim/lib/api/server/routes/index.ts": 398,
+        "apps/sim/lib/api/server/routes/internal-json-route.ts": 354,
+        "apps/sim/lib/auth/index.ts": 341,
         "apps/sim/lib/webhooks/providers/index.ts": 110,
         "apps/sim/lib/webhooks/providers/registry.ts": 108
       }
     },
     "app/api/v2/blocks/route.ts": {
-      "modules": 1608,
+      "modules": 1613,
       "gateways": {
         "apps/sim/triggers/index.ts": 485,
         "apps/sim/triggers/registry.ts": 483,
         "apps/sim/blocks/registry.ts": 448,
-        "apps/sim/lib/api/server/routes/index.ts": 386,
-        "apps/sim/lib/api/server/routes/internal-json-route.ts": 351,
-        "apps/sim/lib/auth/index.ts": 338,
+        "apps/sim/lib/api/server/routes/index.ts": 391,
+        "apps/sim/lib/api/server/routes/internal-json-route.ts": 356,
+        "apps/sim/lib/auth/index.ts": 343,
         "apps/sim/lib/webhooks/providers/index.ts": 110,
         "apps/sim/lib/webhooks/providers/registry.ts": 108
       }
     },
     "app/api/v2/connector-types/route.ts": {
-      "modules": 1672,
+      "modules": 1677,
       "gateways": {
         "apps/sim/triggers/index.ts": 485,
         "apps/sim/triggers/registry.ts": 483,
         "apps/sim/blocks/registry.ts": 448,
-        "apps/sim/lib/api/server/routes/index.ts": 395,
-        "apps/sim/lib/api/server/routes/internal-json-route.ts": 351,
-        "apps/sim/lib/auth/index.ts": 338,
+        "apps/sim/lib/api/server/routes/index.ts": 400,
+        "apps/sim/lib/api/server/routes/internal-json-route.ts": 356,
+        "apps/sim/lib/auth/index.ts": 343,
         "apps/sim/lib/webhooks/providers/index.ts": 110,
         "apps/sim/lib/webhooks/providers/registry.ts": 108
       }
     },
     "app/api/v2/tools/[toolId]/route.ts": {
-      "modules": 1606,
+      "modules": 1611,
       "gateways": {
         "apps/sim/triggers/index.ts": 485,
         "apps/sim/triggers/registry.ts": 483,
         "apps/sim/blocks/registry.ts": 448,
-        "apps/sim/lib/api/server/routes/index.ts": 393,
-        "apps/sim/lib/api/server/routes/internal-json-route.ts": 349,
-        "apps/sim/lib/auth/index.ts": 336,
+        "apps/sim/lib/api/server/routes/index.ts": 398,
+        "apps/sim/lib/api/server/routes/internal-json-route.ts": 354,
+        "apps/sim/lib/auth/index.ts": 341,
         "apps/sim/lib/webhooks/providers/index.ts": 110,
         "apps/sim/lib/webhooks/providers/registry.ts": 108
       }
     },
     "app/api/v2/tools/route.ts": {
-      "modules": 1607,
+      "modules": 1612,
       "gateways": {
         "apps/sim/triggers/index.ts": 485,
         "apps/sim/triggers/registry.ts": 483,
         "apps/sim/blocks/registry.ts": 448,
-        "apps/sim/lib/api/server/routes/index.ts": 384,
-        "apps/sim/lib/api/server/routes/internal-json-route.ts": 349,
-        "apps/sim/lib/auth/index.ts": 336,
+        "apps/sim/lib/api/server/routes/index.ts": 389,
+        "apps/sim/lib/api/server/routes/internal-json-route.ts": 354,
+        "apps/sim/lib/auth/index.ts": 341,
         "apps/sim/lib/webhooks/providers/index.ts": 110,
         "apps/sim/lib/webhooks/providers/registry.ts": 108
       }
@@ -83,14 +83,14 @@
       "gateways": {}
     },
     "app/workspace/[workspaceId]/chat/[chatId]/page.tsx": {
-      "modules": 2872,
+      "modules": 2879,
       "gateways": {
-        "apps/sim/app/workspace/[workspaceId]/home/home.tsx": 1301,
-        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/mothership-view.tsx": 923,
-        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/index.ts": 774,
-        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/resource-content/index.ts": 771,
+        "apps/sim/app/workspace/[workspaceId]/home/home.tsx": 1303,
+        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/mothership-view.tsx": 925,
+        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/index.ts": 776,
+        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/resource-content/index.ts": 773,
         "apps/sim/triggers/registry.ts": 483,
-        "apps/sim/blocks/registry.ts": 325,
+        "apps/sim/blocks/registry.ts": 321,
         "apps/sim/lib/auth/index.ts": 248,
         "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/workflow.tsx": 199
       }
@@ -112,7 +112,7 @@
       }
     },
     "app/workspace/[workspaceId]/files/[fileId]/page.tsx": {
-      "modules": 1945,
+      "modules": 1950,
       "gateways": {
         "apps/sim/triggers/registry.ts": 483,
         "apps/sim/blocks/registry.ts": 350,
@@ -148,7 +148,7 @@
       }
     },
     "app/workspace/[workspaceId]/files/page.tsx": {
-      "modules": 1945,
+      "modules": 1950,
       "gateways": {
         "apps/sim/triggers/registry.ts": 483,
         "apps/sim/blocks/registry.ts": 350,
@@ -173,14 +173,14 @@
       "gateways": {}
     },
     "app/workspace/[workspaceId]/home/page.tsx": {
-      "modules": 2872,
+      "modules": 2879,
       "gateways": {
-        "apps/sim/app/workspace/[workspaceId]/home/home.tsx": 1301,
-        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/mothership-view.tsx": 923,
-        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/index.ts": 774,
-        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/resource-content/index.ts": 771,
+        "apps/sim/app/workspace/[workspaceId]/home/home.tsx": 1303,
+        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/mothership-view.tsx": 925,
+        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/index.ts": 776,
+        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/resource-content/index.ts": 773,
         "apps/sim/triggers/registry.ts": 483,
-        "apps/sim/blocks/registry.ts": 325,
+        "apps/sim/blocks/registry.ts": 321,
         "apps/sim/lib/auth/index.ts": 248,
         "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/workflow.tsx": 199
       }
@@ -241,15 +241,15 @@
       }
     },
     "app/workspace/[workspaceId]/knowledge/[id]/[documentId]/page.tsx": {
-      "modules": 1367,
+      "modules": 1370,
       "gateways": {
-        "apps/sim/app/workspace/[workspaceId]/knowledge/[id]/[documentId]/document.tsx": 1218,
+        "apps/sim/app/workspace/[workspaceId]/knowledge/[id]/[documentId]/document.tsx": 1221,
         "apps/sim/triggers/registry.ts": 519,
-        "apps/sim/blocks/registry.ts": 358,
-        "apps/sim/blocks/registry-maps.ts": 355,
+        "apps/sim/blocks/registry.ts": 354,
+        "apps/sim/blocks/registry-maps.ts": 351,
         "apps/sim/connectors/registry.ts": 66,
         "apps/sim/app/workspace/[workspaceId]/components/index.ts": 59,
-        "apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/index.ts": 50,
+        "apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/index.ts": 53,
         "apps/sim/lib/api/contracts/index.ts": 40
       }
     },
@@ -270,15 +270,15 @@
       }
     },
     "app/workspace/[workspaceId]/knowledge/[id]/page.tsx": {
-      "modules": 1370,
+      "modules": 1373,
       "gateways": {
-        "apps/sim/app/workspace/[workspaceId]/knowledge/[id]/base.tsx": 1220,
+        "apps/sim/app/workspace/[workspaceId]/knowledge/[id]/base.tsx": 1223,
         "apps/sim/triggers/registry.ts": 519,
-        "apps/sim/blocks/registry.ts": 366,
-        "apps/sim/blocks/registry-maps.ts": 363,
+        "apps/sim/blocks/registry.ts": 362,
+        "apps/sim/blocks/registry-maps.ts": 359,
         "apps/sim/connectors/registry.ts": 66,
         "apps/sim/app/workspace/[workspaceId]/components/index.ts": 59,
-        "apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/index.ts": 43,
+        "apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/index.ts": 46,
         "apps/sim/lib/api/contracts/index.ts": 40
       }
     },
@@ -299,25 +299,25 @@
       }
     },
     "app/workspace/[workspaceId]/knowledge/page.tsx": {
-      "modules": 2158,
+      "modules": 2205,
       "gateways": {
         "apps/sim/triggers/registry.ts": 483,
-        "apps/sim/blocks/registry.ts": 350,
-        "apps/sim/app/workspace/[workspaceId]/knowledge/prefetch.ts": 305,
-        "apps/sim/lib/knowledge/application/knowledge-bases.ts": 249,
-        "apps/sim/lib/auth/index.ts": 204,
-        "apps/sim/app/workspace/[workspaceId]/knowledge/knowledge.tsx": 161,
-        "apps/sim/lib/knowledge/orchestration/index.ts": 148,
-        "apps/sim/lib/knowledge/orchestration/connectors.ts": 144
+        "apps/sim/blocks/registry.ts": 346,
+        "apps/sim/app/workspace/[workspaceId]/knowledge/prefetch.ts": 344,
+        "apps/sim/lib/knowledge/application/knowledge-bases.ts": 288,
+        "apps/sim/lib/auth/index.ts": 202,
+        "apps/sim/lib/knowledge/orchestration/index.ts": 187,
+        "apps/sim/lib/knowledge/orchestration/connectors.ts": 183,
+        "apps/sim/app/workspace/[workspaceId]/knowledge/knowledge.tsx": 164
       }
     },
     "app/workspace/[workspaceId]/layout.tsx": {
-      "modules": 2034,
+      "modules": 2039,
       "gateways": {
         "apps/sim/triggers/registry.ts": 483,
         "apps/sim/blocks/registry.ts": 349,
+        "apps/sim/lib/auth/index.ts": 344,
         "apps/sim/app/workspace/[workspaceId]/components/workspace-chrome/index.ts": 340,
-        "apps/sim/lib/auth/index.ts": 340,
         "apps/sim/app/workspace/[workspaceId]/w/components/sidebar/sidebar.tsx": 335,
         "apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/index.ts": 229,
         "apps/sim/lib/webhooks/providers/index.ts": 110,
@@ -341,11 +341,11 @@
       }
     },
     "app/workspace/[workspaceId]/logs/page.tsx": {
-      "modules": 1663,
+      "modules": 1662,
       "gateways": {
-        "apps/sim/app/workspace/[workspaceId]/logs/logs.tsx": 1516,
+        "apps/sim/app/workspace/[workspaceId]/logs/logs.tsx": 1515,
         "apps/sim/triggers/registry.ts": 519,
-        "apps/sim/app/workspace/[workspaceId]/logs/components/log-details/components/execution-snapshot/execution-snapshot.tsx": 410,
+        "apps/sim/app/workspace/[workspaceId]/logs/components/log-details/components/execution-snapshot/execution-snapshot.tsx": 409,
         "apps/sim/app/workspace/[workspaceId]/w/components/preview/components/preview-editor/index.ts": 361,
         "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/index.ts": 355,
         "apps/sim/blocks/registry.ts": 345,
@@ -382,12 +382,12 @@
       "gateways": {}
     },
     "app/workspace/[workspaceId]/settings/[section]/page.tsx": {
-      "modules": 2199,
+      "modules": 2206,
       "gateways": {
         "apps/sim/app/workspace/[workspaceId]/settings/[section]/settings.tsx": 576,
         "apps/sim/triggers/registry.ts": 483,
         "apps/sim/blocks/registry.ts": 345,
-        "apps/sim/lib/auth/index.ts": 309,
+        "apps/sim/lib/auth/index.ts": 314,
         "apps/sim/lib/webhooks/providers/index.ts": 110,
         "apps/sim/lib/webhooks/providers/registry.ts": 108,
         "apps/sim/ee/access-control/components/access-control.tsx": 74,
@@ -403,9 +403,9 @@
       "gateways": {}
     },
     "app/workspace/[workspaceId]/settings/billing/credit-usage/page.tsx": {
-      "modules": 1563,
+      "modules": 1568,
       "gateways": {
-        "apps/sim/lib/auth/index.ts": 1426,
+        "apps/sim/lib/auth/index.ts": 1430,
         "apps/sim/triggers/index.ts": 485,
         "apps/sim/triggers/registry.ts": 483,
         "apps/sim/blocks/registry.ts": 445,
@@ -466,9 +466,9 @@
       "gateways": {}
     },
     "app/workspace/[workspaceId]/settings/usage/events/page.tsx": {
-      "modules": 1572,
+      "modules": 1577,
       "gateways": {
-        "apps/sim/lib/auth/index.ts": 1428,
+        "apps/sim/lib/auth/index.ts": 1432,
         "apps/sim/triggers/index.ts": 485,
         "apps/sim/triggers/registry.ts": 483,
         "apps/sim/blocks/registry.ts": 447,
@@ -542,11 +542,11 @@
       }
     },
     "app/workspace/[workspaceId]/tables/[tableId]/page.tsx": {
-      "modules": 1768,
+      "modules": 1767,
       "gateways": {
-        "apps/sim/app/workspace/[workspaceId]/tables/[tableId]/table.tsx": 1621,
+        "apps/sim/app/workspace/[workspaceId]/tables/[tableId]/table.tsx": 1620,
         "apps/sim/triggers/registry.ts": 519,
-        "apps/sim/app/workspace/[workspaceId]/w/components/preview/index.ts": 342,
+        "apps/sim/app/workspace/[workspaceId]/w/components/preview/index.ts": 341,
         "apps/sim/blocks/registry.ts": 326,
         "apps/sim/app/workspace/[workspaceId]/w/components/preview/components/preview-editor/index.ts": 295,
         "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/index.ts": 291,
@@ -571,10 +571,10 @@
       }
     },
     "app/workspace/[workspaceId]/tables/page.tsx": {
-      "modules": 1778,
+      "modules": 1783,
       "gateways": {
         "apps/sim/triggers/registry.ts": 483,
-        "apps/sim/lib/auth/index.ts": 369,
+        "apps/sim/lib/auth/index.ts": 373,
         "apps/sim/blocks/registry.ts": 350,
         "apps/sim/app/workspace/[workspaceId]/tables/tables.tsx": 125,
         "apps/sim/lib/webhooks/providers/index.ts": 110,
@@ -604,9 +604,9 @@
       }
     },
     "app/workspace/[workspaceId]/w/[workflowId]/page.tsx": {
-      "modules": 2018,
+      "modules": 2017,
       "gateways": {
-        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/workflow.tsx": 2017,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/workflow.tsx": 2016,
         "apps/sim/triggers/registry.ts": 519,
         "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/index.ts": 351,
         "apps/sim/blocks/registry.ts": 345,
@@ -617,13 +617,13 @@
       }
     },
     "app/workspace/[workspaceId]/w/page.tsx": {
-      "modules": 2003,
+      "modules": 2002,
       "gateways": {
-        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/index.ts": 848,
-        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/index.ts": 554,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/index.ts": 847,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/index.ts": 553,
         "apps/sim/triggers/registry.ts": 519,
         "apps/sim/blocks/registry.ts": 345,
-        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/index.ts": 317,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/index.ts": 316,
         "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/index.ts": 157,
         "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/sub-block.tsx": 150,
         "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/index.ts": 144

From 64c3cc73133e227e5ffe2318b25af9a9a33544c9 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 21:05:34 -0700
Subject: [PATCH 18/76] fix(knowledge): make per-member access self-serve end
 to end
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Choosing per-member access provisions a group named after the connector
and the first member run invites everyone in the workspace, under the
run's lease; the request itself sends nothing, so nobody gets two links.
A member connecting queues a member run for every connector on that
option, and the knowledge base page shows what each viewer must do —
connect, reconnect, verify their email, or nothing — opening enrollment
in a new tab and refreshing until they are connected.

Every gate reads one availability check (flag and Credential Groups).
When it is off, readers get no member token, the engine waits instead of
suspending anyone, and the field cannot re-choose per-member access.
Member tokens go only to current workspace members with a live group and
option. A connector that just entered members mode never tombstones its
documents before a member has listed, the stale sweep leaves paused and
manual connectors alone, a disabled member sync is re-enabled by
re-applying its binding, leaving members mode forces a full content
sync, and by-id bulk operations honour the caller's scope. Deleting a
per-member connector always takes its documents.
---
 .../connectors/[connectorId]/enroll/route.ts  |   3 +-
 .../add-connector-modal.tsx                   |  15 +-
 .../connector-access-field.tsx                | 131 +++------
 .../connectors-section/connectors-section.tsx |  44 ++-
 .../edit-connector-modal.tsx                  |  86 +++++-
 .../knowledge/[id]/components/index.ts        |   2 +-
 .../member-connect-banner.tsx                 | 102 +++++--
 .../use-connector-member-group-options.ts     | 106 +++++++
 .../lib/api/contracts/knowledge/connectors.ts |   9 +-
 apps/sim/lib/credential-groups/oauth.ts       |  22 ++
 apps/sim/lib/knowledge/access/availability.ts |  22 +-
 apps/sim/lib/knowledge/access/scope.test.ts   |  30 +-
 apps/sim/lib/knowledge/access/scope.ts        |  26 +-
 .../knowledge/application/connector-access.ts |  32 +-
 .../lib/knowledge/application/connectors.ts   |  78 +++--
 .../lib/knowledge/application/documents.ts    |   1 +
 .../connectors/member-observations.ts         |  40 ++-
 .../connectors/member-provisioning.test.ts    |  60 ++--
 .../connectors/member-provisioning.ts         | 274 +++++++++++-------
 .../connectors/member-sync-engine.ts          |  76 +++--
 apps/sim/lib/knowledge/documents/service.ts   |   4 +-
 .../orchestration/connector-access.test.ts    |  63 +++-
 .../orchestration/connector-access.ts         |  67 ++++-
 23 files changed, 872 insertions(+), 421 deletions(-)
 create mode 100644 apps/sim/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-member-group-options.ts

diff --git a/apps/sim/app/api/knowledge/[id]/connectors/[connectorId]/enroll/route.ts b/apps/sim/app/api/knowledge/[id]/connectors/[connectorId]/enroll/route.ts
index 8dee8d7d8bb..23a6c8f6f77 100644
--- a/apps/sim/app/api/knowledge/[id]/connectors/[connectorId]/enroll/route.ts
+++ b/apps/sim/app/api/knowledge/[id]/connectors/[connectorId]/enroll/route.ts
@@ -12,7 +12,8 @@ export const POST = defineInternalJsonRoute({
   auth: internalKnowledgeSessionOrExecutorAuth,
   operation: knowledgeOperations.enrollConnectorMember,
   rateLimit: internalRateLimits.none({
-    reason: 'A member connecting their own account by hand; the link is single-use',
+    reason:
+      'A member connecting their own account by hand; each call only re-issues their own invitation',
   }),
   errorPolicy: internalKnowledgeErrorPolicies.connectors,
   mapInput: ({ params }) => ({
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/add-connector-modal/add-connector-modal.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/add-connector-modal/add-connector-modal.tsx
index bd7d662f591..9a28f548567 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/add-connector-modal/add-connector-modal.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/add-connector-modal/add-connector-modal.tsx
@@ -39,6 +39,7 @@ import { hasWorkspaceMaxConnectorAccess } from '@/app/workspace/[workspaceId]/kn
 import { SYNC_INTERVALS } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/consts'
 import { MaxBadge } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/max-badge'
 import { useConnectorConfigFields } from '@/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-config-fields'
+import { useConnectorMemberGroupOptions } from '@/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-member-group-options'
 import { useWorkspaceHostContext } from '@/app/workspace/[workspaceId]/providers/workspace-host-provider'
 import { useUserPermissionsContext } from '@/app/workspace/[workspaceId]/providers/workspace-permissions-provider'
 import { getBlock } from '@/blocks'
@@ -95,6 +96,14 @@ export function AddConnectorModal({
   const connectorConfig = selectedType ? CONNECTOR_META_REGISTRY[selectedType] : null
   const isApiKeyMode = connectorConfig?.auth.mode === 'apiKey'
   const isMembersMode = access.accessMode === 'members'
+  const groupOptions = useConnectorMemberGroupOptions({
+    workspaceId,
+    connectorConfig,
+    enabled: canAdmin && memberAccessAvailable,
+  })
+  /** Several groups collect this provider's accounts: the admin has to say which. */
+  const membersChoiceOpen =
+    isMembersMode && groupOptions.needsChoice && !access.credentialGroupOptionId
   /** Fields a per-member crawl refuses: a cap would hide part of a member's corpus. */
   const memberCapFieldIds = useMemo(
     () =>
@@ -184,7 +193,9 @@ export function AddConnectorModal({
     if (!connectorConfig) return false
     if (isApiKeyMode) {
       if (!isApiKeyOptional && !apiKeyValue.trim()) return false
-    } else if (!isMembersMode) {
+    } else if (isMembersMode) {
+      if (membersChoiceOpen) return false
+    } else {
       if (!effectiveCredentialId) return false
     }
 
@@ -199,6 +210,7 @@ export function AddConnectorModal({
     connectorConfig,
     isApiKeyMode,
     isMembersMode,
+    membersChoiceOpen,
     memberCapFieldIds,
     isApiKeyOptional,
     apiKeyValue,
@@ -337,6 +349,7 @@ export function AddConnectorModal({
                   connectorConfig={connectorConfig}
                   value={access}
                   onChange={setAccess}
+                  groupOptions={groupOptions}
                   canAdmin={canAdmin}
                   disabled={isCreating}
                 />
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx
index 3f9d8a51ee1..9bc2d8089ad 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx
@@ -1,63 +1,30 @@
 'use client'
 
-import { type ReactNode, useMemo } from 'react'
-import {
-  ButtonGroup,
-  ButtonGroupItem,
-  ChipCombobox,
-  ChipModalField,
-  type ComboboxOption,
-} from '@sim/emcn'
+import type { ReactNode } from 'react'
+import { ButtonGroup, ButtonGroupItem, ChipCombobox, ChipModalField } from '@sim/emcn'
 import Link from 'next/link'
 import {
-  type CredentialGroupStandardOAuthProvider,
-  getCredentialGroupProviderId,
-  getCredentialGroupStandardOAuthProviderFromProviderId,
-  isCredentialGroupProvider,
-} from '@/lib/credential-groups/providers'
+  type ConnectorMemberGroupOptions,
+  decodeConnectorMemberGroupOption,
+  encodeConnectorMemberGroupOption,
+} from '@/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-member-group-options'
 import { useWorkspaceHostContext } from '@/app/workspace/[workspaceId]/providers/workspace-host-provider'
 import type { ConnectorMeta } from '@/connectors/types'
-import { useCredentialGroups } from '@/hooks/queries/credential-groups'
 
-/** What the caller chose; `members` needs the option the connector crawls with. */
+/** What the caller chose; `members` may name the option the connector crawls with. */
 export interface ConnectorAccessSelection {
   accessMode: 'workspace' | 'members'
   credentialGroupId?: string
   credentialGroupOptionId?: string
 }
 
-/** Encodes a group and option pair as one combobox value. */
-function optionValue(credentialGroupId: string, credentialGroupOptionId: string): string {
-  return `${credentialGroupId}:${credentialGroupOptionId}`
-}
-
-function parseOptionValue(value: string): ConnectorAccessSelection | null {
-  const separator = value.indexOf(':')
-  if (separator <= 0) return null
-  return {
-    accessMode: 'members',
-    credentialGroupId: value.slice(0, separator),
-    credentialGroupOptionId: value.slice(separator + 1),
-  }
-}
-
-/** The credential-group provider that collects accounts for this connector, if any. */
-function credentialGroupProviderFor(
-  connectorConfig: ConnectorMeta
-): CredentialGroupStandardOAuthProvider | null {
-  if (connectorConfig.auth.mode !== 'oauth' || !connectorConfig.permissionScopedListing) return null
-  try {
-    return getCredentialGroupStandardOAuthProviderFromProviderId(connectorConfig.auth.provider)
-  } catch {
-    return null
-  }
-}
-
 interface ConnectorAccessFieldProps {
   workspaceId: string
   connectorConfig: ConnectorMeta
   value: ConnectorAccessSelection
   onChange: (value: ConnectorAccessSelection) => void
+  /** From `useConnectorMemberGroupOptions`; shared with the modal so both agree on what is required. */
+  groupOptions: ConnectorMemberGroupOptions
   /** Only an admin may put a connector into members mode. */
   canAdmin: boolean
   disabled?: boolean
@@ -69,59 +36,27 @@ interface ConnectorAccessFieldProps {
 
 /**
  * The Access section of a connector's settings: sync as the workspace, or
- * crawl once per Credential Group member so each person sees only what the
- * source lets them read. Rendered only for connectors whose listing reflects
- * who may read each document. An admin with no group collecting the
- * connector's accounts can create one here; members are then invited from
- * Settings.
+ * crawl once per member so each person sees only what the source lets them
+ * read. Per-member access needs nothing from the admin: a Credential Group is
+ * found or created for the connector's provider, everyone in the workspace is
+ * invited, and each person connects their own account. Only a workspace with
+ * several matching groups is asked which one to use.
  */
 export function ConnectorAccessField({
   workspaceId,
   connectorConfig,
   value,
   onChange,
+  groupOptions,
   canAdmin,
   disabled = false,
   allowMembers = true,
   footer,
 }: ConnectorAccessFieldProps) {
   const { features } = useWorkspaceHostContext()
-  const provider = credentialGroupProviderFor(connectorConfig)
-  const providerId = provider ? getCredentialGroupProviderId(provider) : null
   const credentialGroupsAvailable = features?.credentialGroups === true
 
-  const {
-    data: settings,
-    isLoading,
-    error: loadError,
-  } = useCredentialGroups(
-    canAdmin && provider && credentialGroupsAvailable ? workspaceId : undefined
-  )
-
-  const options = useMemo<ComboboxOption[]>(() => {
-    if (!settings || !providerId) return []
-    const entries: ComboboxOption[] = []
-    for (const group of settings.credentialGroups) {
-      if (group.status !== 'active') continue
-      for (const option of group.options) {
-        if (option.status !== 'active') continue
-        if (!isCredentialGroupProvider(option.provider)) continue
-        if (getCredentialGroupProviderId(option.provider) !== providerId) continue
-        entries.push({
-          label: `${group.name} · ${option.label}`,
-          value: optionValue(group.id, option.id),
-        })
-      }
-    }
-    return entries
-  }, [settings, providerId])
-
-  if (!provider) return null
-
-  const selectedValue =
-    value.accessMode === 'members' && value.credentialGroupId && value.credentialGroupOptionId
-      ? optionValue(value.credentialGroupId, value.credentialGroupOptionId)
-      : undefined
+  if (!groupOptions.supported) return null
 
   if (!canAdmin) {
     if (value.accessMode !== 'members') return null
@@ -139,21 +74,26 @@ export function ConnectorAccessField({
     )
   }
 
-  const settingsHref = `/workspace/${workspaceId}/settings/credential-groups`
-  /** One existing group is reused on its own; several need the admin to say which. */
-  const needsChoice = options.length > 1
+  const selectedValue =
+    value.accessMode === 'members' && value.credentialGroupId && value.credentialGroupOptionId
+      ? encodeConnectorMemberGroupOption(value.credentialGroupId, value.credentialGroupOptionId)
+      : undefined
+  const { options, needsChoice, isLoading, error } = groupOptions
+  const membersHint = !credentialGroupsAvailable
+    ? 'Per-member access needs Credential Groups, which are not available on this plan.'
+    : !allowMembers
+      ? 'Per-member access is turned off for this workspace.'
+      : undefined
 
   return (
     <ChipModalField
       type='custom'
       title='Access'
-      error={loadError?.message}
+      error={error?.message}
       hint={
         value.accessMode === 'members'
           ? 'Each member sees only the documents their own account can open. Scheduled, API, and chat runs see workspace-visible documents only.'
-          : !credentialGroupsAvailable
-            ? 'Per-member access needs Credential Groups, which are not available on this plan.'
-            : undefined
+          : membersHint
       }
     >
       <div className='flex flex-col gap-2'>
@@ -181,24 +121,25 @@ export function ConnectorAccessField({
                 options={options}
                 value={selectedValue}
                 onChange={(next) => {
-                  const parsed = parseOptionValue(next)
-                  if (parsed) onChange(parsed)
+                  const decoded = decodeConnectorMemberGroupOption(next)
+                  if (decoded) onChange({ accessMode: 'members', ...decoded })
                 }}
                 placeholder='Choose which credential group members connect through'
                 isLoading={isLoading}
-                disabled={disabled || Boolean(loadError)}
+                disabled={disabled || Boolean(error)}
               />
             )}
             <p className='text-[var(--text-muted)] text-caption leading-snug'>
               {options.length === 1
                 ? `Members connect through ${options[0].label}. `
                 : options.length === 0
-                  ? `A credential group is created for ${connectorConfig.name}. `
+                  ? `A credential group named ${connectorConfig.name} is created. `
                   : ''}
-              Everyone in the workspace is invited to connect their own {connectorConfig.name}{' '}
-              account, and people who join later are invited automatically. Manage members in{' '}
+              Everyone in the workspace is invited by email to connect their own{' '}
+              {connectorConfig.name} account as the first sync starts, and people who join later are
+              invited automatically. Manage members in{' '}
               <Link
-                href={settingsHref}
+                href={`/workspace/${workspaceId}/settings/credential-groups`}
                 className='text-[var(--text-primary)] underline underline-offset-2'
               >
                 Settings
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx
index a4ddc1bfe72..e7f7f554282 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx
@@ -168,10 +168,18 @@ export function ConnectorsSection({
     )
   }
 
+  const deletingMembersConnector =
+    connectors.find((connector) => connector.id === deleteTarget)?.accessMode === 'members'
+
   const handleDeleteConnector = () => {
     if (!deleteTarget) return
     deleteConnector(
-      { knowledgeBaseId, connectorId: deleteTarget, deleteDocuments },
+      {
+        knowledgeBaseId,
+        connectorId: deleteTarget,
+        /** Documents synced per member have no meaning without their members. */
+        deleteDocuments: deleteDocuments || deletingMembersConnector,
+      },
       {
         onSuccess: () => {
           setError(null)
@@ -240,7 +248,11 @@ export function ConnectorsSection({
         }}
         srTitle='Remove Connector'
         title='Remove Connector'
-        text='This will disconnect the source and stop future syncs. Documents already synced will remain in the knowledge base unless you choose to delete them.'
+        text={
+          deletingMembersConnector
+            ? 'This will disconnect the source, stop future syncs, and delete the documents it synced per member.'
+            : 'This will disconnect the source and stop future syncs. Documents already synced will remain in the knowledge base unless you choose to delete them.'
+        }
         confirm={{
           label: 'Remove',
           onClick: handleDeleteConnector,
@@ -248,19 +260,21 @@ export function ConnectorsSection({
           pendingLabel: 'Removing...',
         }}
       >
-        <div className='flex items-center gap-2 px-2'>
-          <Checkbox
-            id={deleteDocumentsId}
-            checked={deleteDocuments}
-            onCheckedChange={(checked) => setDeleteDocuments(checked === true)}
-          />
-          <label
-            htmlFor={deleteDocumentsId}
-            className='cursor-pointer text-[var(--text-secondary)] text-small'
-          >
-            Also delete all synced documents
-          </label>
-        </div>
+        {!deletingMembersConnector && (
+          <div className='flex items-center gap-2 px-2'>
+            <Checkbox
+              id={deleteDocumentsId}
+              checked={deleteDocuments}
+              onCheckedChange={(checked) => setDeleteDocuments(checked === true)}
+            />
+            <label
+              htmlFor={deleteDocumentsId}
+              className='cursor-pointer text-[var(--text-secondary)] text-small'
+            >
+              Also delete all synced documents
+            </label>
+          </div>
+        )}
       </ChipConfirmModal>
     </div>
   )
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
index bc883470122..2a8355abed0 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
@@ -34,6 +34,7 @@ import type {
   ConfigFieldValue,
 } from '@/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-config-fields'
 import { useConnectorConfigFields } from '@/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-config-fields'
+import { useConnectorMemberGroupOptions } from '@/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-member-group-options'
 import { useWorkspaceHostContext } from '@/app/workspace/[workspaceId]/providers/workspace-host-provider'
 import { useUserPermissionsContext } from '@/app/workspace/[workspaceId]/providers/workspace-permissions-provider'
 import { withBrandIcon } from '@/blocks/brand-icon'
@@ -243,14 +244,22 @@ export function EditConnectorModal({
 
   const persistedAccess = useMemo(() => currentAccess(connector), [connector])
   const accessDirty = accessChanged(persistedAccess, access)
+  const groupOptions = useConnectorMemberGroupOptions({
+    workspaceId,
+    connectorConfig,
+    enabled: canAdmin && memberAccessAvailable,
+  })
   /** Leaving members mode needs the credential the connector syncs as from then on. */
   const needsWorkspaceCredential =
     accessDirty && access.accessMode === 'workspace' && connector.accessMode === 'members'
   const accessComplete =
     !accessDirty ||
-    access.accessMode === 'members' ||
-    !needsWorkspaceCredential ||
-    Boolean(workspaceCredentialId)
+    (access.accessMode === 'members'
+      ? !groupOptions.needsChoice || Boolean(access.credentialGroupOptionId)
+      : !needsWorkspaceCredential || Boolean(workspaceCredentialId))
+  /** A disabled member sync is re-enabled by applying the current binding again. */
+  const canReenableMemberSync =
+    !accessDirty && connector.accessMode === 'members' && connector.memberSyncStatus === 'disabled'
   const memberCapFieldIds = useMemo(
     () =>
       new Set(
@@ -407,6 +416,8 @@ export function EditConnectorModal({
             canAdmin={canAdmin}
             showAccessField={showAccessField}
             allowMembers={memberAccessAvailable}
+            groupOptions={groupOptions}
+            canReenableMemberSync={canReenableMemberSync}
             accessDirty={accessDirty}
             accessComplete={accessComplete}
             isSwitchingAccess={isSwitchingAccess}
@@ -428,7 +439,8 @@ export function EditConnectorModal({
           primaryAction={{
             label: isSaving ? 'Saving…' : 'Save',
             onClick: handleSave,
-            disabled: !hasChanges || isSaving,
+            /** An open access change is applied by its own control, never folded into Save. */
+            disabled: !hasChanges || accessDirty || isSaving,
           }}
         />
       )}
@@ -455,6 +467,8 @@ interface SettingsTabProps {
   canAdmin: boolean
   showAccessField: boolean
   allowMembers: boolean
+  groupOptions: ReturnType<typeof useConnectorMemberGroupOptions>
+  canReenableMemberSync: boolean
   accessDirty: boolean
   accessComplete: boolean
   isSwitchingAccess: boolean
@@ -485,6 +499,8 @@ function SettingsTab({
   canAdmin,
   showAccessField,
   allowMembers,
+  groupOptions,
+  canReenableMemberSync,
   accessDirty,
   accessComplete,
   isSwitchingAccess,
@@ -499,10 +515,14 @@ function SettingsTab({
     connectorConfig?.auth.mode === 'oauth'
       ? (getProviderIdFromServiceId(connectorConfig.auth.provider) as OAuthProvider)
       : null
+  const syncsPerMember = access.accessMode === 'members'
   const { data: rawCredentials = [], isLoading: credentialsLoading } = useOAuthCredentials(
     providerId ?? undefined,
-    { enabled: needsWorkspaceCredential && Boolean(providerId), workspaceId }
+    { enabled: (needsWorkspaceCredential || syncsPerMember) && Boolean(providerId), workspaceId }
   )
+  const [browseCredentialId, setBrowseCredentialId] = useState<string | null>(null)
+  /** A per-member connector has no credential of its own; the admin's account browses the source. */
+  const selectorCredentialId = syncsPerMember ? browseCredentialId : credentialId
   const credentialOptions = useMemo<ComboboxOption[]>(
     () =>
       rawCredentials
@@ -524,19 +544,38 @@ function SettingsTab({
           onChange={onAccessChange}
           canAdmin={canAdmin}
           allowMembers={allowMembers}
+          groupOptions={groupOptions}
           disabled={isSaving}
           footer={
-            accessDirty ? (
+            canReenableMemberSync ? (
+              <div className='flex flex-col gap-2'>
+                <div>
+                  <Button variant='primary' size='sm' onClick={onApplyAccess} disabled={isSaving}>
+                    {isSwitchingAccess ? 'Re-enabling…' : 'Re-enable per-member sync'}
+                  </Button>
+                </div>
+                <p className='text-[var(--text-muted)] text-caption leading-snug'>
+                  Members and their documents are kept; the next sync restores their access.
+                </p>
+              </div>
+            ) : accessDirty ? (
               <div className='flex flex-col gap-2'>
                 {needsWorkspaceCredential && (
-                  <ChipCombobox
-                    options={credentialOptions}
-                    value={workspaceCredentialId ?? undefined}
-                    onChange={onWorkspaceCredentialChange}
-                    placeholder={`Select the ${connectorConfig.name} account to sync as`}
-                    isLoading={credentialsLoading}
-                    disabled={isSaving}
-                  />
+                  <>
+                    <ChipCombobox
+                      options={credentialOptions}
+                      value={workspaceCredentialId ?? undefined}
+                      onChange={onWorkspaceCredentialChange}
+                      placeholder={`Select the ${connectorConfig.name} account to sync as`}
+                      isLoading={credentialsLoading}
+                      disabled={isSaving}
+                    />
+                    {!credentialsLoading && credentialOptions.length === 0 && (
+                      <p className='text-[var(--text-muted)] text-caption leading-snug'>
+                        Connect a {connectorConfig.name} account in Integrations first.
+                      </p>
+                    )}
+                  </>
                 )}
                 <div className='flex items-center gap-2'>
                   <Button
@@ -566,11 +605,28 @@ function SettingsTab({
         />
       )}
 
+      {connectorConfig && syncsPerMember && (
+        <ChipModalField
+          type='custom'
+          title='Browse with'
+          hint='Only used to pick folders and spaces below. The connector syncs as each member, not as this account.'
+        >
+          <ChipCombobox
+            options={credentialOptions}
+            value={browseCredentialId ?? undefined}
+            onChange={setBrowseCredentialId}
+            placeholder={`Select your ${connectorConfig.name} account`}
+            isLoading={credentialsLoading}
+            disabled={isSaving}
+          />
+        </ChipModalField>
+      )}
+
       {connectorConfig && (
         <ConnectorConfigFields
           connectorConfig={connectorConfig}
           sourceConfig={sourceConfig}
-          credentialId={credentialId}
+          credentialId={selectorCredentialId}
           canonicalGroups={canonicalGroups}
           canonicalModes={canonicalModes}
           isFieldVisible={isFieldVisible}
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/index.ts b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/index.ts
index 38dda1edd69..27c3e750e23 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/index.ts
@@ -1,4 +1,3 @@
-export { MemberConnectBanner } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner'
 export { ActionBar } from './action-bar'
 export { AddConnectorModal } from './add-connector-modal'
 export { AddDocumentsModal } from './add-documents-modal'
@@ -6,4 +5,5 @@ export { BaseTagsModal } from './base-tags-modal'
 export { ConnectorsSection } from './connectors-section'
 export { DocumentContextMenu } from './document-context-menu'
 export { EditConnectorModal } from './edit-connector-modal'
+export { MemberConnectBanner } from './member-connect-banner/member-connect-banner'
 export { RenameDocumentModal } from './rename-document-modal'
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner.tsx
index 670f01e514b..ee6f3136fcb 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner.tsx
@@ -1,83 +1,125 @@
 'use client'
 
-import { useState } from 'react'
+import { useEffect, useState } from 'react'
 import { Button } from '@sim/emcn'
+import { Loader } from '@sim/emcn/icons'
 import { createLogger } from '@sim/logger'
+import { useQueryClient } from '@tanstack/react-query'
 import { CONNECTOR_META_REGISTRY } from '@/connectors/registry'
 import {
   type ConnectorData,
+  connectorKeys,
   useStartConnectorMemberEnrollment,
 } from '@/hooks/queries/kb/connectors'
 
 const logger = createLogger('MemberConnectBanner')
 
+/** How often the connector list is refreshed while a member connects in another tab. */
+const AWAITING_CONNECTION_POLL_MS = 4_000
+
 interface MemberConnectBannerProps {
   knowledgeBaseId: string
   connectors: ConnectorData[]
 }
 
+function connectorName(connector: ConnectorData): string {
+  return CONNECTOR_META_REGISTRY[connector.connectorType]?.name ?? connector.connectorType
+}
+
 /**
- * Asks the viewer to connect their own account for every per-member connector
- * they have not connected yet. Connecting is the one thing a member has to do
- * to see the documents shared with them; everything else happens on its own.
+ * What the viewer must do for a per-member connector, if anything. Enrollment
+ * opens in a new tab — the enrollment page ends by telling the person to close
+ * it — and the list is polled meanwhile so the row updates on its own.
  */
 export function MemberConnectBanner({ knowledgeBaseId, connectors }: MemberConnectBannerProps) {
+  const queryClient = useQueryClient()
   const { mutate: startEnrollment, isPending } = useStartConnectorMemberEnrollment()
-  const [pendingConnectorId, setPendingConnectorId] = useState<string | null>(null)
+  const [awaitingConnectorIds, setAwaitingConnectorIds] = useState<ReadonlySet<string>>(
+    () => new Set()
+  )
   const [error, setError] = useState<string | null>(null)
 
-  const awaiting = connectors.filter(
+  const rows = connectors.filter(
     (connector) =>
       connector.accessMode === 'members' &&
       connector.viewerMembership !== null &&
-      connector.viewerMembership !== undefined &&
-      connector.viewerMembership !== 'connected'
+      (connector.viewerMembership !== 'connected' ||
+        connector.memberSyncStatus === 'pending' ||
+        connector.memberSyncStatus === 'running')
   )
-  if (awaiting.length === 0) return null
+
+  const awaiting = rows.some(
+    (connector) =>
+      awaitingConnectorIds.has(connector.id) && connector.viewerMembership !== 'connected'
+  )
+  useEffect(() => {
+    if (!awaiting) return
+    const timer = setInterval(() => {
+      void queryClient.invalidateQueries({ queryKey: connectorKeys.lists(knowledgeBaseId) })
+    }, AWAITING_CONNECTION_POLL_MS)
+    return () => clearInterval(timer)
+  }, [awaiting, knowledgeBaseId, queryClient])
+
+  if (rows.length === 0) return null
 
   const connect = (connectorId: string) => {
     setError(null)
-    setPendingConnectorId(connectorId)
     startEnrollment(
       { knowledgeBaseId, connectorId },
       {
         onSuccess: ({ url }) => {
-          window.location.assign(url)
+          window.open(url, '_blank', 'noopener')
+          setAwaitingConnectorIds((current) => new Set([...current, connectorId]))
         },
         onError: (err) => {
           logger.error('Failed to start member enrollment', { error: err.message })
           setError(err.message)
-          setPendingConnectorId(null)
         },
       }
     )
   }
 
   return (
-    <div className='mx-4 mt-3 flex flex-col gap-2'>
-      {awaiting.map((connector) => {
-        const name =
-          CONNECTOR_META_REGISTRY[connector.connectorType]?.name ?? connector.connectorType
-        const reconnect = connector.viewerMembership === 'needs_reauth'
-        const busy = isPending && pendingConnectorId === connector.id
+    <div className='mx-6 mt-3 mb-1 flex flex-col gap-2'>
+      {rows.map((connector) => {
+        const name = connectorName(connector)
+        const membership = connector.viewerMembership
+        const waiting = awaitingConnectorIds.has(connector.id) && membership !== 'connected'
+        const text =
+          membership === 'connected'
+            ? `Syncing the ${name} documents shared with you. They appear when the sync completes.`
+            : membership === 'needs_reauth'
+              ? `Reconnect your ${name} account to keep seeing the documents shared with you.`
+              : membership === 'unverified_email'
+                ? `Verify your email address to see the ${name} documents shared with you.`
+                : membership === 'revoked'
+                  ? `A workspace admin removed your access to ${name} documents.`
+                  : waiting
+                    ? `Finish connecting your ${name} account in the other tab.`
+                    : `Connect your ${name} account to see the documents shared with you.`
+        const canConnect =
+          membership === 'needs_reauth' || membership === 'invited' || membership === 'not_enrolled'
         return (
           <div
             key={connector.id}
             className='flex items-center justify-between gap-3 rounded-md border border-[var(--border)] bg-[var(--surface-3)] px-3 py-2'
           >
-            <p className='min-w-0 text-[var(--text-body)] text-small'>
-              {reconnect
-                ? `Reconnect your ${name} account to keep seeing the documents shared with you.`
-                : `Connect your ${name} account to see the documents shared with you.`}
+            <p className='flex min-w-0 items-center gap-2 text-[var(--text-body)] text-small'>
+              {(membership === 'connected' || waiting) && (
+                <Loader className='size-[14px] flex-shrink-0 text-[var(--text-icon)]' animate />
+              )}
+              <span>{text}</span>
             </p>
-            <Button
-              variant='primary'
-              size='sm'
-              onClick={() => connect(connector.id)}
-              disabled={isPending}
-            >
-              {busy ? 'Opening…' : reconnect ? 'Reconnect' : 'Connect'}
-            </Button>
+            {canConnect && (
+              <Button
+                variant='primary'
+                size='sm'
+                onClick={() => connect(connector.id)}
+                disabled={isPending}
+              >
+                {waiting ? 'Open again' : membership === 'needs_reauth' ? 'Reconnect' : 'Connect'}
+              </Button>
+            )}
           </div>
         )
       })}
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-member-group-options.ts b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-member-group-options.ts
new file mode 100644
index 00000000000..d25d4387a9c
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-member-group-options.ts
@@ -0,0 +1,106 @@
+'use client'
+
+import { useMemo } from 'react'
+import type { ComboboxOption } from '@sim/emcn'
+import {
+  type CredentialGroupStandardOAuthProvider,
+  getCredentialGroupProviderId,
+  getCredentialGroupStandardOAuthProviderFromProviderId,
+  isCredentialGroupProvider,
+} from '@/lib/credential-groups/providers'
+import type { ConnectorMeta } from '@/connectors/types'
+import { useCredentialGroups } from '@/hooks/queries/credential-groups'
+
+/** Encodes a group and option pair as one combobox value. */
+export function encodeConnectorMemberGroupOption(
+  credentialGroupId: string,
+  credentialGroupOptionId: string
+): string {
+  return `${credentialGroupId}:${credentialGroupOptionId}`
+}
+
+export function decodeConnectorMemberGroupOption(
+  value: string
+): { credentialGroupId: string; credentialGroupOptionId: string } | null {
+  const separator = value.indexOf(':')
+  if (separator <= 0) return null
+  return {
+    credentialGroupId: value.slice(0, separator),
+    credentialGroupOptionId: value.slice(separator + 1),
+  }
+}
+
+/** The credential-group provider that collects accounts for this connector, if any. */
+export function connectorMemberGroupProvider(
+  connectorConfig: ConnectorMeta
+): CredentialGroupStandardOAuthProvider | null {
+  if (connectorConfig.auth.mode !== 'oauth' || !connectorConfig.permissionScopedListing) return null
+  try {
+    return getCredentialGroupStandardOAuthProviderFromProviderId(connectorConfig.auth.provider)
+  } catch {
+    return null
+  }
+}
+
+interface UseConnectorMemberGroupOptionsInput {
+  workspaceId: string
+  connectorConfig: ConnectorMeta | null
+  /** False leaves the query off and reports no options, for a viewer who cannot choose anyway. */
+  enabled: boolean
+}
+
+export interface ConnectorMemberGroupOptions {
+  /** Every active option in the workspace collecting the connector's accounts, as combobox entries. */
+  options: ComboboxOption[]
+  /** Whether the connector's provider can be collected through a Credential Group at all. */
+  supported: boolean
+  /** More than one candidate: the admin has to say which, or the server refuses the ambiguity. */
+  needsChoice: boolean
+  isLoading: boolean
+  error: Error | null
+}
+
+/**
+ * The Credential Group options a per-member connector could sync through.
+ * One source for the Access field, which renders them, and the modals, which
+ * must not submit while a choice between several is still open.
+ */
+export function useConnectorMemberGroupOptions({
+  workspaceId,
+  connectorConfig,
+  enabled,
+}: UseConnectorMemberGroupOptionsInput): ConnectorMemberGroupOptions {
+  const provider = connectorConfig ? connectorMemberGroupProvider(connectorConfig) : null
+  const providerId = provider ? getCredentialGroupProviderId(provider) : null
+  const {
+    data: settings,
+    isLoading,
+    error,
+  } = useCredentialGroups(enabled && provider ? workspaceId : undefined)
+
+  const options = useMemo<ComboboxOption[]>(() => {
+    if (!settings || !providerId) return []
+    const entries: ComboboxOption[] = []
+    for (const group of settings.credentialGroups) {
+      if (group.status !== 'active') continue
+      for (const option of group.options) {
+        if (option.status !== 'active') continue
+        if (!isCredentialGroupProvider(option.provider)) continue
+        if (getCredentialGroupProviderId(option.provider) !== providerId) continue
+        entries.push({
+          label: `${group.name} · ${option.label}`,
+          value: encodeConnectorMemberGroupOption(group.id, option.id),
+        })
+      }
+    }
+    return entries
+  }, [settings, providerId])
+
+  return {
+    options,
+    supported: provider !== null,
+    needsChoice: options.length > 1,
+    isLoading,
+    error: error ?? null,
+  }
+}
diff --git a/apps/sim/lib/api/contracts/knowledge/connectors.ts b/apps/sim/lib/api/contracts/knowledge/connectors.ts
index cd135a59202..9ce7814eebb 100644
--- a/apps/sim/lib/api/contracts/knowledge/connectors.ts
+++ b/apps/sim/lib/api/contracts/knowledge/connectors.ts
@@ -137,6 +137,8 @@ export const VIEWER_CONNECTOR_MEMBERSHIPS = [
   'needs_reauth',
   'invited',
   'not_enrolled',
+  'revoked',
+  'unverified_email',
 ] as const
 export const viewerConnectorMembershipSchema = z.enum(VIEWER_CONNECTOR_MEMBERSHIPS)
 export type ViewerConnectorMembership = z.output<typeof viewerConnectorMembershipSchema>
@@ -159,10 +161,11 @@ export const connectorDataSchema = z
     consecutiveFailures: z.number(),
     accessMode: connectorAccessModeSchema,
     /**
-     * Where the viewer stands with a per-member connector: absent for a
-     * workspace-mode connector or a caller with no person behind it.
+     * Where the viewer stands with a per-member connector; null for a
+     * workspace-mode connector, a caller with no person behind it, or where
+     * per-member access is not available.
      */
-    viewerMembership: viewerConnectorMembershipSchema.nullable().optional(),
+    viewerMembership: viewerConnectorMembershipSchema.nullable(),
     credentialGroupId: z.string().nullable(),
     credentialGroupOptionId: z.string().nullable(),
     /** Members mode only; `idle` otherwise. */
diff --git a/apps/sim/lib/credential-groups/oauth.ts b/apps/sim/lib/credential-groups/oauth.ts
index 0aea1addc2a..665ea90ce95 100644
--- a/apps/sim/lib/credential-groups/oauth.ts
+++ b/apps/sim/lib/credential-groups/oauth.ts
@@ -1,5 +1,7 @@
 import { db } from '@sim/db'
 import { credential, credentialGroup, credentialGroupEnrollment } from '@sim/db/schema'
+import { createLogger } from '@sim/logger'
+import { getErrorMessage } from '@sim/utils/errors'
 import { generateId } from '@sim/utils/id'
 import { and, eq, ne, sql } from 'drizzle-orm'
 import {
@@ -84,6 +86,8 @@ async function assertCurrentPolicy(
 }
 
 /** Builds a provider authorization URL after persisting a provider-bound one-time attempt. */
+const logger = createLogger('CredentialGroupOAuth')
+
 export async function startCredentialGroupOAuth(
   context: CredentialGroupOAuthContext,
   invitationToken: string
@@ -269,6 +273,24 @@ async function persistGrant(
       throw new CredentialGroupInvitationUnavailableError()
     }
   })
+
+  /**
+   * Knowledge connectors crawling through this option pick the member up on
+   * their next run; queue one now so their documents arrive within minutes.
+   * Loaded lazily: credential groups do not otherwise depend on knowledge.
+   */
+  const { dispatchMemberSyncsForCredentialOption } = await import(
+    '@/lib/knowledge/connectors/member-provisioning'
+  )
+  await dispatchMemberSyncsForCredentialOption({
+    workspaceId: context.workspaceId,
+    credentialGroupOptionId: context.option.id,
+  }).catch((error) => {
+    logger.warn('Failed to queue member syncs after an account connected', {
+      credentialGroupOptionId: context.option.id,
+      error: getErrorMessage(error),
+    })
+  })
 }
 
 /** Exchanges a single-use code through its provider adapter and persists a normalized grant. */
diff --git a/apps/sim/lib/knowledge/access/availability.ts b/apps/sim/lib/knowledge/access/availability.ts
index 9af1410a7e1..f3d3f228823 100644
--- a/apps/sim/lib/knowledge/access/availability.ts
+++ b/apps/sim/lib/knowledge/access/availability.ts
@@ -1,4 +1,6 @@
+import { getWorkspaceOwnerSubscriptionAccess } from '@/lib/billing/core/workspace-access'
 import { isFeatureEnabled } from '@/lib/core/config/feature-flags'
+import { isCredentialGroupsAvailable } from '@/lib/credential-groups/availability'
 
 /**
  * Who is asking. Members mode — creating, switching, syncing, and honouring
@@ -14,16 +16,20 @@ export interface KnowledgeMemberAccessContext {
 }
 
 /**
- * Whether permission-aware knowledge is on for this workspace: members-mode
- * connectors, their per-member change feeds, and hybrid-by-default retrieval
- * with the source-recency boost. Everything the feature adds checks this one
- * gate. Turning the flag off hides every member-scoped document on the next
- * read, disables each members-mode connector on its next run (members are
- * suspended, nothing is deleted), and returns search to the semantic-only
- * default; a disabled connector is re-enabled by switching its access again.
+ * Whether permission-aware knowledge is on for this workspace: the
+ * `knowledge-member-access` flag, and Credential Groups available to the
+ * workspace, which members mode enrolls people through. Every gate the
+ * feature has checks this one function — creating and switching connectors,
+ * the member engine, the member tokens a reader is granted, and the
+ * workspace host context the UI reads — so they can never disagree. When it
+ * turns off, member-scoped documents are hidden on the next read, members-mode
+ * connectors wait rather than change anything, and search returns to the
+ * semantic-only default; nothing is deleted.
  */
 export async function isKnowledgeMemberAccessAvailable(
   context: KnowledgeMemberAccessContext
 ): Promise<boolean> {
-  return isFeatureEnabled('knowledge-member-access', context)
+  if (!(await isFeatureEnabled('knowledge-member-access', context))) return false
+  const ownerBilling = await getWorkspaceOwnerSubscriptionAccess(context.workspaceId)
+  return isCredentialGroupsAvailable({ workspaceId: context.workspaceId, ownerBilling })
 }
diff --git a/apps/sim/lib/knowledge/access/scope.test.ts b/apps/sim/lib/knowledge/access/scope.test.ts
index 23a7a28f45d..759817878f3 100644
--- a/apps/sim/lib/knowledge/access/scope.test.ts
+++ b/apps/sim/lib/knowledge/access/scope.test.ts
@@ -5,13 +5,17 @@ import type { Principal } from '@sim/auth/principal'
 import { dbChainMockFns, queueTableRows, resetDbChainMock, schemaMock } from '@sim/testing'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
-const { mockMemberAccessAvailable } = vi.hoisted(() => ({
+const { mockMemberAccessAvailable, mockCheckWorkspaceAccess } = vi.hoisted(() => ({
   mockMemberAccessAvailable: vi.fn(async () => true),
+  mockCheckWorkspaceAccess: vi.fn(async () => ({ hasAccess: true })),
 }))
 
 vi.mock('@/lib/knowledge/access/availability', () => ({
   isKnowledgeMemberAccessAvailable: mockMemberAccessAvailable,
 }))
+vi.mock('@/lib/workspaces/permissions/utils', () => ({
+  checkWorkspaceAccess: mockCheckWorkspaceAccess,
+}))
 
 import {
   createKnowledgeAccessProvider,
@@ -46,7 +50,29 @@ describe('resolveKnowledgeAccessScope', () => {
       userId: 'user-1',
       tokens: ['pub', 's:confluence:-:557058:abc', 's:google-drive:acme.com:42', 'ws'],
     })
-    expect(dbChainMockFns.leftJoin).toHaveBeenCalledTimes(2)
+    expect(dbChainMockFns.leftJoin).toHaveBeenCalledTimes(3)
+  })
+
+  it('grants no member token to someone who is no longer in the workspace', async () => {
+    mockCheckWorkspaceAccess.mockResolvedValueOnce({ hasAccess: false })
+    await expect(resolveKnowledgeAccessScope(SESSION, WORKSPACE)).resolves.toEqual({
+      kind: 'user',
+      userId: 'user-1',
+      tokens: ['pub', 'ws'],
+    })
+    expect(dbChainMockFns.select).not.toHaveBeenCalled()
+  })
+
+  it('grants no member token where per-member access is off, whatever the person holds', async () => {
+    mockMemberAccessAvailable.mockResolvedValueOnce(false)
+    queueSubjects([
+      { providerId: 'google-drive', providerTenantId: 'acme.com', providerSubjectId: '42' },
+    ])
+    await expect(resolveKnowledgeAccessScope(SESSION, WORKSPACE)).resolves.toEqual({
+      kind: 'user',
+      userId: 'user-1',
+      tokens: ['pub', 'ws'],
+    })
   })
 
   it('falls back to the workspace pair for a person with no credential, and for one who is unverified or unknown', async () => {
diff --git a/apps/sim/lib/knowledge/access/scope.ts b/apps/sim/lib/knowledge/access/scope.ts
index 477290440e3..7298e676754 100644
--- a/apps/sim/lib/knowledge/access/scope.ts
+++ b/apps/sim/lib/knowledge/access/scope.ts
@@ -1,6 +1,6 @@
 import { type Principal, resolvePrincipalSubject } from '@sim/auth/principal'
 import { db } from '@sim/db'
-import { credential, credentialGroupEnrollment, user } from '@sim/db/schema'
+import { credential, credentialGroup, credentialGroupEnrollment, user } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
 import { and, eq, inArray, sql } from 'drizzle-orm'
@@ -13,6 +13,7 @@ import {
   WORKSPACE_ACCESS_TOKENS,
   type WorkspaceAccessScope,
 } from '@/lib/knowledge/access/types'
+import { checkWorkspaceAccess } from '@/lib/workspaces/permissions/utils'
 
 const logger = createLogger('KnowledgeAccessScope')
 
@@ -43,6 +44,14 @@ async function loadUserAccessTokens(
 ): Promise<string[]> {
   if (!workspaceId) return [...WORKSPACE_ACCESS_TOKENS]
 
+  /**
+   * Member tokens belong to current workspace members. Resolved before any
+   * document is looked up, so someone who left the workspace but still holds
+   * a managed credential cannot learn which documents their old tokens match.
+   */
+  const workspaceAccess = await checkWorkspaceAccess(workspaceId, userId)
+  if (!workspaceAccess.hasAccess) return [...WORKSPACE_ACCESS_TOKENS]
+
   const rows = await db
     .select({
       providerId: credential.providerId,
@@ -60,13 +69,26 @@ async function loadUserAccessTokens(
         inArray(credentialGroupEnrollment.status, [...LIVE_ENROLLMENT_STATUSES])
       )
     )
+    .leftJoin(
+      credentialGroup,
+      and(
+        eq(credentialGroup.id, credentialGroupEnrollment.credentialGroupId),
+        eq(credentialGroup.status, 'active')
+      )
+    )
     .leftJoin(
       credential,
       and(
         eq(credential.credentialGroupEnrollmentId, credentialGroupEnrollment.id),
         eq(credential.workspaceId, workspaceId),
         eq(credential.type, 'managed_oauth'),
-        eq(credential.managedOauthStatus, 'active')
+        eq(credential.managedOauthStatus, 'active'),
+        /** The option must still be live, exactly as the member engine requires. */
+        sql`EXISTS (
+          SELECT 1 FROM jsonb_array_elements(${credentialGroup.options}) AS option
+          WHERE option->>'id' = ${credential.credentialGroupOptionId}
+            AND option->>'status' = 'active'
+        )`
       )
     )
     .where(and(eq(user.id, userId), eq(user.emailVerified, true)))
diff --git a/apps/sim/lib/knowledge/application/connector-access.ts b/apps/sim/lib/knowledge/application/connector-access.ts
index 915351ed761..10ee7defc95 100644
--- a/apps/sim/lib/knowledge/application/connector-access.ts
+++ b/apps/sim/lib/knowledge/application/connector-access.ts
@@ -1,7 +1,5 @@
 import { AuditAction, AuditResourceType } from '@sim/audit'
 import { type Principal, resolvePrincipalSubjectUserId } from '@sim/auth/principal'
-import { createLogger } from '@sim/logger'
-import { getErrorMessage } from '@sim/utils/errors'
 import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { generateRequestId } from '@/lib/core/utils/request'
@@ -26,9 +24,7 @@ import { getKnowledgeConnector } from '@/lib/knowledge/orchestration/connectors'
 import type { KnowledgeOperationSource } from '@/lib/knowledge/orchestration/shared'
 import { getConnectorMeta } from '@/connectors/registry'
 
-const logger = createLogger('KnowledgeConnectorAccessApplication')
-
-/** Provisioning pulls in the credential-group services; loaded only when a members-mode switch needs it. */
+/** The enrollment link needs the credential-group services; loaded only when a member connects. */
 async function loadMemberProvisioning() {
   return import('@/lib/knowledge/connectors/member-provisioning')
 }
@@ -117,7 +113,6 @@ export const updateKnowledgeConnectorAccess = defineAuthorizedKnowledgeUseCase({
       )
     }
 
-    const subjectUserId = resolvePrincipalSubjectUserId(principal)
     const target =
       input.accessMode === 'members'
         ? {
@@ -131,13 +126,8 @@ export const updateKnowledgeConnectorAccess = defineAuthorizedKnowledgeUseCase({
                       credentialGroupId: input.credentialGroupId,
                       credentialGroupOptionId: input.credentialGroupOptionId,
                     }
-                  : await (
-                      await loadMemberProvisioning()
-                    ).provisionKnowledgeConnectorMembersBinding({
-                      workspaceId,
-                      connectorMeta,
-                      userId: actingUserId,
-                    }),
+                  : null,
+              actingUserId,
               sourceConfig: connector.sourceConfig as Record<string, unknown>,
             }),
           }
@@ -165,22 +155,6 @@ export const updateKnowledgeConnectorAccess = defineAuthorizedKnowledgeUseCase({
       request,
     })
     requireSuccessfulOutcome(outcome, 'Knowledge connector access update failed')
-    if (target.accessMode === 'members' && outcome.changed) {
-      const provisioning = await loadMemberProvisioning()
-      await provisioning
-        .inviteWorkspaceMembersToCredentialGroup({
-          workspaceId,
-          credentialGroupId: target.binding.credentialGroupId,
-          inviterUserId: subjectUserId ?? undefined,
-          limit: provisioning.MEMBER_PROVISION_INVITES_PER_REQUEST,
-        })
-        .catch((error) => {
-          logger.warn('Failed to invite workspace members after switching to members mode', {
-            workspaceId,
-            error: getErrorMessage(error),
-          })
-        })
-    }
     return { connector: outcome.connector, changed: outcome.changed, workspaceId }
   },
   projectAudit: ({ input, context, result }) =>
diff --git a/apps/sim/lib/knowledge/application/connectors.ts b/apps/sim/lib/knowledge/application/connectors.ts
index fcf36ed6a7f..f90afc51dd7 100644
--- a/apps/sim/lib/knowledge/application/connectors.ts
+++ b/apps/sim/lib/knowledge/application/connectors.ts
@@ -9,8 +9,6 @@ import {
   knowledgeConnectorMemberSyncLog,
   knowledgeConnectorSyncLog,
 } from '@sim/db/schema'
-import { createLogger } from '@sim/logger'
-import { getErrorMessage } from '@sim/utils/errors'
 import { and, asc, count, desc, eq, inArray, isNull, lt, or, sql } from 'drizzle-orm'
 import { decryptApiKey } from '@/lib/api-key/crypto'
 import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
@@ -64,9 +62,7 @@ interface KnowledgeConnectorApplicationInput {
   source?: KnowledgeOperationSource
 }
 
-const logger = createLogger('KnowledgeConnectorsApplication')
-
-/** Provisioning pulls in the credential-group services; loaded only when a members-mode connector needs it. */
+/** The viewer's standing with per-member connectors; loaded only when the list holds one. */
 async function loadMemberProvisioning() {
   return import('@/lib/knowledge/connectors/member-provisioning')
 }
@@ -358,7 +354,7 @@ export const readKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
     principal: Principal
     input: ReadKnowledgeConnectorInput
   }) => resolveActiveKnowledgeConnectorContext(input, principal),
-  async execute({ context }) {
+  async execute({ principal, context }) {
     const connector = await getKnowledgeConnector(context.knowledgeBaseId, context.connectorId)
     if (!connector) throw new OrchestrationError('not_found', 'Connector not found')
     const [syncLogs, memberSyncLogs, members] = await Promise.all([
@@ -377,7 +373,24 @@ export const readKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
       summarizeConnectorMembers(context.connectorId, connector.syncIntervalMinutes),
     ])
     const { encryptedApiKey: _encryptedApiKey, ...connectorData } = connector
-    return { connector: { ...connectorData, syncLogs, memberSyncLogs, members } }
+    const viewerUserId = resolvePrincipalSubjectUserId(principal)
+    const memberships =
+      viewerUserId && context.workspaceId
+        ? await (await loadMemberProvisioning()).resolveViewerConnectorMemberships({
+            userId: viewerUserId,
+            workspaceId: context.workspaceId,
+            connectors: [connector],
+          })
+        : new Map()
+    return {
+      connector: {
+        ...connectorData,
+        viewerMembership: memberships.get(connector.id) ?? null,
+        syncLogs,
+        memberSyncLogs,
+        members,
+      },
+    }
   },
 })
 
@@ -435,7 +448,13 @@ export const createKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
        * which is an admin decision even though creating a connector is not.
        */
       const subjectUserId = resolvePrincipalSubjectUserId(principal)
-      if (!subjectUserId || context.workspaceId === undefined) {
+      if (context.workspaceId === undefined) {
+        throw new OrchestrationError(
+          'validation',
+          'Per-member access needs a workspace knowledge base'
+        )
+      }
+      if (!subjectUserId) {
         throw new OrchestrationError(
           'forbidden',
           'A members-mode connector needs a signed-in admin'
@@ -446,21 +465,17 @@ export const createKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
       if (!connectorMeta) {
         throw new OrchestrationError('validation', `Unknown connector type: ${input.connectorType}`)
       }
-      const named =
-        input.credentialGroupId && input.credentialGroupOptionId
-          ? {
-              credentialGroupId: input.credentialGroupId,
-              credentialGroupOptionId: input.credentialGroupOptionId,
-            }
-          : await (await loadMemberProvisioning()).provisionKnowledgeConnectorMembersBinding({
-              workspaceId,
-              connectorMeta,
-              userId: subjectUserId,
-            })
       membersBinding = await resolveKnowledgeConnectorMembersBinding({
         workspaceId,
         connectorMeta,
-        binding: named,
+        binding:
+          input.credentialGroupId && input.credentialGroupOptionId
+            ? {
+                credentialGroupId: input.credentialGroupId,
+                credentialGroupOptionId: input.credentialGroupOptionId,
+              }
+            : null,
+        actingUserId: subjectUserId,
         sourceConfig: input.sourceConfig,
       })
     }
@@ -490,29 +505,6 @@ export const createKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
       recordProductAnalytics: false,
     })
     requireSuccessfulOutcome(outcome, 'Knowledge connector creation failed')
-    if (membersBinding && outcome.success) {
-      /**
-       * Everyone in the workspace is invited to connect, so the admin's only
-       * next step is to wait. Bounded here; the member run invites the rest.
-       */
-      const provisioning = await loadMemberProvisioning()
-      await provisioning
-        .inviteWorkspaceMembersToCredentialGroup({
-          workspaceId,
-          credentialGroupId: membersBinding.credentialGroupId,
-          inviterUserId: resolvePrincipalSubjectUserId(principal) ?? undefined,
-          limit: provisioning.MEMBER_PROVISION_INVITES_PER_REQUEST,
-        })
-        .catch((error) => {
-          logger.warn(
-            'Failed to invite workspace members after creating a members-mode connector',
-            {
-              workspaceId,
-              error: getErrorMessage(error),
-            }
-          )
-        })
-    }
     return { connector: outcome.connector, workspaceId }
   },
   projectAudit: ({ input, context, result }) => ({
diff --git a/apps/sim/lib/knowledge/application/documents.ts b/apps/sim/lib/knowledge/application/documents.ts
index 78a9ed8eba6..47a35371412 100644
--- a/apps/sim/lib/knowledge/application/documents.ts
+++ b/apps/sim/lib/knowledge/application/documents.ts
@@ -1010,6 +1010,7 @@ export const bulkUpdateKnowledgeDocuments = defineAuthorizedKnowledgeUseCase({
             context.knowledgeBaseId,
             input.operation,
             input.documentIds,
+            await context.access.get(),
             generateRequestId()
           )
         : null
diff --git a/apps/sim/lib/knowledge/connectors/member-observations.ts b/apps/sim/lib/knowledge/connectors/member-observations.ts
index ecefbb838bf..d70b8a01dae 100644
--- a/apps/sim/lib/knowledge/connectors/member-observations.ts
+++ b/apps/sim/lib/knowledge/connectors/member-observations.ts
@@ -9,6 +9,7 @@ import {
   and,
   eq,
   exists,
+  gt,
   inArray,
   isNotNull,
   isNull,
@@ -231,23 +232,31 @@ export async function applyMemberDocumentLifecycle(input: {
   lease: Pick<SyncRunLease, 'beatIfDue'>
   /** External ids whose refresh did not land this run; withheld from resurrection. */
   failedExternalIds: ReadonlySet<string>
+  /**
+   * Whether absence of observers may hide or purge a document. False until at
+   * least one member has completed a listing: before that, nothing has been
+   * observed yet, so absence says nothing.
+   */
+  allowRemoval: boolean
 }): Promise<MemberDocumentLifecycleResult> {
   const { connectorId, knowledgeBaseId, runId } = input
   const now = new Date()
 
-  const tombstoned = await db
-    .update(document)
-    .set({ deletedAt: now })
-    .where(
-      and(
-        eq(document.connectorId, connectorId),
-        eq(document.userExcluded, false),
-        isNull(document.archivedAt),
-        isNull(document.deletedAt),
-        hasNoObservation()
-      )
-    )
-    .returning({ id: document.id })
+  const tombstoned = !input.allowRemoval
+    ? []
+    : await db
+        .update(document)
+        .set({ deletedAt: now })
+        .where(
+          and(
+            eq(document.connectorId, connectorId),
+            eq(document.userExcluded, false),
+            isNull(document.archivedAt),
+            isNull(document.deletedAt),
+            hasNoObservation()
+          )
+        )
+        .returning({ id: document.id })
 
   const resurrectionCandidates = await db
     .select({ id: document.id, externalId: document.externalId })
@@ -303,7 +312,7 @@ export async function applyMemberDocumentLifecycle(input: {
   }
   let purged = 0
   const purgeIds = purgeCandidates.map((row) => row.id)
-  for (let offset = 0; offset < purgeIds.length; offset += PURGE_CHUNK_SIZE) {
+  for (let offset = 0; input.allowRemoval && offset < purgeIds.length; offset += PURGE_CHUNK_SIZE) {
     await input.lease.beatIfDue()
     purged += await hardDeleteDocuments(
       purgeIds.slice(offset, offset + PURGE_CHUNK_SIZE),
@@ -354,6 +363,9 @@ export async function sweepStaleMemberObservations(now: Date): Promise<StaleMemb
     .where(
       and(
         eq(knowledgeConnector.accessMode, 'members'),
+        /** Only a connector that is meant to be crawling can have stopped crawling. */
+        eq(knowledgeConnector.status, 'active'),
+        gt(knowledgeConnector.syncIntervalMinutes, 0),
         isNull(knowledgeConnector.archivedAt),
         isNull(knowledgeConnector.deletedAt),
         exists(
diff --git a/apps/sim/lib/knowledge/connectors/member-provisioning.test.ts b/apps/sim/lib/knowledge/connectors/member-provisioning.test.ts
index 4cea7cfdf6c..e013e87b6e4 100644
--- a/apps/sim/lib/knowledge/connectors/member-provisioning.test.ts
+++ b/apps/sim/lib/knowledge/connectors/member-provisioning.test.ts
@@ -6,7 +6,13 @@ import { describe, expect, it, vi } from 'vitest'
 vi.mock('@/lib/credential-groups/enrollments', () => ({
   createCredentialGroupInvitationLink: vi.fn(),
   inviteCredentialGroupEnrollment: vi.fn(),
-  loadCredentialGroupInviterIdentity: vi.fn(),
+}))
+vi.mock('@/lib/knowledge/access/availability', () => ({
+  isKnowledgeMemberAccessAvailable: vi.fn(),
+}))
+vi.mock('@/lib/knowledge/connectors/member-queue', () => ({ dispatchMemberSync: vi.fn() }))
+vi.mock('@/lib/billing/core/billing-attribution', () => ({
+  resolveSystemBillingAttribution: vi.fn(),
 }))
 vi.mock('@/lib/credential-groups/service', () => ({
   createCredentialGroup: vi.fn(),
@@ -21,22 +27,20 @@ import {
 
 describe('pickProvisionedGroupName', () => {
   it('names the group after the connector and steps past taken names', () => {
-    expect(pickProvisionedGroupName('Google Drive', [])).toBe('Google Drive access')
-    expect(pickProvisionedGroupName('Google Drive', ['google drive access'])).toBe(
-      'Google Drive access 2'
+    expect(pickProvisionedGroupName('Google Drive', [])).toBe('Google Drive')
+    expect(pickProvisionedGroupName('Google Drive', ['google drive'])).toBe('Google Drive 2')
+    expect(pickProvisionedGroupName('Google Drive', ['Google Drive', 'Google Drive 2'])).toBe(
+      'Google Drive 3'
     )
-    expect(
-      pickProvisionedGroupName('Google Drive', ['Google Drive access', 'Google Drive access 2'])
-    ).toBe('Google Drive access 3')
   })
 
   it('gives up with a pointer to Settings once every candidate is taken', () => {
     const taken = [
-      'Google Drive access',
-      'Google Drive access 2',
-      'Google Drive access 3',
-      'Google Drive access 4',
-      'Google Drive access 5',
+      'Google Drive',
+      'Google Drive 2',
+      'Google Drive 3',
+      'Google Drive 4',
+      'Google Drive 5',
     ]
     expect(() => pickProvisionedGroupName('Google Drive', taken)).toThrow('Settings')
   })
@@ -44,22 +48,24 @@ describe('pickProvisionedGroupName', () => {
 
 describe('deriveViewerConnectorMembership', () => {
   it.each([
-    ['active', 'completed', 'connected'],
-    ['active', 'in_progress', 'connected'],
-    ['needs_reauth', 'completed', 'needs_reauth'],
-    [null, 'invited', 'invited'],
-    [null, 'delivery_failed', 'invited'],
-    [null, 'in_progress', 'invited'],
-    [null, 'completed', 'invited'],
-    ['revoked', 'completed', 'invited'],
-    [null, 'revoked', 'not_enrolled'],
-    [null, null, 'not_enrolled'],
+    [true, 'active', 'completed', 'connected'],
+    [true, 'active', 'in_progress', 'connected'],
+    [true, 'needs_reauth', 'completed', 'needs_reauth'],
+    [true, null, 'invited', 'invited'],
+    [true, null, 'delivery_failed', 'invited'],
+    [true, null, 'in_progress', 'invited'],
+    [true, null, 'completed', 'invited'],
+    [true, 'revoked', 'completed', 'invited'],
+    [true, 'active', 'revoked', 'revoked'],
+    [true, null, 'revoked', 'revoked'],
+    [true, null, null, 'not_enrolled'],
+    [false, 'active', 'completed', 'unverified_email'],
   ] as const)(
-    'credential %s + enrollment %s → %s',
-    (managedOauthStatus, enrollmentStatus, expected) => {
-      expect(deriveViewerConnectorMembership({ managedOauthStatus, enrollmentStatus })).toBe(
-        expected
-      )
+    'verified %s + credential %s + enrollment %s → %s',
+    (emailVerified, managedOauthStatus, enrollmentStatus, expected) => {
+      expect(
+        deriveViewerConnectorMembership({ emailVerified, managedOauthStatus, enrollmentStatus })
+      ).toBe(expected)
     }
   )
 })
diff --git a/apps/sim/lib/knowledge/connectors/member-provisioning.ts b/apps/sim/lib/knowledge/connectors/member-provisioning.ts
index b20bf8ea667..dfcdce546d5 100644
--- a/apps/sim/lib/knowledge/connectors/member-provisioning.ts
+++ b/apps/sim/lib/knowledge/connectors/member-provisioning.ts
@@ -1,13 +1,19 @@
 import { db } from '@sim/db'
-import { credential, credentialGroupEnrollment, user } from '@sim/db/schema'
+import {
+  credential,
+  credentialGroupEnrollment,
+  knowledgeBase,
+  knowledgeConnector,
+  user,
+} from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
-import { and, eq, inArray } from 'drizzle-orm'
+import { and, eq, inArray, isNull } from 'drizzle-orm'
+import { resolveSystemBillingAttribution } from '@/lib/billing/core/billing-attribution'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import {
   createCredentialGroupInvitationLink,
   inviteCredentialGroupEnrollment,
-  loadCredentialGroupInviterIdentity,
 } from '@/lib/credential-groups/enrollments'
 import {
   getCredentialGroupProviderId,
@@ -15,49 +21,47 @@ import {
   isCredentialGroupProvider,
 } from '@/lib/credential-groups/providers'
 import { createCredentialGroup, listCredentialGroups } from '@/lib/credential-groups/service'
+import { isKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
+import { dispatchMemberSync } from '@/lib/knowledge/connectors/member-queue'
 import { getUsersWithPermissions } from '@/lib/workspaces/permissions/utils'
 import type { ConnectorMeta } from '@/connectors/types'
 
 const logger = createLogger('KnowledgeConnectorMemberProvisioning')
 
-/** Invitations one request sends before handing the rest to the member run. */
-export const MEMBER_PROVISION_INVITES_PER_REQUEST = 25
-/** Invitations one member run sends, so a large workspace is covered within a few runs. */
-export const MEMBER_PROVISION_INVITES_PER_RUN = 100
+/** Invitations sent between two lease heartbeats of a member run. */
+const INVITATION_BATCH_SIZE = 25
 /** Names tried for the group a connector provisions, in order. */
 const PROVISIONED_GROUP_NAME_ATTEMPTS = 5
 
 export interface ProvisionedMembersBinding {
   credentialGroupId: string
   credentialGroupOptionId: string
-  /** Whether this call created the group rather than reusing one. */
-  created: boolean
 }
 
 /**
- * The group name a connector provisions for its provider: the connector's
- * name, suffixed until it is free of the workspace's existing group names.
+ * The name of the group a connector provisions: the connector's own name,
+ * which is what the invitation email and the enrollment page show, suffixed
+ * only when the workspace already uses it.
  */
 export function pickProvisionedGroupName(
   connectorName: string,
   takenNames: readonly string[]
 ): string {
   const taken = new Set(takenNames.map((name) => name.trim().toLocaleLowerCase()))
-  const base = `${connectorName} access`
   for (let attempt = 1; attempt <= PROVISIONED_GROUP_NAME_ATTEMPTS; attempt++) {
-    const candidate = attempt === 1 ? base : `${base} ${attempt}`
+    const candidate = attempt === 1 ? connectorName : `${connectorName} ${attempt}`
     if (!taken.has(candidate.toLocaleLowerCase())) return candidate
   }
   throw new OrchestrationError(
     'conflict',
-    `Every name from "${base}" to "${base} ${PROVISIONED_GROUP_NAME_ATTEMPTS}" is taken; pick a Credential Group in Settings`
+    `Every name from "${connectorName}" to "${connectorName} ${PROVISIONED_GROUP_NAME_ATTEMPTS}" is taken; pick a Credential Group in Settings`
   )
 }
 
 /**
- * The Credential Group option a members-mode connector should crawl through
- * when the caller named none: the workspace's one active option collecting
- * the connector's accounts, or a group created for the purpose. Two or more
+ * The Credential Group option a members-mode connector crawls through when
+ * the caller named none: the workspace's one active option collecting the
+ * connector's accounts, or a group created for the purpose. Two or more
  * candidate options is an ambiguity the caller has to resolve by naming one.
  */
 export async function provisionKnowledgeConnectorMembersBinding(input: {
@@ -88,11 +92,7 @@ export async function provisionKnowledgeConnectorMembersBinding(input: {
       if (option.status !== 'active') continue
       if (!isCredentialGroupProvider(option.provider)) continue
       if (getCredentialGroupProviderId(option.provider) !== providerId) continue
-      candidates.push({
-        credentialGroupId: group.id,
-        credentialGroupOptionId: option.id,
-        created: false,
-      })
+      candidates.push({ credentialGroupId: group.id, credentialGroupOptionId: option.id })
     }
   }
   if (candidates.length === 1) return candidates[0]
@@ -118,96 +118,93 @@ export async function provisionKnowledgeConnectorMembersBinding(input: {
     credentialGroupId: group.id,
     provider,
   })
-  return { credentialGroupId: group.id, credentialGroupOptionId: option.id, created: true }
+  return { credentialGroupId: group.id, credentialGroupOptionId: option.id }
 }
 
 export interface InviteWorkspaceMembersResult {
   invited: number
   failed: number
-  /** Members left uninvited because the limit was reached; the next call continues. */
-  remaining: number
 }
 
 /**
- * Invites every workspace member who has no enrollment in the group yet, up
- * to `limit`, so joining the workspace is all a person has to do before
- * connecting their account. An enrollment an admin revoked is left alone.
- * Failures are logged per person and never abort the caller.
+ * Invites every workspace member who has no enrollment in the group yet, so
+ * joining the workspace is all a person has to do before connecting their
+ * account. An enrollment an admin revoked is left alone. Runs inside a member
+ * run: `beforeBatch` beats the run's lease between batches, and failures are
+ * logged per person rather than aborting the run.
  */
 export async function inviteWorkspaceMembersToCredentialGroup(input: {
   workspaceId: string
   credentialGroupId: string
-  inviterUserId: string | undefined
-  limit: number
+  beforeBatch: () => Promise<void>
 }): Promise<InviteWorkspaceMembersResult> {
-  const [members, enrolled, inviter] = await Promise.all([
+  const [members, enrolled] = await Promise.all([
     getUsersWithPermissions(input.workspaceId),
     db
       .select({ email: credentialGroupEnrollment.email })
       .from(credentialGroupEnrollment)
       .where(eq(credentialGroupEnrollment.credentialGroupId, input.credentialGroupId)),
-    input.inviterUserId
-      ? loadCredentialGroupInviterIdentity(input.inviterUserId)
-      : Promise.resolve(null),
   ])
   const enrolledEmails = new Set(enrolled.map((row) => row.email.trim().toLocaleLowerCase()))
-  const pending = members
-    .map((member) => member.email.trim().toLocaleLowerCase())
-    .filter((email, index, all) => email && all.indexOf(email) === index)
-    .filter((email) => !enrolledEmails.has(email))
-  const batch = pending.slice(0, input.limit)
-  const inviterName = inviter?.name ?? inviter?.email ?? undefined
+  const pending = [
+    ...new Set(members.map((member) => member.email.trim().toLocaleLowerCase())),
+  ].filter((email) => email && !enrolledEmails.has(email))
 
-  let invited = 0
-  let failed = 0
-  for (const email of batch) {
-    try {
-      await inviteCredentialGroupEnrollment(
-        input.workspaceId,
-        input.credentialGroupId,
-        input.inviterUserId,
-        inviterName,
-        email
-      )
-      invited += 1
-    } catch (error) {
-      failed += 1
-      logger.warn('Failed to invite a workspace member to a connector credential group', {
-        workspaceId: input.workspaceId,
-        credentialGroupId: input.credentialGroupId,
-        error: getErrorMessage(error),
-      })
+  const result: InviteWorkspaceMembersResult = { invited: 0, failed: 0 }
+  for (let offset = 0; offset < pending.length; offset += INVITATION_BATCH_SIZE) {
+    await input.beforeBatch()
+    for (const email of pending.slice(offset, offset + INVITATION_BATCH_SIZE)) {
+      try {
+        await inviteCredentialGroupEnrollment(
+          input.workspaceId,
+          input.credentialGroupId,
+          undefined,
+          undefined,
+          email
+        )
+        result.invited += 1
+      } catch (error) {
+        result.failed += 1
+        logger.warn('Failed to invite a workspace member to a connector credential group', {
+          workspaceId: input.workspaceId,
+          credentialGroupId: input.credentialGroupId,
+          error: getErrorMessage(error),
+        })
+      }
     }
   }
-  return { invited, failed, remaining: pending.length - batch.length }
+  return result
 }
 
-export type ViewerConnectorMembership = 'connected' | 'needs_reauth' | 'invited' | 'not_enrolled'
-
 /**
- * Where a viewer stands with a members-mode connector, from their enrollment
- * and managed credential for the connector's option.
+ * Where a viewer stands with a members-mode connector, from their account
+ * and their enrollment in the connector's group.
  */
+export type ViewerConnectorMembership =
+  | 'connected'
+  | 'needs_reauth'
+  | 'invited'
+  | 'not_enrolled'
+  | 'revoked'
+  | 'unverified_email'
+
 export function deriveViewerConnectorMembership(input: {
+  emailVerified: boolean
   enrollmentStatus: string | null
   managedOauthStatus: string | null
 }): ViewerConnectorMembership {
+  if (!input.emailVerified) return 'unverified_email'
+  if (input.enrollmentStatus === 'revoked') return 'revoked'
   if (input.managedOauthStatus === 'active') return 'connected'
   if (input.managedOauthStatus === 'needs_reauth') return 'needs_reauth'
-  if (
-    input.enrollmentStatus === 'invited' ||
-    input.enrollmentStatus === 'delivery_failed' ||
-    input.enrollmentStatus === 'in_progress' ||
-    input.enrollmentStatus === 'completed'
-  ) {
-    return 'invited'
-  }
+  if (input.enrollmentStatus) return 'invited'
   return 'not_enrolled'
 }
 
 /**
  * The viewer's membership in each members-mode connector, keyed by connector
- * id. Connectors that sync as the workspace are absent.
+ * id. Connectors that sync as the workspace are absent, and so is everything
+ * where the feature is off: there is nothing the viewer could connect to.
  */
 export async function resolveViewerConnectorMemberships(input: {
   userId: string
@@ -227,38 +224,38 @@ export async function resolveViewerConnectorMemberships(input: {
       connector.credentialGroupOptionId
   )
   if (memberConnectors.length === 0) return result
+  if (!(await isKnowledgeMemberAccessAvailable({ workspaceId: input.workspaceId }))) return result
 
   const [viewer] = await db
-    .select({ email: user.email })
+    .select({ email: user.email, emailVerified: user.emailVerified })
     .from(user)
     .where(eq(user.id, input.userId))
     .limit(1)
-  const email = viewer?.email.trim().toLocaleLowerCase()
+  if (!viewer) return result
+  const email = viewer.email.trim().toLocaleLowerCase()
   const groupIds = [...new Set(memberConnectors.map((connector) => connector.credentialGroupId!))]
-  const rows = email
-    ? await db
-        .select({
-          credentialGroupId: credentialGroupEnrollment.credentialGroupId,
-          enrollmentStatus: credentialGroupEnrollment.status,
-          credentialGroupOptionId: credential.credentialGroupOptionId,
-          managedOauthStatus: credential.managedOauthStatus,
-        })
-        .from(credentialGroupEnrollment)
-        .leftJoin(
-          credential,
-          and(
-            eq(credential.credentialGroupEnrollmentId, credentialGroupEnrollment.id),
-            eq(credential.workspaceId, input.workspaceId),
-            eq(credential.type, 'managed_oauth')
-          )
-        )
-        .where(
-          and(
-            inArray(credentialGroupEnrollment.credentialGroupId, groupIds),
-            eq(credentialGroupEnrollment.email, email)
-          )
-        )
-    : []
+  const rows = await db
+    .select({
+      credentialGroupId: credentialGroupEnrollment.credentialGroupId,
+      enrollmentStatus: credentialGroupEnrollment.status,
+      credentialGroupOptionId: credential.credentialGroupOptionId,
+      managedOauthStatus: credential.managedOauthStatus,
+    })
+    .from(credentialGroupEnrollment)
+    .leftJoin(
+      credential,
+      and(
+        eq(credential.credentialGroupEnrollmentId, credentialGroupEnrollment.id),
+        eq(credential.workspaceId, input.workspaceId),
+        eq(credential.type, 'managed_oauth')
+      )
+    )
+    .where(
+      and(
+        inArray(credentialGroupEnrollment.credentialGroupId, groupIds),
+        eq(credentialGroupEnrollment.email, email)
+      )
+    )
 
   for (const connector of memberConnectors) {
     const enrollment = rows.find((row) => row.credentialGroupId === connector.credentialGroupId)
@@ -270,6 +267,7 @@ export async function resolveViewerConnectorMemberships(input: {
     result.set(
       connector.id,
       deriveViewerConnectorMembership({
+        emailVerified: viewer.emailVerified,
         enrollmentStatus: enrollment?.enrollmentStatus ?? null,
         managedOauthStatus: forOption?.managedOauthStatus ?? null,
       })
@@ -279,8 +277,11 @@ export async function resolveViewerConnectorMemberships(input: {
 }
 
 /**
- * A fresh enrollment link for the viewer into the connector's group, created
+ * A fresh enrollment link for the viewer into the connector's group, minted
  * on demand so a workspace member never has to find the invitation email.
+ * Issued without an inviter — the person is inviting themselves — and refused
+ * for an enrollment an admin revoked or an account whose email is unverified,
+ * which could connect but would never be granted a token.
  */
 export async function createViewerConnectorEnrollmentLink(input: {
   userId: string
@@ -288,16 +289,81 @@ export async function createViewerConnectorEnrollmentLink(input: {
   credentialGroupId: string
 }): Promise<string> {
   const [viewer] = await db
-    .select({ email: user.email })
+    .select({ email: user.email, emailVerified: user.emailVerified })
     .from(user)
     .where(eq(user.id, input.userId))
     .limit(1)
   if (!viewer) throw new OrchestrationError('not_found', 'User not found')
+  if (!viewer.emailVerified) {
+    throw new OrchestrationError(
+      'validation',
+      'Verify your email address before connecting an account'
+    )
+  }
+  const email = viewer.email.trim().toLocaleLowerCase()
+  const [enrollment] = await db
+    .select({ status: credentialGroupEnrollment.status })
+    .from(credentialGroupEnrollment)
+    .where(
+      and(
+        eq(credentialGroupEnrollment.credentialGroupId, input.credentialGroupId),
+        eq(credentialGroupEnrollment.email, email)
+      )
+    )
+    .limit(1)
+  if (enrollment?.status === 'revoked') {
+    throw new OrchestrationError(
+      'forbidden',
+      'A workspace admin removed your access to this connector'
+    )
+  }
   const { invitationLink } = await createCredentialGroupInvitationLink(
     input.workspaceId,
     input.credentialGroupId,
-    input.userId,
-    viewer.email
+    undefined,
+    email
   )
   return invitationLink
 }
+
+/**
+ * Queues a member run for every connector that crawls through the option a
+ * member just connected, so their documents arrive within minutes rather
+ * than at the next scheduled run. Best effort: a refused dispatch is logged
+ * and the schedule catches up.
+ */
+export async function dispatchMemberSyncsForCredentialOption(input: {
+  workspaceId: string
+  credentialGroupOptionId: string
+  requestId?: string
+}): Promise<void> {
+  const connectors = await db
+    .select({ id: knowledgeConnector.id })
+    .from(knowledgeConnector)
+    .innerJoin(knowledgeBase, eq(knowledgeBase.id, knowledgeConnector.knowledgeBaseId))
+    .where(
+      and(
+        eq(knowledgeBase.workspaceId, input.workspaceId),
+        isNull(knowledgeBase.deletedAt),
+        eq(knowledgeConnector.accessMode, 'members'),
+        eq(knowledgeConnector.credentialGroupOptionId, input.credentialGroupOptionId),
+        eq(knowledgeConnector.status, 'active'),
+        isNull(knowledgeConnector.archivedAt),
+        isNull(knowledgeConnector.deletedAt)
+      )
+    )
+  if (connectors.length === 0) return
+  const billingAttribution = await resolveSystemBillingAttribution(input.workspaceId)
+  for (const connector of connectors) {
+    const dispatch = await dispatchMemberSync(connector.id, {
+      billingAttribution,
+      requestId: input.requestId,
+    })
+    if (!dispatch.queued) {
+      logger.info('Member sync after a member connected was not queued', {
+        connectorId: connector.id,
+        reason: dispatch.reason,
+      })
+    }
+  }
+}
diff --git a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
index 6b7e241af4e..28281ed2c27 100644
--- a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
+++ b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
@@ -15,8 +15,6 @@ import {
   assertBillingAttributionSnapshot,
   type BillingAttributionSnapshot,
 } from '@/lib/billing/core/billing-attribution'
-import { getWorkspaceOwnerSubscriptionAccess } from '@/lib/billing/core/workspace-access'
-import { isCredentialGroupsAvailable } from '@/lib/credential-groups/availability'
 import {
   type CredentialGroupOptionCredentialReference,
   loadCredentialGroupCredentialListContext,
@@ -36,10 +34,7 @@ import {
   removeMemberObservationsForDocuments,
   removeUnseenMemberObservations,
 } from '@/lib/knowledge/connectors/member-observations'
-import {
-  inviteWorkspaceMembersToCredentialGroup,
-  MEMBER_PROVISION_INVITES_PER_RUN,
-} from '@/lib/knowledge/connectors/member-provisioning'
+import { inviteWorkspaceMembersToCredentialGroup } from '@/lib/knowledge/connectors/member-provisioning'
 import {
   CONNECTOR_AUTO_DISABLED_ERROR,
   CONNECTOR_FAILURE_BACKOFF_CAP_MINUTES,
@@ -1071,10 +1066,35 @@ async function failMemberSyncLog(runId: string, result: MemberSyncResult, errorM
 }
 
 /**
- * Disables member sync on a connector that can no longer run it — the
- * workspace lost Credential Groups, or the group binding is gone — and
- * suspends every member so their tokens leave every ACL. Nothing is purged:
- * re-enabling restores access from the retained observations.
+ * Ends a run without doing anything because the feature is not available to
+ * the workspace right now. The connector keeps its members and their
+ * observations, records nothing as a failure, and is looked at again on its
+ * next schedule; a manual-only connector waits for the next manual sync.
+ */
+async function deferMemberSync(run: MemberSyncRun, syncIntervalMinutes: number): Promise<void> {
+  const now = new Date()
+  await failMemberSyncLog(run.runId, run.result, 'Per-member access is not available; waiting')
+  await db
+    .update(knowledgeConnector)
+    .set({
+      memberSyncStatus: 'idle',
+      lastMemberSyncError: 'Per-member access is not available for this workspace',
+      nextMemberSyncAt: nextMemberSyncTime(now, syncIntervalMinutes, false),
+      memberSyncLockToken: null,
+      memberSyncLockLeaseAt: null,
+      updatedAt: now,
+    })
+    .where(holdsMemberSyncLockToken(run.connectorId, run.runId))
+  logger.info('Member sync deferred; per-member access is not available', {
+    connectorId: run.connectorId,
+  })
+}
+
+/**
+ * Disables member sync on a connector that can no longer run it because its
+ * group binding is gone, and suspends every member so their tokens leave
+ * every ACL. Nothing is purged: re-enabling restores access from the retained
+ * observations.
  */
 async function disableMemberSync(run: MemberSyncRun, reason: string): Promise<void> {
   const now = new Date()
@@ -1223,19 +1243,16 @@ export async function executeMemberSync(
   await insertMemberSyncLog(runId, connectorId, runStartedAt)
 
   try {
-    const ownerBilling = await getWorkspaceOwnerSubscriptionAccess(run.workspaceId)
-    if (!(await isCredentialGroupsAvailable({ workspaceId: run.workspaceId, ownerBilling }))) {
-      await disableMemberSync(run, 'Credential Groups are not available for this workspace')
-      return {
-        ...skipped(result, 'connector_not_syncable'),
-        error: 'Credential Groups are not available',
-      }
-    }
+    /**
+     * Where the feature is off — flag, plan, or a flag read that could not
+     * reach its source — nothing changes: readers already see no member-scoped
+     * document, and the run waits for the next schedule to look again.
+     */
     if (!(await isKnowledgeMemberAccessAvailable({ workspaceId: run.workspaceId }))) {
-      await disableMemberSync(run, 'Per-member access is not enabled for this workspace')
+      await deferMemberSync(run, connector.syncIntervalMinutes)
       return {
         ...skipped(result, 'connector_not_syncable'),
-        error: 'Per-member access is not enabled',
+        error: 'Per-member access is not available for this workspace',
       }
     }
     if (!connector.credentialGroupId || !connector.credentialGroupOptionId) {
@@ -1264,8 +1281,7 @@ export async function executeMemberSync(
     const invited = await inviteWorkspaceMembersToCredentialGroup({
       workspaceId: run.workspaceId,
       credentialGroupId: connector.credentialGroupId,
-      inviterUserId: undefined,
-      limit: MEMBER_PROVISION_INVITES_PER_RUN,
+      beforeBatch: run.lease.beatIfDue,
     }).catch((error) => {
       logger.warn('Failed to invite new workspace members during a member run', {
         connectorId,
@@ -1424,12 +1440,28 @@ export async function executeMemberSync(
 
     await materializeDocumentAcls(connectorId, affectedDocumentIds)
 
+    /**
+     * Nobody has completed a listing yet — a connector that just entered
+     * members mode, waiting for its first member to connect — so an
+     * unobserved document says nothing about access and must not be
+     * tombstoned, let alone purged a week later.
+     */
+    const [listed] = await db
+      .select({ count: sql<number>`count(*)::int` })
+      .from(knowledgeConnectorMember)
+      .where(
+        and(
+          eq(knowledgeConnectorMember.connectorId, connectorId),
+          sql`${knowledgeConnectorMember.lastCompleteListingAt} IS NOT NULL`
+        )
+      )
     const lifecycle = await applyMemberDocumentLifecycle({
       connectorId,
       knowledgeBaseId: connector.knowledgeBaseId,
       runId,
       lease: run.lease,
       failedExternalIds: state.failedExternalIds,
+      allowRemoval: (listed?.count ?? 0) > 0,
     })
     result.docsTombstoned = lifecycle.tombstoned
     result.docsResurrected = lifecycle.resurrected
diff --git a/apps/sim/lib/knowledge/documents/service.ts b/apps/sim/lib/knowledge/documents/service.ts
index 5322726a991..d6e9140c18b 100644
--- a/apps/sim/lib/knowledge/documents/service.ts
+++ b/apps/sim/lib/knowledge/documents/service.ts
@@ -2946,6 +2946,7 @@ export async function bulkDocumentOperation(
   knowledgeBaseId: string,
   operation: 'enable' | 'disable' | 'delete',
   documentIds: string[],
+  access: KnowledgeAccessScope,
   requestId: string
 ): Promise<{
   success: boolean
@@ -2973,7 +2974,8 @@ export async function bulkDocumentOperation(
         inArray(document.id, documentIds),
         eq(document.userExcluded, false),
         isNull(document.archivedAt),
-        isNull(document.deletedAt)
+        isNull(document.deletedAt),
+        knowledgeAccessCondition(access)
       )
     )
 
diff --git a/apps/sim/lib/knowledge/orchestration/connector-access.test.ts b/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
index b2eca33e8fa..4a4f7ba310b 100644
--- a/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
+++ b/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
@@ -12,6 +12,7 @@ const mocks = vi.hoisted(() => ({
   dispatchSync: vi.fn(),
   dispatchMemberSync: vi.fn(),
   memberAccessAvailable: vi.fn(),
+  provision: vi.fn(),
 }))
 
 vi.mock('@sim/audit', () => ({
@@ -42,6 +43,9 @@ vi.mock('@/lib/credential-groups/credentials', () => ({
 vi.mock('@/lib/knowledge/access/availability', () => ({
   isKnowledgeMemberAccessAvailable: mocks.memberAccessAvailable,
 }))
+vi.mock('@/lib/knowledge/connectors/member-provisioning', () => ({
+  provisionKnowledgeConnectorMembersBinding: mocks.provision,
+}))
 vi.mock('@/lib/knowledge/connectors/queue', () => ({ dispatchSync: mocks.dispatchSync }))
 vi.mock('@/lib/knowledge/connectors/member-queue', () => ({
   dispatchMemberSync: mocks.dispatchMemberSync,
@@ -99,18 +103,69 @@ function switchTo(target: Parameters<typeof performUpdateKnowledgeConnectorAcces
   })
 }
 
+const SCOPED_META = {
+  name: 'Google Drive',
+  auth: { mode: 'oauth', provider: 'google-drive' },
+  permissionScopedListing: { capFieldIds: [] },
+  configFields: [],
+} as never
+
 describe('resolveKnowledgeConnectorMembersBinding', () => {
   beforeEach(() => {
     vi.clearAllMocks()
     mocks.memberAccessAvailable.mockResolvedValue(true)
   })
 
+  it('refuses a connector whose listing is not permission-scoped, before loading anything', async () => {
+    await expect(
+      resolveKnowledgeConnectorMembersBinding({
+        workspaceId: 'ws-1',
+        connectorMeta: { name: 'Slack', auth: { mode: 'oauth' }, configFields: [] } as never,
+        actingUserId: 'admin-1',
+        binding: null,
+        sourceConfig: {},
+      })
+    ).rejects.toMatchObject({ code: 'validation' })
+    expect(mocks.provision).not.toHaveBeenCalled()
+    expect(mocks.loadGroup).not.toHaveBeenCalled()
+  })
+
+  it('provisions the group when none is named, then validates it like a named one', async () => {
+    mocks.provision.mockResolvedValue({
+      credentialGroupId: 'group-9',
+      credentialGroupOptionId: 'option-9',
+    })
+    mocks.loadGroup.mockResolvedValue({ workspaceId: 'ws-1', status: 'active', options: [] })
+    mocks.validateBinding.mockReturnValue({ ok: true, option: {} })
+    await expect(
+      resolveKnowledgeConnectorMembersBinding({
+        workspaceId: 'ws-1',
+        connectorMeta: SCOPED_META,
+        actingUserId: 'admin-1',
+        binding: null,
+        sourceConfig: {},
+      })
+    ).resolves.toEqual({
+      credentialGroupId: 'group-9',
+      credentialGroupOptionId: 'option-9',
+      workspaceId: 'ws-1',
+      sourceConfig: {},
+    })
+    expect(mocks.provision).toHaveBeenCalledWith({
+      workspaceId: 'ws-1',
+      connectorMeta: SCOPED_META,
+      userId: 'admin-1',
+    })
+    expect(mocks.loadGroup).toHaveBeenCalledWith('group-9')
+  })
+
   it('refuses members mode where the feature is off, before loading anything', async () => {
     mocks.memberAccessAvailable.mockResolvedValue(false)
     await expect(
       resolveKnowledgeConnectorMembersBinding({
         workspaceId: 'ws-1',
-        connectorMeta: {} as never,
+        connectorMeta: SCOPED_META,
+        actingUserId: 'admin-1',
         binding: { credentialGroupId: 'group-1', credentialGroupOptionId: 'option-1' },
         sourceConfig: {},
       })
@@ -124,7 +179,8 @@ describe('resolveKnowledgeConnectorMembersBinding', () => {
     await expect(
       resolveKnowledgeConnectorMembersBinding({
         workspaceId: 'ws-1',
-        connectorMeta: {} as never,
+        connectorMeta: SCOPED_META,
+        actingUserId: 'admin-1',
         binding: { credentialGroupId: 'group-1', credentialGroupOptionId: 'option-1' },
         sourceConfig: {},
       })
@@ -138,7 +194,8 @@ describe('resolveKnowledgeConnectorMembersBinding', () => {
     await expect(
       resolveKnowledgeConnectorMembersBinding({
         workspaceId: 'ws-1',
-        connectorMeta: {} as never,
+        connectorMeta: SCOPED_META,
+        actingUserId: 'admin-1',
         binding: { credentialGroupId: 'group-1', credentialGroupOptionId: 'option-1' },
         sourceConfig: { maxFiles: '5' },
       })
diff --git a/apps/sim/lib/knowledge/orchestration/connector-access.ts b/apps/sim/lib/knowledge/orchestration/connector-access.ts
index cae16325963..21e658698ce 100644
--- a/apps/sim/lib/knowledge/orchestration/connector-access.ts
+++ b/apps/sim/lib/knowledge/orchestration/connector-access.ts
@@ -74,7 +74,10 @@ export interface ResolvedMembersBinding extends KnowledgeConnectorMembersBinding
 export async function resolveKnowledgeConnectorMembersBinding(input: {
   workspaceId: string
   connectorMeta: Pick<ConnectorMeta, 'name' | 'auth' | 'permissionScopedListing' | 'configFields'>
-  binding: KnowledgeConnectorMembersBinding
+  /** The option the caller named, or null to sync through the workspace's group for the provider, created if need be. */
+  binding: KnowledgeConnectorMembersBinding | null
+  /** The admin acting, recorded as the creator of a provisioned group. */
+  actingUserId: string
   sourceConfig: Record<string, unknown>
 }): Promise<ResolvedMembersBinding> {
   /**
@@ -87,19 +90,34 @@ export async function resolveKnowledgeConnectorMembersBinding(input: {
       'Per-member access is not available for this workspace'
     )
   }
-  const group = await loadCredentialGroupCredentialListContext(input.binding.credentialGroupId)
+  if (!input.connectorMeta.permissionScopedListing) {
+    throw new OrchestrationError(
+      'validation',
+      `${input.connectorMeta.name} cannot sync per member: its listing does not reflect who may read each document`
+    )
+  }
+  const sourceConfig = stripListingCapFields(input.connectorMeta, input.sourceConfig)
+  const binding =
+    input.binding ??
+    (await (
+      await import('@/lib/knowledge/connectors/member-provisioning')
+    ).provisionKnowledgeConnectorMembersBinding({
+      workspaceId: input.workspaceId,
+      connectorMeta: input.connectorMeta,
+      userId: input.actingUserId,
+    }))
+  const group = await loadCredentialGroupCredentialListContext(binding.credentialGroupId)
   if (!group || group.workspaceId !== input.workspaceId) {
     throw new OrchestrationError('validation', 'Credential Group was not found in this workspace')
   }
-  const sourceConfig = stripListingCapFields(input.connectorMeta, input.sourceConfig)
   const validation = validateKnowledgeConnectorMembersBinding({
     connectorMeta: input.connectorMeta,
     group,
-    credentialGroupOptionId: input.binding.credentialGroupOptionId,
+    credentialGroupOptionId: binding.credentialGroupOptionId,
     sourceConfig,
   })
   if (!validation.ok) throw new OrchestrationError('validation', validation.message)
-  return { ...input.binding, workspaceId: input.workspaceId, sourceConfig }
+  return { ...binding, workspaceId: input.workspaceId, sourceConfig }
 }
 
 /**
@@ -242,6 +260,38 @@ export async function performUpdateKnowledgeConnectorAccess(
       : target.binding.credentialGroupId === existing.credentialGroupId &&
         target.binding.credentialGroupOptionId === existing.credentialGroupOptionId)
   if (unchanged) {
+    /**
+     * Re-applying the current binding on a connector whose member sync was
+     * disabled is how it is re-enabled: the next run reconciles members from
+     * the group again and restores access from the retained observations.
+     */
+    if (target.accessMode === 'members' && existing.memberSyncStatus === 'disabled') {
+      const now = new Date()
+      const [updated] = await db
+        .update(knowledgeConnector)
+        .set({
+          memberSyncStatus: 'idle',
+          memberSyncConsecutiveFailures: 0,
+          lastMemberSyncError: null,
+          nextMemberSyncAt: now,
+          updatedAt: now,
+        })
+        .where(
+          and(
+            eq(knowledgeConnector.id, connectorId),
+            eq(knowledgeConnector.memberSyncStatus, 'disabled'),
+            isNull(knowledgeConnector.deletedAt)
+          )
+        )
+        .returning()
+      if (!updated) return fail('Connector changed; retry the request', 'conflict')
+      logger.info(`[${requestId}] Re-enabled member sync on connector ${connectorId}`)
+      const { encryptedApiKey: _secret, ...connector } = updated
+      if (updated.status !== 'paused') {
+        await dispatchMemberSyncBestEffort(connectorId, params, requestId, now)
+      }
+      return { success: true, connector, changed: true }
+    }
     const { encryptedApiKey: _secret, ...connector } = existing
     return { success: true, connector, changed: false }
   }
@@ -393,6 +443,13 @@ export async function performUpdateKnowledgeConnectorAccess(
           credentialGroupId: null,
           credentialGroupOptionId: null,
           accessRewritePending: true,
+          /**
+           * The next content sync must list everything and reconcile: the
+           * union of every member's documents may hold documents the
+           * workspace credential cannot see, and only a full listing removes
+           * them.
+           */
+          lastSyncAt: null,
           memberSyncStatus: 'idle',
           memberSyncConsecutiveFailures: 0,
           lastMemberSyncError: null,

From 83eb6e2c9c5c023ac7f4271290bb4750769bc2fd Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 21:09:36 -0700
Subject: [PATCH 19/76] feat(knowledge): list a workspace's per-member
 connectors for the viewer

One read returns every per-member connector in the workspace with where
the viewer stands on each, so a surface outside the knowledge base can
ask them to connect. The member sync status enum now has one home in
lib/knowledge/types.
---
 .../api/knowledge/member-connectors/route.ts  | 20 ++++++
 apps/sim/hooks/queries/kb/connectors.ts       | 33 +++++++++
 .../lib/api/contracts/knowledge/connectors.ts | 24 ++++++-
 .../lib/knowledge/application/connectors.ts   | 71 +++++++++++++++++++
 .../knowledge/application/operations.test.ts  |  1 +
 .../lib/knowledge/application/operations.ts   |  8 +++
 apps/sim/lib/knowledge/types.ts               |  8 +++
 7 files changed, 164 insertions(+), 1 deletion(-)
 create mode 100644 apps/sim/app/api/knowledge/member-connectors/route.ts

diff --git a/apps/sim/app/api/knowledge/member-connectors/route.ts b/apps/sim/app/api/knowledge/member-connectors/route.ts
new file mode 100644
index 00000000000..4467c3ec35e
--- /dev/null
+++ b/apps/sim/app/api/knowledge/member-connectors/route.ts
@@ -0,0 +1,20 @@
+import { listWorkspaceMemberConnectorsContract } from '@/lib/api/contracts/knowledge'
+import {
+  defineInternalJsonRoute,
+  internalRateLimits,
+  internalSessionAuth,
+} from '@/lib/api/server/routes'
+import { internalKnowledgeErrorPolicies } from '@/lib/knowledge/api/route-policies'
+import { listWorkspaceMemberConnectors } from '@/lib/knowledge/application/connectors'
+import { knowledgeOperations } from '@/lib/knowledge/application/operations'
+
+export const GET = defineInternalJsonRoute({
+  contract: listWorkspaceMemberConnectorsContract,
+  auth: internalSessionAuth,
+  operation: knowledgeOperations.listWorkspaceMemberConnectors,
+  rateLimit: internalRateLimits.none({ reason: 'One small read per visit to the Search tab' }),
+  errorPolicy: internalKnowledgeErrorPolicies.connectors,
+  mapInput: ({ query }) => ({ workspaceId: query.workspaceId }),
+  useCase: listWorkspaceMemberConnectors,
+  present: ({ connectors }) => ({ success: true as const, data: connectors }),
+})
diff --git a/apps/sim/hooks/queries/kb/connectors.ts b/apps/sim/hooks/queries/kb/connectors.ts
index 7549b993eeb..1b395defd10 100644
--- a/apps/sim/hooks/queries/kb/connectors.ts
+++ b/apps/sim/hooks/queries/kb/connectors.ts
@@ -17,6 +17,7 @@ import {
   getKnowledgeConnectorContract,
   listKnowledgeConnectorDocumentsContract,
   listKnowledgeConnectorsContract,
+  listWorkspaceMemberConnectorsContract,
   type MemberSyncLogData,
   patchKnowledgeConnectorDocumentsContract,
   type StartKnowledgeConnectorMemberEnrollmentData,
@@ -27,12 +28,14 @@ import {
   updateKnowledgeConnectorAccessContract,
   updateKnowledgeConnectorContract,
   type ViewerConnectorMembership,
+  type WorkspaceMemberConnector,
 } from '@/lib/api/contracts/knowledge'
 import { MAX_KNOWLEDGE_CONNECTOR_DOCUMENT_PAGE_SIZE } from '@/lib/knowledge/constants'
 import { knowledgeKeys } from '@/hooks/queries/utils/knowledge-keys'
 
 export type {
   ViewerConnectorMembership,
+  WorkspaceMemberConnector,
   ConnectorData,
   ConnectorDetailData,
   ConnectorMemberSummary,
@@ -353,6 +356,36 @@ async function startConnectorMemberEnrollment({
   return response.data
 }
 
+export const memberConnectorKeys = {
+  all: ['member-connectors'] as const,
+  lists: () => [...memberConnectorKeys.all, 'list'] as const,
+  list: (workspaceId?: string) => [...memberConnectorKeys.lists(), workspaceId ?? ''] as const,
+}
+
+export const WORKSPACE_MEMBER_CONNECTORS_STALE_TIME = 30 * 1000
+
+async function fetchWorkspaceMemberConnectors(
+  workspaceId: string,
+  signal?: AbortSignal
+): Promise<WorkspaceMemberConnector[]> {
+  const response = await requestJson(listWorkspaceMemberConnectorsContract, {
+    query: { workspaceId },
+    signal,
+  })
+  return response.data
+}
+
+/** Every per-member connector in the workspace and where the viewer stands with each. */
+export function useWorkspaceMemberConnectors(workspaceId?: string) {
+  return useQuery({
+    queryKey: memberConnectorKeys.list(workspaceId),
+    queryFn: ({ signal }) => fetchWorkspaceMemberConnectors(workspaceId as string, signal),
+    enabled: Boolean(workspaceId),
+    staleTime: WORKSPACE_MEMBER_CONNECTORS_STALE_TIME,
+    placeholderData: keepPreviousData,
+  })
+}
+
 /** Mints the viewer's enrollment link for a per-member connector; the caller navigates to it. */
 export function useStartConnectorMemberEnrollment() {
   return useMutation({ mutationFn: startConnectorMemberEnrollment })
diff --git a/apps/sim/lib/api/contracts/knowledge/connectors.ts b/apps/sim/lib/api/contracts/knowledge/connectors.ts
index 9ce7814eebb..86fb791a09a 100644
--- a/apps/sim/lib/api/contracts/knowledge/connectors.ts
+++ b/apps/sim/lib/api/contracts/knowledge/connectors.ts
@@ -11,6 +11,7 @@ import {
   MAX_KNOWLEDGE_CONNECTOR_DOCUMENT_MUTATION_ITEMS,
   MAX_KNOWLEDGE_CONNECTOR_DOCUMENT_PAGE_SIZE,
 } from '@/lib/knowledge/constants'
+import { MEMBER_SYNC_STATUSES } from '@/lib/knowledge/types'
 
 /**
  * How a connector derives document access. `workspace` syncs as one credential
@@ -169,7 +170,7 @@ export const connectorDataSchema = z
     credentialGroupId: z.string().nullable(),
     credentialGroupOptionId: z.string().nullable(),
     /** Members mode only; `idle` otherwise. */
-    memberSyncStatus: z.enum(['idle', 'pending', 'running', 'error', 'disabled']),
+    memberSyncStatus: z.enum(MEMBER_SYNC_STATUSES),
     lastMemberSyncAt: z.string().nullable(),
     nextMemberSyncAt: z.string().nullable(),
     lastMemberSyncError: z.string().nullable(),
@@ -346,6 +347,27 @@ export const startKnowledgeConnectorMemberEnrollmentContract = defineRouteContra
   },
 })
 
+/** A per-member connector as the viewer meets it across the workspace's knowledge bases. */
+export const workspaceMemberConnectorSchema = z.object({
+  knowledgeBaseId: z.string(),
+  knowledgeBaseName: z.string(),
+  connectorId: z.string(),
+  connectorType: z.string(),
+  memberSyncStatus: z.enum(MEMBER_SYNC_STATUSES),
+  viewerMembership: viewerConnectorMembershipSchema,
+})
+export type WorkspaceMemberConnector = z.output<typeof workspaceMemberConnectorSchema>
+
+export const listWorkspaceMemberConnectorsContract = defineRouteContract({
+  method: 'GET',
+  path: '/api/knowledge/member-connectors',
+  query: z.object({ workspaceId: z.string().min(1) }),
+  response: {
+    mode: 'json',
+    schema: successResponseSchema(z.array(workspaceMemberConnectorSchema)),
+  },
+})
+
 export const deleteKnowledgeConnectorContract = defineRouteContract({
   method: 'DELETE',
   path: '/api/knowledge/[id]/connectors/[connectorId]',
diff --git a/apps/sim/lib/knowledge/application/connectors.ts b/apps/sim/lib/knowledge/application/connectors.ts
index f90afc51dd7..6cda94ad6a5 100644
--- a/apps/sim/lib/knowledge/application/connectors.ts
+++ b/apps/sim/lib/knowledge/application/connectors.ts
@@ -4,6 +4,7 @@ import { resolvePrincipalSubjectUserId } from '@sim/auth/principal'
 import { db } from '@sim/db'
 import {
   document,
+  knowledgeBase,
   knowledgeConnector,
   knowledgeConnectorMember,
   knowledgeConnectorMemberSyncLog,
@@ -30,6 +31,7 @@ import {
   type ActiveKnowledgeResourceBaseContext,
   resolveActiveKnowledgeConnectorContext,
   resolveActiveKnowledgeResourceContext,
+  resolveKnowledgeWorkspaceContext,
 } from '@/lib/knowledge/application/contexts'
 import { knowledgeOperations } from '@/lib/knowledge/application/operations'
 import { MEMBER_OBSERVATION_STALE_AFTER_HOURS } from '@/lib/knowledge/connectors/sync-limits'
@@ -52,6 +54,7 @@ import type {
   KnowledgeOperationSource,
   KnowledgeOrchestrationResult,
 } from '@/lib/knowledge/orchestration/shared'
+import { isMemberSyncStatus } from '@/lib/knowledge/types'
 import { refreshAccessTokenIfNeeded } from '@/lib/oauth/credential-service'
 import { CAPABILITY_RULES, refuseCapability } from '@/lib/permission-groups/capabilities'
 import { resolvePermissionGroupConfig } from '@/lib/permission-groups/config-scope.server'
@@ -345,6 +348,74 @@ export const listKnowledgeConnectors = defineAuthorizedKnowledgeUseCase({
   },
 })
 
+export interface ListWorkspaceMemberConnectorsInput {
+  workspaceId: string
+}
+
+/**
+ * Every per-member connector in the workspace and where the viewer stands
+ * with each, so a surface outside the knowledge base — Sim Search — can ask
+ * them to connect. Only connectors the viewer could actually read documents
+ * from are listed: the knowledge base must be live and in the workspace.
+ */
+export const listWorkspaceMemberConnectors = defineAuthorizedKnowledgeUseCase({
+  operation: knowledgeOperations.listWorkspaceMemberConnectors,
+  resolveContext: ({ input }: { input: ListWorkspaceMemberConnectorsInput }) =>
+    resolveKnowledgeWorkspaceContext(input),
+  async execute({ principal, context }) {
+    const viewerUserId = resolvePrincipalSubjectUserId(principal)
+    if (!viewerUserId) return { connectors: [] }
+    const rows = await db
+      .select({
+        knowledgeBaseId: knowledgeConnector.knowledgeBaseId,
+        knowledgeBaseName: knowledgeBase.name,
+        id: knowledgeConnector.id,
+        connectorType: knowledgeConnector.connectorType,
+        accessMode: knowledgeConnector.accessMode,
+        memberSyncStatus: knowledgeConnector.memberSyncStatus,
+        credentialGroupId: knowledgeConnector.credentialGroupId,
+        credentialGroupOptionId: knowledgeConnector.credentialGroupOptionId,
+      })
+      .from(knowledgeConnector)
+      .innerJoin(knowledgeBase, eq(knowledgeBase.id, knowledgeConnector.knowledgeBaseId))
+      .where(
+        and(
+          eq(knowledgeBase.workspaceId, context.workspaceId),
+          isNull(knowledgeBase.deletedAt),
+          eq(knowledgeConnector.accessMode, 'members'),
+          isNull(knowledgeConnector.archivedAt),
+          isNull(knowledgeConnector.deletedAt)
+        )
+      )
+      .orderBy(asc(knowledgeBase.name), asc(knowledgeConnector.createdAt))
+    const memberships = await (await loadMemberProvisioning()).resolveViewerConnectorMemberships({
+      userId: viewerUserId,
+      workspaceId: context.workspaceId,
+      connectors: rows,
+    })
+    return {
+      connectors: rows.flatMap((row) => {
+        const viewerMembership = memberships.get(row.id)
+        if (!isMemberSyncStatus(row.memberSyncStatus)) {
+          throw new Error(`Unexpected member sync status ${row.memberSyncStatus}`)
+        }
+        return viewerMembership
+          ? [
+              {
+                knowledgeBaseId: row.knowledgeBaseId,
+                knowledgeBaseName: row.knowledgeBaseName,
+                connectorId: row.id,
+                connectorType: row.connectorType,
+                memberSyncStatus: row.memberSyncStatus,
+                viewerMembership,
+              },
+            ]
+          : []
+      }),
+    }
+  },
+})
+
 export const readKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.readConnector,
   resolveContext: ({
diff --git a/apps/sim/lib/knowledge/application/operations.test.ts b/apps/sim/lib/knowledge/application/operations.test.ts
index e8ccb213d12..747332b284e 100644
--- a/apps/sim/lib/knowledge/application/operations.test.ts
+++ b/apps/sim/lib/knowledge/application/operations.test.ts
@@ -56,6 +56,7 @@ describe('knowledge operation registry', () => {
       'knowledge.connectors.create',
       'knowledge.connectors.update',
       'knowledge.connectors.access.update',
+      'knowledge.connectors.members.list',
       'knowledge.connectors.members.enroll',
       'knowledge.connectors.delete',
       'knowledge.connectors.sync',
diff --git a/apps/sim/lib/knowledge/application/operations.ts b/apps/sim/lib/knowledge/application/operations.ts
index 1b6aee03ab5..88bdb8a0e33 100644
--- a/apps/sim/lib/knowledge/application/operations.ts
+++ b/apps/sim/lib/knowledge/application/operations.ts
@@ -402,6 +402,14 @@ export const knowledgeOperations = {
    * A workspace member joining a per-member connector: any reader may connect
    * their own account, which only ever widens what they themselves see.
    */
+  /** Every per-member connector in the workspace, with where the viewer stands on each. */
+  listWorkspaceMemberConnectors: defineWorkspaceOperation({
+    id: 'knowledge.connectors.members.list',
+    minimumRole: 'read',
+    workspaceApiKey: 'deny',
+    capability: 'knowledge.use',
+    principalKinds: ['session'],
+  }),
   enrollConnectorMember: defineWorkspaceOperation({
     id: 'knowledge.connectors.members.enroll',
     minimumRole: 'read',
diff --git a/apps/sim/lib/knowledge/types.ts b/apps/sim/lib/knowledge/types.ts
index 6009ba86f0f..7a7d22666a4 100644
--- a/apps/sim/lib/knowledge/types.ts
+++ b/apps/sim/lib/knowledge/types.ts
@@ -207,3 +207,11 @@ interface DocumentsPagination {
   offset: number
   hasMore: boolean
 }
+
+/** The member engine's states, as stored on `knowledge_connector.member_sync_status`. */
+export const MEMBER_SYNC_STATUSES = ['idle', 'pending', 'running', 'error', 'disabled'] as const
+export type MemberSyncStatus = (typeof MEMBER_SYNC_STATUSES)[number]
+
+export function isMemberSyncStatus(value: string): value is MemberSyncStatus {
+  return (MEMBER_SYNC_STATUSES as readonly string[]).includes(value)
+}

From 37db0a204bdb889f14f8a427173fac0e6c4e624d Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 21:26:30 -0700
Subject: [PATCH 20/76] feat(search): show per-member knowledge connectors on
 the Search tab

The Search tab lists the knowledge bases whose connectors sync per member
under "Shared with you", with where the viewer stands on each and the same
one-click connect the knowledge base page offers. One hook opens
enrollment in a new tab and refreshes the surface until the viewer is
connected; the knowledge base banner uses it too.
---
 .../member-connect-banner.tsx                 |  83 +++++-------
 .../member-connectors-section.tsx             | 119 ++++++++++++++++++
 .../workspace/[workspaceId]/search/search.tsx |   3 +
 apps/sim/hooks/use-member-enrollment.ts       |  75 +++++++++++
 4 files changed, 228 insertions(+), 52 deletions(-)
 create mode 100644 apps/sim/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section.tsx
 create mode 100644 apps/sim/hooks/use-member-enrollment.ts

diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner.tsx
index ee6f3136fcb..7094278b4fc 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner.tsx
@@ -1,21 +1,15 @@
 'use client'
 
-import { useEffect, useState } from 'react'
+import { useMemo } from 'react'
 import { Button } from '@sim/emcn'
 import { Loader } from '@sim/emcn/icons'
-import { createLogger } from '@sim/logger'
-import { useQueryClient } from '@tanstack/react-query'
 import { CONNECTOR_META_REGISTRY } from '@/connectors/registry'
 import {
   type ConnectorData,
   connectorKeys,
-  useStartConnectorMemberEnrollment,
+  type ViewerConnectorMembership,
 } from '@/hooks/queries/kb/connectors'
-
-const logger = createLogger('MemberConnectBanner')
-
-/** How often the connector list is refreshed while a member connects in another tab. */
-const AWAITING_CONNECTION_POLL_MS = 4_000
+import { useMemberEnrollment } from '@/hooks/use-member-enrollment'
 
 interface MemberConnectBannerProps {
   knowledgeBaseId: string
@@ -26,19 +20,18 @@ function connectorName(connector: ConnectorData): string {
   return CONNECTOR_META_REGISTRY[connector.connectorType]?.name ?? connector.connectorType
 }
 
+/** Memberships the viewer can act on themselves. */
+const CONNECTABLE: ReadonlySet<ViewerConnectorMembership> = new Set([
+  'needs_reauth',
+  'invited',
+  'not_enrolled',
+])
+
 /**
- * What the viewer must do for a per-member connector, if anything. Enrollment
- * opens in a new tab — the enrollment page ends by telling the person to close
- * it — and the list is polled meanwhile so the row updates on its own.
+ * What the viewer must do for each per-member connector, if anything, and
+ * what is happening for them once they have connected.
  */
 export function MemberConnectBanner({ knowledgeBaseId, connectors }: MemberConnectBannerProps) {
-  const queryClient = useQueryClient()
-  const { mutate: startEnrollment, isPending } = useStartConnectorMemberEnrollment()
-  const [awaitingConnectorIds, setAwaitingConnectorIds] = useState<ReadonlySet<string>>(
-    () => new Set()
-  )
-  const [error, setError] = useState<string | null>(null)
-
   const rows = connectors.filter(
     (connector) =>
       connector.accessMode === 'members' &&
@@ -47,44 +40,32 @@ export function MemberConnectBanner({ knowledgeBaseId, connectors }: MemberConne
         connector.memberSyncStatus === 'pending' ||
         connector.memberSyncStatus === 'running')
   )
-
-  const awaiting = rows.some(
-    (connector) =>
-      awaitingConnectorIds.has(connector.id) && connector.viewerMembership !== 'connected'
+  const connectedConnectorIds = useMemo(
+    () =>
+      new Set(
+        connectors
+          .filter((connector) => connector.viewerMembership === 'connected')
+          .map((connector) => connector.id)
+      ),
+    [connectors]
   )
-  useEffect(() => {
-    if (!awaiting) return
-    const timer = setInterval(() => {
-      void queryClient.invalidateQueries({ queryKey: connectorKeys.lists(knowledgeBaseId) })
-    }, AWAITING_CONNECTION_POLL_MS)
-    return () => clearInterval(timer)
-  }, [awaiting, knowledgeBaseId, queryClient])
+  const membershipQueryKeys = useMemo(
+    () => [connectorKeys.lists(knowledgeBaseId)],
+    [knowledgeBaseId]
+  )
+  const { connect, isAwaiting, isPending, error } = useMemberEnrollment({
+    membershipQueryKeys,
+    connectedConnectorIds,
+  })
 
   if (rows.length === 0) return null
 
-  const connect = (connectorId: string) => {
-    setError(null)
-    startEnrollment(
-      { knowledgeBaseId, connectorId },
-      {
-        onSuccess: ({ url }) => {
-          window.open(url, '_blank', 'noopener')
-          setAwaitingConnectorIds((current) => new Set([...current, connectorId]))
-        },
-        onError: (err) => {
-          logger.error('Failed to start member enrollment', { error: err.message })
-          setError(err.message)
-        },
-      }
-    )
-  }
-
   return (
     <div className='mx-6 mt-3 mb-1 flex flex-col gap-2'>
       {rows.map((connector) => {
         const name = connectorName(connector)
         const membership = connector.viewerMembership
-        const waiting = awaitingConnectorIds.has(connector.id) && membership !== 'connected'
+        const waiting = isAwaiting(connector.id)
         const text =
           membership === 'connected'
             ? `Syncing the ${name} documents shared with you. They appear when the sync completes.`
@@ -97,8 +78,6 @@ export function MemberConnectBanner({ knowledgeBaseId, connectors }: MemberConne
                   : waiting
                     ? `Finish connecting your ${name} account in the other tab.`
                     : `Connect your ${name} account to see the documents shared with you.`
-        const canConnect =
-          membership === 'needs_reauth' || membership === 'invited' || membership === 'not_enrolled'
         return (
           <div
             key={connector.id}
@@ -110,11 +89,11 @@ export function MemberConnectBanner({ knowledgeBaseId, connectors }: MemberConne
               )}
               <span>{text}</span>
             </p>
-            {canConnect && (
+            {membership && CONNECTABLE.has(membership) && (
               <Button
                 variant='primary'
                 size='sm'
-                onClick={() => connect(connector.id)}
+                onClick={() => connect(knowledgeBaseId, connector.id)}
                 disabled={isPending}
               >
                 {waiting ? 'Open again' : membership === 'needs_reauth' ? 'Reconnect' : 'Connect'}
diff --git a/apps/sim/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section.tsx b/apps/sim/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section.tsx
new file mode 100644
index 00000000000..74f1f6e29be
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section.tsx
@@ -0,0 +1,119 @@
+'use client'
+
+import { useMemo } from 'react'
+import { Button } from '@sim/emcn'
+import { IntegrationSection } from '@/app/workspace/[workspaceId]/integrations/components/integration-section'
+import { IntegrationTile } from '@/app/workspace/[workspaceId]/integrations/components/integrations-showcase'
+import { SettingsResourceRow } from '@/app/workspace/[workspaceId]/settings/components/settings-resource-row'
+import { CONNECTOR_META_REGISTRY } from '@/connectors/registry'
+import {
+  memberConnectorKeys,
+  useWorkspaceMemberConnectors,
+  type ViewerConnectorMembership,
+  type WorkspaceMemberConnector,
+} from '@/hooks/queries/kb/connectors'
+import { useMemberEnrollment } from '@/hooks/use-member-enrollment'
+
+const SHARED_WITH_YOU_LABEL = 'Shared with you'
+
+/** Memberships the viewer can act on themselves. */
+const CONNECTABLE: ReadonlySet<ViewerConnectorMembership> = new Set([
+  'needs_reauth',
+  'invited',
+  'not_enrolled',
+])
+
+function describe(connector: WorkspaceMemberConnector, waiting: boolean): string {
+  switch (connector.viewerMembership) {
+    case 'connected':
+      return connector.memberSyncStatus === 'pending' || connector.memberSyncStatus === 'running'
+        ? `${connector.knowledgeBaseName} · syncing the documents shared with you`
+        : `${connector.knowledgeBaseName} · connected`
+    case 'needs_reauth':
+      return `${connector.knowledgeBaseName} · reconnect to keep seeing the documents shared with you`
+    case 'unverified_email':
+      return `${connector.knowledgeBaseName} · verify your email address to see the documents shared with you`
+    case 'revoked':
+      return `${connector.knowledgeBaseName} · a workspace admin removed your access`
+    default:
+      return waiting
+        ? `${connector.knowledgeBaseName} · finish connecting in the other tab`
+        : `${connector.knowledgeBaseName} · connect to see the documents shared with you`
+  }
+}
+
+interface MemberConnectorsSectionProps {
+  workspaceId: string
+  /** Lower-cased search text; rows whose knowledge base or connector name lacks it are hidden. */
+  search: string
+}
+
+/**
+ * The knowledge bases whose connectors sync per member, and where the viewer
+ * stands with each. Connecting here is the same enrollment the knowledge base
+ * page offers, so a person can do it from whichever surface they are on.
+ */
+export function MemberConnectorsSection({ workspaceId, search }: MemberConnectorsSectionProps) {
+  const { data: connectors = [] } = useWorkspaceMemberConnectors(workspaceId)
+  const connectedConnectorIds = useMemo(
+    () =>
+      new Set(
+        connectors
+          .filter((connector) => connector.viewerMembership === 'connected')
+          .map((connector) => connector.connectorId)
+      ),
+    [connectors]
+  )
+  const membershipQueryKeys = useMemo(() => [memberConnectorKeys.list(workspaceId)], [workspaceId])
+  const { connect, isAwaiting, isPending, error } = useMemberEnrollment({
+    membershipQueryKeys,
+    connectedConnectorIds,
+  })
+
+  const visible = connectors.filter((connector) => {
+    if (!search) return true
+    const name = CONNECTOR_META_REGISTRY[connector.connectorType]?.name ?? connector.connectorType
+    return [name, connector.knowledgeBaseName].some((text) => text.toLowerCase().includes(search))
+  })
+  if (visible.length === 0) return null
+
+  return (
+    <IntegrationSection label={SHARED_WITH_YOU_LABEL}>
+      {visible.map((connector) => {
+        const meta = CONNECTOR_META_REGISTRY[connector.connectorType]
+        const waiting = isAwaiting(connector.connectorId)
+        const connectable = CONNECTABLE.has(connector.viewerMembership)
+        return (
+          <SettingsResourceRow
+            key={connector.connectorId}
+            iconVariant='custom'
+            icon={
+              meta ? (
+                <IntegrationTile blockType={connector.connectorType} icon={meta.icon} />
+              ) : undefined
+            }
+            title={meta?.name ?? connector.connectorType}
+            description={describe(connector, waiting)}
+            trailing={
+              connectable ? (
+                <Button
+                  variant='primary'
+                  size='sm'
+                  onClick={() => connect(connector.knowledgeBaseId, connector.connectorId)}
+                  disabled={isPending}
+                >
+                  {waiting
+                    ? 'Open again'
+                    : connector.viewerMembership === 'needs_reauth'
+                      ? 'Reconnect'
+                      : 'Connect'}
+                </Button>
+              ) : undefined
+            }
+          />
+        )
+      })}
+      {error && <p className='text-[var(--text-error)] text-caption'>{error}</p>}
+    </IntegrationSection>
+  )
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search.tsx b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
index 34c629ce2a2..f19aee99b36 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/search.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
@@ -17,6 +17,7 @@ import { IntegrationSection } from '@/app/workspace/[workspaceId]/integrations/c
 import { IntegrationTile } from '@/app/workspace/[workspaceId]/integrations/components/integrations-showcase'
 import { useScrollRestoration } from '@/app/workspace/[workspaceId]/integrations/hooks/use-scroll-restoration'
 import { CONNECTED_LABEL } from '@/app/workspace/[workspaceId]/integrations/search-params'
+import { MemberConnectorsSection } from '@/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section'
 import { useSearchCredentials } from '@/app/workspace/[workspaceId]/search/hooks/use-search-credentials'
 import {
   connectorSearchParam,
@@ -150,6 +151,8 @@ export function Search() {
           />
 
           <div className='flex flex-col gap-7'>
+            <MemberConnectorsSection workspaceId={workspaceId} search={normalizedSearch} />
+
             {visibleCredentials.length > 0 && (
               <IntegrationSection label={CONNECTED_LABEL}>
                 {visibleCredentials.map((credential) => (
diff --git a/apps/sim/hooks/use-member-enrollment.ts b/apps/sim/hooks/use-member-enrollment.ts
new file mode 100644
index 00000000000..816352b29ba
--- /dev/null
+++ b/apps/sim/hooks/use-member-enrollment.ts
@@ -0,0 +1,75 @@
+'use client'
+
+import { useCallback, useEffect, useState } from 'react'
+import { createLogger } from '@sim/logger'
+import { type QueryKey, useQueryClient } from '@tanstack/react-query'
+import { useStartConnectorMemberEnrollment } from '@/hooks/queries/kb/connectors'
+
+const logger = createLogger('MemberEnrollment')
+
+/** How often the given queries are refreshed while a member connects in another tab. */
+const AWAITING_CONNECTION_POLL_MS = 4_000
+
+interface UseMemberEnrollmentProps {
+  /** Queries carrying the viewer's membership, refreshed while a connection is awaited. */
+  membershipQueryKeys: readonly QueryKey[]
+  /** Connector ids the viewer is now connected to; awaiting stops for them. */
+  connectedConnectorIds: ReadonlySet<string>
+}
+
+/**
+ * Lets the viewer connect their own account to a per-member connector.
+ * Enrollment opens in a new tab — the enrollment page ends by telling the
+ * person to close it — and the membership queries are polled meanwhile so
+ * the surface that started it updates on its own once they are connected.
+ */
+export function useMemberEnrollment({
+  membershipQueryKeys,
+  connectedConnectorIds,
+}: UseMemberEnrollmentProps) {
+  const queryClient = useQueryClient()
+  const { mutate: startEnrollment, isPending } = useStartConnectorMemberEnrollment()
+  const [awaitingConnectorIds, setAwaitingConnectorIds] = useState<ReadonlySet<string>>(
+    () => new Set()
+  )
+  const [error, setError] = useState<string | null>(null)
+
+  const awaiting = [...awaitingConnectorIds].some((id) => !connectedConnectorIds.has(id))
+  useEffect(() => {
+    if (!awaiting) return
+    const timer = setInterval(() => {
+      for (const queryKey of membershipQueryKeys) {
+        void queryClient.invalidateQueries({ queryKey })
+      }
+    }, AWAITING_CONNECTION_POLL_MS)
+    return () => clearInterval(timer)
+  }, [awaiting, membershipQueryKeys, queryClient])
+
+  const connect = useCallback(
+    (knowledgeBaseId: string, connectorId: string) => {
+      setError(null)
+      startEnrollment(
+        { knowledgeBaseId, connectorId },
+        {
+          onSuccess: ({ url }) => {
+            window.open(url, '_blank', 'noopener')
+            setAwaitingConnectorIds((current) => new Set([...current, connectorId]))
+          },
+          onError: (err) => {
+            logger.error('Failed to start member enrollment', { error: err.message })
+            setError(err.message)
+          },
+        }
+      )
+    },
+    [startEnrollment]
+  )
+
+  const isAwaiting = useCallback(
+    (connectorId: string) =>
+      awaitingConnectorIds.has(connectorId) && !connectedConnectorIds.has(connectorId),
+    [awaitingConnectorIds, connectedConnectorIds]
+  )
+
+  return { connect, isAwaiting, isPending, error }
+}

From 4724422e18afd6d425d6e90be14c00fa995437d9 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 21:29:18 -0700
Subject: [PATCH 21/76] feat(knowledge): enable per-member access on every
 permission-scoped connector

Google Slides, Docs, Forms, Calendar, Gmail, Notion, Jira, Jira Service
Management, Box, Dropbox, monday, ClickUp, Asana, Salesforce, Linear,
DocuSign, and Zoom list only what the caller's own account can read, so
each now declares its listing caps and can sync per member. A shared
listing-scope error lets a connector report a folder, space, board, or
calendar the member cannot reach as a complete listing of nothing; Notion
and Asana report it from their typed errors, Dropbox from its 409, and
the Atlassian connectors also from an unreachable site. Google Docs and
Forms join the credential-group providers so their accounts can be
collected per person.
---
 apps/sim/connectors/asana/asana.ts            |  2 ++
 apps/sim/connectors/asana/meta.ts             |  1 +
 apps/sim/connectors/box/meta.ts               |  1 +
 apps/sim/connectors/clickup/clickup.ts        | 10 ++++--
 apps/sim/connectors/clickup/meta.ts           |  1 +
 apps/sim/connectors/docusign/meta.ts          |  1 +
 apps/sim/connectors/dropbox/dropbox.ts        | 12 ++++++-
 apps/sim/connectors/dropbox/meta.ts           |  1 +
 apps/sim/connectors/gmail/meta.ts             |  1 +
 .../google-calendar/google-calendar.ts        | 11 +++++--
 apps/sim/connectors/google-calendar/meta.ts   |  1 +
 apps/sim/connectors/google-docs/meta.ts       |  1 +
 .../connectors/google-forms/google-forms.ts   |  6 +++-
 apps/sim/connectors/google-forms/meta.ts      |  1 +
 .../connectors/google-slides/google-slides.ts |  6 +++-
 apps/sim/connectors/google-slides/meta.ts     |  1 +
 apps/sim/connectors/jira/jira.ts              | 18 +++++++++--
 apps/sim/connectors/jira/meta.ts              |  1 +
 apps/sim/connectors/jsm/jsm.ts                | 13 ++++++--
 apps/sim/connectors/jsm/meta.ts               |  1 +
 apps/sim/connectors/linear/meta.ts            |  1 +
 apps/sim/connectors/monday/meta.ts            |  1 +
 apps/sim/connectors/notion/meta.ts            |  1 +
 apps/sim/connectors/notion/notion.ts          |  3 ++
 .../permission-scoped-listing.test.ts         | 22 ++++++++++++-
 apps/sim/connectors/salesforce/meta.ts        |  1 +
 apps/sim/connectors/utils.ts                  | 32 +++++++++++++++++++
 apps/sim/connectors/zoom/meta.ts              |  1 +
 apps/sim/lib/auth/connectors/managed-oauth.ts |  4 ++-
 .../credential-groups/provider-registry.ts    |  2 ++
 apps/sim/lib/credential-groups/providers.ts   | 12 +++++++
 31 files changed, 156 insertions(+), 14 deletions(-)

diff --git a/apps/sim/connectors/asana/asana.ts b/apps/sim/connectors/asana/asana.ts
index 576921e2882..b507fade076 100644
--- a/apps/sim/connectors/asana/asana.ts
+++ b/apps/sim/connectors/asana/asana.ts
@@ -314,6 +314,8 @@ async function listWorkspaceProjects(
 export const asanaConnector: ConnectorConfig = {
   ...asanaConnectorMeta,
 
+  isListingScopeUnavailableError: (error) => error instanceof AsanaApiError && error.status === 404,
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
diff --git a/apps/sim/connectors/asana/meta.ts b/apps/sim/connectors/asana/meta.ts
index 075b14e0f2a..0d146487c82 100644
--- a/apps/sim/connectors/asana/meta.ts
+++ b/apps/sim/connectors/asana/meta.ts
@@ -10,6 +10,7 @@ export const asanaConnectorMeta: ConnectorMeta = {
 
   auth: { mode: 'oauth', provider: 'asana', requiredScopes: ['default'] },
 
+  permissionScopedListing: { capFieldIds: ['maxTasks'] },
   configFields: [
     {
       id: 'workspaceSelector',
diff --git a/apps/sim/connectors/box/meta.ts b/apps/sim/connectors/box/meta.ts
index a8c2643ef30..9670b0575f0 100644
--- a/apps/sim/connectors/box/meta.ts
+++ b/apps/sim/connectors/box/meta.ts
@@ -14,6 +14,7 @@ export const boxConnectorMeta: ConnectorMeta = {
     requiredScopes: ['root_readwrite'],
   },
 
+  permissionScopedListing: { capFieldIds: ['maxFiles'] },
   configFields: [
     {
       id: 'folderId',
diff --git a/apps/sim/connectors/clickup/clickup.ts b/apps/sim/connectors/clickup/clickup.ts
index 7d42855face..a86aaa27d20 100644
--- a/apps/sim/connectors/clickup/clickup.ts
+++ b/apps/sim/connectors/clickup/clickup.ts
@@ -4,7 +4,11 @@ import { isRecordLike } from '@sim/utils/object'
 import { fetchWithRetry, VALIDATE_RETRY_OPTIONS } from '@/lib/knowledge/documents/utils'
 import { clickupConnectorMeta } from '@/connectors/clickup/meta'
 import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/connectors/types'
-import { parseTagDate } from '@/connectors/utils'
+import {
+  isListingScopeUnavailableError,
+  listingRequestError,
+  parseTagDate,
+} from '@/connectors/utils'
 import { clickupAuthorizationHeader, extractClickUpErrorMessage } from '@/tools/clickup/shared'
 
 const logger = createLogger('ClickUpConnector')
@@ -159,6 +163,8 @@ function getRequiredWorkspaceId(sourceConfig: Record<string, unknown>): string {
 export const clickupConnector: ConnectorConfig = {
   ...clickupConnectorMeta,
 
+  isListingScopeUnavailableError: isListingScopeUnavailableError,
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
@@ -181,7 +187,7 @@ export const clickupConnector: ConnectorConfig = {
     if (!response.ok) {
       const errorText = await response.text()
       logger.error('Failed to list ClickUp Docs', { status: response.status, error: errorText })
-      throw new Error(`Failed to list ClickUp Docs: ${response.status}`)
+      throw listingRequestError('Failed to list ClickUp Docs', response.status)
     }
 
     const data = (await response.json()) as Record<string, unknown>
diff --git a/apps/sim/connectors/clickup/meta.ts b/apps/sim/connectors/clickup/meta.ts
index 5879b5cf2ab..76004caeefd 100644
--- a/apps/sim/connectors/clickup/meta.ts
+++ b/apps/sim/connectors/clickup/meta.ts
@@ -13,6 +13,7 @@ export const clickupConnectorMeta: ConnectorMeta = {
     provider: 'clickup',
   },
 
+  permissionScopedListing: { capFieldIds: ['maxDocs'] },
   configFields: [
     {
       id: 'workspaceSelector',
diff --git a/apps/sim/connectors/docusign/meta.ts b/apps/sim/connectors/docusign/meta.ts
index 08a67c77e47..86e59da2770 100644
--- a/apps/sim/connectors/docusign/meta.ts
+++ b/apps/sim/connectors/docusign/meta.ts
@@ -16,6 +16,7 @@ export const docusignConnectorMeta: ConnectorMeta = {
 
   supportsIncrementalSync: true,
 
+  permissionScopedListing: { capFieldIds: ['maxEnvelopes'] },
   configFields: [
     {
       id: 'lookback',
diff --git a/apps/sim/connectors/dropbox/dropbox.ts b/apps/sim/connectors/dropbox/dropbox.ts
index 5e44cfb9edd..60b1cda51ce 100644
--- a/apps/sim/connectors/dropbox/dropbox.ts
+++ b/apps/sim/connectors/dropbox/dropbox.ts
@@ -6,7 +6,9 @@ import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/
 import {
   CONNECTOR_MAX_FILE_BYTES,
   ConnectorFileTooLargeError,
+  ConnectorListingScopeUnavailableError,
   htmlToPlainText,
+  isListingScopeUnavailableError,
   isSkippedDocument,
   markSkipped,
   parseTagDate,
@@ -170,6 +172,8 @@ function fileToStub(entry: DropboxFileMetadata): ExternalDocument {
 export const dropboxConnector: ConnectorConfig = {
   ...dropboxConnectorMeta,
 
+  isListingScopeUnavailableError: isListingScopeUnavailableError,
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
@@ -227,7 +231,13 @@ export const dropboxConnector: ConnectorConfig = {
           status: response.status,
           error: errorText,
         })
-        throw new Error(`Failed to list Dropbox folder: ${response.status}`)
+        /** Dropbox reports a path the caller cannot reach as 409 path/not_found. */
+        throw response.status === 409
+          ? new ConnectorListingScopeUnavailableError(
+              `Failed to list Dropbox folder: ${response.status}`,
+              response.status
+            )
+          : new Error(`Failed to list Dropbox folder: ${response.status}`)
       }
 
       data = await response.json()
diff --git a/apps/sim/connectors/dropbox/meta.ts b/apps/sim/connectors/dropbox/meta.ts
index 9e294b6fe7f..655935dbc25 100644
--- a/apps/sim/connectors/dropbox/meta.ts
+++ b/apps/sim/connectors/dropbox/meta.ts
@@ -14,6 +14,7 @@ export const dropboxConnectorMeta: ConnectorMeta = {
     requiredScopes: ['files.metadata.read', 'files.content.read'],
   },
 
+  permissionScopedListing: { capFieldIds: ['maxFiles'] },
   configFields: [
     {
       id: 'folderPath',
diff --git a/apps/sim/connectors/gmail/meta.ts b/apps/sim/connectors/gmail/meta.ts
index a5f91fcab23..bdeb1a6371b 100644
--- a/apps/sim/connectors/gmail/meta.ts
+++ b/apps/sim/connectors/gmail/meta.ts
@@ -16,6 +16,7 @@ export const gmailConnectorMeta: ConnectorMeta = {
     requiredScopes: ['https://www.googleapis.com/auth/gmail.modify'],
   },
 
+  permissionScopedListing: { capFieldIds: ['maxThreads'] },
   configFields: [
     {
       id: 'labelSelector',
diff --git a/apps/sim/connectors/google-calendar/google-calendar.ts b/apps/sim/connectors/google-calendar/google-calendar.ts
index 921907a82ec..620ee62906a 100644
--- a/apps/sim/connectors/google-calendar/google-calendar.ts
+++ b/apps/sim/connectors/google-calendar/google-calendar.ts
@@ -3,7 +3,12 @@ import { getErrorMessage } from '@sim/utils/errors'
 import { fetchWithRetry, VALIDATE_RETRY_OPTIONS } from '@/lib/knowledge/documents/utils'
 import { DEFAULT_MAX_EVENTS, googleCalendarConnectorMeta } from '@/connectors/google-calendar/meta'
 import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/connectors/types'
-import { parseMultiValue, parseTagDate } from '@/connectors/utils'
+import {
+  isListingScopeUnavailableError,
+  listingRequestError,
+  parseMultiValue,
+  parseTagDate,
+} from '@/connectors/utils'
 
 const logger = createLogger('GoogleCalendarConnector')
 
@@ -301,6 +306,8 @@ function eventToDocument(
 export const googleCalendarConnector: ConnectorConfig = {
   ...googleCalendarConnectorMeta,
 
+  isListingScopeUnavailableError: isListingScopeUnavailableError,
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
@@ -397,7 +404,7 @@ export const googleCalendarConnector: ConnectorConfig = {
         calendarId,
         error: errorText,
       })
-      throw new Error(`Failed to list Google Calendar events: ${response.status}`)
+      throw listingRequestError('Failed to list Google Calendar events', response.status)
     }
 
     const data = await response.json()
diff --git a/apps/sim/connectors/google-calendar/meta.ts b/apps/sim/connectors/google-calendar/meta.ts
index dda94336817..dc9249aa5e3 100644
--- a/apps/sim/connectors/google-calendar/meta.ts
+++ b/apps/sim/connectors/google-calendar/meta.ts
@@ -16,6 +16,7 @@ export const googleCalendarConnectorMeta: ConnectorMeta = {
     requiredScopes: ['https://www.googleapis.com/auth/calendar'],
   },
 
+  permissionScopedListing: { capFieldIds: ['maxEvents'] },
   configFields: [
     {
       id: 'calendarSelector',
diff --git a/apps/sim/connectors/google-docs/meta.ts b/apps/sim/connectors/google-docs/meta.ts
index eaca1bd826b..c3ef01e56dd 100644
--- a/apps/sim/connectors/google-docs/meta.ts
+++ b/apps/sim/connectors/google-docs/meta.ts
@@ -14,6 +14,7 @@ export const googleDocsConnectorMeta: ConnectorMeta = {
     requiredScopes: ['https://www.googleapis.com/auth/drive'],
   },
 
+  permissionScopedListing: { capFieldIds: ['maxDocs'] },
   configFields: [
     {
       id: 'folderSelector',
diff --git a/apps/sim/connectors/google-forms/google-forms.ts b/apps/sim/connectors/google-forms/google-forms.ts
index 443b394443a..957e039cb93 100644
--- a/apps/sim/connectors/google-forms/google-forms.ts
+++ b/apps/sim/connectors/google-forms/google-forms.ts
@@ -5,7 +5,9 @@ import { googleFormsConnectorMeta, MAX_RESPONSES_PER_FORM } from '@/connectors/g
 import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/connectors/types'
 import {
   buildDriveParentsClause,
+  isListingScopeUnavailableError,
   joinTagArray,
+  listingRequestError,
   parseMultiValue,
   parseTagDate,
 } from '@/connectors/utils'
@@ -434,6 +436,8 @@ function buildDriveQuery(folderIds: string[]): string {
 export const googleFormsConnector: ConnectorConfig = {
   ...googleFormsConnectorMeta,
 
+  isListingScopeUnavailableError: isListingScopeUnavailableError,
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
@@ -480,7 +484,7 @@ export const googleFormsConnector: ConnectorConfig = {
     if (!response.ok) {
       const errorText = await response.text()
       logger.error('Failed to list Google Forms', { status: response.status, error: errorText })
-      throw new Error(`Failed to list Google Forms: ${response.status}`)
+      throw listingRequestError('Failed to list Google Forms', response.status)
     }
 
     const data = await response.json()
diff --git a/apps/sim/connectors/google-forms/meta.ts b/apps/sim/connectors/google-forms/meta.ts
index 3ea4b31fbdb..73f87cef9bf 100644
--- a/apps/sim/connectors/google-forms/meta.ts
+++ b/apps/sim/connectors/google-forms/meta.ts
@@ -24,6 +24,7 @@ export const googleFormsConnectorMeta: ConnectorMeta = {
     ],
   },
 
+  permissionScopedListing: { capFieldIds: ['maxForms'] },
   configFields: [
     {
       id: 'folderSelector',
diff --git a/apps/sim/connectors/google-slides/google-slides.ts b/apps/sim/connectors/google-slides/google-slides.ts
index cd957564e99..1257cf60aa5 100644
--- a/apps/sim/connectors/google-slides/google-slides.ts
+++ b/apps/sim/connectors/google-slides/google-slides.ts
@@ -7,7 +7,9 @@ import {
   buildDriveParentsClause,
   CONNECTOR_MAX_FILE_BYTES,
   ConnectorFileTooLargeError,
+  isListingScopeUnavailableError,
   joinTagArray,
+  listingRequestError,
   markSkipped,
   parseMultiValue,
   parseTagDate,
@@ -286,6 +288,8 @@ function buildQuery(sourceConfig: Record<string, unknown>, lastSyncAt?: Date): s
 export const googleSlidesConnector: ConnectorConfig = {
   ...googleSlidesConnectorMeta,
 
+  isListingScopeUnavailableError: isListingScopeUnavailableError,
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
@@ -339,7 +343,7 @@ export const googleSlidesConnector: ConnectorConfig = {
         status: response.status,
         error: errorText,
       })
-      throw new Error(`Failed to list Google Slides presentations: ${response.status}`)
+      throw listingRequestError('Failed to list Google Slides presentations', response.status)
     }
 
     const data = await response.json()
diff --git a/apps/sim/connectors/google-slides/meta.ts b/apps/sim/connectors/google-slides/meta.ts
index a4cc9a17aef..72242deef12 100644
--- a/apps/sim/connectors/google-slides/meta.ts
+++ b/apps/sim/connectors/google-slides/meta.ts
@@ -19,6 +19,7 @@ export const googleSlidesConnectorMeta: ConnectorMeta = {
     requiredScopes: ['https://www.googleapis.com/auth/drive'],
   },
 
+  permissionScopedListing: { capFieldIds: ['maxDocs'] },
   configFields: [
     {
       id: 'folderSelector',
diff --git a/apps/sim/connectors/jira/jira.ts b/apps/sim/connectors/jira/jira.ts
index a957b3f7468..9d2d3af3a6f 100644
--- a/apps/sim/connectors/jira/jira.ts
+++ b/apps/sim/connectors/jira/jira.ts
@@ -1,10 +1,19 @@
 import { createLogger } from '@sim/logger'
 import { toError } from '@sim/utils/errors'
-import { normalizeAtlassianSiteUrl } from '@/lib/atlassian/discovery'
+import {
+  AtlassianSiteNotAccessibleError,
+  normalizeAtlassianSiteUrl,
+} from '@/lib/atlassian/discovery'
 import { fetchWithRetry, VALIDATE_RETRY_OPTIONS } from '@/lib/knowledge/documents/utils'
 import { jiraConnectorMeta } from '@/connectors/jira/meta'
 import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/connectors/types'
-import { joinTagArray, parseMultiValue, parseTagDate } from '@/connectors/utils'
+import {
+  isListingScopeUnavailableError,
+  joinTagArray,
+  listingRequestError,
+  parseMultiValue,
+  parseTagDate,
+} from '@/connectors/utils'
 import { extractAdfText, getJiraCloudId } from '@/tools/jira/utils'
 
 const logger = createLogger('JiraConnector')
@@ -131,6 +140,9 @@ function issueToFullDocument(issue: Record<string, unknown>, siteUrl: string): E
 export const jiraConnector: ConnectorConfig = {
   ...jiraConnectorMeta,
 
+  isListingScopeUnavailableError: (error) =>
+    isListingScopeUnavailableError(error) || error instanceof AtlassianSiteNotAccessibleError,
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
@@ -219,7 +231,7 @@ export const jiraConnector: ConnectorConfig = {
         status: response.status,
         error: errorText,
       })
-      throw new Error(`Failed to search Jira issues: ${response.status}`)
+      throw listingRequestError('Failed to search Jira issues', response.status)
     }
 
     const data = await response.json()
diff --git a/apps/sim/connectors/jira/meta.ts b/apps/sim/connectors/jira/meta.ts
index 40c1749618a..d38ee66c672 100644
--- a/apps/sim/connectors/jira/meta.ts
+++ b/apps/sim/connectors/jira/meta.ts
@@ -10,6 +10,7 @@ export const jiraConnectorMeta: ConnectorMeta = {
 
   auth: { mode: 'oauth', provider: 'jira', requiredScopes: ['read:jira-work', 'offline_access'] },
 
+  permissionScopedListing: { capFieldIds: ['maxIssues'] },
   configFields: [
     {
       id: 'domain',
diff --git a/apps/sim/connectors/jsm/jsm.ts b/apps/sim/connectors/jsm/jsm.ts
index ee42607ed9a..7f7a493a061 100644
--- a/apps/sim/connectors/jsm/jsm.ts
+++ b/apps/sim/connectors/jsm/jsm.ts
@@ -1,9 +1,15 @@
 import { createLogger } from '@sim/logger'
 import { toError } from '@sim/utils/errors'
+import { AtlassianSiteNotAccessibleError } from '@/lib/atlassian/discovery'
 import { fetchWithRetry, VALIDATE_RETRY_OPTIONS } from '@/lib/knowledge/documents/utils'
 import { jsmConnectorMeta } from '@/connectors/jsm/meta'
 import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/connectors/types'
-import { htmlToPlainText, parseTagDate } from '@/connectors/utils'
+import {
+  htmlToPlainText,
+  isListingScopeUnavailableError,
+  listingRequestError,
+  parseTagDate,
+} from '@/connectors/utils'
 import { extractAdfText, getJiraCloudId } from '@/tools/jira/utils'
 import { getJsmApiBaseUrl, getJsmHeaders } from '@/tools/jsm/utils'
 
@@ -421,6 +427,9 @@ async function fetchComments(
 export const jsmConnector: ConnectorConfig = {
   ...jsmConnectorMeta,
 
+  isListingScopeUnavailableError: (error) =>
+    isListingScopeUnavailableError(error) || error instanceof AtlassianSiteNotAccessibleError,
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
@@ -498,7 +507,7 @@ export const jsmConnector: ConnectorConfig = {
     if (!response.ok) {
       const errorText = await response.text()
       logger.error('Failed to list JSM requests', { status: response.status, error: errorText })
-      throw new Error(`Failed to list JSM requests: ${response.status}`)
+      throw listingRequestError('Failed to list JSM requests', response.status)
     }
 
     const data = (await response.json()) as JsmPage<JsmRequest>
diff --git a/apps/sim/connectors/jsm/meta.ts b/apps/sim/connectors/jsm/meta.ts
index 8b4f79003f8..22c9cd4b748 100644
--- a/apps/sim/connectors/jsm/meta.ts
+++ b/apps/sim/connectors/jsm/meta.ts
@@ -36,6 +36,7 @@ export const jsmConnectorMeta: ConnectorMeta = {
     ],
   },
 
+  permissionScopedListing: { capFieldIds: ['maxRequests'] },
   configFields: [
     {
       id: 'domain',
diff --git a/apps/sim/connectors/linear/meta.ts b/apps/sim/connectors/linear/meta.ts
index 33f9e4604ff..070346a5e13 100644
--- a/apps/sim/connectors/linear/meta.ts
+++ b/apps/sim/connectors/linear/meta.ts
@@ -18,6 +18,7 @@ export const linearConnectorMeta: ConnectorMeta = {
    */
   supportsIncrementalSync: true,
 
+  permissionScopedListing: { capFieldIds: ['maxIssues'] },
   configFields: [
     {
       id: 'teamSelector',
diff --git a/apps/sim/connectors/monday/meta.ts b/apps/sim/connectors/monday/meta.ts
index ab9ffc882e1..00d01149e2e 100644
--- a/apps/sim/connectors/monday/meta.ts
+++ b/apps/sim/connectors/monday/meta.ts
@@ -14,6 +14,7 @@ export const mondayConnectorMeta: ConnectorMeta = {
     requiredScopes: ['boards:read', 'updates:read', 'me:read'],
   },
 
+  permissionScopedListing: { capFieldIds: ['maxItems'] },
   configFields: [
     {
       id: 'boardSelector',
diff --git a/apps/sim/connectors/notion/meta.ts b/apps/sim/connectors/notion/meta.ts
index ad4a8b13cab..2395cab412b 100644
--- a/apps/sim/connectors/notion/meta.ts
+++ b/apps/sim/connectors/notion/meta.ts
@@ -10,6 +10,7 @@ export const notionConnectorMeta: ConnectorMeta = {
 
   auth: { mode: 'oauth', provider: 'notion', requiredScopes: [] },
 
+  permissionScopedListing: { capFieldIds: ['maxPages'] },
   configFields: [
     {
       id: 'scope',
diff --git a/apps/sim/connectors/notion/notion.ts b/apps/sim/connectors/notion/notion.ts
index fea1c0f0e69..501331c425b 100644
--- a/apps/sim/connectors/notion/notion.ts
+++ b/apps/sim/connectors/notion/notion.ts
@@ -515,6 +515,9 @@ function pageToStub(page: Record<string, unknown>): ExternalDocument {
 export const notionConnector: ConnectorConfig = {
   ...notionConnectorMeta,
 
+  isListingScopeUnavailableError: (error) =>
+    error instanceof NotionApiError && error.status === 404,
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
diff --git a/apps/sim/connectors/permission-scoped-listing.test.ts b/apps/sim/connectors/permission-scoped-listing.test.ts
index 71490455975..d7798f500fd 100644
--- a/apps/sim/connectors/permission-scoped-listing.test.ts
+++ b/apps/sim/connectors/permission-scoped-listing.test.ts
@@ -22,7 +22,27 @@ const permissionScoped = Object.values(CONNECTOR_META_REGISTRY).filter(
  */
 describe('permission-scoped connector listings', () => {
   it('covers the connectors that crawl per member', () => {
-    expect(permissionScoped.map((meta) => meta.id).sort()).toEqual(['confluence', 'google_drive'])
+    expect(permissionScoped.map((meta) => meta.id).sort()).toEqual([
+      'asana',
+      'box',
+      'clickup',
+      'confluence',
+      'docusign',
+      'dropbox',
+      'gmail',
+      'google_calendar',
+      'google_docs',
+      'google_drive',
+      'google_forms',
+      'google_slides',
+      'jira',
+      'jsm',
+      'linear',
+      'monday',
+      'notion',
+      'salesforce',
+      'zoom',
+    ])
   })
 
   it.each(permissionScoped.map((meta) => [meta.id, meta] as const))(
diff --git a/apps/sim/connectors/salesforce/meta.ts b/apps/sim/connectors/salesforce/meta.ts
index bf9b4e0fa97..648c23d443b 100644
--- a/apps/sim/connectors/salesforce/meta.ts
+++ b/apps/sim/connectors/salesforce/meta.ts
@@ -21,6 +21,7 @@ export const salesforceConnectorMeta: ConnectorMeta = {
     requiredScopes: ['api', 'refresh_token', 'openid'],
   },
 
+  permissionScopedListing: { capFieldIds: ['maxRecords'] },
   configFields: [
     {
       id: 'objectType',
diff --git a/apps/sim/connectors/utils.ts b/apps/sim/connectors/utils.ts
index 8672c1ecb62..b5ed92d2d0c 100644
--- a/apps/sim/connectors/utils.ts
+++ b/apps/sim/connectors/utils.ts
@@ -695,3 +695,35 @@ export class ConnectorFileTooLargeError extends Error {
     this.name = 'ConnectorFileTooLargeError'
   }
 }
+
+/**
+ * A listing failed because the caller cannot reach the configured scope — the
+ * folder, space, board, or calendar is not shared with them. A members-mode
+ * crawl treats that as a complete listing of nothing for that member, so
+ * their access is withdrawn rather than retried forever.
+ */
+export class ConnectorListingScopeUnavailableError extends Error {
+  constructor(
+    message: string,
+    readonly status: number
+  ) {
+    super(message)
+    this.name = 'ConnectorListingScopeUnavailableError'
+  }
+}
+
+/**
+ * The error a listing request throws for a failed response: scope-unavailable
+ * when the source says the scope does not exist for this caller (404), a plain
+ * error for anything else, which the sync engines retry with backoff.
+ */
+export function listingRequestError(message: string, status: number): Error {
+  const described = `${message}: ${status}`
+  return status === 404
+    ? new ConnectorListingScopeUnavailableError(described, status)
+    : new Error(described)
+}
+
+export function isListingScopeUnavailableError(error: unknown): boolean {
+  return error instanceof ConnectorListingScopeUnavailableError
+}
diff --git a/apps/sim/connectors/zoom/meta.ts b/apps/sim/connectors/zoom/meta.ts
index 39be56551e4..b23e4d7627a 100644
--- a/apps/sim/connectors/zoom/meta.ts
+++ b/apps/sim/connectors/zoom/meta.ts
@@ -19,6 +19,7 @@ export const zoomConnectorMeta: ConnectorMeta = {
 
   supportsIncrementalSync: true,
 
+  permissionScopedListing: { capFieldIds: ['maxRecordings'] },
   configFields: [
     {
       id: 'lookback',
diff --git a/apps/sim/lib/auth/connectors/managed-oauth.ts b/apps/sim/lib/auth/connectors/managed-oauth.ts
index f0adce284af..fcf307c731e 100644
--- a/apps/sim/lib/auth/connectors/managed-oauth.ts
+++ b/apps/sim/lib/auth/connectors/managed-oauth.ts
@@ -1043,7 +1043,9 @@ function resolveManagedOAuthPolicy(
   if (
     providerId === 'google-email' ||
     providerId === 'google-calendar' ||
-    providerId === 'google-drive'
+    providerId === 'google-drive' ||
+    providerId === 'google-docs' ||
+    providerId === 'google-forms'
   ) {
     return () => createGoogleManagedOAuthConnector(providerId)
   }
diff --git a/apps/sim/lib/credential-groups/provider-registry.ts b/apps/sim/lib/credential-groups/provider-registry.ts
index b8f9a178067..9fc55743e94 100644
--- a/apps/sim/lib/credential-groups/provider-registry.ts
+++ b/apps/sim/lib/credential-groups/provider-registry.ts
@@ -13,6 +13,8 @@ const CREDENTIAL_GROUP_PROVIDER_ADAPTERS: Record<
   gmail: createStandardOAuthCredentialGroupProviderAdapter('gmail'),
   'google-calendar': createStandardOAuthCredentialGroupProviderAdapter('google-calendar'),
   'google-drive': createStandardOAuthCredentialGroupProviderAdapter('google-drive'),
+  'google-docs': createStandardOAuthCredentialGroupProviderAdapter('google-docs'),
+  'google-forms': createStandardOAuthCredentialGroupProviderAdapter('google-forms'),
   confluence: createStandardOAuthCredentialGroupProviderAdapter('confluence'),
   jira: createStandardOAuthCredentialGroupProviderAdapter('jira'),
   airtable: createStandardOAuthCredentialGroupProviderAdapter('airtable'),
diff --git a/apps/sim/lib/credential-groups/providers.ts b/apps/sim/lib/credential-groups/providers.ts
index 6a27f436fe6..e56f4d8dbd8 100644
--- a/apps/sim/lib/credential-groups/providers.ts
+++ b/apps/sim/lib/credential-groups/providers.ts
@@ -5,6 +5,8 @@ export const CREDENTIAL_GROUP_STANDARD_OAUTH_PROVIDER_IDS = [
   'gmail',
   'google-calendar',
   'google-drive',
+  'google-docs',
+  'google-forms',
   'confluence',
   'jira',
   'airtable',
@@ -61,6 +63,16 @@ const CREDENTIAL_GROUP_PROVIDER_SUPPORT: Record<
     description: 'Let each person connect one Google Drive account',
     configuration: 'oauth',
   },
+  'google-docs': {
+    serviceId: 'google-docs',
+    description: 'Let each person connect one Google Docs account',
+    configuration: 'oauth',
+  },
+  'google-forms': {
+    serviceId: 'google-forms',
+    description: 'Let each person connect one Google Forms account',
+    configuration: 'oauth',
+  },
   confluence: {
     serviceId: 'confluence',
     description: 'Let each person connect one Confluence account',

From b4201fc5ad3bd59431021ba9d033d374c4000799 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 21:57:09 -0700
Subject: [PATCH 22/76] refactor(knowledge): tighten the per-member access
 surface

- The credential-group policy canonicaliser carries knowledge-connector
  statements through instead of rejecting a third statement
- Google Docs and Box report an unreachable scope so a member's access is
  withdrawn rather than retried forever; Notion leaves members mode because
  its page access is granted to the shared integration bot
- Provisioning reuses a Credential Group only when other members-mode
  connectors already sync through it, never a group curated for something
  else; the fast dispatch on connect accepts the same statuses as the sweep
- Enrollment opens its tab inside the click so popup blockers cannot swallow
  it, and the membership poll stops after ten minutes
- Session-only routes use session auth; members mode stores the cap-stripped
  config; one liveness rule for members and managed bindings
- Drop dead code: the access barrel, system.ts and rank.ts folded into their
  siblings, unused ACL helpers, the unread change_cursor_at column, stale
  documentation, and the engine/provisioning/queue import cycle
---
 .../connectors/[connectorId]/access/route.ts  |  13 +-
 .../connectors/[connectorId]/enroll/route.ts  |  11 +-
 .../app/api/knowledge/search/utils.test.ts    |   4 +-
 apps/sim/app/api/knowledge/utils.ts           |  83 -------------
 .../app/api/v1/knowledge/search/route.test.ts |   2 +-
 apps/sim/app/api/v1/knowledge/search/route.ts |   3 +-
 .../connector-access-field.tsx                |   2 +-
 .../connectors-section/connectors-section.tsx |   7 +-
 .../member-connectors-section.tsx             |  74 +++++------
 .../[workspaceId]/search/search.test.tsx      |  13 ++
 apps/sim/connectors/box/box.ts                |   9 +-
 .../sim/connectors/google-docs/google-docs.ts |   6 +-
 apps/sim/connectors/notion/meta.ts            |   1 -
 apps/sim/connectors/notion/notion.ts          |   3 -
 .../permission-scoped-listing.test.ts         |   1 -
 apps/sim/hooks/queries/kb/connectors.ts       |  18 +--
 apps/sim/hooks/use-member-enrollment.ts       |  40 ++++--
 apps/sim/lib/auth/connectors/managed-oauth.ts |  11 +-
 apps/sim/lib/core/config/feature-flags.ts     |  10 --
 apps/sim/lib/credential-groups/credentials.ts |   5 +-
 apps/sim/lib/credential-groups/oauth.ts       |   2 +-
 apps/sim/lib/knowledge/access/availability.ts |  10 +-
 apps/sim/lib/knowledge/access/index.ts        |  30 -----
 .../lib/knowledge/access/predicate.test.ts    |   2 +-
 apps/sim/lib/knowledge/access/predicate.ts    |   3 +-
 apps/sim/lib/knowledge/access/system.ts       |  16 ---
 apps/sim/lib/knowledge/access/tokens.test.ts  |  20 +--
 apps/sim/lib/knowledge/access/tokens.ts       |  12 --
 apps/sim/lib/knowledge/access/types.ts        |  17 +++
 .../knowledge/application/connector-access.ts |  12 +-
 .../lib/knowledge/application/connectors.ts   |  22 ++--
 .../lib/knowledge/application/operations.ts   |   8 +-
 apps/sim/lib/knowledge/application/search.ts  |   2 +-
 .../lib/knowledge/chunks/keyset-sql.test.ts   |   2 +-
 .../connectors/member-observations.ts         |  16 ---
 .../connectors/member-provisioning.test.ts    |  19 +++
 .../connectors/member-provisioning.ts         | 115 +++++++++---------
 .../lib/knowledge/connectors/member-queue.ts  |  39 ++++++
 .../connectors/member-sync-engine.ts          |  26 ++--
 .../processing-outbox-handler.test.ts         |   2 +-
 .../documents/processing-outbox-handler.ts    |   2 +-
 apps/sim/lib/knowledge/documents/service.ts   |   3 +-
 .../orchestration/connector-access.test.ts    |   1 -
 .../orchestration/connector-access.ts         |   8 +-
 .../lib/knowledge/orchestration/connectors.ts |   7 +-
 apps/sim/lib/knowledge/search/queries.ts      |   5 +-
 apps/sim/lib/knowledge/search/rank.ts         |   7 --
 apps/sim/lib/knowledge/search/recency.ts      |   8 +-
 apps/sim/lib/workspaces/host-context.ts       |   2 +-
 .../db/credential-group-resource-policies.ts  |  60 +++++++--
 .../0318_permission_aware_knowledge.sql       |   1 -
 .../db/migrations/meta/0318_snapshot.json     |   6 -
 packages/db/schema.ts                         |   1 -
 packages/testing/src/mocks/schema.mock.ts     |   1 -
 54 files changed, 378 insertions(+), 425 deletions(-)
 delete mode 100644 apps/sim/lib/knowledge/access/index.ts
 delete mode 100644 apps/sim/lib/knowledge/access/system.ts
 delete mode 100644 apps/sim/lib/knowledge/search/rank.ts

diff --git a/apps/sim/app/api/knowledge/[id]/connectors/[connectorId]/access/route.ts b/apps/sim/app/api/knowledge/[id]/connectors/[connectorId]/access/route.ts
index 129ee5eea24..ab89571ab7e 100644
--- a/apps/sim/app/api/knowledge/[id]/connectors/[connectorId]/access/route.ts
+++ b/apps/sim/app/api/knowledge/[id]/connectors/[connectorId]/access/route.ts
@@ -1,19 +1,20 @@
 import { updateKnowledgeConnectorAccessContract } from '@/lib/api/contracts/knowledge'
-import { defineInternalJsonRoute, internalRateLimits } from '@/lib/api/server/routes'
+import {
+  defineInternalJsonRoute,
+  internalRateLimits,
+  internalSessionAuth,
+} from '@/lib/api/server/routes'
 import {
   resolveInternalKnowledgeBillingAttribution,
   toInternalKnowledgeConnector,
 } from '@/lib/knowledge/api/internal-route'
-import {
-  internalKnowledgeErrorPolicies,
-  internalKnowledgeSessionOrExecutorAuth,
-} from '@/lib/knowledge/api/route-policies'
+import { internalKnowledgeErrorPolicies } from '@/lib/knowledge/api/route-policies'
 import { updateKnowledgeConnectorAccess } from '@/lib/knowledge/application/connector-access'
 import { knowledgeOperations } from '@/lib/knowledge/application/operations'
 
 export const PATCH = defineInternalJsonRoute({
   contract: updateKnowledgeConnectorAccessContract,
-  auth: internalKnowledgeSessionOrExecutorAuth,
+  auth: internalSessionAuth,
   operation: knowledgeOperations.updateConnectorAccess,
   rateLimit: internalRateLimits.none({
     reason: 'A settings action an admin performs by hand; the switch itself is bounded',
diff --git a/apps/sim/app/api/knowledge/[id]/connectors/[connectorId]/enroll/route.ts b/apps/sim/app/api/knowledge/[id]/connectors/[connectorId]/enroll/route.ts
index 23a6c8f6f77..da3cc91c176 100644
--- a/apps/sim/app/api/knowledge/[id]/connectors/[connectorId]/enroll/route.ts
+++ b/apps/sim/app/api/knowledge/[id]/connectors/[connectorId]/enroll/route.ts
@@ -1,15 +1,16 @@
 import { startKnowledgeConnectorMemberEnrollmentContract } from '@/lib/api/contracts/knowledge'
-import { defineInternalJsonRoute, internalRateLimits } from '@/lib/api/server/routes'
 import {
-  internalKnowledgeErrorPolicies,
-  internalKnowledgeSessionOrExecutorAuth,
-} from '@/lib/knowledge/api/route-policies'
+  defineInternalJsonRoute,
+  internalRateLimits,
+  internalSessionAuth,
+} from '@/lib/api/server/routes'
+import { internalKnowledgeErrorPolicies } from '@/lib/knowledge/api/route-policies'
 import { startKnowledgeConnectorMemberEnrollment } from '@/lib/knowledge/application/connector-access'
 import { knowledgeOperations } from '@/lib/knowledge/application/operations'
 
 export const POST = defineInternalJsonRoute({
   contract: startKnowledgeConnectorMemberEnrollmentContract,
-  auth: internalKnowledgeSessionOrExecutorAuth,
+  auth: internalSessionAuth,
   operation: knowledgeOperations.enrollConnectorMember,
   rateLimit: internalRateLimits.none({
     reason:
diff --git a/apps/sim/app/api/knowledge/search/utils.test.ts b/apps/sim/app/api/knowledge/search/utils.test.ts
index 4e335621c35..f6c3c0f603c 100644
--- a/apps/sim/app/api/knowledge/search/utils.test.ts
+++ b/apps/sim/app/api/knowledge/search/utils.test.ts
@@ -48,18 +48,18 @@ afterEach(() => {
 })
 
 import { WORKSPACE_ACCESS_SCOPE } from '@/lib/knowledge/access/scope'
+import { generateSearchEmbedding } from '@/lib/knowledge/embeddings'
 import {
   executeKeywordSearch,
   executeKnowledgeSearch,
   fuseByReciprocalRank,
-  generateSearchEmbedding,
   getQueryStrategy,
   handleTagAndVectorSearch,
   handleTagOnlySearch,
   handleVectorOnlySearch,
   type SearchResult,
 } from '@/lib/knowledge/search/queries'
-import { RRF_K } from '@/lib/knowledge/search/rank'
+import { RRF_K } from '@/lib/knowledge/search/recency'
 
 /** Minimal SearchResult builder — only the fields fusion and ordering read. */
 function makeResult(id: string, distance = 0.1): SearchResult {
diff --git a/apps/sim/app/api/knowledge/utils.ts b/apps/sim/app/api/knowledge/utils.ts
index 12ca5ce728a..20a00d38cba 100644
--- a/apps/sim/app/api/knowledge/utils.ts
+++ b/apps/sim/app/api/knowledge/utils.ts
@@ -18,89 +18,6 @@ interface KnowledgeBaseData {
   updatedAt: Date
 }
 
-interface DocumentData {
-  id: string
-  knowledgeBaseId: string
-  filename: string
-  fileUrl: string
-  fileSize: number
-  mimeType: string
-  chunkCount: number
-  tokenCount: number
-  characterCount: number
-  processingStatus: string
-  processingStartedAt?: Date | null
-  processingCompletedAt?: Date | null
-  processingError?: string | null
-  enabled: boolean
-  deletedAt?: Date | null
-  uploadedAt: Date
-  // Text tags
-  tag1?: string | null
-  tag2?: string | null
-  tag3?: string | null
-  tag4?: string | null
-  tag5?: string | null
-  tag6?: string | null
-  tag7?: string | null
-  // Number tags (5 slots)
-  number1?: number | null
-  number2?: number | null
-  number3?: number | null
-  number4?: number | null
-  number5?: number | null
-  // Date tags (2 slots)
-  date1?: Date | null
-  date2?: Date | null
-  // Boolean tags (3 slots)
-  boolean1?: boolean | null
-  boolean2?: boolean | null
-  boolean3?: boolean | null
-  // Connector fields
-  connectorId?: string | null
-  sourceUrl?: string | null
-  externalId?: string | null
-}
-
-interface EmbeddingData {
-  id: string
-  knowledgeBaseId: string
-  documentId: string
-  chunkIndex: number
-  chunkHash: string
-  content: string
-  contentLength: number
-  tokenCount: number
-  embedding?: number[] | null
-  embeddingModel: string
-  startOffset: number
-  endOffset: number
-  // Text tags
-  tag1?: string | null
-  tag2?: string | null
-  tag3?: string | null
-  tag4?: string | null
-  tag5?: string | null
-  tag6?: string | null
-  tag7?: string | null
-  // Number tags (5 slots)
-  number1?: number | null
-  number2?: number | null
-  number3?: number | null
-  number4?: number | null
-  number5?: number | null
-  // Date tags (2 slots)
-  date1?: Date | null
-  date2?: Date | null
-  // Boolean tags (3 slots)
-  boolean1?: boolean | null
-  boolean2?: boolean | null
-  boolean3?: boolean | null
-  enabled: boolean
-  createdAt: Date
-  updatedAt: Date
-}
-
 export interface KnowledgeBaseAccessResult {
   hasAccess: true
   knowledgeBase: Pick<
diff --git a/apps/sim/app/api/v1/knowledge/search/route.test.ts b/apps/sim/app/api/v1/knowledge/search/route.test.ts
index cabb7b98df9..659739bd027 100644
--- a/apps/sim/app/api/v1/knowledge/search/route.test.ts
+++ b/apps/sim/app/api/v1/knowledge/search/route.test.ts
@@ -46,7 +46,6 @@ const SYSTEM_BILLING_ATTRIBUTION = {
 
 vi.mock('@/lib/knowledge/search/queries', () => ({
   executeKnowledgeSearch: mockExecuteKnowledgeSearch,
-  generateSearchEmbedding: mockGenerateSearchEmbedding,
   getDocumentMetadataByIds: mockGetDocumentMetadataByIds,
 }))
 
@@ -63,6 +62,7 @@ vi.mock('@/lib/billing/core/billing-attribution', () => ({
 }))
 
 vi.mock('@/lib/knowledge/embeddings', () => ({
+  generateSearchEmbedding: mockGenerateSearchEmbedding,
   recordSearchEmbeddingUsage: mockRecordSearchEmbeddingUsage,
 }))
 
diff --git a/apps/sim/app/api/v1/knowledge/search/route.ts b/apps/sim/app/api/v1/knowledge/search/route.ts
index 5cd1b364309..05037fb52f0 100644
--- a/apps/sim/app/api/v1/knowledge/search/route.ts
+++ b/apps/sim/app/api/v1/knowledge/search/route.ts
@@ -8,11 +8,10 @@ import {
 } from '@/lib/billing/core/billing-attribution'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { ALL_TAG_SLOTS } from '@/lib/knowledge/constants'
-import { recordSearchEmbeddingUsage } from '@/lib/knowledge/embeddings'
+import { generateSearchEmbedding, recordSearchEmbeddingUsage } from '@/lib/knowledge/embeddings'
 import { resolveKnowledgeSearchDefaults } from '@/lib/knowledge/search/defaults'
 import {
   executeKnowledgeSearch,
-  generateSearchEmbedding,
   getDocumentMetadataByIds,
   type SearchResult,
 } from '@/lib/knowledge/search/queries'
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx
index 9bc2d8089ad..081584039c5 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx
@@ -62,7 +62,7 @@ export function ConnectorAccessField({
     if (value.accessMode !== 'members') return null
     return (
       <ChipModalField type='custom' title='Access'>
-        <ButtonGroup value='members' onValueChange={() => undefined}>
+        <ButtonGroup value='members'>
           <ButtonGroupItem value='workspace' disabled>
             Workspace
           </ButtonGroupItem>
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx
index e7f7f554282..5bb7b73f09b 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx
@@ -35,6 +35,7 @@ import {
   CONNECTOR_SYNC_STALE_LOCK_TTL_MS,
   MEMBER_SYNC_STALE_LOCK_TTL_MS,
 } from '@/lib/knowledge/connectors/sync-limits'
+import type { MemberSyncStatus } from '@/lib/knowledge/types'
 import { getCanonicalScopesForProvider, getProviderIdFromServiceId } from '@/lib/oauth'
 import { getMissingRequiredScopes } from '@/lib/oauth/utils'
 import { ConnectOAuthModal } from '@/app/workspace/[workspaceId]/components/connect-oauth-modal'
@@ -99,7 +100,7 @@ const MEMBER_SYNC_STATUS_AS_CONNECTOR_STATUS = {
   running: 'syncing',
   error: 'error',
   disabled: 'disabled',
-} as const satisfies Record<string, keyof typeof STATUS_CONFIG>
+} as const satisfies Record<MemberSyncStatus, keyof typeof STATUS_CONFIG>
 
 const CONNECTOR_ACTION_BUTTON_CLASSES =
   'size-7 rounded-lg p-0 text-[var(--text-muted)] hover-hover:bg-[var(--surface-active)] hover-hover:text-[var(--text-primary)]'
@@ -316,9 +317,7 @@ function ConnectorCard({
    */
   const effectiveStatus =
     connector.accessMode === 'members' && connector.status === 'active'
-      ? (MEMBER_SYNC_STATUS_AS_CONNECTOR_STATUS[
-          connector.memberSyncStatus as keyof typeof MEMBER_SYNC_STATUS_AS_CONNECTOR_STATUS
-        ] ?? 'active')
+      ? MEMBER_SYNC_STATUS_AS_CONNECTOR_STATUS[connector.memberSyncStatus]
       : connector.status
   const statusConfig =
     STATUS_CONFIG[effectiveStatus as keyof typeof STATUS_CONFIG] || STATUS_CONFIG.active
diff --git a/apps/sim/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section.tsx b/apps/sim/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section.tsx
index 74f1f6e29be..3e405779ecb 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section.tsx
@@ -78,42 +78,44 @@ export function MemberConnectorsSection({ workspaceId, search }: MemberConnector
   if (visible.length === 0) return null
 
   return (
-    <IntegrationSection label={SHARED_WITH_YOU_LABEL}>
-      {visible.map((connector) => {
-        const meta = CONNECTOR_META_REGISTRY[connector.connectorType]
-        const waiting = isAwaiting(connector.connectorId)
-        const connectable = CONNECTABLE.has(connector.viewerMembership)
-        return (
-          <SettingsResourceRow
-            key={connector.connectorId}
-            iconVariant='custom'
-            icon={
-              meta ? (
-                <IntegrationTile blockType={connector.connectorType} icon={meta.icon} />
-              ) : undefined
-            }
-            title={meta?.name ?? connector.connectorType}
-            description={describe(connector, waiting)}
-            trailing={
-              connectable ? (
-                <Button
-                  variant='primary'
-                  size='sm'
-                  onClick={() => connect(connector.knowledgeBaseId, connector.connectorId)}
-                  disabled={isPending}
-                >
-                  {waiting
-                    ? 'Open again'
-                    : connector.viewerMembership === 'needs_reauth'
-                      ? 'Reconnect'
-                      : 'Connect'}
-                </Button>
-              ) : undefined
-            }
-          />
-        )
-      })}
+    <>
+      <IntegrationSection label={SHARED_WITH_YOU_LABEL}>
+        {visible.map((connector) => {
+          const meta = CONNECTOR_META_REGISTRY[connector.connectorType]
+          const waiting = isAwaiting(connector.connectorId)
+          const connectable = CONNECTABLE.has(connector.viewerMembership)
+          return (
+            <SettingsResourceRow
+              key={connector.connectorId}
+              iconVariant='custom'
+              icon={
+                meta ? (
+                  <IntegrationTile blockType={connector.connectorType} icon={meta.icon} />
+                ) : undefined
+              }
+              title={meta?.name ?? connector.connectorType}
+              description={describe(connector, waiting)}
+              trailing={
+                connectable ? (
+                  <Button
+                    variant='primary'
+                    size='sm'
+                    onClick={() => connect(connector.knowledgeBaseId, connector.connectorId)}
+                    disabled={isPending}
+                  >
+                    {waiting
+                      ? 'Open again'
+                      : connector.viewerMembership === 'needs_reauth'
+                        ? 'Reconnect'
+                        : 'Connect'}
+                  </Button>
+                ) : undefined
+              }
+            />
+          )
+        })}
+      </IntegrationSection>
       {error && <p className='text-[var(--text-error)] text-caption'>{error}</p>}
-    </IntegrationSection>
+    </>
   )
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx b/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
index ad77ad25833..73a8e2570e7 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
@@ -107,6 +107,19 @@ vi.mock('@/hooks/queries/credentials', () => ({
   }),
 }))
 
+vi.mock('@/hooks/queries/kb/connectors', () => ({
+  memberConnectorKeys: { list: (workspaceId?: string) => ['member-connectors', workspaceId] },
+  useWorkspaceMemberConnectors: () => ({ data: [] }),
+}))
+vi.mock('@/hooks/use-member-enrollment', () => ({
+  useMemberEnrollment: () => ({
+    connect: vi.fn(),
+    isAwaiting: () => false,
+    isPending: false,
+    error: null,
+  }),
+}))
+
 import { Search } from '@/app/workspace/[workspaceId]/search/search'
 
 let root: Root | null = null
diff --git a/apps/sim/connectors/box/box.ts b/apps/sim/connectors/box/box.ts
index aa5bcae9a82..e21b1e5224f 100644
--- a/apps/sim/connectors/box/box.ts
+++ b/apps/sim/connectors/box/box.ts
@@ -7,7 +7,9 @@ import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/
 import {
   CONNECTOR_MAX_FILE_BYTES,
   ConnectorFileTooLargeError,
+  ConnectorListingScopeUnavailableError,
   htmlToPlainText,
+  isListingScopeUnavailableError,
   isSkippedDocument,
   markSkipped,
   parseTagDate,
@@ -426,6 +428,8 @@ async function listFolderPage(
 export const boxConnector: ConnectorConfig = {
   ...boxConnectorMeta,
 
+  isListingScopeUnavailableError,
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
@@ -453,8 +457,9 @@ export const boxConnector: ConnectorConfig = {
        * reporting a successful sync that indexed nothing.
        */
       if (!page && position.folderId === rootFolderId) {
-        throw new Error(
-          `Box denied access to folder ${rootFolderId}. Reconnect the Box account or choose another folder.`
+        throw new ConnectorListingScopeUnavailableError(
+          `Box denied access to folder ${rootFolderId}. Reconnect the Box account or choose another folder.`,
+          403
         )
       }
 
diff --git a/apps/sim/connectors/google-docs/google-docs.ts b/apps/sim/connectors/google-docs/google-docs.ts
index 150f807074e..f5a0d2faac7 100644
--- a/apps/sim/connectors/google-docs/google-docs.ts
+++ b/apps/sim/connectors/google-docs/google-docs.ts
@@ -11,7 +11,9 @@ import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/
 import {
   buildDriveParentsClause,
   ConnectorFileTooLargeError,
+  isListingScopeUnavailableError,
   joinTagArray,
+  listingRequestError,
   markSkipped,
   parseMultiValue,
   parseOptionalUnlimitedSafeInteger,
@@ -493,6 +495,8 @@ function buildQuery(sourceConfig: Record<string, unknown>): string {
 export const googleDocsConnector: ConnectorConfig = {
   ...googleDocsConnectorMeta,
 
+  isListingScopeUnavailableError,
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
@@ -553,7 +557,7 @@ export const googleDocsConnector: ConnectorConfig = {
         status: response.status,
         error: failure,
       })
-      throw new Error(`Failed to list Google Docs: ${failure}`)
+      throw listingRequestError(`Failed to list Google Docs: ${failure}`, response.status)
     }
 
     const data = parseDriveFileListResponse(await response.json())
diff --git a/apps/sim/connectors/notion/meta.ts b/apps/sim/connectors/notion/meta.ts
index 2395cab412b..ad4a8b13cab 100644
--- a/apps/sim/connectors/notion/meta.ts
+++ b/apps/sim/connectors/notion/meta.ts
@@ -10,7 +10,6 @@ export const notionConnectorMeta: ConnectorMeta = {
 
   auth: { mode: 'oauth', provider: 'notion', requiredScopes: [] },
 
-  permissionScopedListing: { capFieldIds: ['maxPages'] },
   configFields: [
     {
       id: 'scope',
diff --git a/apps/sim/connectors/notion/notion.ts b/apps/sim/connectors/notion/notion.ts
index 501331c425b..fea1c0f0e69 100644
--- a/apps/sim/connectors/notion/notion.ts
+++ b/apps/sim/connectors/notion/notion.ts
@@ -515,9 +515,6 @@ function pageToStub(page: Record<string, unknown>): ExternalDocument {
 export const notionConnector: ConnectorConfig = {
   ...notionConnectorMeta,
 
-  isListingScopeUnavailableError: (error) =>
-    error instanceof NotionApiError && error.status === 404,
-
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
diff --git a/apps/sim/connectors/permission-scoped-listing.test.ts b/apps/sim/connectors/permission-scoped-listing.test.ts
index d7798f500fd..57546cfe067 100644
--- a/apps/sim/connectors/permission-scoped-listing.test.ts
+++ b/apps/sim/connectors/permission-scoped-listing.test.ts
@@ -39,7 +39,6 @@ describe('permission-scoped connector listings', () => {
       'jsm',
       'linear',
       'monday',
-      'notion',
       'salesforce',
       'zoom',
     ])
diff --git a/apps/sim/hooks/queries/kb/connectors.ts b/apps/sim/hooks/queries/kb/connectors.ts
index 1b395defd10..be9411fee50 100644
--- a/apps/sim/hooks/queries/kb/connectors.ts
+++ b/apps/sim/hooks/queries/kb/connectors.ts
@@ -176,9 +176,9 @@ function setCachedConnectorStatus(
  * which is all `onError` needs to undo it — the mutation variables already
  * carry the ids.
  *
- * Both status-changing mutations resolve into the same list, so they share this
- * write instead of each keeping a local `Set` of in-flight ids alongside it —
- * that duplicated the server's own state and could not survive a remount.
+ * The pause and resume mutations share this write instead of each keeping a
+ * local `Set` of in-flight ids alongside it — that duplicated the server's own
+ * state and could not survive a remount.
  *
  * Deliberately not a snapshot of the whole array: two connectors can be in
  * flight at once, and restoring a whole-list snapshot would roll the other
@@ -335,12 +335,6 @@ async function updateConnectorAccess({
   return result.data
 }
 
-/**
- * Moves a connector between workspace and members mode. The switch rewrites
- * document access, so everything under the base is refetched: the connector
- * list and detail for the new mode and member state, and the document lists
- * whose rows may have become hidden or visible.
- */
 interface StartConnectorMemberEnrollmentParams {
   knowledgeBaseId: string
   connectorId: string
@@ -391,6 +385,12 @@ export function useStartConnectorMemberEnrollment() {
   return useMutation({ mutationFn: startConnectorMemberEnrollment })
 }
 
+/**
+ * Moves a connector between workspace and members mode. The switch rewrites
+ * document access, so everything under the base is refetched: the connector
+ * list and detail for the new mode and member state, and the document lists
+ * whose rows may have become hidden or visible.
+ */
 export function useUpdateConnectorAccess() {
   const queryClient = useQueryClient()
 
diff --git a/apps/sim/hooks/use-member-enrollment.ts b/apps/sim/hooks/use-member-enrollment.ts
index 816352b29ba..b9a0179a9d2 100644
--- a/apps/sim/hooks/use-member-enrollment.ts
+++ b/apps/sim/hooks/use-member-enrollment.ts
@@ -9,6 +9,8 @@ const logger = createLogger('MemberEnrollment')
 
 /** How often the given queries are refreshed while a member connects in another tab. */
 const AWAITING_CONNECTION_POLL_MS = 4_000
+/** How long a connection is awaited before the surface stops refreshing on its own. */
+const AWAITING_CONNECTION_TIMEOUT_MS = 10 * 60_000
 
 interface UseMemberEnrollmentProps {
   /** Queries carrying the viewer's membership, refreshed while a connection is awaited. */
@@ -22,6 +24,10 @@ interface UseMemberEnrollmentProps {
  * Enrollment opens in a new tab — the enrollment page ends by telling the
  * person to close it — and the membership queries are polled meanwhile so
  * the surface that started it updates on its own once they are connected.
+ *
+ * The tab is opened in the click itself, before the enrollment link is
+ * minted, because a tab opened after a network round trip is outside the
+ * click's activation window and popup blockers swallow it.
  */
 export function useMemberEnrollment({
   membershipQueryKeys,
@@ -29,33 +35,49 @@ export function useMemberEnrollment({
 }: UseMemberEnrollmentProps) {
   const queryClient = useQueryClient()
   const { mutate: startEnrollment, isPending } = useStartConnectorMemberEnrollment()
-  const [awaitingConnectorIds, setAwaitingConnectorIds] = useState<ReadonlySet<string>>(
-    () => new Set()
-  )
+  const [awaitingSince, setAwaitingSince] = useState<ReadonlyMap<string, number>>(() => new Map())
   const [error, setError] = useState<string | null>(null)
 
-  const awaiting = [...awaitingConnectorIds].some((id) => !connectedConnectorIds.has(id))
+  const awaiting = [...awaitingSince.keys()].some((id) => !connectedConnectorIds.has(id))
   useEffect(() => {
     if (!awaiting) return
     const timer = setInterval(() => {
+      const now = Date.now()
+      setAwaitingSince((current) => {
+        const next = new Map(
+          [...current].filter(
+            ([id, since]) =>
+              !connectedConnectorIds.has(id) && now - since < AWAITING_CONNECTION_TIMEOUT_MS
+          )
+        )
+        return next.size === current.size ? current : next
+      })
       for (const queryKey of membershipQueryKeys) {
         void queryClient.invalidateQueries({ queryKey })
       }
     }, AWAITING_CONNECTION_POLL_MS)
     return () => clearInterval(timer)
-  }, [awaiting, membershipQueryKeys, queryClient])
+  }, [awaiting, connectedConnectorIds, membershipQueryKeys, queryClient])
 
   const connect = useCallback(
     (knowledgeBaseId: string, connectorId: string) => {
       setError(null)
+      const tab = window.open('about:blank', '_blank')
+      if (tab) tab.opener = null
       startEnrollment(
         { knowledgeBaseId, connectorId },
         {
           onSuccess: ({ url }) => {
-            window.open(url, '_blank', 'noopener')
-            setAwaitingConnectorIds((current) => new Set([...current, connectorId]))
+            if (tab && !tab.closed) {
+              tab.location.href = url
+            } else {
+              window.location.assign(url)
+              return
+            }
+            setAwaitingSince((current) => new Map(current).set(connectorId, Date.now()))
           },
           onError: (err) => {
+            tab?.close()
             logger.error('Failed to start member enrollment', { error: err.message })
             setError(err.message)
           },
@@ -67,8 +89,8 @@ export function useMemberEnrollment({
 
   const isAwaiting = useCallback(
     (connectorId: string) =>
-      awaitingConnectorIds.has(connectorId) && !connectedConnectorIds.has(connectorId),
-    [awaitingConnectorIds, connectedConnectorIds]
+      awaitingSince.has(connectorId) && !connectedConnectorIds.has(connectorId),
+    [awaitingSince, connectedConnectorIds]
   )
 
   return { connect, isAwaiting, isPending, error }
diff --git a/apps/sim/lib/auth/connectors/managed-oauth.ts b/apps/sim/lib/auth/connectors/managed-oauth.ts
index fcf307c731e..8b2f28aba33 100644
--- a/apps/sim/lib/auth/connectors/managed-oauth.ts
+++ b/apps/sim/lib/auth/connectors/managed-oauth.ts
@@ -68,9 +68,6 @@ function canonicalGoogleScope(scope: string): string {
   return scope
 }
 
-const DRIVE_SCOPE = 'https://www.googleapis.com/auth/drive'
-const DRIVE_READONLY_SCOPE = 'https://www.googleapis.com/auth/drive.readonly'
-
 function hasRequiredGoogleScopes(
   providerId: string,
   grantedScopes: string[],
@@ -80,18 +77,12 @@ function hasRequiredGoogleScopes(
   return requiredScopes.every((requestedScope) => {
     const required = canonicalGoogleScope(requestedScope)
     if (granted.has(required)) return true
-    if (
+    return (
       providerId === 'google-email' &&
       granted.has(GMAIL_MODIFY_SCOPE) &&
       (required === GMAIL_READONLY_SCOPE ||
         required === GMAIL_SEND_SCOPE ||
         required === GMAIL_LABELS_SCOPE)
-    ) {
-      return true
-    }
-    /** Full Drive access implies read-only access, which is all a crawler asks for. */
-    return (
-      providerId === 'google-drive' && granted.has(DRIVE_SCOPE) && required === DRIVE_READONLY_SCOPE
     )
   })
 }
diff --git a/apps/sim/lib/core/config/feature-flags.ts b/apps/sim/lib/core/config/feature-flags.ts
index e89751ab4b1..bf6de543ba9 100644
--- a/apps/sim/lib/core/config/feature-flags.ts
+++ b/apps/sim/lib/core/config/feature-flags.ts
@@ -28,16 +28,6 @@ export type FeatureFlagsConfig = Record<string, FeatureFlagRule>
  */
 export type FeatureFlagContext = AppConfigGateContext
 
-/**
- * Registry of known feature flags. Each maps to the secret consulted ONLY when
- * AppConfig is not the source of truth (self-hosted/OSS, local dev, or hosted
- * without APPCONFIG_*). A truthy secret turns the flag on globally.
- *
- * Gating by workspace/org/user/admin is available ONLY through the hosted AppConfig document
- * — it deliberately cannot be expressed here, so no environment can grant (e.g.)
- * admin access from a code literal. To add a flag, register its name and the secret
- * to fall back on.
- */
 /**
  * The single definition of a feature flag. Everything about a flag lives in one
  * place: its name (the registry key), a human-readable `description`, and the
diff --git a/apps/sim/lib/credential-groups/credentials.ts b/apps/sim/lib/credential-groups/credentials.ts
index 735959a3607..f5d84e23c75 100644
--- a/apps/sim/lib/credential-groups/credentials.ts
+++ b/apps/sim/lib/credential-groups/credentials.ts
@@ -68,7 +68,10 @@ export interface ManagedCredentialGroupBinding {
  * credential itself.
  */
 export function isManagedCredentialGroupBindingLive(
-  binding: ManagedCredentialGroupBinding
+  binding: Pick<
+    ManagedCredentialGroupBinding,
+    'managedOauthStatus' | 'enrollmentStatus' | 'groupStatus' | 'optionStatus'
+  >
 ): boolean {
   return (
     binding.managedOauthStatus === 'active' &&
diff --git a/apps/sim/lib/credential-groups/oauth.ts b/apps/sim/lib/credential-groups/oauth.ts
index 569a4626d81..489120c2d40 100644
--- a/apps/sim/lib/credential-groups/oauth.ts
+++ b/apps/sim/lib/credential-groups/oauth.ts
@@ -304,7 +304,7 @@ async function persistGrant(
    * Loaded lazily: credential groups do not otherwise depend on knowledge.
    */
   const { dispatchMemberSyncsForCredentialOption } = await import(
-    '@/lib/knowledge/connectors/member-provisioning'
+    '@/lib/knowledge/connectors/member-queue'
   )
   await dispatchMemberSyncsForCredentialOption({
     workspaceId: context.workspaceId,
diff --git a/apps/sim/lib/knowledge/access/availability.ts b/apps/sim/lib/knowledge/access/availability.ts
index f3d3f228823..b46d1b0a25c 100644
--- a/apps/sim/lib/knowledge/access/availability.ts
+++ b/apps/sim/lib/knowledge/access/availability.ts
@@ -1,4 +1,7 @@
-import { getWorkspaceOwnerSubscriptionAccess } from '@/lib/billing/core/workspace-access'
+import {
+  getWorkspaceOwnerSubscriptionAccess,
+  type WorkspaceOwnerSubscriptionAccess,
+} from '@/lib/billing/core/workspace-access'
 import { isFeatureEnabled } from '@/lib/core/config/feature-flags'
 import { isCredentialGroupsAvailable } from '@/lib/credential-groups/availability'
 
@@ -13,6 +16,8 @@ import { isCredentialGroupsAvailable } from '@/lib/credential-groups/availabilit
 export interface KnowledgeMemberAccessContext {
   workspaceId: string
   userId?: string
+  /** The workspace owner's plan, when the caller already holds it. */
+  ownerBilling?: WorkspaceOwnerSubscriptionAccess
 }
 
 /**
@@ -30,6 +35,7 @@ export async function isKnowledgeMemberAccessAvailable(
   context: KnowledgeMemberAccessContext
 ): Promise<boolean> {
   if (!(await isFeatureEnabled('knowledge-member-access', context))) return false
-  const ownerBilling = await getWorkspaceOwnerSubscriptionAccess(context.workspaceId)
+  const ownerBilling =
+    context.ownerBilling ?? (await getWorkspaceOwnerSubscriptionAccess(context.workspaceId))
   return isCredentialGroupsAvailable({ workspaceId: context.workspaceId, ownerBilling })
 }
diff --git a/apps/sim/lib/knowledge/access/index.ts b/apps/sim/lib/knowledge/access/index.ts
deleted file mode 100644
index df2d0aec960..00000000000
--- a/apps/sim/lib/knowledge/access/index.ts
+++ /dev/null
@@ -1,30 +0,0 @@
-export { knowledgeAccessCondition } from '@/lib/knowledge/access/predicate'
-export {
-  createKnowledgeAccessProvider,
-  type KnowledgeAccessScopeContext,
-  resolveKnowledgeAccessScope,
-  resolveUserKnowledgeAccessScope,
-  WORKSPACE_ACCESS_SCOPE,
-} from '@/lib/knowledge/access/scope'
-export { SYSTEM_ACCESS_SCOPE, type SystemAccessScope } from '@/lib/knowledge/access/system'
-export {
-  ACCESS_TOKEN_PATTERN,
-  buildAclFromObservers,
-  EMPTY_ACL,
-  isAccessToken,
-  isWorkspaceOnlyTokenSet,
-  NO_TENANT_SEGMENT,
-  type SubjectCredential,
-  sortAccessTokens,
-  subjectToken,
-  WORKSPACE_ACL,
-} from '@/lib/knowledge/access/tokens'
-export {
-  type KnowledgeAccessProvider,
-  type KnowledgeAccessScope,
-  PUBLIC_ACCESS_TOKEN,
-  type UserAccessScope,
-  WORKSPACE_ACCESS_TOKEN,
-  WORKSPACE_ACCESS_TOKENS,
-  type WorkspaceAccessScope,
-} from '@/lib/knowledge/access/types'
diff --git a/apps/sim/lib/knowledge/access/predicate.test.ts b/apps/sim/lib/knowledge/access/predicate.test.ts
index 8dd48a9bf0d..59f4bc7e8b8 100644
--- a/apps/sim/lib/knowledge/access/predicate.test.ts
+++ b/apps/sim/lib/knowledge/access/predicate.test.ts
@@ -16,7 +16,7 @@ process.env.DATABASE_URL ??= 'postgresql://user:pass@localhost:5432/test'
 
 const { PgDialect } = await import('drizzle-orm/pg-core')
 const { knowledgeAccessCondition } = await import('@/lib/knowledge/access/predicate')
-const { SYSTEM_ACCESS_SCOPE } = await import('@/lib/knowledge/access/system')
+const { SYSTEM_ACCESS_SCOPE } = await import('@/lib/knowledge/access/types')
 
 function render(condition: ReturnType<typeof knowledgeAccessCondition>) {
   return new PgDialect().sqlToQuery(condition)
diff --git a/apps/sim/lib/knowledge/access/predicate.ts b/apps/sim/lib/knowledge/access/predicate.ts
index 9524a6ac7c4..eb9326f5bea 100644
--- a/apps/sim/lib/knowledge/access/predicate.ts
+++ b/apps/sim/lib/knowledge/access/predicate.ts
@@ -1,7 +1,6 @@
 import { document } from '@sim/db/schema'
 import { type SQL, sql } from 'drizzle-orm'
-import type { SystemAccessScope } from '@/lib/knowledge/access/system'
-import type { KnowledgeAccessScope } from '@/lib/knowledge/access/types'
+import type { KnowledgeAccessScope, SystemAccessScope } from '@/lib/knowledge/access/types'
 
 /**
  * The single read-side access predicate: the document's ACL overlaps the
diff --git a/apps/sim/lib/knowledge/access/system.ts b/apps/sim/lib/knowledge/access/system.ts
deleted file mode 100644
index 566162ca591..00000000000
--- a/apps/sim/lib/knowledge/access/system.ts
+++ /dev/null
@@ -1,16 +0,0 @@
-declare const systemAccessScopeBrand: unique symbol
-
-/**
- * The one exemption from access filtering: a background job acting on rows it
- * owns (document processing, connector sync). It is a branded type so it cannot
- * be assembled from a literal, and this module is its only source, so every
- * caller is one grep away. Never construct it on a request path.
- */
-export interface SystemAccessScope {
-  readonly kind: 'system'
-  readonly [systemAccessScopeBrand]: true
-}
-
-export const SYSTEM_ACCESS_SCOPE: SystemAccessScope = Object.freeze({
-  kind: 'system',
-}) as SystemAccessScope
diff --git a/apps/sim/lib/knowledge/access/tokens.test.ts b/apps/sim/lib/knowledge/access/tokens.test.ts
index 282710b1a69..de56395ad7d 100644
--- a/apps/sim/lib/knowledge/access/tokens.test.ts
+++ b/apps/sim/lib/knowledge/access/tokens.test.ts
@@ -4,9 +4,7 @@
 import { describe, expect, it } from 'vitest'
 import {
   ACCESS_TOKEN_PATTERN,
-  buildAclFromObservers,
   isAccessToken,
-  isWorkspaceOnlyTokenSet,
   sortAccessTokens,
   subjectToken,
 } from '@/lib/knowledge/access/tokens'
@@ -81,7 +79,7 @@ describe('subjectToken', () => {
   })
 })
 
-describe('sortAccessTokens / buildAclFromObservers', () => {
+describe('sortAccessTokens', () => {
   it('sorts by code unit and dedupes', () => {
     expect(sortAccessTokens(['ws', 'pub', 's:b:-:1', 'pub', 's:B:-:1'])).toEqual([
       'pub',
@@ -94,20 +92,4 @@ describe('sortAccessTokens / buildAclFromObservers', () => {
   it('never uses locale ordering', () => {
     expect(sortAccessTokens(['s:x:-:b', 's:x:-:B'])).toEqual(['s:x:-:B', 's:x:-:b'])
   })
-
-  it('builds an empty ACL from no observers and rejects malformed tokens', () => {
-    expect(buildAclFromObservers([])).toEqual([])
-    expect(buildAclFromObservers(['s:confluence:-:2', 's:confluence:-:1'])).toEqual([
-      's:confluence:-:1',
-      's:confluence:-:2',
-    ])
-    expect(() => buildAclFromObservers(['s:confluence:-:1', 'bogus'])).toThrow('malformed')
-  })
-})
-
-describe('isWorkspaceOnlyTokenSet', () => {
-  it('distinguishes the workspace pair from a personal set', () => {
-    expect(isWorkspaceOnlyTokenSet(['pub', 'ws'])).toBe(true)
-    expect(isWorkspaceOnlyTokenSet(['pub', 's:confluence:-:1', 'ws'])).toBe(false)
-  })
 })
diff --git a/apps/sim/lib/knowledge/access/tokens.ts b/apps/sim/lib/knowledge/access/tokens.ts
index bb6b5d0c9ab..dc2841edc58 100644
--- a/apps/sim/lib/knowledge/access/tokens.ts
+++ b/apps/sim/lib/knowledge/access/tokens.ts
@@ -66,15 +66,3 @@ export function sortAccessTokens(tokens: Iterable<string>): string[] {
  * observers. Rejects anything that is not a well-formed token so a malformed
  * value fails here rather than denying access silently.
  */
-export function buildAclFromObservers(tokens: Iterable<string>): string[] {
-  const sorted = sortAccessTokens(tokens)
-  for (const token of sorted) {
-    if (!isAccessToken(token)) throw new Error(`Access token is malformed: ${token}`)
-  }
-  return sorted
-}
-
-/** Whether a scope's token set grants nothing beyond what every workspace member holds. */
-export function isWorkspaceOnlyTokenSet(tokens: readonly string[]): boolean {
-  return tokens.every((token) => token === WORKSPACE_ACCESS_TOKEN || token === PUBLIC_ACCESS_TOKEN)
-}
diff --git a/apps/sim/lib/knowledge/access/types.ts b/apps/sim/lib/knowledge/access/types.ts
index e44b8bfdcbb..2d3346d6b91 100644
--- a/apps/sim/lib/knowledge/access/types.ts
+++ b/apps/sim/lib/knowledge/access/types.ts
@@ -38,3 +38,20 @@ export type KnowledgeAccessScope = WorkspaceAccessScope | UserAccessScope
 export interface KnowledgeAccessProvider {
   get(): Promise<KnowledgeAccessScope>
 }
+
+declare const systemAccessScopeBrand: unique symbol
+
+/**
+ * The one exemption from access filtering: a background job acting on rows it
+ * owns (document processing, connector sync). It is a branded type so it cannot
+ * be assembled from a literal, and this module is its only source, so every
+ * caller is one grep away. Never construct it on a request path.
+ */
+export interface SystemAccessScope {
+  readonly kind: 'system'
+  readonly [systemAccessScopeBrand]: true
+}
+
+export const SYSTEM_ACCESS_SCOPE: SystemAccessScope = Object.freeze({
+  kind: 'system',
+}) as SystemAccessScope
diff --git a/apps/sim/lib/knowledge/application/connector-access.ts b/apps/sim/lib/knowledge/application/connector-access.ts
index 10ee7defc95..5106eb13f14 100644
--- a/apps/sim/lib/knowledge/application/connector-access.ts
+++ b/apps/sim/lib/knowledge/application/connector-access.ts
@@ -16,6 +16,7 @@ import {
 } from '@/lib/knowledge/application/connectors'
 import { resolveActiveKnowledgeConnectorContext } from '@/lib/knowledge/application/contexts'
 import { knowledgeOperations } from '@/lib/knowledge/application/operations'
+import { createViewerConnectorEnrollmentLink } from '@/lib/knowledge/connectors/member-provisioning'
 import {
   performUpdateKnowledgeConnectorAccess,
   resolveKnowledgeConnectorMembersBinding,
@@ -24,11 +25,6 @@ import { getKnowledgeConnector } from '@/lib/knowledge/orchestration/connectors'
 import type { KnowledgeOperationSource } from '@/lib/knowledge/orchestration/shared'
 import { getConnectorMeta } from '@/connectors/registry'
 
-/** The enrollment link needs the credential-group services; loaded only when a member connects. */
-async function loadMemberProvisioning() {
-  return import('@/lib/knowledge/connectors/member-provisioning')
-}
-
 export interface StartKnowledgeConnectorMemberEnrollmentInput {
   knowledgeBaseId: string
   connectorId: string
@@ -64,7 +60,7 @@ export const startKnowledgeConnectorMemberEnrollment = defineAuthorizedKnowledge
         'Per-member access is not available for this workspace'
       )
     }
-    const url = await (await loadMemberProvisioning()).createViewerConnectorEnrollmentLink({
+    const url = await createViewerConnectorEnrollmentLink({
       userId,
       workspaceId,
       credentialGroupId: connector.credentialGroupId,
@@ -183,8 +179,8 @@ export const updateKnowledgeConnectorAccess = defineAuthorizedKnowledgeUseCase({
 
 /**
  * Workspace mode needs a credential the caller may use, and one that yields a
- * token, since the connector syncs as it from then on. An API-key connector
- * has no credential to name and keeps its stored key.
+ * token, since the connector syncs as it from then on. Only an OAuth connector
+ * can change modes: an API-key connector has no account to sync per member.
  */
 async function requireUsableCredential(input: {
   credentialId: string | undefined
diff --git a/apps/sim/lib/knowledge/application/connectors.ts b/apps/sim/lib/knowledge/application/connectors.ts
index 6cda94ad6a5..f6c5a4287ca 100644
--- a/apps/sim/lib/knowledge/application/connectors.ts
+++ b/apps/sim/lib/knowledge/application/connectors.ts
@@ -34,13 +34,17 @@ import {
   resolveKnowledgeWorkspaceContext,
 } from '@/lib/knowledge/application/contexts'
 import { knowledgeOperations } from '@/lib/knowledge/application/operations'
+import { resolveViewerConnectorMemberships } from '@/lib/knowledge/connectors/member-provisioning'
 import { MEMBER_OBSERVATION_STALE_AFTER_HOURS } from '@/lib/knowledge/connectors/sync-limits'
 import {
   DEFAULT_KNOWLEDGE_CONNECTOR_DOCUMENT_PAGE_SIZE,
   MAX_KNOWLEDGE_CONNECTOR_DOCUMENT_MUTATION_ITEMS,
   MAX_KNOWLEDGE_CONNECTOR_DOCUMENT_PAGE_SIZE,
 } from '@/lib/knowledge/constants'
-import { resolveKnowledgeConnectorMembersBinding } from '@/lib/knowledge/orchestration/connector-access'
+import {
+  type ResolvedMembersBinding,
+  resolveKnowledgeConnectorMembersBinding,
+} from '@/lib/knowledge/orchestration/connector-access'
 import {
   getKnowledgeConnector,
   type KnowledgeConnectorRow,
@@ -65,11 +69,6 @@ interface KnowledgeConnectorApplicationInput {
   source?: KnowledgeOperationSource
 }
 
-/** The viewer's standing with per-member connectors; loaded only when the list holds one. */
-async function loadMemberProvisioning() {
-  return import('@/lib/knowledge/connectors/member-provisioning')
-}
-
 export interface ListKnowledgeConnectorsInput extends KnowledgeConnectorApplicationInput {
   knowledgeBaseId: string
   sortBy?: 'connectorType' | 'createdAt' | 'updatedAt'
@@ -330,7 +329,7 @@ export const listKnowledgeConnectors = defineAuthorizedKnowledgeUseCase({
     const viewerUserId = resolvePrincipalSubjectUserId(principal)
     const memberships =
       viewerUserId && context.workspaceId
-        ? await (await loadMemberProvisioning()).resolveViewerConnectorMemberships({
+        ? await resolveViewerConnectorMemberships({
             userId: viewerUserId,
             workspaceId: context.workspaceId,
             connectors: page,
@@ -388,7 +387,7 @@ export const listWorkspaceMemberConnectors = defineAuthorizedKnowledgeUseCase({
         )
       )
       .orderBy(asc(knowledgeBase.name), asc(knowledgeConnector.createdAt))
-    const memberships = await (await loadMemberProvisioning()).resolveViewerConnectorMemberships({
+    const memberships = await resolveViewerConnectorMemberships({
       userId: viewerUserId,
       workspaceId: context.workspaceId,
       connectors: rows,
@@ -447,7 +446,7 @@ export const readKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
     const viewerUserId = resolvePrincipalSubjectUserId(principal)
     const memberships =
       viewerUserId && context.workspaceId
-        ? await (await loadMemberProvisioning()).resolveViewerConnectorMemberships({
+        ? await resolveViewerConnectorMemberships({
             userId: viewerUserId,
             workspaceId: context.workspaceId,
             connectors: [connector],
@@ -512,7 +511,7 @@ export const createKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
       workspaceId,
       input.connectorType
     )
-    let membersBinding: { credentialGroupId: string; credentialGroupOptionId: string } | undefined
+    let membersBinding: ResolvedMembersBinding | undefined
     if (input.accessMode === 'members') {
       /**
        * Members mode grants the connector every enrolled member's credential,
@@ -555,7 +554,8 @@ export const createKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
       connectorType: input.connectorType,
       credentialId: input.credentialId,
       apiKey: input.apiKey,
-      sourceConfig: input.sourceConfig,
+      /** Members mode stores the config with its listing caps cleared. */
+      sourceConfig: membersBinding?.sourceConfig ?? input.sourceConfig,
       syncIntervalMinutes: input.syncIntervalMinutes,
       membersBinding,
       resolveBillingAttribution: () =>
diff --git a/apps/sim/lib/knowledge/application/operations.ts b/apps/sim/lib/knowledge/application/operations.ts
index 88bdb8a0e33..eccb44423e4 100644
--- a/apps/sim/lib/knowledge/application/operations.ts
+++ b/apps/sim/lib/knowledge/application/operations.ts
@@ -398,10 +398,6 @@ export const knowledgeOperations = {
     capability: 'knowledge.use',
     principalKinds: ['session'],
   }),
-  /**
-   * A workspace member joining a per-member connector: any reader may connect
-   * their own account, which only ever widens what they themselves see.
-   */
   /** Every per-member connector in the workspace, with where the viewer stands on each. */
   listWorkspaceMemberConnectors: defineWorkspaceOperation({
     id: 'knowledge.connectors.members.list',
@@ -410,6 +406,10 @@ export const knowledgeOperations = {
     capability: 'knowledge.use',
     principalKinds: ['session'],
   }),
+  /**
+   * A workspace member joining a per-member connector: any reader may connect
+   * their own account, which only ever widens what they themselves see.
+   */
   enrollConnectorMember: defineWorkspaceOperation({
     id: 'knowledge.connectors.members.enroll',
     minimumRole: 'read',
diff --git a/apps/sim/lib/knowledge/application/search.ts b/apps/sim/lib/knowledge/application/search.ts
index cc953e3d9f1..2b39c26da7f 100644
--- a/apps/sim/lib/knowledge/application/search.ts
+++ b/apps/sim/lib/knowledge/application/search.ts
@@ -35,13 +35,13 @@ import {
 import { knowledgeOperations } from '@/lib/knowledge/application/operations'
 import { ALL_TAG_SLOTS } from '@/lib/knowledge/constants'
 import { getEmbeddingModelInfo } from '@/lib/knowledge/embedding-models'
+import { generateSearchEmbedding } from '@/lib/knowledge/embeddings'
 import { runWithKnowledgeModelInputProvenance } from '@/lib/knowledge/model-input-provenance'
 import { rerank } from '@/lib/knowledge/reranker'
 import type { RerankerStatus } from '@/lib/knowledge/reranker-models'
 import { resolveKnowledgeSearchDefaults } from '@/lib/knowledge/search/defaults'
 import {
   executeKnowledgeSearch,
-  generateSearchEmbedding,
   getDocumentMetadataByIds,
   type SearchResult,
 } from '@/lib/knowledge/search/queries'
diff --git a/apps/sim/lib/knowledge/chunks/keyset-sql.test.ts b/apps/sim/lib/knowledge/chunks/keyset-sql.test.ts
index 36975a6b6c9..2dfacc51ff2 100644
--- a/apps/sim/lib/knowledge/chunks/keyset-sql.test.ts
+++ b/apps/sim/lib/knowledge/chunks/keyset-sql.test.ts
@@ -10,7 +10,7 @@ vi.unmock('@sim/db/schema')
 vi.unmock('drizzle-orm')
 
 import { WORKSPACE_ACCESS_SCOPE } from '@/lib/knowledge/access/scope'
-import { SYSTEM_ACCESS_SCOPE } from '@/lib/knowledge/access/system'
+import { SYSTEM_ACCESS_SCOPE } from '@/lib/knowledge/access/types'
 import { queryChunks } from '@/lib/knowledge/chunks/service'
 import type { ChunkSortBy } from '@/lib/knowledge/chunks/types'
 
diff --git a/apps/sim/lib/knowledge/connectors/member-observations.ts b/apps/sim/lib/knowledge/connectors/member-observations.ts
index d70b8a01dae..8684c847259 100644
--- a/apps/sim/lib/knowledge/connectors/member-observations.ts
+++ b/apps/sim/lib/knowledge/connectors/member-observations.ts
@@ -192,22 +192,6 @@ export async function materializeDocumentAcls(
   return updated
 }
 
-/** Rewrites every drifted document ACL of the connector; used when membership changes wholesale. */
-export async function materializeAllDocumentAcls(connectorId: string): Promise<number> {
-  const rows = await db
-    .update(document)
-    .set({ acl: observedAcl() })
-    .where(
-      and(
-        eq(document.connectorId, connectorId),
-        isNull(document.archivedAt),
-        sql`${document.acl} IS DISTINCT FROM ${observedAcl()}`
-      )
-    )
-    .returning({ id: document.id })
-  return rows.length
-}
-
 export interface MemberDocumentLifecycleResult {
   tombstoned: number
   resurrected: number
diff --git a/apps/sim/lib/knowledge/connectors/member-provisioning.test.ts b/apps/sim/lib/knowledge/connectors/member-provisioning.test.ts
index e013e87b6e4..a7aa1891de9 100644
--- a/apps/sim/lib/knowledge/connectors/member-provisioning.test.ts
+++ b/apps/sim/lib/knowledge/connectors/member-provisioning.test.ts
@@ -21,6 +21,7 @@ vi.mock('@/lib/credential-groups/service', () => ({
 vi.mock('@/lib/workspaces/permissions/utils', () => ({ getUsersWithPermissions: vi.fn() }))
 
 import {
+  chooseSharedMembersBinding,
   deriveViewerConnectorMembership,
   pickProvisionedGroupName,
 } from '@/lib/knowledge/connectors/member-provisioning'
@@ -46,6 +47,24 @@ describe('pickProvisionedGroupName', () => {
   })
 })
 
+describe('chooseSharedMembersBinding', () => {
+  const a = { credentialGroupId: 'g1', credentialGroupOptionId: 'o1' }
+  const b = { credentialGroupId: 'g2', credentialGroupOptionId: 'o2' }
+
+  it('reuses the option other members-mode connectors sync through', () => {
+    expect(chooseSharedMembersBinding([a, b], new Set(['o2']))).toBe(b)
+  })
+
+  it('creates a new group rather than repurpose one nobody syncs through', () => {
+    expect(chooseSharedMembersBinding([a, b], new Set())).toBeUndefined()
+    expect(chooseSharedMembersBinding([], new Set())).toBeUndefined()
+  })
+
+  it('leaves two shared options for the caller to choose between', () => {
+    expect(chooseSharedMembersBinding([a, b], new Set(['o1', 'o2']))).toBeNull()
+  })
+})
+
 describe('deriveViewerConnectorMembership', () => {
   it.each([
     [true, 'active', 'completed', 'connected'],
diff --git a/apps/sim/lib/knowledge/connectors/member-provisioning.ts b/apps/sim/lib/knowledge/connectors/member-provisioning.ts
index dfcdce546d5..2ce0d531d79 100644
--- a/apps/sim/lib/knowledge/connectors/member-provisioning.ts
+++ b/apps/sim/lib/knowledge/connectors/member-provisioning.ts
@@ -8,8 +8,8 @@ import {
 } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
+import { normalizeEmail } from '@sim/utils/string'
 import { and, eq, inArray, isNull } from 'drizzle-orm'
-import { resolveSystemBillingAttribution } from '@/lib/billing/core/billing-attribution'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import {
   createCredentialGroupInvitationLink,
@@ -22,7 +22,6 @@ import {
 } from '@/lib/credential-groups/providers'
 import { createCredentialGroup, listCredentialGroups } from '@/lib/credential-groups/service'
 import { isKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
-import { dispatchMemberSync } from '@/lib/knowledge/connectors/member-queue'
 import { getUsersWithPermissions } from '@/lib/workspaces/permissions/utils'
 import type { ConnectorMeta } from '@/connectors/types'
 
@@ -58,11 +57,50 @@ export function pickProvisionedGroupName(
   )
 }
 
+/**
+ * Among the workspace's active options collecting the connector's accounts,
+ * the one other members-mode connectors already sync through, so one
+ * connection serves every connector of a provider. A group nobody syncs
+ * through is never reused: it was curated for something else, and joining
+ * it would invite the whole workspace to it. Returns `undefined` when a new
+ * group is needed and `null` when two shared options make the choice
+ * ambiguous.
+ */
+export function chooseSharedMembersBinding(
+  candidates: readonly ProvisionedMembersBinding[],
+  optionIdsServingMemberConnectors: ReadonlySet<string>
+): ProvisionedMembersBinding | null | undefined {
+  const shared = candidates.filter((candidate) =>
+    optionIdsServingMemberConnectors.has(candidate.credentialGroupOptionId)
+  )
+  if (shared.length === 1) return shared[0]
+  return shared.length > 1 ? null : undefined
+}
+
+async function listOptionIdsServingMemberConnectors(
+  workspaceId: string,
+  optionIds: readonly string[]
+): Promise<ReadonlySet<string>> {
+  if (optionIds.length === 0) return new Set()
+  const rows = await db
+    .select({ optionId: knowledgeConnector.credentialGroupOptionId })
+    .from(knowledgeConnector)
+    .innerJoin(knowledgeBase, eq(knowledgeBase.id, knowledgeConnector.knowledgeBaseId))
+    .where(
+      and(
+        eq(knowledgeBase.workspaceId, workspaceId),
+        eq(knowledgeConnector.accessMode, 'members'),
+        inArray(knowledgeConnector.credentialGroupOptionId, [...optionIds]),
+        isNull(knowledgeConnector.deletedAt)
+      )
+    )
+  return new Set(rows.flatMap((row) => (row.optionId ? [row.optionId] : [])))
+}
+
 /**
  * The Credential Group option a members-mode connector crawls through when
- * the caller named none: the workspace's one active option collecting the
- * connector's accounts, or a group created for the purpose. Two or more
- * candidate options is an ambiguity the caller has to resolve by naming one.
+ * the caller named none: the option this provider's other members-mode
+ * connectors share, or a group created for the purpose.
  */
 export async function provisionKnowledgeConnectorMembersBinding(input: {
   workspaceId: string
@@ -95,11 +133,18 @@ export async function provisionKnowledgeConnectorMembersBinding(input: {
       candidates.push({ credentialGroupId: group.id, credentialGroupOptionId: option.id })
     }
   }
-  if (candidates.length === 1) return candidates[0]
-  if (candidates.length > 1) {
+  const shared = chooseSharedMembersBinding(
+    candidates,
+    await listOptionIdsServingMemberConnectors(
+      input.workspaceId,
+      candidates.map((candidate) => candidate.credentialGroupOptionId)
+    )
+  )
+  if (shared) return shared
+  if (shared === null) {
     throw new OrchestrationError(
       'validation',
-      `Several Credential Groups collect ${connectorMeta.name} accounts; choose which one this connector syncs through`
+      `Several Credential Groups collect ${connectorMeta.name} accounts for other connectors; choose which one this connector syncs through`
     )
   }
 
@@ -145,10 +190,10 @@ export async function inviteWorkspaceMembersToCredentialGroup(input: {
       .from(credentialGroupEnrollment)
       .where(eq(credentialGroupEnrollment.credentialGroupId, input.credentialGroupId)),
   ])
-  const enrolledEmails = new Set(enrolled.map((row) => row.email.trim().toLocaleLowerCase()))
-  const pending = [
-    ...new Set(members.map((member) => member.email.trim().toLocaleLowerCase())),
-  ].filter((email) => email && !enrolledEmails.has(email))
+  const enrolledEmails = new Set(enrolled.map((row) => normalizeEmail(row.email)))
+  const pending = [...new Set(members.map((member) => normalizeEmail(member.email)))].filter(
+    (email) => email && !enrolledEmails.has(email)
+  )
 
   const result: InviteWorkspaceMembersResult = { invited: 0, failed: 0 }
   for (let offset = 0; offset < pending.length; offset += INVITATION_BATCH_SIZE) {
@@ -232,7 +277,7 @@ export async function resolveViewerConnectorMemberships(input: {
     .where(eq(user.id, input.userId))
     .limit(1)
   if (!viewer) return result
-  const email = viewer.email.trim().toLocaleLowerCase()
+  const email = normalizeEmail(viewer.email)
   const groupIds = [...new Set(memberConnectors.map((connector) => connector.credentialGroupId!))]
   const rows = await db
     .select({
@@ -300,7 +345,7 @@ export async function createViewerConnectorEnrollmentLink(input: {
       'Verify your email address before connecting an account'
     )
   }
-  const email = viewer.email.trim().toLocaleLowerCase()
+  const email = normalizeEmail(viewer.email)
   const [enrollment] = await db
     .select({ status: credentialGroupEnrollment.status })
     .from(credentialGroupEnrollment)
@@ -325,45 +370,3 @@ export async function createViewerConnectorEnrollmentLink(input: {
   )
   return invitationLink
 }
-
-/**
- * Queues a member run for every connector that crawls through the option a
- * member just connected, so their documents arrive within minutes rather
- * than at the next scheduled run. Best effort: a refused dispatch is logged
- * and the schedule catches up.
- */
-export async function dispatchMemberSyncsForCredentialOption(input: {
-  workspaceId: string
-  credentialGroupOptionId: string
-  requestId?: string
-}): Promise<void> {
-  const connectors = await db
-    .select({ id: knowledgeConnector.id })
-    .from(knowledgeConnector)
-    .innerJoin(knowledgeBase, eq(knowledgeBase.id, knowledgeConnector.knowledgeBaseId))
-    .where(
-      and(
-        eq(knowledgeBase.workspaceId, input.workspaceId),
-        isNull(knowledgeBase.deletedAt),
-        eq(knowledgeConnector.accessMode, 'members'),
-        eq(knowledgeConnector.credentialGroupOptionId, input.credentialGroupOptionId),
-        eq(knowledgeConnector.status, 'active'),
-        isNull(knowledgeConnector.archivedAt),
-        isNull(knowledgeConnector.deletedAt)
-      )
-    )
-  if (connectors.length === 0) return
-  const billingAttribution = await resolveSystemBillingAttribution(input.workspaceId)
-  for (const connector of connectors) {
-    const dispatch = await dispatchMemberSync(connector.id, {
-      billingAttribution,
-      requestId: input.requestId,
-    })
-    if (!dispatch.queued) {
-      logger.info('Member sync after a member connected was not queued', {
-        connectorId: connector.id,
-        reason: dispatch.reason,
-      })
-    }
-  }
-}
diff --git a/apps/sim/lib/knowledge/connectors/member-queue.ts b/apps/sim/lib/knowledge/connectors/member-queue.ts
index 972ea2fa158..4159ad498b3 100644
--- a/apps/sim/lib/knowledge/connectors/member-queue.ts
+++ b/apps/sim/lib/knowledge/connectors/member-queue.ts
@@ -9,6 +9,7 @@ import { and, eq, inArray, isNull } from 'drizzle-orm'
 import {
   assertBillingAttributionSnapshot,
   type BillingAttributionSnapshot,
+  resolveSystemBillingAttribution,
 } from '@/lib/billing/core/billing-attribution'
 import { resolveTriggerRegion } from '@/lib/core/async-jobs/region'
 import { executeMemberSync } from '@/lib/knowledge/connectors/member-sync-engine'
@@ -318,3 +319,41 @@ export async function dispatchMemberSync(
   })
   return { queued: true }
 }
+
+/**
+ * Queues a member run for every connector that crawls through the option a
+ * member just connected, so their documents arrive within minutes rather
+ * than at the next scheduled run. Best effort: a refused dispatch is logged
+ * and the schedule catches up.
+ */
+export async function dispatchMemberSyncsForCredentialOption(input: {
+  workspaceId: string
+  credentialGroupOptionId: string
+}): Promise<void> {
+  const connectors = await db
+    .select({ id: knowledgeConnector.id })
+    .from(knowledgeConnector)
+    .innerJoin(knowledgeBase, eq(knowledgeBase.id, knowledgeConnector.knowledgeBaseId))
+    .where(
+      and(
+        eq(knowledgeBase.workspaceId, input.workspaceId),
+        isNull(knowledgeBase.deletedAt),
+        eq(knowledgeConnector.accessMode, 'members'),
+        eq(knowledgeConnector.credentialGroupOptionId, input.credentialGroupOptionId),
+        inArray(knowledgeConnector.status, ['active', 'error']),
+        isNull(knowledgeConnector.archivedAt),
+        isNull(knowledgeConnector.deletedAt)
+      )
+    )
+  if (connectors.length === 0) return
+  const billingAttribution = await resolveSystemBillingAttribution(input.workspaceId)
+  for (const connector of connectors) {
+    const dispatch = await dispatchMemberSync(connector.id, { billingAttribution })
+    if (!dispatch.queued) {
+      logger.info('Member sync after a member connected was not queued', {
+        connectorId: connector.id,
+        reason: dispatch.reason,
+      })
+    }
+  }
+}
diff --git a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
index 28281ed2c27..906ef87fc87 100644
--- a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
+++ b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
@@ -17,6 +17,7 @@ import {
 } from '@/lib/billing/core/billing-attribution'
 import {
   type CredentialGroupOptionCredentialReference,
+  isManagedCredentialGroupBindingLive,
   loadCredentialGroupCredentialListContext,
 } from '@/lib/credential-groups/credentials'
 import { isKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
@@ -204,12 +205,12 @@ export function deriveMemberActive(
   >,
   option: { groupActive: boolean; optionActive: boolean }
 ): boolean {
-  return (
-    option.groupActive &&
-    option.optionActive &&
-    credential.managedOauthStatus === 'active' &&
-    (credential.enrollmentStatus === 'in_progress' || credential.enrollmentStatus === 'completed')
-  )
+  return isManagedCredentialGroupBindingLive({
+    managedOauthStatus: credential.managedOauthStatus,
+    enrollmentStatus: credential.enrollmentStatus,
+    groupStatus: option.groupActive ? 'active' : 'disabled',
+    optionStatus: option.optionActive ? 'active' : 'disabled',
+  })
 }
 
 /**
@@ -909,12 +910,7 @@ async function applyMemberListing(
         ...(outcome.mode === 'changes' && outcome.complete
           ? { memberSyncedThrough: outcome.listingStartedAt }
           : {}),
-        ...(outcome.changeCursor !== undefined
-          ? {
-              changeCursor: outcome.changeCursor,
-              changeCursorAt: outcome.changeCursor === null ? null : now,
-            }
-          : {}),
+        ...(outcome.changeCursor !== undefined ? { changeCursor: outcome.changeCursor } : {}),
         updatedAt: now,
       })
       .where(eq(knowledgeConnectorMember.id, outcome.member.id))
@@ -1068,8 +1064,10 @@ async function failMemberSyncLog(runId: string, result: MemberSyncResult, errorM
 /**
  * Ends a run without doing anything because the feature is not available to
  * the workspace right now. The connector keeps its members and their
- * observations, records nothing as a failure, and is looked at again on its
- * next schedule; a manual-only connector waits for the next manual sync.
+ * observations, and its failure ladder does not advance; the reason is left
+ * on the connector and the run's log so an admin can see why nothing syncs.
+ * It is looked at again on its next schedule; a manual-only connector waits
+ * for the next manual sync.
  */
 async function deferMemberSync(run: MemberSyncRun, syncIntervalMinutes: number): Promise<void> {
   const now = new Date()
diff --git a/apps/sim/lib/knowledge/documents/processing-outbox-handler.test.ts b/apps/sim/lib/knowledge/documents/processing-outbox-handler.test.ts
index 1520b443b76..9df3472ac6d 100644
--- a/apps/sim/lib/knowledge/documents/processing-outbox-handler.test.ts
+++ b/apps/sim/lib/knowledge/documents/processing-outbox-handler.test.ts
@@ -21,7 +21,7 @@ vi.mock('@/lib/knowledge/documents/processing-claim', () => ({
 
 import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
 import type { OutboxEventContext } from '@/lib/core/outbox/service'
-import { SYSTEM_ACCESS_SCOPE } from '@/lib/knowledge/access/system'
+import { SYSTEM_ACCESS_SCOPE } from '@/lib/knowledge/access/types'
 import { KNOWLEDGE_DOCUMENT_PROCESSING_OUTBOX_EVENT } from '@/lib/knowledge/documents/processing-outbox-event'
 import { knowledgeDocumentProcessingOutboxHandlers } from '@/lib/knowledge/documents/processing-outbox-handler'
 
diff --git a/apps/sim/lib/knowledge/documents/processing-outbox-handler.ts b/apps/sim/lib/knowledge/documents/processing-outbox-handler.ts
index 5d58347fe7a..220f932f7db 100644
--- a/apps/sim/lib/knowledge/documents/processing-outbox-handler.ts
+++ b/apps/sim/lib/knowledge/documents/processing-outbox-handler.ts
@@ -1,6 +1,6 @@
 import { assertBillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
 import type { OutboxHandler, OutboxHandlerRegistry } from '@/lib/core/outbox/service'
-import { SYSTEM_ACCESS_SCOPE } from '@/lib/knowledge/access/system'
+import { SYSTEM_ACCESS_SCOPE } from '@/lib/knowledge/access/types'
 import { reclaimStaleDocumentProcessingClaim } from '@/lib/knowledge/documents/processing-claim'
 import {
   KNOWLEDGE_DOCUMENT_PROCESSING_OUTBOX_EVENT,
diff --git a/apps/sim/lib/knowledge/documents/service.ts b/apps/sim/lib/knowledge/documents/service.ts
index d6e9140c18b..4995f4bb382 100644
--- a/apps/sim/lib/knowledge/documents/service.ts
+++ b/apps/sim/lib/knowledge/documents/service.ts
@@ -77,8 +77,7 @@ import {
   mergeDurableSecretProvenance,
 } from '@/lib/execution/durable-secret-provenance'
 import { knowledgeAccessCondition } from '@/lib/knowledge/access/predicate'
-import type { SystemAccessScope } from '@/lib/knowledge/access/system'
-import type { KnowledgeAccessScope } from '@/lib/knowledge/access/types'
+import type { KnowledgeAccessScope, SystemAccessScope } from '@/lib/knowledge/access/types'
 import {
   assertDocumentChunkCountWithinLimit,
   isPermanentDocumentProcessingError,
diff --git a/apps/sim/lib/knowledge/orchestration/connector-access.test.ts b/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
index 4a4f7ba310b..1f0052fa6f5 100644
--- a/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
+++ b/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
@@ -148,7 +148,6 @@ describe('resolveKnowledgeConnectorMembersBinding', () => {
     ).resolves.toEqual({
       credentialGroupId: 'group-9',
       credentialGroupOptionId: 'option-9',
-      workspaceId: 'ws-1',
       sourceConfig: {},
     })
     expect(mocks.provision).toHaveBeenCalledWith({
diff --git a/apps/sim/lib/knowledge/orchestration/connector-access.ts b/apps/sim/lib/knowledge/orchestration/connector-access.ts
index 21e658698ce..2be3ade31fe 100644
--- a/apps/sim/lib/knowledge/orchestration/connector-access.ts
+++ b/apps/sim/lib/knowledge/orchestration/connector-access.ts
@@ -16,6 +16,7 @@ import {
   stripListingCapFields,
   validateKnowledgeConnectorMembersBinding,
 } from '@/lib/knowledge/connectors/member-access'
+import { provisionKnowledgeConnectorMembersBinding } from '@/lib/knowledge/connectors/member-provisioning'
 import {
   type ConnectorWithoutSecret,
   getKnowledgeConnector,
@@ -61,7 +62,6 @@ export interface KnowledgeConnectorMembersBinding {
 }
 
 export interface ResolvedMembersBinding extends KnowledgeConnectorMembersBinding {
-  workspaceId: string
   /** The connector's source config with the listing caps cleared, which members mode stores. */
   sourceConfig: Record<string, unknown>
 }
@@ -99,9 +99,7 @@ export async function resolveKnowledgeConnectorMembersBinding(input: {
   const sourceConfig = stripListingCapFields(input.connectorMeta, input.sourceConfig)
   const binding =
     input.binding ??
-    (await (
-      await import('@/lib/knowledge/connectors/member-provisioning')
-    ).provisionKnowledgeConnectorMembersBinding({
+    (await provisionKnowledgeConnectorMembersBinding({
       workspaceId: input.workspaceId,
       connectorMeta: input.connectorMeta,
       userId: input.actingUserId,
@@ -117,7 +115,7 @@ export async function resolveKnowledgeConnectorMembersBinding(input: {
     sourceConfig,
   })
   if (!validation.ok) throw new OrchestrationError('validation', validation.message)
-  return { ...binding, workspaceId: input.workspaceId, sourceConfig }
+  return { ...binding, sourceConfig }
 }
 
 /**
diff --git a/apps/sim/lib/knowledge/orchestration/connectors.ts b/apps/sim/lib/knowledge/orchestration/connectors.ts
index c5b4fb894de..e10fd8cd837 100644
--- a/apps/sim/lib/knowledge/orchestration/connectors.ts
+++ b/apps/sim/lib/knowledge/orchestration/connectors.ts
@@ -304,7 +304,12 @@ export async function performCreateKnowledgeConnector(
   if (membersBinding) {
     try {
       await grantKnowledgeConnectorCredentialAccess(
-        { workspaceId, ...membersBinding, connectorId },
+        {
+          workspaceId,
+          credentialGroupId: membersBinding.credentialGroupId,
+          credentialGroupOptionId: membersBinding.credentialGroupOptionId,
+          connectorId,
+        },
         params.userId
       )
     } catch (error) {
diff --git a/apps/sim/lib/knowledge/search/queries.ts b/apps/sim/lib/knowledge/search/queries.ts
index e473e4b6d84..60fbfd8700c 100644
--- a/apps/sim/lib/knowledge/search/queries.ts
+++ b/apps/sim/lib/knowledge/search/queries.ts
@@ -5,8 +5,7 @@ import { getErrorMessage } from '@sim/utils/errors'
 import { and, eq, inArray, isNull, type SQL, sql } from 'drizzle-orm'
 import { knowledgeAccessCondition } from '@/lib/knowledge/access/predicate'
 import type { KnowledgeAccessScope } from '@/lib/knowledge/access/types'
-import { RRF_K } from '@/lib/knowledge/search/rank'
-import { applyRecencyBoost } from '@/lib/knowledge/search/recency'
+import { applyRecencyBoost, RRF_K } from '@/lib/knowledge/search/recency'
 import {
   coerceTagFilterValue,
   escapeLikePattern,
@@ -145,8 +144,6 @@ export interface SearchParams {
   distanceThreshold?: number
 }
 
-export { generateSearchEmbedding } from '@/lib/knowledge/embeddings'
-
 /** All valid tag slot keys */
 const TAG_SLOT_KEYS = [
   // Text tags (7 slots)
diff --git a/apps/sim/lib/knowledge/search/rank.ts b/apps/sim/lib/knowledge/search/rank.ts
deleted file mode 100644
index 500316b6992..00000000000
--- a/apps/sim/lib/knowledge/search/rank.ts
+++ /dev/null
@@ -1,7 +0,0 @@
-/**
- * Reciprocal-rank-fusion damping constant, shared by fusion and the recency
- * boost so a rank means the same to both: `score = 1 / (RRF_K + rank)`. 60 is
- * the value from the original RRF paper and matches the docs search retriever
- * (`apps/docs/app/api/search/route.ts`).
- */
-export const RRF_K = 60
diff --git a/apps/sim/lib/knowledge/search/recency.ts b/apps/sim/lib/knowledge/search/recency.ts
index f3d53c13dab..0fa7d515cc1 100644
--- a/apps/sim/lib/knowledge/search/recency.ts
+++ b/apps/sim/lib/knowledge/search/recency.ts
@@ -1,4 +1,10 @@
-import { RRF_K } from '@/lib/knowledge/search/rank'
+/**
+ * Reciprocal-rank-fusion damping constant, shared by fusion and the recency
+ * boost so a rank means the same to both: `score = 1 / (RRF_K + rank)`. 60 is
+ * the value from the original RRF paper and matches the docs search retriever
+ * (`apps/docs/app/api/search/route.ts`).
+ */
+export const RRF_K = 60
 
 /** Age at which a document's recency boost has decayed to half. */
 export const RECENCY_HALF_LIFE_DAYS = 90
diff --git a/apps/sim/lib/workspaces/host-context.ts b/apps/sim/lib/workspaces/host-context.ts
index 5798ef79432..78cd140507f 100644
--- a/apps/sim/lib/workspaces/host-context.ts
+++ b/apps/sim/lib/workspaces/host-context.ts
@@ -31,7 +31,7 @@ async function resolveWorkspaceHostContextForViewer(
   ])
   const [credentialGroupsAvailable, knowledgeMemberAccessAvailable] = await Promise.all([
     isCredentialGroupsAvailable({ workspaceId, ownerBilling }),
-    isKnowledgeMemberAccessAvailable({ workspaceId }),
+    isKnowledgeMemberAccessAvailable({ workspaceId, ownerBilling }),
   ])
 
   return {
diff --git a/packages/db/credential-group-resource-policies.ts b/packages/db/credential-group-resource-policies.ts
index a3c9a67d0b7..4b814b62929 100644
--- a/packages/db/credential-group-resource-policies.ts
+++ b/packages/db/credential-group-resource-policies.ts
@@ -6,6 +6,8 @@ export const CREDENTIAL_GROUP_POLICY_DOCUMENT_MAX_BYTES = 32 * 1024
 
 const ACTOR_ACCESS_SID = 'CredentialGroupActorCredentialAccess'
 const WORKFLOW_ACCESS_SID = 'WorkflowCredentialAccess'
+/** Statements the knowledge module writes for connectors crawling through an option. */
+const KNOWLEDGE_CONNECTOR_ACCESS_SID_PREFIX = 'KnowledgeConnectorCredentialAccess:'
 const CREDENTIAL_USE_ACTION = 'credential_groups.credentials.use'
 const ACTOR_OWNS_CREDENTIAL_CONDITION_KEY = 'credential_group:ActorOwnsCredential'
 const DEPLOYMENT_MODE_CONDITION_KEY = 'execution:WorkflowMode'
@@ -34,6 +36,16 @@ interface CredentialGroupWorkflowAccessStatement {
   }
 }
 
+/**
+ * A statement the knowledge module writes so one of its connectors can crawl
+ * through a group option. The knowledge module owns and validates its shape;
+ * this package only carries it through unchanged.
+ */
+interface CredentialGroupKnowledgeConnectorAccessStatement {
+  sid: `${typeof KNOWLEDGE_CONNECTOR_ACCESS_SID_PREFIX}${string}`
+  [key: string]: unknown
+}
+
 export interface CredentialGroupWorkflowAccessPolicyDocument {
   version: 1
   resource: {
@@ -41,8 +53,12 @@ export interface CredentialGroupWorkflowAccessPolicyDocument {
     id: string
   }
   statements:
-    | [CredentialGroupActorAccessStatement]
-    | [CredentialGroupActorAccessStatement, CredentialGroupWorkflowAccessStatement]
+    | [CredentialGroupActorAccessStatement, ...CredentialGroupKnowledgeConnectorAccessStatement[]]
+    | [
+        CredentialGroupActorAccessStatement,
+        CredentialGroupWorkflowAccessStatement,
+        ...CredentialGroupKnowledgeConnectorAccessStatement[],
+      ]
 }
 
 export interface MissingCredentialGroupPolicyRow {
@@ -144,6 +160,15 @@ export function createDefaultCredentialGroupPolicyDocument(
   }
 }
 
+function isKnowledgeConnectorAccessStatement(
+  statement: Record<string, unknown>
+): statement is CredentialGroupKnowledgeConnectorAccessStatement {
+  return (
+    typeof statement.sid === 'string' &&
+    statement.sid.startsWith(KNOWLEDGE_CONNECTOR_ACCESS_SID_PREFIX)
+  )
+}
+
 export function parseCredentialGroupPolicyDocument(
   value: unknown,
   expectedResourceId: string
@@ -166,17 +191,29 @@ export function parseCredentialGroupPolicyDocument(
     throw new Error('Credential Group policy resource does not match its canonical resource')
   }
 
-  if (
-    !Array.isArray(document.statements) ||
-    document.statements.length < 1 ||
-    document.statements.length > 2
-  ) {
+  if (!Array.isArray(document.statements) || document.statements.length < 1) {
+    throw new Error('Credential Group policy must contain its actor statement')
+  }
+  /**
+   * Knowledge connectors that crawl through this group's options carry their
+   * own statements after the actor and workflow ones. They are owned by the
+   * knowledge module, so this canonicaliser passes them through untouched
+   * rather than rewriting or dropping them.
+   */
+  const knowledgeStatements: CredentialGroupKnowledgeConnectorAccessStatement[] = []
+  const ownStatements: unknown[] = []
+  for (const statement of document.statements) {
+    const record = requireRecord(statement, 'Credential Group statement')
+    if (isKnowledgeConnectorAccessStatement(record)) knowledgeStatements.push(record)
+    else ownStatements.push(statement)
+  }
+  if (ownStatements.length > 2) {
     throw new Error(
       'Credential Group policy must contain its actor statement and optional workflow statement'
     )
   }
 
-  const actorStatement = requireRecord(document.statements[0], 'Credential Group actor statement')
+  const actorStatement = requireRecord(ownStatements[0], 'Credential Group actor statement')
   requireExactKeys(
     actorStatement,
     ['sid', 'effect', 'actions', 'principals', 'condition'],
@@ -219,15 +256,15 @@ export function parseCredentialGroupPolicyDocument(
   }
 
   const canonicalActorStatement = createCredentialGroupActorAccessStatement()
-  if (document.statements.length === 1) {
+  if (ownStatements.length === 1) {
     return {
       version: 1,
       resource: { type: 'credential_group', id: canonicalResourceId },
-      statements: [canonicalActorStatement],
+      statements: [canonicalActorStatement, ...knowledgeStatements],
     }
   }
 
-  const statement = requireRecord(document.statements[1], 'Credential Group workflow statement')
+  const statement = requireRecord(ownStatements[1], 'Credential Group workflow statement')
   requireExactKeys(
     statement,
     ['sid', 'effect', 'actions', 'principals', 'condition'],
@@ -311,6 +348,7 @@ export function parseCredentialGroupPolicyDocument(
           },
         },
       },
+      ...knowledgeStatements,
     ],
   }
 }
diff --git a/packages/db/migrations/0318_permission_aware_knowledge.sql b/packages/db/migrations/0318_permission_aware_knowledge.sql
index 3fafe80e158..64c258333fc 100644
--- a/packages/db/migrations/0318_permission_aware_knowledge.sql
+++ b/packages/db/migrations/0318_permission_aware_knowledge.sql
@@ -42,7 +42,6 @@ CREATE TABLE IF NOT EXISTS "knowledge_connector_member" (
 	"last_error" text,
 	"member_synced_through" timestamp,
 	"change_cursor" text,
-	"change_cursor_at" timestamp,
 	"suspended_at" timestamp,
 	"created_at" timestamp DEFAULT now() NOT NULL,
 	"updated_at" timestamp DEFAULT now() NOT NULL,
diff --git a/packages/db/migrations/meta/0318_snapshot.json b/packages/db/migrations/meta/0318_snapshot.json
index 65908787b04..e3ec6a6cd7b 100644
--- a/packages/db/migrations/meta/0318_snapshot.json
+++ b/packages/db/migrations/meta/0318_snapshot.json
@@ -8257,12 +8257,6 @@
           "primaryKey": false,
           "notNull": false
         },
-        "change_cursor_at": {
-          "name": "change_cursor_at",
-          "type": "timestamp",
-          "primaryKey": false,
-          "notNull": false
-        },
         "suspended_at": {
           "name": "suspended_at",
           "type": "timestamp",
diff --git a/packages/db/schema.ts b/packages/db/schema.ts
index 40876ca6ce4..4ab1f0d953d 100644
--- a/packages/db/schema.ts
+++ b/packages/db/schema.ts
@@ -4811,7 +4811,6 @@ export const knowledgeConnectorMember = pgTable(
      * has to be reopened.
      */
     changeCursor: text('change_cursor'),
-    changeCursorAt: timestamp('change_cursor_at'),
     suspendedAt: timestamp('suspended_at'),
     createdAt: timestamp('created_at').notNull().defaultNow(),
     updatedAt: timestamp('updated_at').notNull().defaultNow(),
diff --git a/packages/testing/src/mocks/schema.mock.ts b/packages/testing/src/mocks/schema.mock.ts
index 6f2557b5362..d757b43cb4a 100644
--- a/packages/testing/src/mocks/schema.mock.ts
+++ b/packages/testing/src/mocks/schema.mock.ts
@@ -1426,7 +1426,6 @@ export const schemaMock = {
     lastError: 'knowledgeConnectorMember.lastError',
     memberSyncedThrough: 'knowledgeConnectorMember.memberSyncedThrough',
     changeCursor: 'knowledgeConnectorMember.changeCursor',
-    changeCursorAt: 'knowledgeConnectorMember.changeCursorAt',
     suspendedAt: 'knowledgeConnectorMember.suspendedAt',
     createdAt: 'knowledgeConnectorMember.createdAt',
     updatedAt: 'knowledgeConnectorMember.updatedAt',

From 1610baf396bb93c767756c504662c9171ea96925 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 22:14:06 -0700
Subject: [PATCH 23/76] fix(knowledge): repair CI and apply cleanup passes

- Bump the chart version for the member-sync cron and secret
- Pass an access scope to getDocuments in the list-convention test and
  resolve a knowledge scope only for knowledge-base file reads
- Drop memoisation nothing observes, read the enrollment error from the
  mutation, hoist the empty connector list, use the default Cancel variant,
  let Badge own its gap, and keep the sidebar lit on the Search tab
---
 .../connectors-section/connectors-section.tsx |  2 +-
 .../edit-connector-modal.tsx                  | 17 ++---
 .../member-connectors-section.tsx             |  3 +-
 .../w/components/sidebar/sidebar.tsx          |  9 ++-
 apps/sim/hooks/use-member-enrollment.ts       | 63 ++++++++-----------
 apps/sim/lib/api/list-convention.test.ts      |  4 +-
 .../payloads/materialization.server.ts        |  7 ++-
 helm/sim/Chart.yaml                           |  2 +-
 8 files changed, 50 insertions(+), 57 deletions(-)

diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx
index 5bb7b73f09b..8e1627c0fe2 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx
@@ -444,7 +444,7 @@ function ConnectorCard({
               {syncsPerMember && (
                 <Tooltip.Root>
                   <Tooltip.Trigger asChild>
-                    <Badge variant='gray' size='sm' className='flex-shrink-0 gap-1'>
+                    <Badge variant='gray' size='sm' className='flex-shrink-0'>
                       <Users className='size-3' />
                       Per member
                     </Badge>
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
index 2a8355abed0..57d5d02db74 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
@@ -242,8 +242,7 @@ export function EditConnectorModal({
 
   const hasMaxAccess = hasWorkspaceMaxConnectorAccess(ownerBilling)
 
-  const persistedAccess = useMemo(() => currentAccess(connector), [connector])
-  const accessDirty = accessChanged(persistedAccess, access)
+  const accessDirty = accessChanged(currentAccess(connector), access)
   const groupOptions = useConnectorMemberGroupOptions({
     workspaceId,
     connectorConfig,
@@ -260,14 +259,10 @@ export function EditConnectorModal({
   /** A disabled member sync is re-enabled by applying the current binding again. */
   const canReenableMemberSync =
     !accessDirty && connector.accessMode === 'members' && connector.memberSyncStatus === 'disabled'
-  const memberCapFieldIds = useMemo(
-    () =>
-      new Set(
-        access.accessMode === 'members'
-          ? (connectorConfig?.permissionScopedListing?.capFieldIds ?? [])
-          : []
-      ),
-    [access.accessMode, connectorConfig]
+  const memberCapFieldIds = new Set(
+    access.accessMode === 'members'
+      ? (connectorConfig?.permissionScopedListing?.capFieldIds ?? [])
+      : []
   )
 
   const persistedCanonicalModes = useMemo(
@@ -590,7 +585,7 @@ function SettingsTab({
                         ? 'Switch to per-member access'
                         : 'Switch to workspace access'}
                   </Button>
-                  <Button variant='ghost' size='sm' onClick={onResetAccess} disabled={isSaving}>
+                  <Button variant='default' size='sm' onClick={onResetAccess} disabled={isSaving}>
                     Cancel
                   </Button>
                 </div>
diff --git a/apps/sim/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section.tsx b/apps/sim/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section.tsx
index 3e405779ecb..7dcdca4a9be 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section.tsx
@@ -15,6 +15,7 @@ import {
 import { useMemberEnrollment } from '@/hooks/use-member-enrollment'
 
 const SHARED_WITH_YOU_LABEL = 'Shared with you'
+const EMPTY_CONNECTORS: WorkspaceMemberConnector[] = []
 
 /** Memberships the viewer can act on themselves. */
 const CONNECTABLE: ReadonlySet<ViewerConnectorMembership> = new Set([
@@ -54,7 +55,7 @@ interface MemberConnectorsSectionProps {
  * page offers, so a person can do it from whichever surface they are on.
  */
 export function MemberConnectorsSection({ workspaceId, search }: MemberConnectorsSectionProps) {
-  const { data: connectors = [] } = useWorkspaceMemberConnectors(workspaceId)
+  const { data: connectors = EMPTY_CONNECTORS } = useWorkspaceMemberConnectors(workspaceId)
   const connectedConnectorIds = useMemo(
     () =>
       new Set(
diff --git a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/sidebar.tsx b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/sidebar.tsx
index da5bdaeed8e..da022ddb001 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/sidebar.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/sidebar.tsx
@@ -793,9 +793,12 @@ export const Sidebar = memo(function Sidebar({
           label: 'Integrations',
           icon: Integration,
           href: `/workspace/${workspaceId}/integrations`,
-          /* Skills is a tab of this surface, not its own nav item — keep the entry
-             lit while the user is on it. */
-          additionalActivePaths: [`/workspace/${workspaceId}/skills`],
+          /* Skills and Search are tabs of this surface, not their own nav items —
+             keep the entry lit while the user is on either. */
+          additionalActivePaths: [
+            `/workspace/${workspaceId}/skills`,
+            `/workspace/${workspaceId}/search`,
+          ],
           hidden: permissionConfig.hideIntegrationsTab,
         },
       ].filter((item) => !item.hidden),
diff --git a/apps/sim/hooks/use-member-enrollment.ts b/apps/sim/hooks/use-member-enrollment.ts
index b9a0179a9d2..fe879a6cd59 100644
--- a/apps/sim/hooks/use-member-enrollment.ts
+++ b/apps/sim/hooks/use-member-enrollment.ts
@@ -1,6 +1,6 @@
 'use client'
 
-import { useCallback, useEffect, useState } from 'react'
+import { useEffect, useState } from 'react'
 import { createLogger } from '@sim/logger'
 import { type QueryKey, useQueryClient } from '@tanstack/react-query'
 import { useStartConnectorMemberEnrollment } from '@/hooks/queries/kb/connectors'
@@ -34,9 +34,8 @@ export function useMemberEnrollment({
   connectedConnectorIds,
 }: UseMemberEnrollmentProps) {
   const queryClient = useQueryClient()
-  const { mutate: startEnrollment, isPending } = useStartConnectorMemberEnrollment()
+  const { mutate: startEnrollment, isPending, error } = useStartConnectorMemberEnrollment()
   const [awaitingSince, setAwaitingSince] = useState<ReadonlyMap<string, number>>(() => new Map())
-  const [error, setError] = useState<string | null>(null)
 
   const awaiting = [...awaitingSince.keys()].some((id) => !connectedConnectorIds.has(id))
   useEffect(() => {
@@ -59,39 +58,31 @@ export function useMemberEnrollment({
     return () => clearInterval(timer)
   }, [awaiting, connectedConnectorIds, membershipQueryKeys, queryClient])
 
-  const connect = useCallback(
-    (knowledgeBaseId: string, connectorId: string) => {
-      setError(null)
-      const tab = window.open('about:blank', '_blank')
-      if (tab) tab.opener = null
-      startEnrollment(
-        { knowledgeBaseId, connectorId },
-        {
-          onSuccess: ({ url }) => {
-            if (tab && !tab.closed) {
-              tab.location.href = url
-            } else {
-              window.location.assign(url)
-              return
-            }
-            setAwaitingSince((current) => new Map(current).set(connectorId, Date.now()))
-          },
-          onError: (err) => {
-            tab?.close()
-            logger.error('Failed to start member enrollment', { error: err.message })
-            setError(err.message)
-          },
-        }
-      )
-    },
-    [startEnrollment]
-  )
+  const connect = (knowledgeBaseId: string, connectorId: string) => {
+    const tab = window.open('about:blank', '_blank')
+    if (tab) tab.opener = null
+    startEnrollment(
+      { knowledgeBaseId, connectorId },
+      {
+        onSuccess: ({ url }) => {
+          if (tab && !tab.closed) {
+            tab.location.href = url
+          } else {
+            window.location.assign(url)
+            return
+          }
+          setAwaitingSince((current) => new Map(current).set(connectorId, Date.now()))
+        },
+        onError: (err) => {
+          tab?.close()
+          logger.error('Failed to start member enrollment', { error: err.message })
+        },
+      }
+    )
+  }
 
-  const isAwaiting = useCallback(
-    (connectorId: string) =>
-      awaitingSince.has(connectorId) && !connectedConnectorIds.has(connectorId),
-    [awaitingSince, connectedConnectorIds]
-  )
+  const isAwaiting = (connectorId: string) =>
+    awaitingSince.has(connectorId) && !connectedConnectorIds.has(connectorId)
 
-  return { connect, isAwaiting, isPending, error }
+  return { connect, isAwaiting, isPending, error: error?.message ?? null }
 }
diff --git a/apps/sim/lib/api/list-convention.test.ts b/apps/sim/lib/api/list-convention.test.ts
index 255f6edd28b..ac7fa19028d 100644
--- a/apps/sim/lib/api/list-convention.test.ts
+++ b/apps/sim/lib/api/list-convention.test.ts
@@ -56,6 +56,7 @@ vi.mock('@/lib/workflows/skills/builtin-skills', () => ({
 
 import { listVisibleWorkspaceCredentials } from '@/lib/credentials/queries'
 import { listFoldersForWorkspace } from '@/lib/folders/queries'
+import { WORKSPACE_ACCESS_SCOPE } from '@/lib/knowledge/access/scope'
 import { getDocuments } from '@/lib/knowledge/documents/service'
 import { getWorkspaceKnowledgeBases } from '@/lib/knowledge/service'
 import { listWorkspaceMcpServers } from '@/lib/mcp/queries'
@@ -182,7 +183,8 @@ const CASES: ListCase[] = [
       getDocuments(
         'knowledge-1',
         { search, sortBy: sortBy as never, sortOrder: sortOrder as never },
-        'request-1'
+        'request-1',
+        WORKSPACE_ACCESS_SCOPE
       ),
     sort: {
       sortBy: 'fileSize',
diff --git a/apps/sim/lib/execution/payloads/materialization.server.ts b/apps/sim/lib/execution/payloads/materialization.server.ts
index e05e5766938..64ade013d81 100644
--- a/apps/sim/lib/execution/payloads/materialization.server.ts
+++ b/apps/sim/lib/execution/payloads/materialization.server.ts
@@ -319,9 +319,10 @@ export async function assertUserFileContentAccess(
    * is one; `options.userId` alone may be the workflow owner standing in for an
    * actorless run and must not widen what the run can read.
    */
-  const knowledgeAccess = options.principal
-    ? await resolveKnowledgeAccessScope(options.principal, { workspaceId: options.workspaceId })
-    : undefined
+  const knowledgeAccess =
+    context === 'knowledge-base' && options.principal
+      ? await resolveKnowledgeAccessScope(options.principal, { workspaceId: options.workspaceId })
+      : undefined
   const hasAccess = await verifyFileAccess(file.key, options.userId, undefined, context, false, {
     knowledgeAccess,
   })
diff --git a/helm/sim/Chart.yaml b/helm/sim/Chart.yaml
index 9be1d25afa3..690a816b28b 100644
--- a/helm/sim/Chart.yaml
+++ b/helm/sim/Chart.yaml
@@ -2,7 +2,7 @@ apiVersion: v2
 name: sim
 description: A Helm chart for Sim - the open-source AI workspace where teams build, deploy, and manage AI agents
 type: application
-version: 1.7.0
+version: 1.8.0
 appVersion: "v0.8.18"
 kubeVersion: ">=1.25.0-0"
 home: https://sim.ai

From b930eaded4c71b37f87ce7f5f6b9e1b215b3510e Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 22:46:15 -0700
Subject: [PATCH 24/76] fix(knowledge): apply the audit swarm's findings

- Mutation responses failed contract validation because a viewer's
  membership was required; a mutation now answers with null
- Bulk enable/disable wrote to documents outside the caller's scope
- The staleness sweep tombstoned deferred and backing-off connectors;
  it now only touches connectors that completed a run in the window
- Members pace on the plain interval so the connector's jittered run
  finds them due; a member who alone exhausts the run budget backs off;
  an account that connects mid-run keeps the connector re-dispatching
- Gmail and Google Calendar kept a 500-item cap once the cap field was
  cleared; caps are now written as 0, which every connector reads as
  unlimited, on the update path as well
- Jira, ClickUp, Asana, Linear, and Dropbox classify an unreachable
  scope on the source's own error rather than a bare 404; an unmatched
  Atlassian domain is a configuration error, not this person's access
- A Credential Group or option serving a members-mode connector cannot
  be removed under it; the OAuth completion dispatch cannot fail the
  callback; the content queue refuses a connector that syncs per member
- The iterative vector scan runs only for a personal token set; the ACL
  check validates each element; the flag is read before the enrollment
  join; connector info is loaded only where it is shown
- Search tab: the empty state counts member rows, rows stack, one
  membership vocabulary shared with the knowledge base banner; an admin
  can rebind a per-member connector to any matching group
---
 .../app/api/knowledge/search/utils.test.ts    |  12 +-
 .../add-connector-modal.tsx                   |  41 +++---
 .../connector-access-field.tsx                |  75 +++-------
 .../connectors-section/connectors-section.tsx |  32 ++--
 .../knowledge/[id]/components/consts.ts       |   4 +
 .../edit-connector-modal.tsx                  |  48 +++---
 .../member-connect-banner.tsx                 |  99 +++++--------
 .../use-connector-member-group-options.ts     |  12 +-
 .../member-connectors-section.tsx             | 138 ++++++++----------
 .../workspace/[workspaceId]/search/search.tsx |  30 +++-
 apps/sim/connectors/asana/asana.ts            |   3 +-
 apps/sim/connectors/clickup/clickup.ts        |   6 +-
 apps/sim/connectors/dropbox/dropbox.ts        |  18 ++-
 apps/sim/connectors/gmail/gmail.ts            |  25 +++-
 .../google-calendar/google-calendar.ts        |   6 +-
 apps/sim/connectors/jira/jira.ts              |   7 +-
 apps/sim/connectors/linear/linear.ts          |  25 +++-
 apps/sim/connectors/utils.ts                  |  13 +-
 apps/sim/hooks/queries/kb/connectors.ts       |   5 +-
 apps/sim/hooks/use-member-enrollment.ts       | 109 +++++++++++---
 .../contracts/knowledge/connectors.test.ts    |   7 +
 .../lib/api/contracts/knowledge/connectors.ts |   6 +-
 apps/sim/lib/atlassian/discovery.ts           |  16 +-
 apps/sim/lib/core/application/index.ts        |   2 +-
 .../application/workspace-authorization.ts    |  10 +-
 apps/sim/lib/credential-groups/credentials.ts |  11 +-
 apps/sim/lib/credential-groups/oauth.ts       |  20 +--
 apps/sim/lib/credential-groups/service.ts     |  59 +++++++-
 .../lib/knowledge/access/predicate.test.ts    |  10 +-
 apps/sim/lib/knowledge/access/predicate.ts    |  13 +-
 apps/sim/lib/knowledge/access/scope.ts        |  21 +--
 apps/sim/lib/knowledge/access/tokens.ts       |   8 +-
 .../lib/knowledge/api/internal-route.test.ts  |  40 +++++
 apps/sim/lib/knowledge/api/internal-route.ts  |   3 +
 .../lib/knowledge/application/connectors.ts   |  26 ++--
 .../knowledge/application/knowledge-bases.ts  |  30 +---
 .../lib/knowledge/connectors/member-access.ts |   7 +-
 .../connectors/member-observations.ts         |  88 ++++++++---
 .../connectors/member-sync-engine.test.ts     |  13 ++
 .../connectors/member-sync-engine.ts          | 123 ++++++++++------
 .../lib/knowledge/connectors/queue.test.ts    |   3 +
 apps/sim/lib/knowledge/connectors/queue.ts    |   3 +-
 .../sim/lib/knowledge/connectors/sync-lock.ts |   2 +-
 .../knowledge/connectors/sync-persistence.ts  |  26 ++--
 .../knowledge/connectors/sync-primitives.ts   |  19 ++-
 apps/sim/lib/knowledge/documents/service.ts   |   5 +-
 .../orchestration/connector-access.ts         |  52 ++-----
 .../lib/knowledge/orchestration/connectors.ts |  15 +-
 apps/sim/lib/knowledge/search/queries.ts      |  29 +++-
 apps/sim/lib/knowledge/service.ts             |  41 +++++-
 .../0318_permission_aware_knowledge.sql       |   2 +-
 .../db/migrations/meta/0318_snapshot.json     |   2 +-
 packages/db/schema.ts                         |   7 +-
 53 files changed, 881 insertions(+), 546 deletions(-)

diff --git a/apps/sim/app/api/knowledge/search/utils.test.ts b/apps/sim/app/api/knowledge/search/utils.test.ts
index f6c3c0f603c..7d97da6c79f 100644
--- a/apps/sim/app/api/knowledge/search/utils.test.ts
+++ b/apps/sim/app/api/knowledge/search/utils.test.ts
@@ -510,12 +510,12 @@ describe('Knowledge Search Utils', () => {
 
     it('runs both legs and fuses them in hybrid mode', async () => {
       /**
-       * Chains dequeue in creation order. The vector leg opens its transaction
-       * and applies the scan settings before selecting, so the keyword leg's
-       * ranking pass is built first, then the vector select, then hydration.
+       * Chains dequeue in creation order. A workspace-scoped vector leg selects
+       * directly (the iterative scan is reserved for a personal token set), so
+       * its select is built first, then the keyword ranking pass, then hydration.
        */
-      queueTableRows(schemaMock.embedding, [{ id: 'keyword-hit', keywordRank: 0.9 }])
       queueTableRows(schemaMock.embedding, [makeResult('vector-hit')])
+      queueTableRows(schemaMock.embedding, [{ id: 'keyword-hit', keywordRank: 0.9 }])
       queueTableRows(schemaMock.embedding, [makeResult('keyword-hit')])
 
       const results = await executeKnowledgeSearch({
@@ -532,9 +532,9 @@ describe('Knowledge Search Utils', () => {
     })
 
     it('falls back to vector results when the keyword leg fails', async () => {
-      /** The failing ranking chain is still built first and takes the first queued set. */
-      queueTableRows(schemaMock.embedding, [{ id: 'never-ranked', keywordRank: 0 }])
       queueTableRows(schemaMock.embedding, [makeResult('vector-hit')])
+      /** The failing ranking chain is still built and takes the second queued set. */
+      queueTableRows(schemaMock.embedding, [{ id: 'never-ranked', keywordRank: 0 }])
 
       /**
        * Both legs share one `orderBy` spy, so target the keyword leg by its
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/add-connector-modal/add-connector-modal.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/add-connector-modal/add-connector-modal.tsx
index 9a28f548567..7e0fdeeb337 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/add-connector-modal/add-connector-modal.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/add-connector-modal/add-connector-modal.tsx
@@ -36,10 +36,16 @@ import {
 } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field'
 import { ConnectorConfigFields } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/connector-config-fields'
 import { hasWorkspaceMaxConnectorAccess } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/connector-entitlements'
-import { SYNC_INTERVALS } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/consts'
+import {
+  BROWSE_WITH_HINT,
+  SYNC_INTERVALS,
+} from '@/app/workspace/[workspaceId]/knowledge/[id]/components/consts'
 import { MaxBadge } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/max-badge'
 import { useConnectorConfigFields } from '@/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-config-fields'
-import { useConnectorMemberGroupOptions } from '@/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-member-group-options'
+import {
+  memberCapFieldIds,
+  useConnectorMemberGroupOptions,
+} from '@/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-member-group-options'
 import { useWorkspaceHostContext } from '@/app/workspace/[workspaceId]/providers/workspace-host-provider'
 import { useUserPermissionsContext } from '@/app/workspace/[workspaceId]/providers/workspace-permissions-provider'
 import { getBlock } from '@/blocks'
@@ -104,11 +110,9 @@ export function AddConnectorModal({
   /** Several groups collect this provider's accounts: the admin has to say which. */
   const membersChoiceOpen =
     isMembersMode && groupOptions.needsChoice && !access.credentialGroupOptionId
-  /** Fields a per-member crawl refuses: a cap would hide part of a member's corpus. */
-  const memberCapFieldIds = useMemo(
-    () =>
-      new Set(isMembersMode ? (connectorConfig?.permissionScopedListing?.capFieldIds ?? []) : []),
-    [isMembersMode, connectorConfig]
+  const hiddenCapFieldIds = useMemo(
+    () => memberCapFieldIds(connectorConfig, access.accessMode),
+    [connectorConfig, access.accessMode]
   )
   /** True when the connector declares its key optional (public sources need none). */
   const isApiKeyOptional =
@@ -202,7 +206,7 @@ export function AddConnectorModal({
     for (const field of connectorConfig.configFields) {
       if (!field.required) continue
       if (!isFieldVisible(field)) continue
-      if (memberCapFieldIds.has(field.id)) continue
+      if (hiddenCapFieldIds.has(field.id)) continue
       if (!isFieldPopulated(field)) return false
     }
     return true
@@ -211,7 +215,7 @@ export function AddConnectorModal({
     isApiKeyMode,
     isMembersMode,
     membersChoiceOpen,
-    memberCapFieldIds,
+    hiddenCapFieldIds,
     isApiKeyOptional,
     apiKeyValue,
     effectiveCredentialId,
@@ -226,7 +230,7 @@ export function AddConnectorModal({
 
     const resolvedConfig: Record<string, unknown> = {}
     for (const [key, value] of Object.entries(resolveSourceConfig())) {
-      if (memberCapFieldIds.has(key)) continue
+      if (hiddenCapFieldIds.has(key)) continue
       if (Array.isArray(value)) {
         if (value.length > 0) resolvedConfig[key] = value
       } else if (typeof value === 'string') {
@@ -345,7 +349,6 @@ export function AddConnectorModal({
             <>
               {!isApiKeyMode && memberAccessAvailable && (
                 <ConnectorAccessField
-                  workspaceId={workspaceId}
                   connectorConfig={connectorConfig}
                   value={access}
                   onChange={setAccess}
@@ -382,11 +385,7 @@ export function AddConnectorModal({
                 <ChipModalField
                   type='custom'
                   title={isMembersMode ? 'Browse with' : 'Account'}
-                  hint={
-                    isMembersMode
-                      ? `Only used to pick folders and spaces below. The connector syncs as each member, not as this account.`
-                      : undefined
-                  }
+                  hint={isMembersMode ? BROWSE_WITH_HINT : undefined}
                 >
                   <ChipCombobox
                     options={[
@@ -425,7 +424,7 @@ export function AddConnectorModal({
                 canonicalGroups={canonicalGroups}
                 canonicalModes={canonicalModes}
                 isFieldVisible={(field) =>
-                  isFieldVisible(field) && !memberCapFieldIds.has(field.id)
+                  isFieldVisible(field) && !hiddenCapFieldIds.has(field.id)
                 }
                 onFieldChange={handleFieldChange}
                 onToggleCanonicalMode={toggleCanonicalMode}
@@ -502,7 +501,13 @@ export function AddConnectorModal({
           <ChipModalFooter
             onCancel={() => onOpenChange(false)}
             primaryAction={{
-              label: isCreating ? 'Connecting…' : 'Connect & Sync',
+              label: isCreating
+                ? isMembersMode
+                  ? 'Creating…'
+                  : 'Connecting…'
+                : isMembersMode
+                  ? 'Create & Invite'
+                  : 'Connect & Sync',
               onClick: handleSubmit,
               disabled: !canSubmit || isCreating,
             }}
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx
index 081584039c5..e8a2fa4cdef 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field.tsx
@@ -2,13 +2,11 @@
 
 import type { ReactNode } from 'react'
 import { ButtonGroup, ButtonGroupItem, ChipCombobox, ChipModalField } from '@sim/emcn'
-import Link from 'next/link'
 import {
   type ConnectorMemberGroupOptions,
   decodeConnectorMemberGroupOption,
   encodeConnectorMemberGroupOption,
 } from '@/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-member-group-options'
-import { useWorkspaceHostContext } from '@/app/workspace/[workspaceId]/providers/workspace-host-provider'
 import type { ConnectorMeta } from '@/connectors/types'
 
 /** What the caller chose; `members` may name the option the connector crawls with. */
@@ -19,7 +17,6 @@ export interface ConnectorAccessSelection {
 }
 
 interface ConnectorAccessFieldProps {
-  workspaceId: string
   connectorConfig: ConnectorMeta
   value: ConnectorAccessSelection
   onChange: (value: ConnectorAccessSelection) => void
@@ -30,6 +27,11 @@ interface ConnectorAccessFieldProps {
   disabled?: boolean
   /** Whether per-member access may be chosen; false leaves only the way back to workspace access. */
   allowMembers?: boolean
+  /**
+   * Whether the connector already syncs per member, so any matching group may
+   * be chosen, not only when several make the choice necessary.
+   */
+  canRebind?: boolean
   /** Rendered under the selection, for a caller that applies the change with its own control. */
   footer?: ReactNode
 }
@@ -43,7 +45,6 @@ interface ConnectorAccessFieldProps {
  * several matching groups is asked which one to use.
  */
 export function ConnectorAccessField({
-  workspaceId,
   connectorConfig,
   value,
   onChange,
@@ -51,11 +52,9 @@ export function ConnectorAccessField({
   canAdmin,
   disabled = false,
   allowMembers = true,
+  canRebind = false,
   footer,
 }: ConnectorAccessFieldProps) {
-  const { features } = useWorkspaceHostContext()
-  const credentialGroupsAvailable = features?.credentialGroups === true
-
   if (!groupOptions.supported) return null
 
   if (!canAdmin) {
@@ -79,11 +78,7 @@ export function ConnectorAccessField({
       ? encodeConnectorMemberGroupOption(value.credentialGroupId, value.credentialGroupOptionId)
       : undefined
   const { options, needsChoice, isLoading, error } = groupOptions
-  const membersHint = !credentialGroupsAvailable
-    ? 'Per-member access needs Credential Groups, which are not available on this plan.'
-    : !allowMembers
-      ? 'Per-member access is turned off for this workspace.'
-      : undefined
+  const showPicker = needsChoice || (canRebind && options.length > 0)
 
   return (
     <ChipModalField
@@ -92,8 +87,10 @@ export function ConnectorAccessField({
       error={error?.message}
       hint={
         value.accessMode === 'members'
-          ? 'Each member sees only the documents their own account can open. Scheduled, API, and chat runs see workspace-visible documents only.'
-          : membersHint
+          ? `Everyone in the workspace is invited by email to connect their ${connectorConfig.name} account when the first sync starts. Each member sees only the documents their own account can open; scheduled, API, and chat runs see workspace-visible documents only.`
+          : allowMembers
+            ? undefined
+            : 'Per-member access is turned off for this workspace.'
       }
     >
       <div className='flex flex-col gap-2'>
@@ -106,47 +103,23 @@ export function ConnectorAccessField({
           <ButtonGroupItem value='workspace' disabled={disabled}>
             Workspace
           </ButtonGroupItem>
-          <ButtonGroupItem
-            value='members'
-            disabled={disabled || !allowMembers || !credentialGroupsAvailable}
-          >
+          <ButtonGroupItem value='members' disabled={disabled || !allowMembers}>
             Per member
           </ButtonGroupItem>
         </ButtonGroup>
 
-        {value.accessMode === 'members' && (
-          <>
-            {needsChoice && (
-              <ChipCombobox
-                options={options}
-                value={selectedValue}
-                onChange={(next) => {
-                  const decoded = decodeConnectorMemberGroupOption(next)
-                  if (decoded) onChange({ accessMode: 'members', ...decoded })
-                }}
-                placeholder='Choose which credential group members connect through'
-                isLoading={isLoading}
-                disabled={disabled || Boolean(error)}
-              />
-            )}
-            <p className='text-[var(--text-muted)] text-caption leading-snug'>
-              {options.length === 1
-                ? `Members connect through ${options[0].label}. `
-                : options.length === 0
-                  ? `A credential group named ${connectorConfig.name} is created. `
-                  : ''}
-              Everyone in the workspace is invited by email to connect their own{' '}
-              {connectorConfig.name} account as the first sync starts, and people who join later are
-              invited automatically. Manage members in{' '}
-              <Link
-                href={`/workspace/${workspaceId}/settings/credential-groups`}
-                className='text-[var(--text-primary)] underline underline-offset-2'
-              >
-                Settings
-              </Link>
-              .
-            </p>
-          </>
+        {value.accessMode === 'members' && showPicker && (
+          <ChipCombobox
+            options={options}
+            value={selectedValue}
+            onChange={(next) => {
+              const decoded = decodeConnectorMemberGroupOption(next)
+              if (decoded) onChange({ accessMode: 'members', ...decoded })
+            }}
+            placeholder='Choose which credential group members connect through'
+            isLoading={isLoading}
+            disabled={disabled || Boolean(error)}
+          />
         )}
 
         {footer}
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx
index 8e1627c0fe2..e51d987953a 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/connectors-section/connectors-section.tsx
@@ -88,10 +88,10 @@ const SYNC_IN_FLIGHT_TOOLTIP = {
 } as const
 
 /** The member engine's own in-flight states, shown when the connector syncs per member. */
-const MEMBER_SYNC_IN_FLIGHT_TOOLTIP = {
+const MEMBER_SYNC_IN_FLIGHT_TOOLTIP: Partial<Record<MemberSyncStatus, string>> = {
   pending: 'Member sync queued',
   running: 'Syncing members',
-} as const
+}
 
 /** How each member-engine status reads on the card's badge. */
 const MEMBER_SYNC_STATUS_AS_CONNECTOR_STATUS = {
@@ -383,11 +383,7 @@ function ConnectorCard({
     syncInFlight || connector.status === 'disabled' || isPaused || memberSyncDisabled
   const syncTooltip =
     SYNC_IN_FLIGHT_TOOLTIP[connector.status as keyof typeof SYNC_IN_FLIGHT_TOOLTIP] ??
-    (syncsPerMember
-      ? MEMBER_SYNC_IN_FLIGHT_TOOLTIP[
-          connector.memberSyncStatus as keyof typeof MEMBER_SYNC_IN_FLIGHT_TOOLTIP
-        ]
-      : undefined) ??
+    (syncsPerMember ? MEMBER_SYNC_IN_FLIGHT_TOOLTIP[connector.memberSyncStatus] : undefined) ??
     (isPaused
       ? 'Resume to sync'
       : memberSyncDisabled
@@ -442,18 +438,9 @@ function ConnectorCard({
                 {statusConfig.label}
               </Badge>
               {syncsPerMember && (
-                <Tooltip.Root>
-                  <Tooltip.Trigger asChild>
-                    <Badge variant='gray' size='sm' className='flex-shrink-0'>
-                      <Users className='size-3' />
-                      Per member
-                    </Badge>
-                  </Tooltip.Trigger>
-                  <Tooltip.Content>
-                    Synced once per enrolled member; each person sees only the documents their own
-                    account can open.
-                  </Tooltip.Content>
-                </Tooltip.Root>
+                <Badge variant='gray' size='sm' icon={Users} className='flex-shrink-0'>
+                  Per member
+                </Badge>
               )}
             </div>
             <div className='flex min-w-0 flex-wrap items-center gap-x-1.5 gap-y-0.5 text-[var(--text-muted)] text-xs'>
@@ -946,7 +933,7 @@ interface MemberSyncHistoryProps {
  * membership stands. A run that ended with members still due re-dispatches
  * itself, so several short rows in a row are one drain, not a fault.
  */
-export function MemberSyncHistory({ logs, members, isLoading }: MemberSyncHistoryProps) {
+function MemberSyncHistory({ logs, members, isLoading }: MemberSyncHistoryProps) {
   if (isLoading) {
     return (
       <div className='flex items-center gap-2 rounded-md bg-[var(--surface-3)] px-2 py-2 text-[var(--text-muted)] text-xs'>
@@ -1002,7 +989,10 @@ export function MemberSyncHistory({ logs, members, isLoading }: MemberSyncHistor
                           ? ''
                           : 's'}
                         {log.membersFailed > 0 && (
-                          <span className='text-[var(--text-error)]'> !{log.membersFailed}</span>
+                          <span className='text-[var(--text-error)]'>
+                            {' '}
+                            · {log.membersFailed} failed
+                          </span>
                         )}
                         {changes > 0 ? (
                           <>
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/consts.ts b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/consts.ts
index 4ab8aff2a96..6551b3be525 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/consts.ts
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/consts.ts
@@ -1,3 +1,7 @@
+/** Under the account picker of a per-member connector, whose account only browses. */
+export const BROWSE_WITH_HINT =
+  'Only used to pick folders and spaces below. The connector syncs as each member, not as this account.'
+
 export const SYNC_INTERVALS = [
   { label: 'Live', value: 5, requiresMax: true },
   { label: 'Every hour', value: 60, requiresMax: false },
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
index 57d5d02db74..1caa439d744 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/edit-connector-modal/edit-connector-modal.tsx
@@ -27,14 +27,20 @@ import {
 } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/connector-access-field/connector-access-field'
 import { ConnectorConfigFields } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/connector-config-fields'
 import { hasWorkspaceMaxConnectorAccess } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/connector-entitlements'
-import { SYNC_INTERVALS } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/consts'
+import {
+  BROWSE_WITH_HINT,
+  SYNC_INTERVALS,
+} from '@/app/workspace/[workspaceId]/knowledge/[id]/components/consts'
 import { MaxBadge } from '@/app/workspace/[workspaceId]/knowledge/[id]/components/max-badge'
 import type {
   ConfigFieldMap,
   ConfigFieldValue,
 } from '@/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-config-fields'
 import { useConnectorConfigFields } from '@/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-config-fields'
-import { useConnectorMemberGroupOptions } from '@/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-member-group-options'
+import {
+  memberCapFieldIds,
+  useConnectorMemberGroupOptions,
+} from '@/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-member-group-options'
 import { useWorkspaceHostContext } from '@/app/workspace/[workspaceId]/providers/workspace-host-provider'
 import { useUserPermissionsContext } from '@/app/workspace/[workspaceId]/providers/workspace-permissions-provider'
 import { withBrandIcon } from '@/blocks/brand-icon'
@@ -259,11 +265,7 @@ export function EditConnectorModal({
   /** A disabled member sync is re-enabled by applying the current binding again. */
   const canReenableMemberSync =
     !accessDirty && connector.accessMode === 'members' && connector.memberSyncStatus === 'disabled'
-  const memberCapFieldIds = new Set(
-    access.accessMode === 'members'
-      ? (connectorConfig?.permissionScopedListing?.capFieldIds ?? [])
-      : []
-  )
+  const hiddenCapFieldIds = memberCapFieldIds(connectorConfig, access.accessMode)
 
   const persistedCanonicalModes = useMemo(
     () => readPersistedCanonicalModes(connector.sourceConfig),
@@ -394,13 +396,14 @@ export function EditConnectorModal({
         {activeTab === 'settings' ? (
           <SettingsTab
             connectorConfig={connectorConfig}
+            persistedAccessMode={connector.accessMode === 'members' ? 'members' : 'workspace'}
             sourceConfig={sourceConfig}
             credentialId={connector.credentialId}
             canonicalGroups={canonicalGroups}
             canonicalModes={canonicalModes}
             onToggleCanonicalMode={toggleCanonicalMode}
             onFieldChange={handleFieldChange}
-            isFieldVisible={(field) => isFieldVisible(field) && !memberCapFieldIds.has(field.id)}
+            isFieldVisible={(field) => isFieldVisible(field) && !hiddenCapFieldIds.has(field.id)}
             syncInterval={syncInterval}
             setSyncInterval={setSyncInterval}
             hasMaxAccess={hasMaxAccess}
@@ -445,6 +448,8 @@ export function EditConnectorModal({
 
 interface SettingsTabProps {
   connectorConfig: ConnectorMeta | null
+  /** The mode the connector is saved in, which the draft `access` may differ from. */
+  persistedAccessMode: 'workspace' | 'members'
   sourceConfig: ConfigFieldMap
   credentialId: string | null
   canonicalGroups: Map<string, ConnectorConfigField[]>
@@ -477,6 +482,7 @@ interface SettingsTabProps {
 
 function SettingsTab({
   connectorConfig,
+  persistedAccessMode,
   sourceConfig,
   credentialId,
   canonicalGroups,
@@ -511,6 +517,8 @@ function SettingsTab({
       ? (getProviderIdFromServiceId(connectorConfig.auth.provider) as OAuthProvider)
       : null
   const syncsPerMember = access.accessMode === 'members'
+  /** Staying per member but through a different group. */
+  const isRebind = accessDirty && persistedAccessMode === 'members' && syncsPerMember
   const { data: rawCredentials = [], isLoading: credentialsLoading } = useOAuthCredentials(
     providerId ?? undefined,
     { enabled: (needsWorkspaceCredential || syncsPerMember) && Boolean(providerId), workspaceId }
@@ -533,12 +541,12 @@ function SettingsTab({
     <>
       {connectorConfig && connectorConfig.auth.mode === 'oauth' && showAccessField && (
         <ConnectorAccessField
-          workspaceId={workspaceId}
           connectorConfig={connectorConfig}
           value={access}
           onChange={onAccessChange}
           canAdmin={canAdmin}
           allowMembers={allowMembers}
+          canRebind={persistedAccessMode === 'members'}
           groupOptions={groupOptions}
           disabled={isSaving}
           footer={
@@ -581,18 +589,22 @@ function SettingsTab({
                   >
                     {isSwitchingAccess
                       ? 'Switching…'
-                      : access.accessMode === 'members'
-                        ? 'Switch to per-member access'
-                        : 'Switch to workspace access'}
+                      : isRebind
+                        ? 'Change credential group'
+                        : access.accessMode === 'members'
+                          ? 'Switch to per-member access'
+                          : 'Switch to workspace access'}
                   </Button>
                   <Button variant='default' size='sm' onClick={onResetAccess} disabled={isSaving}>
                     Cancel
                   </Button>
                 </div>
                 <p className='text-[var(--text-muted)] text-caption leading-snug'>
-                  {access.accessMode === 'members'
-                    ? 'Everyone in the workspace is invited to connect their account. Documents stay hidden until members connect and sync; listing caps are cleared.'
-                    : 'Every workspace member can read every synced document once the next sync completes.'}
+                  {isRebind
+                    ? 'Members of the previous group lose access; members of the new group are invited to connect.'
+                    : access.accessMode === 'members'
+                      ? 'Everyone in the workspace is invited to connect their account. Documents stay hidden until members connect and sync; listing caps are cleared.'
+                      : 'Every workspace member can read every synced document once the next sync completes.'}
                 </p>
               </div>
             ) : undefined
@@ -601,11 +613,7 @@ function SettingsTab({
       )}
 
       {connectorConfig && syncsPerMember && (
-        <ChipModalField
-          type='custom'
-          title='Browse with'
-          hint='Only used to pick folders and spaces below. The connector syncs as each member, not as this account.'
-        >
+        <ChipModalField type='custom' title='Browse with' hint={BROWSE_WITH_HINT}>
           <ChipCombobox
             options={credentialOptions}
             value={browseCredentialId ?? undefined}
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner.tsx
index 7094278b4fc..7e9a5f76532 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner.tsx
@@ -4,12 +4,13 @@ import { useMemo } from 'react'
 import { Button } from '@sim/emcn'
 import { Loader } from '@sim/emcn/icons'
 import { CONNECTOR_META_REGISTRY } from '@/connectors/registry'
+import { type ConnectorData, connectorKeys } from '@/hooks/queries/kb/connectors'
 import {
-  type ConnectorData,
-  connectorKeys,
-  type ViewerConnectorMembership,
-} from '@/hooks/queries/kb/connectors'
-import { useMemberEnrollment } from '@/hooks/use-member-enrollment'
+  CONNECTABLE_MEMBERSHIPS,
+  describeMembership,
+  enrollmentActionLabel,
+  useMemberEnrollment,
+} from '@/hooks/use-member-enrollment'
 
 interface MemberConnectBannerProps {
   knowledgeBaseId: string
@@ -20,26 +21,11 @@ function connectorName(connector: ConnectorData): string {
   return CONNECTOR_META_REGISTRY[connector.connectorType]?.name ?? connector.connectorType
 }
 
-/** Memberships the viewer can act on themselves. */
-const CONNECTABLE: ReadonlySet<ViewerConnectorMembership> = new Set([
-  'needs_reauth',
-  'invited',
-  'not_enrolled',
-])
-
 /**
  * What the viewer must do for each per-member connector, if anything, and
  * what is happening for them once they have connected.
  */
 export function MemberConnectBanner({ knowledgeBaseId, connectors }: MemberConnectBannerProps) {
-  const rows = connectors.filter(
-    (connector) =>
-      connector.accessMode === 'members' &&
-      connector.viewerMembership !== null &&
-      (connector.viewerMembership !== 'connected' ||
-        connector.memberSyncStatus === 'pending' ||
-        connector.memberSyncStatus === 'running')
-  )
   const connectedConnectorIds = useMemo(
     () =>
       new Set(
@@ -58,50 +44,45 @@ export function MemberConnectBanner({ knowledgeBaseId, connectors }: MemberConne
     connectedConnectorIds,
   })
 
+  const rows = connectors.flatMap((connector) => {
+    const membership = connector.viewerMembership
+    if (connector.accessMode !== 'members' || membership === null) return []
+    const waiting = isAwaiting(connector.id)
+    const text = describeMembership({
+      membership,
+      memberSyncStatus: connector.memberSyncStatus,
+      waiting,
+      name: connectorName(connector),
+    })
+    return text ? [{ connector, membership, waiting, text }] : []
+  })
   if (rows.length === 0) return null
 
   return (
     <div className='mx-6 mt-3 mb-1 flex flex-col gap-2'>
-      {rows.map((connector) => {
-        const name = connectorName(connector)
-        const membership = connector.viewerMembership
-        const waiting = isAwaiting(connector.id)
-        const text =
-          membership === 'connected'
-            ? `Syncing the ${name} documents shared with you. They appear when the sync completes.`
-            : membership === 'needs_reauth'
-              ? `Reconnect your ${name} account to keep seeing the documents shared with you.`
-              : membership === 'unverified_email'
-                ? `Verify your email address to see the ${name} documents shared with you.`
-                : membership === 'revoked'
-                  ? `A workspace admin removed your access to ${name} documents.`
-                  : waiting
-                    ? `Finish connecting your ${name} account in the other tab.`
-                    : `Connect your ${name} account to see the documents shared with you.`
-        return (
-          <div
-            key={connector.id}
-            className='flex items-center justify-between gap-3 rounded-md border border-[var(--border)] bg-[var(--surface-3)] px-3 py-2'
-          >
-            <p className='flex min-w-0 items-center gap-2 text-[var(--text-body)] text-small'>
-              {(membership === 'connected' || waiting) && (
-                <Loader className='size-[14px] flex-shrink-0 text-[var(--text-icon)]' animate />
-              )}
-              <span>{text}</span>
-            </p>
-            {membership && CONNECTABLE.has(membership) && (
-              <Button
-                variant='primary'
-                size='sm'
-                onClick={() => connect(knowledgeBaseId, connector.id)}
-                disabled={isPending}
-              >
-                {waiting ? 'Open again' : membership === 'needs_reauth' ? 'Reconnect' : 'Connect'}
-              </Button>
+      {rows.map(({ connector, membership, waiting, text }) => (
+        <div
+          key={connector.id}
+          className='flex items-center justify-between gap-3 rounded-md border border-[var(--border)] bg-[var(--surface-3)] px-3 py-2'
+        >
+          <p className='flex min-w-0 items-center gap-2 text-[var(--text-body)] text-small'>
+            {(membership === 'connected' || waiting) && (
+              <Loader className='size-[14px] flex-shrink-0 text-[var(--text-icon)]' animate />
             )}
-          </div>
-        )
-      })}
+            <span>{text}</span>
+          </p>
+          {CONNECTABLE_MEMBERSHIPS.has(membership) && (
+            <Button
+              variant='primary'
+              size='sm'
+              onClick={() => connect(knowledgeBaseId, connector.id)}
+              disabled={isPending}
+            >
+              {enrollmentActionLabel(membership, waiting)}
+            </Button>
+          )}
+        </div>
+      ))}
       {error && <p className='text-[var(--text-error)] text-caption'>{error}</p>}
     </div>
   )
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-member-group-options.ts b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-member-group-options.ts
index d25d4387a9c..6806f4c8af4 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-member-group-options.ts
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/hooks/use-connector-member-group-options.ts
@@ -31,7 +31,7 @@ export function decodeConnectorMemberGroupOption(
 }
 
 /** The credential-group provider that collects accounts for this connector, if any. */
-export function connectorMemberGroupProvider(
+function connectorMemberGroupProvider(
   connectorConfig: ConnectorMeta
 ): CredentialGroupStandardOAuthProvider | null {
   if (connectorConfig.auth.mode !== 'oauth' || !connectorConfig.permissionScopedListing) return null
@@ -42,6 +42,16 @@ export function connectorMemberGroupProvider(
   }
 }
 
+/** The config fields a per-member connector hides: its listing caps, which the server clears. */
+export function memberCapFieldIds(
+  connectorConfig: ConnectorMeta | null,
+  accessMode: 'workspace' | 'members'
+): ReadonlySet<string> {
+  return new Set(
+    accessMode === 'members' ? (connectorConfig?.permissionScopedListing?.capFieldIds ?? []) : []
+  )
+}
+
 interface UseConnectorMemberGroupOptionsInput {
   workspaceId: string
   connectorConfig: ConnectorMeta | null
diff --git a/apps/sim/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section.tsx b/apps/sim/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section.tsx
index 7dcdca4a9be..520370b7907 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section.tsx
@@ -2,51 +2,32 @@
 
 import { useMemo } from 'react'
 import { Button } from '@sim/emcn'
-import { IntegrationSection } from '@/app/workspace/[workspaceId]/integrations/components/integration-section'
 import { IntegrationTile } from '@/app/workspace/[workspaceId]/integrations/components/integrations-showcase'
-import { SettingsResourceRow } from '@/app/workspace/[workspaceId]/settings/components/settings-resource-row'
+import {
+  RESOURCE_LIST_STACK,
+  SettingsResourceRow,
+} from '@/app/workspace/[workspaceId]/settings/components/settings-resource-row'
+import { SettingsSection } from '@/app/workspace/[workspaceId]/settings/components/settings-section/settings-section'
 import { CONNECTOR_META_REGISTRY } from '@/connectors/registry'
+import { memberConnectorKeys, type WorkspaceMemberConnector } from '@/hooks/queries/kb/connectors'
 import {
-  memberConnectorKeys,
-  useWorkspaceMemberConnectors,
-  type ViewerConnectorMembership,
-  type WorkspaceMemberConnector,
-} from '@/hooks/queries/kb/connectors'
-import { useMemberEnrollment } from '@/hooks/use-member-enrollment'
+  CONNECTABLE_MEMBERSHIPS,
+  describeMembership,
+  enrollmentActionLabel,
+  useMemberEnrollment,
+} from '@/hooks/use-member-enrollment'
 
 const SHARED_WITH_YOU_LABEL = 'Shared with you'
-const EMPTY_CONNECTORS: WorkspaceMemberConnector[] = []
-
-/** Memberships the viewer can act on themselves. */
-const CONNECTABLE: ReadonlySet<ViewerConnectorMembership> = new Set([
-  'needs_reauth',
-  'invited',
-  'not_enrolled',
-])
 
-function describe(connector: WorkspaceMemberConnector, waiting: boolean): string {
-  switch (connector.viewerMembership) {
-    case 'connected':
-      return connector.memberSyncStatus === 'pending' || connector.memberSyncStatus === 'running'
-        ? `${connector.knowledgeBaseName} · syncing the documents shared with you`
-        : `${connector.knowledgeBaseName} · connected`
-    case 'needs_reauth':
-      return `${connector.knowledgeBaseName} · reconnect to keep seeing the documents shared with you`
-    case 'unverified_email':
-      return `${connector.knowledgeBaseName} · verify your email address to see the documents shared with you`
-    case 'revoked':
-      return `${connector.knowledgeBaseName} · a workspace admin removed your access`
-    default:
-      return waiting
-        ? `${connector.knowledgeBaseName} · finish connecting in the other tab`
-        : `${connector.knowledgeBaseName} · connect to see the documents shared with you`
-  }
+/** The name a per-member connector shows, from its registry entry. */
+export function memberConnectorName(connector: WorkspaceMemberConnector): string {
+  return CONNECTOR_META_REGISTRY[connector.connectorType]?.name ?? connector.connectorType
 }
 
 interface MemberConnectorsSectionProps {
   workspaceId: string
-  /** Lower-cased search text; rows whose knowledge base or connector name lacks it are hidden. */
-  search: string
+  /** The per-member connectors to show, already narrowed by the page's search. */
+  connectors: WorkspaceMemberConnector[]
 }
 
 /**
@@ -54,8 +35,7 @@ interface MemberConnectorsSectionProps {
  * stands with each. Connecting here is the same enrollment the knowledge base
  * page offers, so a person can do it from whichever surface they are on.
  */
-export function MemberConnectorsSection({ workspaceId, search }: MemberConnectorsSectionProps) {
-  const { data: connectors = EMPTY_CONNECTORS } = useWorkspaceMemberConnectors(workspaceId)
+export function MemberConnectorsSection({ workspaceId, connectors }: MemberConnectorsSectionProps) {
   const connectedConnectorIds = useMemo(
     () =>
       new Set(
@@ -71,51 +51,51 @@ export function MemberConnectorsSection({ workspaceId, search }: MemberConnector
     connectedConnectorIds,
   })
 
-  const visible = connectors.filter((connector) => {
-    if (!search) return true
-    const name = CONNECTOR_META_REGISTRY[connector.connectorType]?.name ?? connector.connectorType
-    return [name, connector.knowledgeBaseName].some((text) => text.toLowerCase().includes(search))
-  })
-  if (visible.length === 0) return null
+  if (connectors.length === 0) return null
 
   return (
     <>
-      <IntegrationSection label={SHARED_WITH_YOU_LABEL}>
-        {visible.map((connector) => {
-          const meta = CONNECTOR_META_REGISTRY[connector.connectorType]
-          const waiting = isAwaiting(connector.connectorId)
-          const connectable = CONNECTABLE.has(connector.viewerMembership)
-          return (
-            <SettingsResourceRow
-              key={connector.connectorId}
-              iconVariant='custom'
-              icon={
-                meta ? (
-                  <IntegrationTile blockType={connector.connectorType} icon={meta.icon} />
-                ) : undefined
-              }
-              title={meta?.name ?? connector.connectorType}
-              description={describe(connector, waiting)}
-              trailing={
-                connectable ? (
-                  <Button
-                    variant='primary'
-                    size='sm'
-                    onClick={() => connect(connector.knowledgeBaseId, connector.connectorId)}
-                    disabled={isPending}
-                  >
-                    {waiting
-                      ? 'Open again'
-                      : connector.viewerMembership === 'needs_reauth'
-                        ? 'Reconnect'
-                        : 'Connect'}
-                  </Button>
-                ) : undefined
-              }
-            />
-          )
-        })}
-      </IntegrationSection>
+      <SettingsSection label={SHARED_WITH_YOU_LABEL}>
+        <div className={RESOURCE_LIST_STACK}>
+          {connectors.map((connector) => {
+            const meta = CONNECTOR_META_REGISTRY[connector.connectorType]
+            const name = memberConnectorName(connector)
+            const waiting = isAwaiting(connector.connectorId)
+            const state =
+              describeMembership({
+                membership: connector.viewerMembership,
+                memberSyncStatus: connector.memberSyncStatus,
+                waiting,
+                name,
+              }) ?? 'Connected.'
+            return (
+              <SettingsResourceRow
+                key={connector.connectorId}
+                iconVariant='custom'
+                icon={
+                  meta ? (
+                    <IntegrationTile blockType={connector.connectorType} icon={meta.icon} />
+                  ) : undefined
+                }
+                title={name}
+                description={`${connector.knowledgeBaseName} · ${state}`}
+                trailing={
+                  CONNECTABLE_MEMBERSHIPS.has(connector.viewerMembership) ? (
+                    <Button
+                      variant='primary'
+                      size='sm'
+                      onClick={() => connect(connector.knowledgeBaseId, connector.connectorId)}
+                      disabled={isPending}
+                    >
+                      {enrollmentActionLabel(connector.viewerMembership, waiting)}
+                    </Button>
+                  ) : undefined
+                }
+              />
+            )
+          })}
+        </div>
+      </SettingsSection>
       {error && <p className='text-[var(--text-error)] text-caption'>{error}</p>}
     </>
   )
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search.tsx b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
index f19aee99b36..172a2c729a1 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/search.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
@@ -17,7 +17,10 @@ import { IntegrationSection } from '@/app/workspace/[workspaceId]/integrations/c
 import { IntegrationTile } from '@/app/workspace/[workspaceId]/integrations/components/integrations-showcase'
 import { useScrollRestoration } from '@/app/workspace/[workspaceId]/integrations/hooks/use-scroll-restoration'
 import { CONNECTED_LABEL } from '@/app/workspace/[workspaceId]/integrations/search-params'
-import { MemberConnectorsSection } from '@/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section'
+import {
+  MemberConnectorsSection,
+  memberConnectorName,
+} from '@/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section'
 import { useSearchCredentials } from '@/app/workspace/[workspaceId]/search/hooks/use-search-credentials'
 import {
   connectorSearchParam,
@@ -26,10 +29,15 @@ import {
 import { SettingsEmptyState } from '@/app/workspace/[workspaceId]/settings/components/settings-empty-state'
 import { SettingsResourceRow } from '@/app/workspace/[workspaceId]/settings/components/settings-resource-row'
 import type { WorkspaceCredential } from '@/hooks/queries/credentials'
+import {
+  useWorkspaceMemberConnectors,
+  type WorkspaceMemberConnector,
+} from '@/hooks/queries/kb/connectors'
 import { useDebouncedSearchSetter } from '@/hooks/use-debounced-search-setter'
 import { useOAuthReturnRouter } from '@/hooks/use-oauth-return'
 import { usePermissionConfig } from '@/hooks/use-permission-config'
 
+const EMPTY_MEMBER_CONNECTORS: WorkspaceMemberConnector[] = []
 const CONNECTORS_LABEL = 'Sim Search Connectors'
 
 interface ConnectorItemProps {
@@ -131,8 +139,21 @@ export function Search() {
       )
     : SEARCH_CONNECTORS
 
+  const { data: memberConnectors = EMPTY_MEMBER_CONNECTORS } =
+    useWorkspaceMemberConnectors(workspaceId)
+  const visibleMemberConnectors = normalizedSearch
+    ? memberConnectors.filter((connector) =>
+        [memberConnectorName(connector), connector.knowledgeBaseName].some((text) =>
+          text.toLowerCase().includes(normalizedSearch)
+        )
+      )
+    : memberConnectors
+
   const showNoResults =
-    Boolean(normalizedSearch) && visibleCredentials.length === 0 && visibleConnectors.length === 0
+    Boolean(normalizedSearch) &&
+    visibleCredentials.length === 0 &&
+    visibleConnectors.length === 0 &&
+    visibleMemberConnectors.length === 0
 
   return (
     <div className='flex h-full flex-col bg-[var(--bg)]'>
@@ -151,7 +172,10 @@ export function Search() {
           />
 
           <div className='flex flex-col gap-7'>
-            <MemberConnectorsSection workspaceId={workspaceId} search={normalizedSearch} />
+            <MemberConnectorsSection
+              workspaceId={workspaceId}
+              connectors={visibleMemberConnectors}
+            />
 
             {visibleCredentials.length > 0 && (
               <IntegrationSection label={CONNECTED_LABEL}>
diff --git a/apps/sim/connectors/asana/asana.ts b/apps/sim/connectors/asana/asana.ts
index b507fade076..f6c3758a61a 100644
--- a/apps/sim/connectors/asana/asana.ts
+++ b/apps/sim/connectors/asana/asana.ts
@@ -314,7 +314,8 @@ async function listWorkspaceProjects(
 export const asanaConnector: ConnectorConfig = {
   ...asanaConnectorMeta,
 
-  isListingScopeUnavailableError: (error) => error instanceof AsanaApiError && error.status === 404,
+  isListingScopeUnavailableError: (error) =>
+    error instanceof AsanaApiError && (error.status === 404 || error.status === 403),
 
   listDocuments: async (
     accessToken: string,
diff --git a/apps/sim/connectors/clickup/clickup.ts b/apps/sim/connectors/clickup/clickup.ts
index a86aaa27d20..87a9ac3bce6 100644
--- a/apps/sim/connectors/clickup/clickup.ts
+++ b/apps/sim/connectors/clickup/clickup.ts
@@ -187,7 +187,11 @@ export const clickupConnector: ConnectorConfig = {
     if (!response.ok) {
       const errorText = await response.text()
       logger.error('Failed to list ClickUp Docs', { status: response.status, error: errorText })
-      throw listingRequestError('Failed to list ClickUp Docs', response.status)
+      throw listingRequestError(
+        'Failed to list ClickUp Docs',
+        response.status,
+        response.status === 404 || (response.status === 401 && /OAUTH_02[37]/.test(errorText))
+      )
     }
 
     const data = (await response.json()) as Record<string, unknown>
diff --git a/apps/sim/connectors/dropbox/dropbox.ts b/apps/sim/connectors/dropbox/dropbox.ts
index 60b1cda51ce..fbeb6c5d4a7 100644
--- a/apps/sim/connectors/dropbox/dropbox.ts
+++ b/apps/sim/connectors/dropbox/dropbox.ts
@@ -6,10 +6,10 @@ import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/
 import {
   CONNECTOR_MAX_FILE_BYTES,
   ConnectorFileTooLargeError,
-  ConnectorListingScopeUnavailableError,
   htmlToPlainText,
   isListingScopeUnavailableError,
   isSkippedDocument,
+  listingRequestError,
   markSkipped,
   parseTagDate,
   readBodyWithLimit,
@@ -231,13 +231,15 @@ export const dropboxConnector: ConnectorConfig = {
           status: response.status,
           error: errorText,
         })
-        /** Dropbox reports a path the caller cannot reach as 409 path/not_found. */
-        throw response.status === 409
-          ? new ConnectorListingScopeUnavailableError(
-              `Failed to list Dropbox folder: ${response.status}`,
-              response.status
-            )
-          : new Error(`Failed to list Dropbox folder: ${response.status}`)
+        /**
+         * Dropbox answers every endpoint-specific failure with 409; only
+         * path/not_found means the caller cannot reach the folder.
+         */
+        throw listingRequestError(
+          'Failed to list Dropbox folder',
+          response.status,
+          response.status === 409 && /path\/not_found/.test(errorText)
+        )
       }
 
       data = await response.json()
diff --git a/apps/sim/connectors/gmail/gmail.ts b/apps/sim/connectors/gmail/gmail.ts
index 4e604f1115f..90b4c429a43 100644
--- a/apps/sim/connectors/gmail/gmail.ts
+++ b/apps/sim/connectors/gmail/gmail.ts
@@ -3,7 +3,13 @@ import { getErrorMessage, toError } from '@sim/utils/errors'
 import { fetchWithRetry, VALIDATE_RETRY_OPTIONS } from '@/lib/knowledge/documents/utils'
 import { DEFAULT_MAX_THREADS, gmailConnectorMeta } from '@/connectors/gmail/meta'
 import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/connectors/types'
-import { htmlToPlainText, joinTagArray, parseMultiValue, parseTagDate } from '@/connectors/utils'
+import {
+  htmlToPlainText,
+  joinTagArray,
+  parseMultiValue,
+  parseOptionalUnlimitedSafeInteger,
+  parseTagDate,
+} from '@/connectors/utils'
 
 const logger = createLogger('GmailConnector')
 
@@ -446,17 +452,22 @@ export const gmailConnector: ConnectorConfig = {
       labelIndex = resolved
     }
     const searchQuery = buildSearchQuery(sourceConfig, labelIndex)
-    const maxThreads = sourceConfig.maxThreads
-      ? Number(sourceConfig.maxThreads)
-      : DEFAULT_MAX_THREADS
+    /** Absent means the default cap; an explicit 0 (a per-member sync) means unlimited. */
+    const maxThreads =
+      sourceConfig.maxThreads === undefined
+        ? DEFAULT_MAX_THREADS
+        : parseOptionalUnlimitedSafeInteger(
+            sourceConfig.maxThreads,
+            'maxThreads must be a non-negative integer'
+          )
 
     const totalFetched = (syncContext?.totalThreadsFetched as number) ?? 0
-    if (totalFetched >= maxThreads) {
+    if (maxThreads > 0 && totalFetched >= maxThreads) {
       return { documents: [], hasMore: false }
     }
 
-    const remaining = maxThreads - totalFetched
-    const pageSize = Math.min(THREADS_PER_PAGE, remaining)
+    const pageSize =
+      maxThreads > 0 ? Math.min(THREADS_PER_PAGE, maxThreads - totalFetched) : THREADS_PER_PAGE
 
     const queryParams = new URLSearchParams({
       maxResults: String(pageSize),
diff --git a/apps/sim/connectors/google-calendar/google-calendar.ts b/apps/sim/connectors/google-calendar/google-calendar.ts
index 620ee62906a..d79eff2c868 100644
--- a/apps/sim/connectors/google-calendar/google-calendar.ts
+++ b/apps/sim/connectors/google-calendar/google-calendar.ts
@@ -348,9 +348,9 @@ export const googleCalendarConnector: ConnectorConfig = {
     const calendarId = calendarIds[calendarIndex]
 
     const prevFetched = (syncContext?.totalDocsFetched as number) ?? 0
-    const rawMaxEvents = sourceConfig.maxEvents
-      ? Number(sourceConfig.maxEvents)
-      : DEFAULT_MAX_EVENTS
+    /** Absent means the default cap; an explicit 0 (a per-member sync) means unlimited. */
+    const rawMaxEvents =
+      sourceConfig.maxEvents === undefined ? DEFAULT_MAX_EVENTS : Number(sourceConfig.maxEvents)
     const maxEvents = Number.isFinite(rawMaxEvents) ? rawMaxEvents : 0
     const isCapped = maxEvents > 0
     /**
diff --git a/apps/sim/connectors/jira/jira.ts b/apps/sim/connectors/jira/jira.ts
index 9d2d3af3a6f..419986d9be2 100644
--- a/apps/sim/connectors/jira/jira.ts
+++ b/apps/sim/connectors/jira/jira.ts
@@ -231,7 +231,12 @@ export const jiraConnector: ConnectorConfig = {
         status: response.status,
         error: errorText,
       })
-      throw listingRequestError('Failed to search Jira issues', response.status)
+      throw listingRequestError(
+        'Failed to search Jira issues',
+        response.status,
+        response.status === 404 ||
+          (response.status === 400 && /does not exist for the field 'project'/i.test(errorText))
+      )
     }
 
     const data = await response.json()
diff --git a/apps/sim/connectors/linear/linear.ts b/apps/sim/connectors/linear/linear.ts
index 93aab253e64..47536312153 100644
--- a/apps/sim/connectors/linear/linear.ts
+++ b/apps/sim/connectors/linear/linear.ts
@@ -6,7 +6,13 @@ import type { RetryOptions } from '@/lib/knowledge/documents/utils'
 import { fetchWithRetry, VALIDATE_RETRY_OPTIONS } from '@/lib/knowledge/documents/utils'
 import { linearConnectorMeta } from '@/connectors/linear/meta'
 import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/connectors/types'
-import { joinTagArray, parseMultiValue, parseTagDate } from '@/connectors/utils'
+import {
+  ConnectorListingScopeUnavailableError,
+  isListingScopeUnavailableError,
+  joinTagArray,
+  parseMultiValue,
+  parseTagDate,
+} from '@/connectors/utils'
 import { linearAuthorizationHeader } from '@/tools/linear/utils'
 
 const logger = createLogger('LinearConnector')
@@ -55,6 +61,15 @@ const MAX_RATE_LIMIT_WAIT_MS = 30_000
 /**
  * Detects Linear's `RATELIMITED` extension code anywhere in a GraphQL error array.
  */
+function isEntityNotFoundError(entry: unknown): boolean {
+  if (!entry || typeof entry !== 'object') return false
+  const error = entry as { message?: unknown; extensions?: { code?: unknown } }
+  return (
+    error.extensions?.code === 'ENTITY_NOT_FOUND' ||
+    (typeof error.message === 'string' && /entity not found/i.test(error.message))
+  )
+}
+
 function isRateLimitedErrors(errors: unknown[] | undefined): boolean {
   if (!Array.isArray(errors)) return false
   return errors.some((entry) => {
@@ -129,7 +144,11 @@ async function linearGraphQL(
      */
     if (Array.isArray(json?.errors) && json.errors.length > 0) {
       logger.error('Linear GraphQL errors', { errors: json.errors })
-      throw new Error(`Linear GraphQL error: ${JSON.stringify(json.errors)}`)
+      const described = `Linear GraphQL error: ${JSON.stringify(json.errors)}`
+      /** A team or project the caller cannot see is reported as an entity that does not exist. */
+      throw json.errors.some(isEntityNotFoundError)
+        ? new ConnectorListingScopeUnavailableError(described, response.status)
+        : new Error(described)
     }
 
     if (!json?.data || typeof json.data !== 'object') {
@@ -297,6 +316,8 @@ function issueToDocument(issue: Record<string, unknown>): ExternalDocument {
 export const linearConnector: ConnectorConfig = {
   ...linearConnectorMeta,
 
+  isListingScopeUnavailableError,
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
diff --git a/apps/sim/connectors/utils.ts b/apps/sim/connectors/utils.ts
index b5ed92d2d0c..4eb5b2f5473 100644
--- a/apps/sim/connectors/utils.ts
+++ b/apps/sim/connectors/utils.ts
@@ -714,12 +714,17 @@ export class ConnectorListingScopeUnavailableError extends Error {
 
 /**
  * The error a listing request throws for a failed response: scope-unavailable
- * when the source says the scope does not exist for this caller (404), a plain
- * error for anything else, which the sync engines retry with backoff.
+ * when the source says the scope does not exist for this caller (404, or
+ * whatever `scopeUnavailable` recognises in the source's own error body), a
+ * plain error for anything else, which the sync engines retry with backoff.
  */
-export function listingRequestError(message: string, status: number): Error {
+export function listingRequestError(
+  message: string,
+  status: number,
+  scopeUnavailable: boolean = status === 404
+): Error {
   const described = `${message}: ${status}`
-  return status === 404
+  return scopeUnavailable
     ? new ConnectorListingScopeUnavailableError(described, status)
     : new Error(described)
 }
diff --git a/apps/sim/hooks/queries/kb/connectors.ts b/apps/sim/hooks/queries/kb/connectors.ts
index be9411fee50..2f97da4cc0e 100644
--- a/apps/sim/hooks/queries/kb/connectors.ts
+++ b/apps/sim/hooks/queries/kb/connectors.ts
@@ -261,6 +261,7 @@ export function useCreateConnector() {
     onSettled: (_data, _error, { knowledgeBaseId }) => {
       queryClient.invalidateQueries({ queryKey: connectorKeys.all(knowledgeBaseId) })
       queryClient.invalidateQueries({ queryKey: knowledgeKeys.lists() })
+      queryClient.invalidateQueries({ queryKey: memberConnectorKeys.lists() })
     },
   })
 }
@@ -403,8 +404,9 @@ export function useUpdateConnectorAccess() {
         queryKey: knowledgeKeys.detail(knowledgeBaseId),
         exact: true,
       })
-      /** The base list says whether any connector syncs per member. */
+      /** The base list says whether any connector syncs per member, and the Search tab lists them. */
       queryClient.invalidateQueries({ queryKey: knowledgeKeys.lists() })
+      queryClient.invalidateQueries({ queryKey: memberConnectorKeys.lists() })
     },
   })
 }
@@ -439,6 +441,7 @@ export function useDeleteConnector() {
      */
     onSettled: (_data, _error, { knowledgeBaseId, deleteDocuments }) => {
       queryClient.invalidateQueries({ queryKey: connectorKeys.all(knowledgeBaseId) })
+      queryClient.invalidateQueries({ queryKey: memberConnectorKeys.lists() })
       queryClient.invalidateQueries({ queryKey: knowledgeKeys.documentLists(knowledgeBaseId) })
       queryClient.invalidateQueries({
         queryKey: knowledgeKeys.detail(knowledgeBaseId),
diff --git a/apps/sim/hooks/use-member-enrollment.ts b/apps/sim/hooks/use-member-enrollment.ts
index fe879a6cd59..cb299be8200 100644
--- a/apps/sim/hooks/use-member-enrollment.ts
+++ b/apps/sim/hooks/use-member-enrollment.ts
@@ -1,19 +1,79 @@
 'use client'
 
-import { useEffect, useState } from 'react'
+import { useEffect, useRef, useState } from 'react'
 import { createLogger } from '@sim/logger'
 import { type QueryKey, useQueryClient } from '@tanstack/react-query'
-import { useStartConnectorMemberEnrollment } from '@/hooks/queries/kb/connectors'
+import type { MemberSyncStatus } from '@/lib/knowledge/types'
+import {
+  memberConnectorKeys,
+  useStartConnectorMemberEnrollment,
+  type ViewerConnectorMembership,
+} from '@/hooks/queries/kb/connectors'
 
 const logger = createLogger('MemberEnrollment')
 
-/** How often the given queries are refreshed while a member connects in another tab. */
+/** How often the membership queries are refreshed while a member connects in another tab. */
 const AWAITING_CONNECTION_POLL_MS = 4_000
 /** How long a connection is awaited before the surface stops refreshing on its own. */
 const AWAITING_CONNECTION_TIMEOUT_MS = 10 * 60_000
+const POPUP_BLOCKED_MESSAGE = 'Allow pop-ups for this site to connect your account.'
+
+/** Memberships the viewer can act on themselves. */
+export const CONNECTABLE_MEMBERSHIPS: ReadonlySet<ViewerConnectorMembership> = new Set([
+  'needs_reauth',
+  'invited',
+  'not_enrolled',
+])
+
+/** The label of the one action a connectable membership offers. */
+export function enrollmentActionLabel(
+  membership: ViewerConnectorMembership,
+  waiting: boolean
+): string {
+  if (waiting) return 'Open again'
+  return membership === 'needs_reauth' ? 'Reconnect' : 'Connect'
+}
+
+interface DescribeMembershipInput {
+  membership: ViewerConnectorMembership
+  memberSyncStatus: MemberSyncStatus
+  /** Whether this surface opened an enrollment tab that has not connected yet. */
+  waiting: boolean
+  /** The connector's display name. */
+  name: string
+}
+
+/**
+ * One sentence on where the viewer stands with a per-member connector, shared
+ * by every surface that shows it so the wording cannot drift between them.
+ * Null once the viewer is connected and nothing is happening for them.
+ */
+export function describeMembership({
+  membership,
+  memberSyncStatus,
+  waiting,
+  name,
+}: DescribeMembershipInput): string | null {
+  switch (membership) {
+    case 'connected':
+      return memberSyncStatus === 'pending' || memberSyncStatus === 'running'
+        ? `Syncing the ${name} documents shared with you. They appear when the sync completes.`
+        : null
+    case 'needs_reauth':
+      return `Reconnect your ${name} account to keep seeing the documents shared with you.`
+    case 'unverified_email':
+      return `Verify your email address to see the ${name} documents shared with you.`
+    case 'revoked':
+      return `A workspace admin removed your access to ${name} documents.`
+    default:
+      return waiting
+        ? `Finish connecting your ${name} account in the other tab.`
+        : `Connect your ${name} account to see the documents shared with you.`
+  }
+}
 
 interface UseMemberEnrollmentProps {
-  /** Queries carrying the viewer's membership, refreshed while a connection is awaited. */
+  /** Queries this surface reads memberships from, refreshed while a connection is awaited. */
   membershipQueryKeys: readonly QueryKey[]
   /** Connector ids the viewer is now connected to; awaiting stops for them. */
   connectedConnectorIds: ReadonlySet<string>
@@ -21,9 +81,10 @@ interface UseMemberEnrollmentProps {
 
 /**
  * Lets the viewer connect their own account to a per-member connector.
- * Enrollment opens in a new tab — the enrollment page ends by telling the
- * person to close it — and the membership queries are polled meanwhile so
- * the surface that started it updates on its own once they are connected.
+ * Enrollment opens in a new tab, and the membership queries are polled
+ * meanwhile so the surface that started it updates on its own once the
+ * account is connected; the workspace-wide membership list is refreshed too,
+ * so the other surface catches up as well.
  *
  * The tab is opened in the click itself, before the enrollment link is
  * minted, because a tab opened after a network round trip is outside the
@@ -33,9 +94,15 @@ export function useMemberEnrollment({
   membershipQueryKeys,
   connectedConnectorIds,
 }: UseMemberEnrollmentProps) {
+  const connectedRef = useRef(connectedConnectorIds)
   const queryClient = useQueryClient()
   const { mutate: startEnrollment, isPending, error } = useStartConnectorMemberEnrollment()
   const [awaitingSince, setAwaitingSince] = useState<ReadonlyMap<string, number>>(() => new Map())
+  const [popupBlocked, setPopupBlocked] = useState(false)
+
+  useEffect(() => {
+    connectedRef.current = connectedConnectorIds
+  }, [connectedConnectorIds])
 
   const awaiting = [...awaitingSince.keys()].some((id) => !connectedConnectorIds.has(id))
   useEffect(() => {
@@ -46,7 +113,7 @@ export function useMemberEnrollment({
         const next = new Map(
           [...current].filter(
             ([id, since]) =>
-              !connectedConnectorIds.has(id) && now - since < AWAITING_CONNECTION_TIMEOUT_MS
+              !connectedRef.current.has(id) && now - since < AWAITING_CONNECTION_TIMEOUT_MS
           )
         )
         return next.size === current.size ? current : next
@@ -54,27 +121,28 @@ export function useMemberEnrollment({
       for (const queryKey of membershipQueryKeys) {
         void queryClient.invalidateQueries({ queryKey })
       }
+      void queryClient.invalidateQueries({ queryKey: memberConnectorKeys.lists() })
     }, AWAITING_CONNECTION_POLL_MS)
     return () => clearInterval(timer)
-  }, [awaiting, connectedConnectorIds, membershipQueryKeys, queryClient])
+  }, [awaiting, membershipQueryKeys, queryClient])
 
   const connect = (knowledgeBaseId: string, connectorId: string) => {
     const tab = window.open('about:blank', '_blank')
-    if (tab) tab.opener = null
+    if (!tab) {
+      setPopupBlocked(true)
+      return
+    }
+    tab.opener = null
+    setPopupBlocked(false)
     startEnrollment(
       { knowledgeBaseId, connectorId },
       {
         onSuccess: ({ url }) => {
-          if (tab && !tab.closed) {
-            tab.location.href = url
-          } else {
-            window.location.assign(url)
-            return
-          }
+          tab.location.href = url
           setAwaitingSince((current) => new Map(current).set(connectorId, Date.now()))
         },
         onError: (err) => {
-          tab?.close()
+          tab.close()
           logger.error('Failed to start member enrollment', { error: err.message })
         },
       }
@@ -84,5 +152,10 @@ export function useMemberEnrollment({
   const isAwaiting = (connectorId: string) =>
     awaitingSince.has(connectorId) && !connectedConnectorIds.has(connectorId)
 
-  return { connect, isAwaiting, isPending, error: error?.message ?? null }
+  return {
+    connect,
+    isAwaiting,
+    isPending,
+    error: popupBlocked ? POPUP_BLOCKED_MESSAGE : (error?.message ?? null),
+  }
 }
diff --git a/apps/sim/lib/api/contracts/knowledge/connectors.test.ts b/apps/sim/lib/api/contracts/knowledge/connectors.test.ts
index c0d8118f9ec..5eeef18534f 100644
--- a/apps/sim/lib/api/contracts/knowledge/connectors.test.ts
+++ b/apps/sim/lib/api/contracts/knowledge/connectors.test.ts
@@ -60,6 +60,13 @@ describe('connector access binding contracts', () => {
     ).toBe(false)
   })
 
+  it('refuses a mode switch that names no mode', () => {
+    expect(updateConnectorAccessBodySchema.safeParse({}).success).toBe(false)
+    expect(updateConnectorAccessBodySchema.safeParse({ credentialId: 'cred-1' }).success).toBe(
+      false
+    )
+  })
+
   it('applies the same rules to a mode switch', () => {
     expect(
       updateConnectorAccessBodySchema.safeParse({
diff --git a/apps/sim/lib/api/contracts/knowledge/connectors.ts b/apps/sim/lib/api/contracts/knowledge/connectors.ts
index 86fb791a09a..c5cfacf43bc 100644
--- a/apps/sim/lib/api/contracts/knowledge/connectors.ts
+++ b/apps/sim/lib/api/contracts/knowledge/connectors.ts
@@ -4,7 +4,7 @@ import {
   knowledgeConnectorParamsSchema,
   successResponseSchema,
 } from '@/lib/api/contracts/knowledge/shared'
-import { booleanQueryFlagSchema } from '@/lib/api/contracts/primitives'
+import { booleanQueryFlagSchema, workspaceIdSchema } from '@/lib/api/contracts/primitives'
 import { defineRouteContract } from '@/lib/api/contracts/types'
 import {
   DEFAULT_KNOWLEDGE_CONNECTOR_DOCUMENT_PAGE_SIZE,
@@ -88,6 +88,8 @@ export const createConnectorBodySchema = z
 export const updateConnectorAccessBodySchema = z
   .object({
     ...connectorAccessBindingShape,
+    /** A switch names the mode it moves to; nothing is implied by omission. */
+    accessMode: connectorRequestedAccessModeSchema,
     credentialId: z.string().min(1).optional(),
   })
   .superRefine((value, ctx) => {
@@ -361,7 +363,7 @@ export type WorkspaceMemberConnector = z.output<typeof workspaceMemberConnectorS
 export const listWorkspaceMemberConnectorsContract = defineRouteContract({
   method: 'GET',
   path: '/api/knowledge/member-connectors',
-  query: z.object({ workspaceId: z.string().min(1) }),
+  query: z.object({ workspaceId: workspaceIdSchema }),
   response: {
     mode: 'json',
     schema: successResponseSchema(z.array(workspaceMemberConnectorSchema)),
diff --git a/apps/sim/lib/atlassian/discovery.ts b/apps/sim/lib/atlassian/discovery.ts
index d3016fbe312..a57cdfe8b66 100644
--- a/apps/sim/lib/atlassian/discovery.ts
+++ b/apps/sim/lib/atlassian/discovery.ts
@@ -204,9 +204,9 @@ export function atlassianDiscoveryKey(resource: string, accessToken: string): st
 }
 
 /**
- * The credential reaches no Atlassian site, or none matching the configured
- * domain. Typed so a caller acting for one person can tell "this person is
- * not on the site" from a transport failure.
+ * The credential reaches no Atlassian site at all. Typed so a caller acting
+ * for one person can tell "this person is not on the site" from a transport
+ * failure or a misconfigured domain.
  */
 export class AtlassianSiteNotAccessibleError extends Error {
   constructor(message: string) {
@@ -215,6 +215,14 @@ export class AtlassianSiteNotAccessibleError extends Error {
   }
 }
 
+/** The credential reaches sites, but none matches the configured domain. */
+export class AtlassianSiteNotMatchedError extends Error {
+  constructor(message: string) {
+    super(message)
+    this.name = 'AtlassianSiteNotMatchedError'
+  }
+}
+
 /**
  * Picks the `cloudId` for `domain` out of an `accessible-resources` payload.
  *
@@ -243,7 +251,7 @@ export function selectAtlassianCloudId(
 
   if (resources.length === 1) return resources[0].id
 
-  throw new AtlassianSiteNotAccessibleError(
+  throw new AtlassianSiteNotMatchedError(
     `Could not match ${product} domain "${domain}" to any accessible resource. ` +
       `Available sites: ${resources.map((r) => r.url).join(', ')}`
   )
diff --git a/apps/sim/lib/core/application/index.ts b/apps/sim/lib/core/application/index.ts
index e9c81f031e0..75d6ba3ce2d 100644
--- a/apps/sim/lib/core/application/index.ts
+++ b/apps/sim/lib/core/application/index.ts
@@ -42,8 +42,8 @@ export {
   PersonalApiKeysDisabledError,
   PrincipalKindAuthorizationError,
   requireAllowedWorkspacePrincipal,
+  requireCurrentHumanRole,
   requirePersonalApiKeysAllowed,
-  requireWorkspaceRole,
   WorkspaceApiKeyAuthorizationError,
   WorkspaceApiKeyScopeAuthorizationError,
 } from '@/lib/core/application/workspace-authorization'
diff --git a/apps/sim/lib/core/application/workspace-authorization.ts b/apps/sim/lib/core/application/workspace-authorization.ts
index cf2a41096dc..2b834162911 100644
--- a/apps/sim/lib/core/application/workspace-authorization.ts
+++ b/apps/sim/lib/core/application/workspace-authorization.ts
@@ -248,7 +248,7 @@ export async function requirePersonalApiKeysAllowed(
  * raising a role, rather than chasing an admin about a group setting that is
  * not why they were refused.
  */
-async function requireCurrentHumanRole<C extends WorkspaceAuthorizationContext>(
+export async function requireCurrentHumanRole<C extends WorkspaceAuthorizationContext>(
   userId: string,
   context: C,
   required: PermissionType,
@@ -271,14 +271,6 @@ async function requireCurrentHumanRole<C extends WorkspaceAuthorizationContext>(
  * enrolled member is an admin decision even though creating a connector is
  * not — so the operation keeps its role and the variant asserts its own.
  */
-export async function requireWorkspaceRole<C extends WorkspaceAuthorizationContext>(
-  userId: string,
-  context: C,
-  required: PermissionType
-): Promise<void> {
-  await requireCurrentHumanRole(userId, context, required)
-}
-
 async function requireCurrentHumanAccess<C extends WorkspaceAuthorizationContext>(
   userId: string,
   context: C,
diff --git a/apps/sim/lib/credential-groups/credentials.ts b/apps/sim/lib/credential-groups/credentials.ts
index f5d84e23c75..9ae83769012 100644
--- a/apps/sim/lib/credential-groups/credentials.ts
+++ b/apps/sim/lib/credential-groups/credentials.ts
@@ -60,6 +60,9 @@ export interface ManagedCredentialGroupBinding {
   optionStatus: 'active' | 'disabled' | null
 }
 
+/** Enrollment statuses under which a person's managed credentials count as theirs. */
+export const LIVE_ENROLLMENT_STATUSES = ['in_progress', 'completed'] as const
+
 /**
  * Whether a managed credential may be used right now: the credential, its
  * enrollment, its option, and its group are all live. Every consumer that
@@ -75,7 +78,7 @@ export function isManagedCredentialGroupBindingLive(
 ): boolean {
   return (
     binding.managedOauthStatus === 'active' &&
-    (binding.enrollmentStatus === 'in_progress' || binding.enrollmentStatus === 'completed') &&
+    (LIVE_ENROLLMENT_STATUSES as readonly string[]).includes(binding.enrollmentStatus) &&
     binding.groupStatus === 'active' &&
     binding.optionStatus === 'active'
   )
@@ -128,7 +131,7 @@ export async function loadCredentialGroupEnrollmentAccess(
         eq(user.id, userId),
         eq(user.emailVerified, true),
         eq(credentialGroupEnrollment.credentialGroupId, credentialGroupId),
-        inArray(credentialGroupEnrollment.status, ['in_progress', 'completed'])
+        inArray(credentialGroupEnrollment.status, [...LIVE_ENROLLMENT_STATUSES])
       )
     )
     .limit(1)
@@ -155,7 +158,7 @@ export async function loadCredentialGroupEnrollmentAccessForSubject(
     .where(
       and(
         eq(credentialGroupEnrollment.credentialGroupId, credentialGroupId),
-        inArray(credentialGroupEnrollment.status, ['in_progress', 'completed']),
+        inArray(credentialGroupEnrollment.status, [...LIVE_ENROLLMENT_STATUSES]),
         eq(credential.type, 'managed_oauth'),
         eq(credential.managedOauthStatus, 'active'),
         eq(credential.providerId, providerId),
@@ -359,7 +362,7 @@ export async function listCredentialGroupCredentialReferences({
       credentialProviderIds?.length
         ? inArray(credential.providerId, credentialProviderIds)
         : undefined,
-      inArray(credentialGroupEnrollment.status, ['in_progress', 'completed']),
+      inArray(credentialGroupEnrollment.status, [...LIVE_ENROLLMENT_STATUSES]),
     ],
     limit,
     cursor
diff --git a/apps/sim/lib/credential-groups/oauth.ts b/apps/sim/lib/credential-groups/oauth.ts
index 489120c2d40..131df11b1c0 100644
--- a/apps/sim/lib/credential-groups/oauth.ts
+++ b/apps/sim/lib/credential-groups/oauth.ts
@@ -96,9 +96,9 @@ async function assertCurrentPolicy(
   return policy
 }
 
-/** Builds a provider authorization URL after persisting a provider-bound one-time attempt. */
 const logger = createLogger('CredentialGroupOAuth')
 
+/** Builds a provider authorization URL after persisting a provider-bound one-time attempt. */
 export async function startCredentialGroupOAuth(
   context: CredentialGroupOAuthContext,
   invitationToken: string
@@ -303,18 +303,20 @@ async function persistGrant(
    * their next run; queue one now so their documents arrive within minutes.
    * Loaded lazily: credential groups do not otherwise depend on knowledge.
    */
-  const { dispatchMemberSyncsForCredentialOption } = await import(
-    '@/lib/knowledge/connectors/member-queue'
-  )
-  await dispatchMemberSyncsForCredentialOption({
-    workspaceId: context.workspaceId,
-    credentialGroupOptionId: context.option.id,
-  }).catch((error) => {
+  try {
+    const { dispatchMemberSyncsForCredentialOption } = await import(
+      '@/lib/knowledge/connectors/member-queue'
+    )
+    await dispatchMemberSyncsForCredentialOption({
+      workspaceId: context.workspaceId,
+      credentialGroupOptionId: context.option.id,
+    })
+  } catch (error) {
     logger.warn('Failed to queue member syncs after an account connected', {
       credentialGroupOptionId: context.option.id,
       error: getErrorMessage(error),
     })
-  })
+  }
   return completion
 }
 
diff --git a/apps/sim/lib/credential-groups/service.ts b/apps/sim/lib/credential-groups/service.ts
index 6bff6ee700d..f972603d77e 100644
--- a/apps/sim/lib/credential-groups/service.ts
+++ b/apps/sim/lib/credential-groups/service.ts
@@ -4,9 +4,12 @@ import {
   credential,
   credentialGroup,
   credentialGroupEnrollment,
+  knowledgeBase,
+  knowledgeConnector,
 } from '@sim/db/schema'
 import { generateId } from '@sim/utils/id'
-import { and, desc, eq, inArray } from 'drizzle-orm'
+import { and, desc, eq, inArray, isNull } from 'drizzle-orm'
+import { OrchestrationError } from '@/lib/core/orchestration/types'
 import {
   credentialGroupWorkflowAccessPolicyCodec,
   requireDefaultCredentialGroupWorkflowAccessPolicy,
@@ -210,6 +213,48 @@ export async function createCredentialGroup(
   })
 }
 
+/**
+ * Refuses to remove a group, or the given options of it, while a knowledge
+ * connector syncs per member through one of them: the connector would be left
+ * bound to nothing, and its members' documents dark, without anyone choosing
+ * that. `optionIds` null means the whole group.
+ */
+async function refuseIfServingMemberConnectors(
+  executor: DbOrTx,
+  workspaceId: string,
+  groupId: string,
+  optionIds: readonly string[] | null
+): Promise<void> {
+  if (optionIds !== null && optionIds.length === 0) return
+  const serving = await executor
+    .select({
+      knowledgeBaseName: knowledgeBase.name,
+      connectorType: knowledgeConnector.connectorType,
+    })
+    .from(knowledgeConnector)
+    .innerJoin(knowledgeBase, eq(knowledgeBase.id, knowledgeConnector.knowledgeBaseId))
+    .where(
+      and(
+        eq(knowledgeBase.workspaceId, workspaceId),
+        eq(knowledgeConnector.accessMode, 'members'),
+        eq(knowledgeConnector.credentialGroupId, groupId),
+        optionIds === null
+          ? undefined
+          : inArray(knowledgeConnector.credentialGroupOptionId, [...optionIds]),
+        isNull(knowledgeConnector.deletedAt)
+      )
+    )
+    .limit(5)
+  if (serving.length === 0) return
+  const names = serving
+    .map((row) => `the ${row.connectorType} connector in "${row.knowledgeBaseName}"`)
+    .join(', ')
+  throw new OrchestrationError(
+    'conflict',
+    `${optionIds === null ? 'This Credential Group' : 'An option being removed'} is what ${names} ${serving.length === 1 ? 'syncs' : 'sync'} per member through. Switch ${serving.length === 1 ? 'that connector' : 'those connectors'} to another group first.`
+  )
+}
+
 export async function deleteCredentialGroup(
   workspaceId: string,
   groupId: string
@@ -223,6 +268,7 @@ export async function deleteCredentialGroup(
       .for('update')
     if (!existing) return false
 
+    await refuseIfServingMemberConnectors(tx, workspaceId, groupId, null)
     await deleteResourcePolicyForResource(
       { workspaceId, resourceType: 'credential_group', resourceId: groupId },
       tx
@@ -250,6 +296,17 @@ export async function updateCredentialGroup(
       .for('update')
     if (!existing) return null
 
+    if (body.options !== undefined) {
+      const keptOptionIds = new Set(body.options.map((option) => option.id))
+      await refuseIfServingMemberConnectors(
+        tx,
+        workspaceId,
+        groupId,
+        existing.options
+          .filter((option) => !keptOptionIds.has(option.id))
+          .map((option) => option.id)
+      )
+    }
     const nextOptions =
       body.options !== undefined
         ? await updateOptions(workspaceId, groupId, body.options, existing.options, tx)
diff --git a/apps/sim/lib/knowledge/access/predicate.test.ts b/apps/sim/lib/knowledge/access/predicate.test.ts
index 59f4bc7e8b8..3b7db9828f3 100644
--- a/apps/sim/lib/knowledge/access/predicate.test.ts
+++ b/apps/sim/lib/knowledge/access/predicate.test.ts
@@ -2,10 +2,12 @@
  * @vitest-environment node
  */
 
-// Renders the real predicate against the real drizzle dialect and schema. The
-// shared client sets `fetch_types: false` (packages/db/db.ts), under which an
-// array bound as one parameter fails at execution with 22P02, so the assertion
-// that matters is that every bind is a scalar.
+/**
+ * Renders the real predicate against the real drizzle dialect and schema. The
+ * shared client sets `fetch_types: false` (packages/db/db.ts), under which an
+ * array bound as one parameter fails at execution with 22P02, so the assertion
+ * that matters is that every bind is a scalar.
+ */
 import { describe, expect, it, vi } from 'vitest'
 
 vi.unmock('drizzle-orm')
diff --git a/apps/sim/lib/knowledge/access/predicate.ts b/apps/sim/lib/knowledge/access/predicate.ts
index eb9326f5bea..2612e75938f 100644
--- a/apps/sim/lib/knowledge/access/predicate.ts
+++ b/apps/sim/lib/knowledge/access/predicate.ts
@@ -15,8 +15,17 @@ import type { KnowledgeAccessScope, SystemAccessScope } from '@/lib/knowledge/ac
 export function knowledgeAccessCondition(scope: KnowledgeAccessScope | SystemAccessScope): SQL {
   if (scope.kind === 'system') return sql`true`
   if (scope.tokens.length === 0) return sql`false`
-  return sql`${document.acl} && ARRAY[${sql.join(
-    scope.tokens.map((token) => sql`${token}`),
+  return sql`${document.acl} && ${textArrayLiteral(scope.tokens)}`
+}
+
+/**
+ * A `text[]` literal assembled from scalar binds, for comparing against an
+ * ACL column. Every place that compares ACLs builds its array this way, for
+ * the `fetch_types: false` reason above.
+ */
+export function textArrayLiteral(values: readonly string[]): SQL {
+  return sql`ARRAY[${sql.join(
+    values.map((value) => sql`${value}`),
     sql`, `
   )}]::text[]`
 }
diff --git a/apps/sim/lib/knowledge/access/scope.ts b/apps/sim/lib/knowledge/access/scope.ts
index 7298e676754..3cae9340d40 100644
--- a/apps/sim/lib/knowledge/access/scope.ts
+++ b/apps/sim/lib/knowledge/access/scope.ts
@@ -5,6 +5,7 @@ import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
 import { and, eq, inArray, sql } from 'drizzle-orm'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
+import { LIVE_ENROLLMENT_STATUSES } from '@/lib/credential-groups/credentials'
 import { isKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
 import { sortAccessTokens, subjectToken } from '@/lib/knowledge/access/tokens'
 import {
@@ -23,7 +24,6 @@ export const WORKSPACE_ACCESS_SCOPE: WorkspaceAccessScope = Object.freeze({
 })
 
 /** Enrollment states under which a credential-group membership counts as live. */
-const LIVE_ENROLLMENT_STATUSES = ['in_progress', 'completed'] as const
 
 export interface KnowledgeAccessScopeContext {
   /** Undefined only for a legacy personal knowledge base, which cannot own connectors. */
@@ -51,6 +51,16 @@ async function loadUserAccessTokens(
    */
   const workspaceAccess = await checkWorkspaceAccess(workspaceId, userId)
   if (!workspaceAccess.hasAccess) return [...WORKSPACE_ACCESS_TOKENS]
+  /**
+   * A member token only counts where permission-aware knowledge is on, so
+   * turning the feature off hides every member-scoped document at once — on
+   * the next read, before any run has suspended anyone — rather than leaving
+   * enrolled members reading them until a run happens to land. Read first, so
+   * a workspace without the feature never pays for the enrollment join.
+   */
+  if (!(await isKnowledgeMemberAccessAvailable({ workspaceId }))) {
+    return [...WORKSPACE_ACCESS_TOKENS]
+  }
 
   const rows = await db
     .select({
@@ -107,15 +117,6 @@ async function loadUserAccessTokens(
       })
     }
   }
-  /**
-   * A member token only counts where permission-aware knowledge is on, so
-   * turning the feature off hides every member-scoped document at once — on
-   * the next read, before any run has suspended anyone — rather than leaving
-   * enrolled members reading them until a run happens to land.
-   */
-  if (subjectTokens.size > 0 && !(await isKnowledgeMemberAccessAvailable({ workspaceId }))) {
-    return [...WORKSPACE_ACCESS_TOKENS]
-  }
   return sortAccessTokens(new Set([...WORKSPACE_ACCESS_TOKENS, ...subjectTokens]))
 }
 
diff --git a/apps/sim/lib/knowledge/access/tokens.ts b/apps/sim/lib/knowledge/access/tokens.ts
index dc2841edc58..ff4cedfc63b 100644
--- a/apps/sim/lib/knowledge/access/tokens.ts
+++ b/apps/sim/lib/knowledge/access/tokens.ts
@@ -1,4 +1,4 @@
-import { PUBLIC_ACCESS_TOKEN, WORKSPACE_ACCESS_TOKEN } from '@/lib/knowledge/access/types'
+import { WORKSPACE_ACCESS_TOKEN } from '@/lib/knowledge/access/types'
 
 /**
  * Shape of one access token, mirroring `doc_acl_token_shape_check` in the
@@ -60,9 +60,3 @@ export function sortAccessTokens(tokens: Iterable<string>): string[] {
   unique.sort((left, right) => (left < right ? -1 : left > right ? 1 : 0))
   return unique
 }
-
-/**
- * The ACL of a members-mode document: the sorted subject tokens of its active
- * observers. Rejects anything that is not a well-formed token so a malformed
- * value fails here rather than denying access silently.
- */
diff --git a/apps/sim/lib/knowledge/api/internal-route.test.ts b/apps/sim/lib/knowledge/api/internal-route.test.ts
index 4d69fea1e32..de40cb0269e 100644
--- a/apps/sim/lib/knowledge/api/internal-route.test.ts
+++ b/apps/sim/lib/knowledge/api/internal-route.test.ts
@@ -11,6 +11,7 @@ import {
 import {
   internalKnowledgeProvenanceUserId,
   resolveInternalKnowledgeBillingAttribution,
+  toInternalKnowledgeConnector,
 } from '@/lib/knowledge/api/internal-route'
 import { resolveKnowledgeAttributedUserId } from '@/lib/knowledge/application/billing'
 
@@ -127,3 +128,42 @@ describe('internal Knowledge execution attribution', () => {
     ).rejects.toThrow('does not match the authenticated request scope')
   })
 })
+
+describe('toInternalKnowledgeConnector', () => {
+  const row = {
+    id: 'connector-1',
+    knowledgeBaseId: 'kb-1',
+    connectorType: 'google_drive',
+    credentialId: null,
+    sourceConfig: {},
+    syncMode: null,
+    syncIntervalMinutes: 60,
+    status: 'active' as const,
+    lastSyncAt: null,
+    lastSyncError: null,
+    lastSyncDocCount: null,
+    nextSyncAt: null,
+    consecutiveFailures: 0,
+    accessMode: 'members' as const,
+    credentialGroupId: 'group-1',
+    credentialGroupOptionId: 'option-1',
+    memberSyncStatus: 'idle' as const,
+    lastMemberSyncAt: null,
+    nextMemberSyncAt: null,
+    lastMemberSyncError: null,
+    memberSyncConsecutiveFailures: 0,
+    accessRewritePending: false,
+    createdAt: new Date('2026-09-01T00:00:00Z'),
+    updatedAt: new Date('2026-09-01T00:00:00Z'),
+  }
+
+  it('presents a mutation result, which carries no viewer membership, as null', () => {
+    expect(toInternalKnowledgeConnector(row).viewerMembership).toBeNull()
+  })
+
+  it('keeps the membership a read resolved for the viewer', () => {
+    expect(
+      toInternalKnowledgeConnector({ ...row, viewerMembership: 'invited' }).viewerMembership
+    ).toBe('invited')
+  })
+})
diff --git a/apps/sim/lib/knowledge/api/internal-route.ts b/apps/sim/lib/knowledge/api/internal-route.ts
index 9377289cbe9..43d91dafd40 100644
--- a/apps/sim/lib/knowledge/api/internal-route.ts
+++ b/apps/sim/lib/knowledge/api/internal-route.ts
@@ -135,9 +135,12 @@ export function toInternalKnowledgeConnector<
     nextSyncAt: Date | string | null
     lastMemberSyncAt: Date | string | null
     nextMemberSyncAt: Date | string | null
+    viewerMembership?: ConnectorData['viewerMembership']
   },
 >(connector: T): ConnectorData {
   return connectorDataSchema.parse({
+    /** A mutation answers with the row alone; only a viewer's read carries their membership. */
+    viewerMembership: null,
     ...connector,
     createdAt: serializeDate(connector.createdAt),
     updatedAt: serializeDate(connector.updatedAt),
diff --git a/apps/sim/lib/knowledge/application/connectors.ts b/apps/sim/lib/knowledge/application/connectors.ts
index f6c5a4287ca..bd515ea31cd 100644
--- a/apps/sim/lib/knowledge/application/connectors.ts
+++ b/apps/sim/lib/knowledge/application/connectors.ts
@@ -13,7 +13,7 @@ import {
 import { and, asc, count, desc, eq, inArray, isNull, lt, or, sql } from 'drizzle-orm'
 import { decryptApiKey } from '@/lib/api-key/crypto'
 import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
-import { requireWorkspaceRole } from '@/lib/core/application'
+import { requireCurrentHumanRole } from '@/lib/core/application'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { generateRequestId } from '@/lib/core/utils/request'
 import {
@@ -34,7 +34,10 @@ import {
   resolveKnowledgeWorkspaceContext,
 } from '@/lib/knowledge/application/contexts'
 import { knowledgeOperations } from '@/lib/knowledge/application/operations'
-import { resolveViewerConnectorMemberships } from '@/lib/knowledge/connectors/member-provisioning'
+import {
+  resolveViewerConnectorMemberships,
+  type ViewerConnectorMembership,
+} from '@/lib/knowledge/connectors/member-provisioning'
 import { MEMBER_OBSERVATION_STALE_AFTER_HOURS } from '@/lib/knowledge/connectors/sync-limits'
 import {
   DEFAULT_KNOWLEDGE_CONNECTOR_DOCUMENT_PAGE_SIZE,
@@ -326,7 +329,7 @@ export const listKnowledgeConnectors = defineAuthorizedKnowledgeUseCase({
         : await orderedQuery.limit(input.limit + 1).offset(offset)
     const hasMore = input.limit !== undefined && rows.length > input.limit
     const page = input.limit === undefined ? rows : rows.slice(0, input.limit)
-    const viewerUserId = resolvePrincipalSubjectUserId(principal)
+    const viewerUserId = principal.kind === 'session' ? principal.userId : null
     const memberships =
       viewerUserId && context.workspaceId
         ? await resolveViewerConnectorMemberships({
@@ -334,7 +337,7 @@ export const listKnowledgeConnectors = defineAuthorizedKnowledgeUseCase({
             workspaceId: context.workspaceId,
             connectors: page,
           })
-        : new Map()
+        : new Map<string, ViewerConnectorMembership>()
     return {
       connectors: page.map(({ encryptedApiKey: _encryptedApiKey, ...rest }) => ({
         ...rest,
@@ -396,7 +399,10 @@ export const listWorkspaceMemberConnectors = defineAuthorizedKnowledgeUseCase({
       connectors: rows.flatMap((row) => {
         const viewerMembership = memberships.get(row.id)
         if (!isMemberSyncStatus(row.memberSyncStatus)) {
-          throw new Error(`Unexpected member sync status ${row.memberSyncStatus}`)
+          throw new OrchestrationError(
+            'conflict',
+            `Unexpected member sync status ${row.memberSyncStatus}`
+          )
         }
         return viewerMembership
           ? [
@@ -440,10 +446,12 @@ export const readKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
         .where(eq(knowledgeConnectorMemberSyncLog.connectorId, context.connectorId))
         .orderBy(desc(knowledgeConnectorMemberSyncLog.startedAt))
         .limit(10),
-      summarizeConnectorMembers(context.connectorId, connector.syncIntervalMinutes),
+      connector.accessMode === 'members'
+        ? summarizeConnectorMembers(context.connectorId, connector.syncIntervalMinutes)
+        : { active: 0, suspended: 0, stale: 0 },
     ])
     const { encryptedApiKey: _encryptedApiKey, ...connectorData } = connector
-    const viewerUserId = resolvePrincipalSubjectUserId(principal)
+    const viewerUserId = principal.kind === 'session' ? principal.userId : null
     const memberships =
       viewerUserId && context.workspaceId
         ? await resolveViewerConnectorMemberships({
@@ -451,7 +459,7 @@ export const readKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
             workspaceId: context.workspaceId,
             connectors: [connector],
           })
-        : new Map()
+        : new Map<string, ViewerConnectorMembership>()
     return {
       connector: {
         ...connectorData,
@@ -530,7 +538,7 @@ export const createKnowledgeConnector = defineAuthorizedKnowledgeUseCase({
           'A members-mode connector needs a signed-in admin'
         )
       }
-      await requireWorkspaceRole(subjectUserId, context, 'admin')
+      await requireCurrentHumanRole(subjectUserId, context, 'admin')
       const connectorMeta = getConnectorMeta(input.connectorType)
       if (!connectorMeta) {
         throw new OrchestrationError('validation', `Unknown connector type: ${input.connectorType}`)
diff --git a/apps/sim/lib/knowledge/application/knowledge-bases.ts b/apps/sim/lib/knowledge/application/knowledge-bases.ts
index 13c5cca04df..95d5f072452 100644
--- a/apps/sim/lib/knowledge/application/knowledge-bases.ts
+++ b/apps/sim/lib/knowledge/application/knowledge-bases.ts
@@ -57,6 +57,7 @@ import type {
   KnowledgeOrchestrationResult,
 } from '@/lib/knowledge/orchestration/shared'
 import {
+  attachKnowledgeBaseConnectors,
   createAuthorizedKnowledgeBase,
   deleteKnowledgeBase,
   getKnowledgeBaseById,
@@ -345,7 +346,7 @@ async function executeReadKnowledgeBase(args: {
     { maxRows: MAX_KNOWLEDGE_FOLDERS_PER_WORKSPACE }
   )
   return {
-    knowledgeBase: args.context.knowledgeBase,
+    knowledgeBase: await attachKnowledgeBaseConnectors(args.context.knowledgeBase),
     folderPath: knowledgeFolderPathForId(index, args.context.knowledgeBase.folderId),
   }
 }
@@ -397,25 +398,15 @@ async function executeDeleteKnowledgeBase(args: {
 
 export const listKnowledgeBases = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.list,
-  resolveContext: ({
-    principal,
-    input,
-  }: {
-    principal: Principal
-    input: ListKnowledgeBasesInput
-  }) => resolveKnowledgeWorkspaceContext(input),
+  resolveContext: ({ input }: { input: ListKnowledgeBasesInput }) =>
+    resolveKnowledgeWorkspaceContext(input),
   execute: executeListKnowledgeBases,
 })
 
 export const listKnowledgeBaseCatalog = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.list,
-  resolveContext: ({
-    principal,
-    input,
-  }: {
-    principal: Principal
-    input: ListKnowledgeBasesInput
-  }) => resolveKnowledgeWorkspaceContext(input),
+  resolveContext: ({ input }: { input: ListKnowledgeBasesInput }) =>
+    resolveKnowledgeWorkspaceContext(input),
   async execute({ input, context }): Promise<ListKnowledgeBaseCatalogResult> {
     const result = await executeListKnowledgeBases({ input, context })
     const knowledgeBaseIds = result.knowledgeBases.map(({ knowledgeBase }) => knowledgeBase.id)
@@ -555,13 +546,8 @@ export const listInternalKnowledgeBases = {
 
 export const createKnowledgeBase = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.create,
-  resolveContext: ({
-    principal,
-    input,
-  }: {
-    principal: Principal
-    input: CreateKnowledgeBaseInput
-  }) => resolveKnowledgeWorkspaceContext(input),
+  resolveContext: ({ input }: { input: CreateKnowledgeBaseInput }) =>
+    resolveKnowledgeWorkspaceContext(input),
   execute: executeCreateKnowledgeBase,
   projectAudit: ({ input, result }) => ({
     action: AuditAction.KNOWLEDGE_BASE_CREATED,
diff --git a/apps/sim/lib/knowledge/connectors/member-access.ts b/apps/sim/lib/knowledge/connectors/member-access.ts
index 2b2cfd71e5d..6428a8c55d9 100644
--- a/apps/sim/lib/knowledge/connectors/member-access.ts
+++ b/apps/sim/lib/knowledge/connectors/member-access.ts
@@ -378,8 +378,9 @@ function isCapFieldSet(value: unknown): boolean {
 }
 
 /**
- * The source config without its listing caps. A cap has no meaning once a
- * connector syncs per member, so the switch clears it rather than refusing a
+ * The source config with its listing caps set to 0, which every connector
+ * reads as unlimited (an absent cap falls back to a connector's default). A
+ * cap has no meaning once a connector syncs per member, so the switch clears it rather than refusing a
  * connector the admin can no longer see the field on.
  */
 export function stripListingCapFields(
@@ -389,7 +390,7 @@ export function stripListingCapFields(
   const capFieldIds = connectorMeta.permissionScopedListing?.capFieldIds ?? []
   if (capFieldIds.length === 0) return sourceConfig
   const stripped = { ...sourceConfig }
-  for (const fieldId of capFieldIds) delete stripped[fieldId]
+  for (const fieldId of capFieldIds) stripped[fieldId] = 0
   return stripped
 }
 
diff --git a/apps/sim/lib/knowledge/connectors/member-observations.ts b/apps/sim/lib/knowledge/connectors/member-observations.ts
index 8684c847259..0bed21ab984 100644
--- a/apps/sim/lib/knowledge/connectors/member-observations.ts
+++ b/apps/sim/lib/knowledge/connectors/member-observations.ts
@@ -20,6 +20,7 @@ import {
   sql,
 } from 'drizzle-orm'
 import type { DbOrTx } from '@/lib/db/types'
+import { textArrayLiteral } from '@/lib/knowledge/access/predicate'
 import {
   MEMBER_OBSERVATION_STALE_AFTER_HOURS,
   MEMBER_PURGE_MAX_PER_RUN,
@@ -168,6 +169,44 @@ export async function listObservedDocumentIds(
  * document id that was detached or re-owned since it was collected is left
  * alone.
  */
+/** Documents rewritten per statement while a mode switch rewrites a connector's ACLs. */
+const ACCESS_REWRITE_BATCH_SIZE = 1000
+
+/**
+ * Rewrites every document ACL of the connector to `target`, in bounded
+ * batches, until done or `deadlineAt` passes. Returns whether every row was
+ * rewritten. `beforeBatch` runs ahead of each statement, for a lease heartbeat.
+ */
+export async function rewriteConnectorAcls(
+  connectorId: string,
+  target: readonly string[],
+  options: { deadlineAt?: number; beforeBatch?: () => Promise<void> } = {}
+): Promise<boolean> {
+  const mismatch =
+    target.length === 0
+      ? sql`cardinality(${document.acl}) > 0`
+      : sql`${document.acl} <> ${textArrayLiteral(target)}`
+  for (;;) {
+    await options.beforeBatch?.()
+    const rewritten = await db
+      .update(document)
+      .set({ acl: [...target] })
+      .where(
+        eq(
+          document.id,
+          sql`ANY(ARRAY(
+            SELECT ${document.id} FROM ${document}
+            WHERE ${document.connectorId} = ${connectorId} AND ${mismatch}
+            LIMIT ${ACCESS_REWRITE_BATCH_SIZE}
+          ))`
+        )
+      )
+      .returning({ id: document.id })
+    if (rewritten.length < ACCESS_REWRITE_BATCH_SIZE) return true
+    if (options.deadlineAt !== undefined && Date.now() >= options.deadlineAt) return false
+  }
+}
+
 export async function materializeDocumentAcls(
   connectorId: string,
   documentIds: Iterable<string>
@@ -273,20 +312,22 @@ export async function applyMemberDocumentLifecycle(input: {
           .returning({ id: document.id })
 
   const purgeCutoff = new Date(now.getTime() - MEMBER_TOMBSTONE_PURGE_DAYS * 24 * 60 * 60 * 1000)
-  const purgeCandidates = await db
-    .select({ id: document.id })
-    .from(document)
-    .where(
-      and(
-        eq(document.connectorId, connectorId),
-        eq(document.userExcluded, false),
-        isNull(document.archivedAt),
-        isNotNull(document.deletedAt),
-        lt(document.deletedAt, purgeCutoff),
-        hasNoObservation()
-      )
-    )
-    .limit(MEMBER_PURGE_MAX_PER_RUN)
+  const purgeCandidates = input.allowRemoval
+    ? await db
+        .select({ id: document.id })
+        .from(document)
+        .where(
+          and(
+            eq(document.connectorId, connectorId),
+            eq(document.userExcluded, false),
+            isNull(document.archivedAt),
+            isNotNull(document.deletedAt),
+            lt(document.deletedAt, purgeCutoff),
+            hasNoObservation()
+          )
+        )
+        .limit(MEMBER_PURGE_MAX_PER_RUN)
+    : []
 
   const guard: ConnectorSyncDeletionGuard = {
     connectorId,
@@ -296,7 +337,7 @@ export async function applyMemberDocumentLifecycle(input: {
   }
   let purged = 0
   const purgeIds = purgeCandidates.map((row) => row.id)
-  for (let offset = 0; input.allowRemoval && offset < purgeIds.length; offset += PURGE_CHUNK_SIZE) {
+  for (let offset = 0; offset < purgeIds.length; offset += PURGE_CHUNK_SIZE) {
     await input.lease.beatIfDue()
     purged += await hardDeleteDocuments(
       purgeIds.slice(offset, offset + PURGE_CHUNK_SIZE),
@@ -321,9 +362,11 @@ export interface StaleMemberSweepResult {
  * Removes the observations of members whose crawls have stopped, so the
  * documents only they observed go dark instead of staying readable forever.
  *
- * Fail-closed but schedule-relative: an active member is swept only when both
- * their last start and their last complete listing are older than
- * `max(24 h, 2 × interval)`, so queue lag in a large group never trips it. A
+ * Fail-closed but schedule-relative: an active member is swept only when the
+ * connector itself completed a run inside `max(24 h, 2 × interval)` while both
+ * the member's last start and last complete listing are older than that, so
+ * queue lag in a large group, a deferred connector, or one on its failure
+ * ladder never trips it. A
  * suspended member is not swept at all: suspension already drops their token
  * from every ACL, and their observations are kept so a re-auth restores access
  * without a re-crawl until membership reconciliation purges the row after
@@ -348,10 +391,17 @@ export async function sweepStaleMemberObservations(now: Date): Promise<StaleMemb
       and(
         eq(knowledgeConnector.accessMode, 'members'),
         /** Only a connector that is meant to be crawling can have stopped crawling. */
-        eq(knowledgeConnector.status, 'active'),
+        inArray(knowledgeConnector.status, ['active', 'error']),
         gt(knowledgeConnector.syncIntervalMinutes, 0),
         isNull(knowledgeConnector.archivedAt),
         isNull(knowledgeConnector.deletedAt),
+        /**
+         * Only a connector that is still completing runs can have left a member
+         * behind; one that is deferred, disabled, or backing off keeps every
+         * observation until it runs again.
+         */
+        ne(knowledgeConnector.memberSyncStatus, 'disabled'),
+        gt(knowledgeConnector.lastMemberSyncAt, cutoff),
         exists(
           db
             .select({ one: sql`1` })
diff --git a/apps/sim/lib/knowledge/connectors/member-sync-engine.test.ts b/apps/sim/lib/knowledge/connectors/member-sync-engine.test.ts
index d51c99419e0..ba573316dab 100644
--- a/apps/sim/lib/knowledge/connectors/member-sync-engine.test.ts
+++ b/apps/sim/lib/knowledge/connectors/member-sync-engine.test.ts
@@ -24,6 +24,7 @@ import {
   buildMemberSyncFailureUpdate,
   deriveMemberActive,
   memberFailureBackoffMs,
+  memberNextAttemptAt,
   nextMemberSyncTime,
   shouldListFully,
 } from '@/lib/knowledge/connectors/member-sync-engine'
@@ -180,6 +181,18 @@ describe('member sync engine decisions', () => {
     })
   })
 
+  describe('memberNextAttemptAt', () => {
+    const now = new Date('2026-09-01T12:00:00Z')
+
+    it('is exactly one interval on, with no jitter, so the connector run finds the member due', () => {
+      expect(memberNextAttemptAt(now, 60)).toEqual(new Date('2026-09-01T13:00:00Z'))
+    })
+
+    it('waits for the next manual run on a manual-only connector', () => {
+      expect(memberNextAttemptAt(now, 0)).toBeNull()
+    })
+  })
+
   describe('memberFailureBackoffMs', () => {
     it('doubles on the connector interval and caps at a day', () => {
       expect(memberFailureBackoffMs(1, 60)).toBe(60 * 60 * 1000)
diff --git a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
index 906ef87fc87..42df625f531 100644
--- a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
+++ b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
@@ -1,5 +1,6 @@
 import { db } from '@sim/db'
 import {
+  credential,
   document,
   knowledgeBase,
   knowledgeConnector,
@@ -10,7 +11,8 @@ import { createLogger } from '@sim/logger'
 import { getErrorMessage, toError } from '@sim/utils/errors'
 import { generateId } from '@sim/utils/id'
 import { randomInt } from '@sim/utils/random'
-import { and, eq, inArray, isNull, lte, sql } from 'drizzle-orm'
+import { and, eq, inArray, isNull, lte, notExists, sql } from 'drizzle-orm'
+import { LRUCache } from 'lru-cache'
 import {
   assertBillingAttributionSnapshot,
   type BillingAttributionSnapshot,
@@ -34,6 +36,7 @@ import {
   recordMemberObservations,
   removeMemberObservationsForDocuments,
   removeUnseenMemberObservations,
+  rewriteConnectorAcls,
 } from '@/lib/knowledge/connectors/member-observations'
 import { inviteWorkspaceMembersToCredentialGroup } from '@/lib/knowledge/connectors/member-provisioning'
 import {
@@ -86,10 +89,10 @@ const logger = createLogger('ConnectorMemberSyncEngine')
 const HYDRATION_OBSERVER_ATTEMPTS = 3
 /** A minted token is reused for this long before the member is re-minted. */
 const MEMBER_TOKEN_REUSE_MS = 45 * 60 * 1000
+/** Members whose tokens one run keeps at once; a memory backstop, not a working-set limit. */
+const MEMBER_TOKEN_CACHE_MAX = 10_000
 /** Overlap subtracted from a member's incremental watermark, covering source clock skew. */
 const INCREMENTAL_OVERLAP_MS = 5 * 60 * 1000
-/** Rows rewritten per statement while finishing a mode switch's ACL rewrite. */
-const ACCESS_REWRITE_BATCH_SIZE = 1000
 /** Member rows read per page while reconciling membership. */
 const MEMBER_CREDENTIAL_PAGE_SIZE = 100
 /** Backoff ceiling for one member's failure ladder. */
@@ -152,6 +155,11 @@ interface MemberListingOutcome {
    * retry cannot improve on, such as a capped or truncated source.
    */
   resumable: boolean
+  /**
+   * The member was the run's only claim and still ran out of budget: a listing
+   * no run can finish alone, so it backs off instead of re-dispatching forever.
+   */
+  exhaustedRunAlone: boolean
   suspect: boolean
   /** Cursor to store when this outcome lands: a value, null to close the feed, undefined to leave it. */
   changeCursor: string | null | undefined
@@ -283,6 +291,15 @@ export function buildMemberSyncFailureUpdate(
   }
 }
 
+/**
+ * When a member who completed is next due: exactly one interval on, with no
+ * jitter, so they are due whenever the connector's own (jittered) run lands.
+ * Null on a manual-only connector: with its next manual run.
+ */
+export function memberNextAttemptAt(now: Date, syncIntervalMinutes: number): Date | null {
+  return syncIntervalMinutes > 0 ? new Date(now.getTime() + syncIntervalMinutes * 60_000) : null
+}
+
 /** The next scheduled run: immediately while members remain due, else the interval plus jitter. */
 export function nextMemberSyncTime(
   now: Date,
@@ -351,14 +368,12 @@ function createMemberTokenCache(input: {
   connectorConfig: Pick<ConnectorConfig, 'auth'>
   credentialIdByMemberId: Map<string, string>
 }): MemberTokenCache {
-  const tokens = new Map<string, { accessToken: string; mintedAtMs: number }>()
   const { auth } = input.connectorConfig
   if (auth.mode !== 'oauth') throw new Error('Members mode requires an OAuth connector')
-  return {
-    async get(memberId) {
-      const cached = tokens.get(memberId)
-      if (cached && Date.now() - cached.mintedAtMs < MEMBER_TOKEN_REUSE_MS)
-        return cached.accessToken
+  const tokens = new LRUCache<string, string>({
+    max: MEMBER_TOKEN_CACHE_MAX,
+    ttl: MEMBER_TOKEN_REUSE_MS,
+    fetchMethod: async (memberId) => {
       const credentialId = input.credentialIdByMemberId.get(memberId)
       if (!credentialId) throw new Error(`Member ${memberId} has no credential in this run`)
       const minted = await mintKnowledgeConnectorMemberToken({
@@ -370,9 +385,15 @@ function createMemberTokenCache(input: {
         runId: input.run.runId,
       })
       input.run.result.credentialsAudited += 1
-      tokens.set(memberId, { accessToken: minted.accessToken, mintedAtMs: Date.now() })
       return minted.accessToken
     },
+  })
+  return {
+    async get(memberId) {
+      const accessToken = await tokens.fetch(memberId)
+      if (!accessToken) throw new Error(`No token could be minted for member ${memberId}`)
+      return accessToken
+    },
   }
 }
 
@@ -420,27 +441,7 @@ async function insertMemberSyncLog(runId: string, connectorId: string, startedAt
  * makes it visible again.
  */
 async function finishPendingAccessRewrite(run: MemberSyncRun): Promise<void> {
-  for (;;) {
-    await run.lease.beatIfDue()
-    const rewritten = await db
-      .update(document)
-      .set({ acl: [...EMPTY_ACL] })
-      .where(
-        and(
-          eq(
-            document.id,
-            sql`ANY(ARRAY(
-            SELECT ${document.id} FROM ${document}
-            WHERE ${document.connectorId} = ${run.connectorId}
-              AND cardinality(${document.acl}) > 0
-            LIMIT ${ACCESS_REWRITE_BATCH_SIZE}
-          ))`
-          )
-        )
-      )
-      .returning({ id: document.id })
-    if (rewritten.length < ACCESS_REWRITE_BATCH_SIZE) break
-  }
+  await rewriteConnectorAcls(run.connectorId, EMPTY_ACL, { beforeBatch: run.lease.beatIfDue })
   await db
     .update(knowledgeConnector)
     .set({ accessRewritePending: false, updatedAt: new Date() })
@@ -649,8 +650,11 @@ async function claimNextMember(run: MemberSyncRun): Promise<MemberRow | null> {
  * connector's next run" — a member that completed on a manual-only connector
  * — and must not keep the connector re-dispatching itself.
  */
-async function countDueMembers(run: MemberSyncRun): Promise<number> {
-  const [row] = await db
+async function countDueMembers(
+  run: MemberSyncRun,
+  binding: { credentialGroupOptionId: string }
+): Promise<number> {
+  const [due] = await db
     .select({ count: sql<number>`count(*)::int` })
     .from(knowledgeConnectorMember)
     .where(
@@ -660,7 +664,30 @@ async function countDueMembers(run: MemberSyncRun): Promise<number> {
         lte(knowledgeConnectorMember.nextAttemptAt, new Date())
       )
     )
-  return row?.count ?? 0
+  /** An account that connected while this run was listing has no member row yet. */
+  const [unenrolled] = await db
+    .select({ count: sql<number>`count(*)::int` })
+    .from(credential)
+    .where(
+      and(
+        eq(credential.workspaceId, run.workspaceId),
+        eq(credential.credentialGroupOptionId, binding.credentialGroupOptionId),
+        eq(credential.type, 'managed_oauth'),
+        eq(credential.managedOauthStatus, 'active'),
+        notExists(
+          db
+            .select({ one: sql`1` })
+            .from(knowledgeConnectorMember)
+            .where(
+              and(
+                eq(knowledgeConnectorMember.connectorId, run.connectorId),
+                eq(knowledgeConnectorMember.credentialId, credential.id)
+              )
+            )
+        )
+      )
+    )
+  return (due?.count ?? 0) + (unenrolled?.count ?? 0)
 }
 
 async function recordMemberFailure(
@@ -865,6 +892,7 @@ async function applyMemberListing(
     if (documentId) seenDocumentIds.push(documentId)
   }
   const removesAllowed = outcome.mode === 'full' && outcome.complete && !outcome.suspect
+  const exhaustedFailures = (outcome.member.consecutiveFailures ?? 0) + 1
   const now = new Date()
 
   await db.transaction(async (tx) => {
@@ -898,12 +926,18 @@ async function applyMemberListing(
     await tx
       .update(knowledgeConnectorMember)
       .set({
-        consecutiveFailures: 0,
-        lastError: null,
+        ...(outcome.exhaustedRunAlone
+          ? {
+              consecutiveFailures: exhaustedFailures,
+              lastError: 'Listing did not finish within one run',
+            }
+          : { consecutiveFailures: 0, lastError: null }),
         ...(outcome.mode === 'full' ? { lastListedCount: outcome.listedCount } : {}),
-        nextAttemptAt: outcome.resumable
-          ? now
-          : nextMemberSyncTime(now, syncIntervalMinutes, false),
+        nextAttemptAt: outcome.exhaustedRunAlone
+          ? new Date(now.getTime() + memberFailureBackoffMs(exhaustedFailures, syncIntervalMinutes))
+          : outcome.resumable
+            ? now
+            : memberNextAttemptAt(now, syncIntervalMinutes),
         ...(removesAllowed
           ? { lastCompleteListingAt: now, memberSyncedThrough: outcome.listingStartedAt }
           : {}),
@@ -1372,6 +1406,8 @@ export async function executeMemberSync(
         listedCount: admitted.seenExternalIds.size,
         complete: listed.complete,
         resumable: listed.resumable,
+        exhaustedRunAlone:
+          listed.resumable && result.membersClaimed === 1 && Date.now() >= run.deadlineAt,
         suspect,
         /** A doubted listing does not open the feed either: the next full listing decides. */
         changeCursor: suspect ? undefined : listed.changeCursor,
@@ -1476,7 +1512,7 @@ export async function executeMemberSync(
       lease: run.lease,
     })
 
-    result.membersRemaining = (await countDueMembers(run)) > 0
+    result.membersRemaining = (await countDueMembers(run, binding)) > 0
     const landed = await completeMemberSync(run, connector.syncIntervalMinutes)
     if (!landed) {
       logger.warn(
@@ -1500,7 +1536,12 @@ export async function executeMemberSync(
     }
     if (error instanceof ConnectorDeletedException) {
       logger.info('Connector deleted during member sync', { connectorId })
-      await failMemberSyncLog(runId, result, 'Connector deleted during sync').catch(() => undefined)
+      await failMemberSyncLog(runId, result, 'Connector deleted during sync').catch((logError) =>
+        logger.error('Failed to record member sync failure', {
+          connectorId,
+          error: getErrorMessage(logError),
+        })
+      )
       return skipped(result, 'connector_deleted_during_sync')
     }
     if (error instanceof MemberBindingGoneError) {
diff --git a/apps/sim/lib/knowledge/connectors/queue.test.ts b/apps/sim/lib/knowledge/connectors/queue.test.ts
index 816dd4184d4..f7e7d0ec807 100644
--- a/apps/sim/lib/knowledge/connectors/queue.test.ts
+++ b/apps/sim/lib/knowledge/connectors/queue.test.ts
@@ -82,6 +82,7 @@ describe('connector sync queue', () => {
       {
         knowledgeBaseId: 'knowledge-base-1',
         connectorStatus: 'active',
+        connectorAccessMode: 'workspace',
         connectorArchivedAt: null,
         connectorDeletedAt: null,
         connectorNextSyncAt: NEXT_SYNC_AT,
@@ -197,6 +198,7 @@ describe('connector sync queue', () => {
       {
         knowledgeBaseId: 'knowledge-base-1',
         connectorStatus: 'paused',
+        connectorAccessMode: 'workspace',
         connectorArchivedAt: null,
         connectorDeletedAt: null,
         workspaceId: 'workspace-paid',
@@ -235,6 +237,7 @@ describe('connector sync queue', () => {
       {
         knowledgeBaseId: 'knowledge-base-1',
         connectorStatus: 'paused',
+        connectorAccessMode: 'workspace',
         connectorArchivedAt: null,
         connectorDeletedAt: null,
         connectorNextSyncAt: NEXT_SYNC_AT,
diff --git a/apps/sim/lib/knowledge/connectors/queue.ts b/apps/sim/lib/knowledge/connectors/queue.ts
index 3adc175eac9..4d4de0e463c 100644
--- a/apps/sim/lib/knowledge/connectors/queue.ts
+++ b/apps/sim/lib/knowledge/connectors/queue.ts
@@ -161,6 +161,7 @@ async function markSyncPending(connectorId: string): Promise<string | null> {
     .where(
       and(
         eq(knowledgeConnector.id, connectorId),
+        eq(knowledgeConnector.accessMode, 'workspace'),
         inArray(knowledgeConnector.status, LOCKABLE_CONNECTOR_STATUSES),
         isNull(knowledgeConnector.syncLockToken),
         connectorIsLive()
@@ -346,7 +347,7 @@ export async function dispatchSync(
     })
     return { queued: false, reason: 'Connector has been archived or deleted' }
   }
-  if (row.connectorAccessMode !== undefined && row.connectorAccessMode !== 'workspace') {
+  if (row.connectorAccessMode !== 'workspace') {
     logger.info('Skipping sync dispatch: connector syncs per member', { connectorId, requestId })
     return {
       queued: false,
diff --git a/apps/sim/lib/knowledge/connectors/sync-lock.ts b/apps/sim/lib/knowledge/connectors/sync-lock.ts
index f8ce65f3f34..b920124c0ee 100644
--- a/apps/sim/lib/knowledge/connectors/sync-lock.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-lock.ts
@@ -183,7 +183,7 @@ export interface SyncRunLease {
 
 /**
  * The lease of the content sync engine, held through `syncLockToken`. The
- * heartbeat clock is seeded at lock acquisition, which wrote `updatedAt` itself.
+ * heartbeat clock is seeded at lock acquisition, which opened `syncLockLeaseAt`.
  */
 export function createContentSyncLease(connectorId: string, syncLogId: string): SyncRunLease {
   let lastHeartbeatAtMs = Date.now()
diff --git a/apps/sim/lib/knowledge/connectors/sync-persistence.ts b/apps/sim/lib/knowledge/connectors/sync-persistence.ts
index 0d9b3b869cb..11813f3a1d6 100644
--- a/apps/sim/lib/knowledge/connectors/sync-persistence.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-persistence.ts
@@ -6,6 +6,7 @@ import { generateId } from '@sim/utils/id'
 import { and, eq, exists, isNull, sql } from 'drizzle-orm'
 import { getInternalApiBaseUrl } from '@/lib/core/utils/urls'
 import type { DbOrTx } from '@/lib/db/types'
+import { textArrayLiteral } from '@/lib/knowledge/access/predicate'
 import { EMPTY_ACL, WORKSPACE_ACL } from '@/lib/knowledge/access/tokens'
 import { resolveSourceModifiedAt } from '@/lib/knowledge/connectors/source-modified-at'
 import type { DocumentData } from '@/lib/knowledge/documents/service'
@@ -46,16 +47,7 @@ export async function restoreWorkspaceDocumentAcls(
   executor: DbOrTx,
   connectorId: string
 ): Promise<number> {
-  /**
-   * The comparison array is assembled from scalar binds: the shared pool runs
-   * with `fetch_types: false`, under which a JS array bound as one parameter
-   * fails at execution (see packages/db/db.ts). The write itself goes through
-   * the typed column, which encodes the array literal itself.
-   */
-  const workspaceAcl = sql`ARRAY[${sql.join(
-    WORKSPACE_ACL.map((token) => sql`${token}`),
-    sql`, `
-  )}]::text[]`
+  const workspaceAcl = textArrayLiteral(WORKSPACE_ACL)
   const restored = await executor
     .update(document)
     .set({ acl: [...WORKSPACE_ACL] })
@@ -407,8 +399,8 @@ export async function persistSkippedRetryHashes(
 }
 
 /**
- * Upload content to storage as a .txt file, create a document record,
- * and trigger processing via the existing pipeline.
+ * Stores the document's bytes (see {@link connectorStoredArtifact}) and inserts
+ * its `pending` row; the caller dispatches processing.
  */
 export async function addDocument(
   knowledgeBaseId: string,
@@ -488,10 +480,7 @@ export async function addDocument(
   }
 }
 
-/**
- * Update an existing connector-sourced document with new content.
- * Updates in-place to avoid unique constraint violations on (connectorId, externalId).
- */
+/** The row a connector-owned document write may target: live, connector-owned, and not user-excluded. */
 export function connectorDocumentSyncTarget(
   documentId: string,
   knowledgeBaseId: string,
@@ -506,6 +495,10 @@ export function connectorDocumentSyncTarget(
   )
 }
 
+/**
+ * Update an existing connector-sourced document with new content.
+ * Updates in-place to avoid unique constraint violations on (connectorId, externalId).
+ */
 export async function updateDocument(
   existingDocId: string,
   knowledgeBaseId: string,
@@ -602,7 +595,6 @@ export async function updateDocument(
     throw error
   }
 
-  // Clean up old storage file and its ownership binding
   if (oldFileUrl) {
     try {
       const urlPath = new URL(oldFileUrl, 'http://localhost').pathname
diff --git a/apps/sim/lib/knowledge/connectors/sync-primitives.ts b/apps/sim/lib/knowledge/connectors/sync-primitives.ts
index 248069bad1e..f12afdad5dd 100644
--- a/apps/sim/lib/knowledge/connectors/sync-primitives.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-primitives.ts
@@ -686,8 +686,8 @@ export function classifySuspectListing(
 /**
  * Decides whether a suspect listing may still reconcile deletions.
  *
- * A suspect listing is only acted on after a consecutive suspect observation, so a
- * consecutive sync, so a single transient upstream fault can never remove
+ * A suspect listing is only acted on after a consecutive sync observes the same
+ * thing, so a single transient upstream fault can never remove
  * documents — not even reversibly, since a soft delete hides them from search
  * immediately. A genuinely emptied source keeps reconciling: its second sync
  * corroborates the first and tombstones everything, and a later sync — once the
@@ -1666,7 +1666,6 @@ export async function processDocOps(input: ProcessDocOpsInput): Promise<void> {
       }
     }
 
-    // Record all skipped (oversized) docs in this batch in one bulk insert.
     if (skipOps.length > 0) {
       try {
         const recorded = await persistSkippedDocuments(
@@ -1808,13 +1807,6 @@ export async function reconcileDeletions(input: ReconcileDeletionsInput): Promis
 
   let reconcileDeletionsAllowed = shouldReconcileDeletions(isIncremental, syncContext, fullSync)
 
-  /**
-   * Backstop shared by every connector: a listing that reports (almost)
-   * nothing while this connector still owns a real corpus is treated as a
-   * fault, not as evidence of deletion, until a consecutive sync sees the
-   * same thing. Only evaluated when reconciliation would otherwise run, so
-   * healthy syncs pay nothing and no existing gate is loosened.
-   */
   /**
    * Counted over deletion-eligible rows on both sides. The live read filters
    * excluded documents in SQL; the tombstoned read only projects the flag, so
@@ -1828,6 +1820,13 @@ export async function reconcileDeletions(input: ReconcileDeletionsInput): Promis
    * are absent from the live read, so they must not inflate the numerator.
    */
   const listedDocCount = countNonExcludedListed(seenExternalIds, excludedExternalIds)
+  /**
+   * Backstop shared by every connector: a listing that reports (almost)
+   * nothing while this connector still owns a real corpus is treated as a
+   * fault, not as evidence of deletion, until a consecutive sync sees the
+   * same thing. Only evaluated when reconciliation would otherwise run, so
+   * healthy syncs pay nothing and no existing gate is loosened.
+   */
   if (reconcileDeletionsAllowed && classifySuspectListing(listedDocCount, ownedDocCount)) {
     const previousObservation = await loadPreviousListingObservation(
       connectorId,
diff --git a/apps/sim/lib/knowledge/documents/service.ts b/apps/sim/lib/knowledge/documents/service.ts
index 4995f4bb382..73e530f3b63 100644
--- a/apps/sim/lib/knowledge/documents/service.ts
+++ b/apps/sim/lib/knowledge/documents/service.ts
@@ -3010,7 +3010,10 @@ export async function bulkDocumentOperation(
       .where(
         and(
           eq(document.knowledgeBaseId, knowledgeBaseId),
-          inArray(document.id, documentIds),
+          inArray(
+            document.id,
+            documentsToUpdate.map((doc) => doc.id)
+          ),
           eq(document.userExcluded, false),
           isNull(document.archivedAt),
           isNull(document.deletedAt)
diff --git a/apps/sim/lib/knowledge/orchestration/connector-access.ts b/apps/sim/lib/knowledge/orchestration/connector-access.ts
index 2be3ade31fe..90662f66a65 100644
--- a/apps/sim/lib/knowledge/orchestration/connector-access.ts
+++ b/apps/sim/lib/knowledge/orchestration/connector-access.ts
@@ -1,9 +1,9 @@
 import { db } from '@sim/db'
-import { document, knowledgeConnector, knowledgeConnectorMember } from '@sim/db/schema'
+import { knowledgeConnector, knowledgeConnectorMember } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
 import { generateId } from '@sim/utils/id'
-import { and, eq, inArray, isNull, sql } from 'drizzle-orm'
+import { and, eq, inArray, isNull } from 'drizzle-orm'
 import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { generateRequestId } from '@/lib/core/utils/request'
@@ -16,6 +16,7 @@ import {
   stripListingCapFields,
   validateKnowledgeConnectorMembersBinding,
 } from '@/lib/knowledge/connectors/member-access'
+import { rewriteConnectorAcls } from '@/lib/knowledge/connectors/member-observations'
 import { provisionKnowledgeConnectorMembersBinding } from '@/lib/knowledge/connectors/member-provisioning'
 import {
   type ConnectorWithoutSecret,
@@ -40,8 +41,6 @@ class SwitchLeaseLostError extends Error {
   }
 }
 
-/** Documents rewritten per statement while switching modes. */
-const ACCESS_REWRITE_BATCH_SIZE = 1000
 /** Wall-clock the request spends rewriting before handing the rest to the member run. */
 const ACCESS_REWRITE_REQUEST_BUDGET_MS = 20_000
 /** Connector statuses a switch may start from; a running or queued sync owns the row. */
@@ -118,43 +117,6 @@ export async function resolveKnowledgeConnectorMembersBinding(input: {
   return { ...binding, sourceConfig }
 }
 
-/**
- * Rewrites the connector's document ACLs to `target` in bounded batches until
- * done or the budget runs out. Returns whether every row was rewritten.
- */
-async function rewriteConnectorAcls(
-  connectorId: string,
-  target: readonly string[],
-  deadlineAt: number
-): Promise<boolean> {
-  const targetArray = sql`ARRAY[${sql.join(
-    target.map((token) => sql`${token}`),
-    sql`, `
-  )}]::text[]`
-  const mismatch =
-    target.length === 0
-      ? sql`cardinality(${document.acl}) > 0`
-      : sql`${document.acl} <> ${targetArray}`
-  for (;;) {
-    const rewritten = await db
-      .update(document)
-      .set({ acl: [...target] })
-      .where(
-        eq(
-          document.id,
-          sql`ANY(ARRAY(
-            SELECT ${document.id} FROM ${document}
-            WHERE ${document.connectorId} = ${connectorId} AND ${mismatch}
-            LIMIT ${ACCESS_REWRITE_BATCH_SIZE}
-          ))`
-        )
-      )
-      .returning({ id: document.id })
-    if (rewritten.length < ACCESS_REWRITE_BATCH_SIZE) return true
-    if (Date.now() >= deadlineAt) return false
-  }
-}
-
 /**
  * Takes the connector's content lease for the switch, so no sync of either
  * engine can start while documents are being rewritten. Returns the row as it
@@ -333,7 +295,9 @@ export async function performUpdateKnowledgeConnectorAccess(
         params.userId
       )
       try {
-        const rewritten = await rewriteConnectorAcls(connectorId, EMPTY_ACL, deadlineAt)
+        const rewritten = await rewriteConnectorAcls(connectorId, EMPTY_ACL, {
+          deadlineAt: deadlineAt,
+        })
         const now = new Date()
         const [updated] = await db
           .update(knowledgeConnector)
@@ -459,7 +423,9 @@ export async function performUpdateKnowledgeConnectorAccess(
         .returning({ id: knowledgeConnector.id })
       if (!row) throw new SwitchLeaseLostError()
     })
-    const rewritten = await rewriteConnectorAcls(connectorId, WORKSPACE_ACL, deadlineAt)
+    const rewritten = await rewriteConnectorAcls(connectorId, WORKSPACE_ACL, {
+      deadlineAt: deadlineAt,
+    })
     const now = new Date()
     const [updated] = await db
       .update(knowledgeConnector)
diff --git a/apps/sim/lib/knowledge/orchestration/connectors.ts b/apps/sim/lib/knowledge/orchestration/connectors.ts
index e10fd8cd837..2df2febbeaa 100644
--- a/apps/sim/lib/knowledge/orchestration/connectors.ts
+++ b/apps/sim/lib/knowledge/orchestration/connectors.ts
@@ -19,6 +19,7 @@ import {
   findListingCapViolation,
   grantKnowledgeConnectorCredentialAccess,
   revokeKnowledgeConnectorCredentialAccess,
+  stripListingCapFields,
 } from '@/lib/knowledge/connectors/member-access'
 import { allocateTagSlots } from '@/lib/knowledge/constants'
 import { deleteDocumentStorageFiles } from '@/lib/knowledge/documents/service'
@@ -602,6 +603,7 @@ export async function performUpdateKnowledgeConnector(
     }
   }
 
+  let sourceConfigToStore = updates.sourceConfig
   if (updates.sourceConfig !== undefined) {
     if (existing.accessMode === 'members') {
       /**
@@ -615,6 +617,9 @@ export async function performUpdateKnowledgeConnector(
         ? findListingCapViolation(connectorConfig, updates.sourceConfig)
         : null
       if (capViolation) return fail(capViolation, 'validation')
+      if (connectorConfig) {
+        sourceConfigToStore = stripListingCapFields(connectorConfig, updates.sourceConfig)
+      }
     } else if (validateSourceConfig) {
       const rejection = await validateSourceConfig(existing, updates.sourceConfig)
       if (rejection) {
@@ -646,8 +651,8 @@ export async function performUpdateKnowledgeConnector(
   const values: Partial<typeof knowledgeConnector.$inferInsert> = {
     updatedAt: updateTimestamp,
   }
-  if (updates.sourceConfig !== undefined) {
-    values.sourceConfig = updates.sourceConfig
+  if (sourceConfigToStore !== undefined) {
+    values.sourceConfig = sourceConfigToStore
   }
   if (updates.syncIntervalMinutes !== undefined) {
     values.syncIntervalMinutes = updates.syncIntervalMinutes
@@ -1028,6 +1033,12 @@ export async function performSyncKnowledgeConnector(
     return classifyKnowledgeFailure(error, requestId, `Sync connector ${connectorId}`)
   }
 
+  if (rehydrate && connector.accessMode === 'members') {
+    return fail(
+      'A connector that syncs per member re-hydrates through its members; run a sync instead',
+      'validation'
+    )
+  }
   logger.info(
     `[${requestId}] Manual sync${rehydrate ? ' (full rehydrate)' : ''} triggered for connector ${connectorId}`
   )
diff --git a/apps/sim/lib/knowledge/search/queries.ts b/apps/sim/lib/knowledge/search/queries.ts
index 60fbfd8700c..ef9f7d9c2bd 100644
--- a/apps/sim/lib/knowledge/search/queries.ts
+++ b/apps/sim/lib/knowledge/search/queries.ts
@@ -1,10 +1,10 @@
 import { db } from '@sim/db'
 import { document, embedding } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
-import { getErrorMessage } from '@sim/utils/errors'
+import { getErrorMessage, getPostgresErrorCode } from '@sim/utils/errors'
 import { and, eq, inArray, isNull, type SQL, sql } from 'drizzle-orm'
 import { knowledgeAccessCondition } from '@/lib/knowledge/access/predicate'
-import type { KnowledgeAccessScope } from '@/lib/knowledge/access/types'
+import { type KnowledgeAccessScope, WORKSPACE_ACCESS_TOKENS } from '@/lib/knowledge/access/types'
 import { applyRecencyBoost, RRF_K } from '@/lib/knowledge/search/recency'
 import {
   coerceTagFilterValue,
@@ -17,6 +17,8 @@ const logger = createLogger('KnowledgeSearchQueries')
 
 /** SQLSTATE for an unrecognised configuration parameter — pgvector older than 0.8. */
 const UNDEFINED_OBJECT_SQLSTATE = '42704'
+/** Tuples a relaxed-order scan may visit before giving up on filling the limit. */
+const HNSW_MAX_SCAN_TUPLES = '20000'
 
 /** How long to stop trying the iterative-scan settings after the server rejected them. */
 const HNSW_SETTINGS_UNSUPPORTED_RETRY_MS = 10 * 60 * 1000
@@ -36,18 +38,24 @@ type SearchExecutor = Pick<typeof db, 'select'>
  * and the attempt is retried after a while so an upgrade is picked up.
  */
 async function withVectorScanSettings<T>(
+  access: KnowledgeAccessScope,
   run: (executor: SearchExecutor) => Promise<T>
 ): Promise<T> {
-  if (Date.now() < hnswSettingsUnsupportedUntil) return run(db)
+  /**
+   * The workspace pair matches every row, so a plain index scan already fills
+   * the limit; only a personal token set is selective enough to need the
+   * iterative scan, and existing workspaces keep the query they had.
+   */
+  if (!hasSubjectTokens(access) || Date.now() < hnswSettingsUnsupportedUntil) return run(db)
   try {
     return await db.transaction(async (tx) => {
       await tx.execute(
-        sql`SELECT set_config('hnsw.iterative_scan', 'relaxed_order', true), set_config('hnsw.max_scan_tuples', '20000', true)`
+        sql`SELECT set_config('hnsw.iterative_scan', 'relaxed_order', true), set_config('hnsw.max_scan_tuples', ${HNSW_MAX_SCAN_TUPLES}, true)`
       )
       return run(tx)
     })
   } catch (error) {
-    if ((error as { code?: unknown } | null)?.code !== UNDEFINED_OBJECT_SQLSTATE) throw error
+    if (getPostgresErrorCode(error) !== UNDEFINED_OBJECT_SQLSTATE) throw error
     hnswSettingsUnsupportedUntil = Date.now() + HNSW_SETTINGS_UNSUPPORTED_RETRY_MS
     logger.warn('pgvector iterative scan is unavailable; vector legs run without it', {
       error: getErrorMessage(error),
@@ -56,6 +64,11 @@ async function withVectorScanSettings<T>(
   }
 }
 
+/** Whether the caller holds tokens beyond the workspace pair every document carries. */
+function hasSubjectTokens(access: KnowledgeAccessScope): boolean {
+  return access.kind === 'user' && access.tokens.length > WORKSPACE_ACCESS_TOKENS.length
+}
+
 export interface DocumentMetadata {
   filename: string
   sourceUrl: string | null
@@ -421,7 +434,7 @@ async function executeVectorSearchOnIds(
     return []
   }
 
-  const rows = await withVectorScanSettings((executor) =>
+  const rows = await withVectorScanSettings(access, (executor) =>
     executor
       .select(
         getSearchResultFields(
@@ -520,7 +533,7 @@ export async function handleVectorOnlySearch(params: SearchParams): Promise<Sear
    */
   if (strategy.useParallel) {
     const parallelLimit = Math.ceil(topK / knowledgeBaseIds.length) + 5
-    const allResults = await withVectorScanSettings(async (executor) => {
+    const allResults = await withVectorScanSettings(access, async (executor) => {
       const parallelResults = await Promise.all(
         knowledgeBaseIds.map((kbId) =>
           vectorLeg(executor, eq(embedding.knowledgeBaseId, kbId), parallelLimit)
@@ -530,7 +543,7 @@ export async function handleVectorOnlySearch(params: SearchParams): Promise<Sear
     })
     return allResults.sort((a, b) => a.distance - b.distance).slice(0, topK)
   }
-  const rows = await withVectorScanSettings((executor) =>
+  const rows = await withVectorScanSettings(access, (executor) =>
     vectorLeg(executor, inArray(embedding.knowledgeBaseId, knowledgeBaseIds), topK)
   )
   return rows.sort((a, b) => a.distance - b.distance)
diff --git a/apps/sim/lib/knowledge/service.ts b/apps/sim/lib/knowledge/service.ts
index c8d6d9cc4fc..0688c24755a 100644
--- a/apps/sim/lib/knowledge/service.ts
+++ b/apps/sim/lib/knowledge/service.ts
@@ -29,6 +29,7 @@ import {
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { generateRestoreName } from '@/lib/core/utils/restore-name'
 import { findActiveFolder, resolveRestoredFolderId } from '@/lib/folders/queries'
+import { isKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
 import type {
   ChunkingConfig,
   CreateKnowledgeBaseData,
@@ -250,6 +251,21 @@ async function attachConnectorTypes(
     connectorTypesByKb.set(row.knowledgeBaseId, types)
     if (row.accessMode === 'members') memberScopedKbIds.add(row.knowledgeBaseId)
   }
+  /**
+   * A members-mode connector only scopes documents where the feature is on;
+   * off, its documents read as workspace-visible and the base must say so.
+   */
+  const memberScopedWorkspaceIds = new Set(
+    knowledgeBases
+      .filter((kb) => memberScopedKbIds.has(kb.id) && kb.workspaceId)
+      .map((kb) => kb.workspaceId as string)
+  )
+  for (const workspaceId of memberScopedWorkspaceIds) {
+    if (await isKnowledgeMemberAccessAvailable({ workspaceId })) continue
+    for (const kb of knowledgeBases) {
+      if (kb.workspaceId === workspaceId) memberScopedKbIds.delete(kb.id)
+    }
+  }
 
   return knowledgeBases.map((kb) => ({
     ...kb,
@@ -1008,13 +1024,24 @@ export async function getKnowledgeBaseById(
     return null
   }
 
-  const [withConnectors] = await attachConnectorTypes([
-    {
-      ...result[0],
-      chunkingConfig: result[0].chunkingConfig as ChunkingConfig,
-      docCount: Number(result[0].docCount),
-    },
-  ])
+  return {
+    ...result[0],
+    chunkingConfig: result[0].chunkingConfig as ChunkingConfig,
+    docCount: Number(result[0].docCount),
+    connectorTypes: [],
+    hasMemberScopedConnector: false,
+  }
+}
+
+/**
+ * The knowledge base with its connector summary, for the surfaces that show
+ * it. Kept off {@link getKnowledgeBaseById} so every operation that only
+ * resolves its context does not pay for the connector read.
+ */
+export async function attachKnowledgeBaseConnectors(
+  knowledgeBase: KnowledgeBaseWithCounts
+): Promise<KnowledgeBaseWithCounts> {
+  const [withConnectors] = await attachConnectorTypes([knowledgeBase])
   return withConnectors
 }
 
diff --git a/packages/db/migrations/0318_permission_aware_knowledge.sql b/packages/db/migrations/0318_permission_aware_knowledge.sql
index 64c258333fc..43479568c2c 100644
--- a/packages/db/migrations/0318_permission_aware_knowledge.sql
+++ b/packages/db/migrations/0318_permission_aware_knowledge.sql
@@ -115,7 +115,7 @@ COMMIT;--> statement-breakpoint
 -- '{ws}', 'workspace', 'idle', and has no member lease — so validation cannot fail.
 DO $$ BEGIN
   IF NOT EXISTS (SELECT 1 FROM "pg_constraint" WHERE "conname" = 'doc_acl_token_shape_check' AND "conrelid" = '"document"'::regclass) THEN
-    ALTER TABLE "document" ADD CONSTRAINT "doc_acl_token_shape_check" CHECK (array_position("document"."acl", NULL) IS NULL AND (cardinality("document"."acl") = 0 OR array_to_string("document"."acl", E'\n') ~ '^((ws|pub|link|u:[^\nA-Z]+@[^\nA-Z]+|[gs]:[^\n:]+:[^\n:]+:[^\n]+)(\n(ws|pub|link|u:[^\nA-Z]+@[^\nA-Z]+|[gs]:[^\n:]+:[^\n:]+:[^\n]+))*)$')) NOT VALID;
+    ALTER TABLE "document" ADD CONSTRAINT "doc_acl_token_shape_check" CHECK (array_position("document"."acl", NULL) IS NULL AND (cardinality("document"."acl") = 0 OR (cardinality("document"."acl") = array_length(string_to_array(array_to_string("document"."acl", E'\n'), E'\n'), 1) AND array_to_string("document"."acl", E'\n') ~ '^((ws|pub|link|u:[^\nA-Z]+@[^\nA-Z]+|[gs]:[^\n:]+:[^\n:]+:[^\n]+)(\n(ws|pub|link|u:[^\nA-Z]+@[^\nA-Z]+|[gs]:[^\n:]+:[^\n:]+:[^\n]+))*)$'))) NOT VALID;
   END IF;
 END $$;--> statement-breakpoint
 ALTER TABLE "document" VALIDATE CONSTRAINT "doc_acl_token_shape_check";--> statement-breakpoint
diff --git a/packages/db/migrations/meta/0318_snapshot.json b/packages/db/migrations/meta/0318_snapshot.json
index e3ec6a6cd7b..42fce3acfd7 100644
--- a/packages/db/migrations/meta/0318_snapshot.json
+++ b/packages/db/migrations/meta/0318_snapshot.json
@@ -5454,7 +5454,7 @@
       "checkConstraints": {
         "doc_acl_token_shape_check": {
           "name": "doc_acl_token_shape_check",
-          "value": "array_position(\"document\".\"acl\", NULL) IS NULL AND (cardinality(\"document\".\"acl\") = 0 OR array_to_string(\"document\".\"acl\", E'\\n') ~ '^((ws|pub|link|u:[^\\nA-Z]+@[^\\nA-Z]+|[gs]:[^\\n:]+:[^\\n:]+:[^\\n]+)(\\n(ws|pub|link|u:[^\\nA-Z]+@[^\\nA-Z]+|[gs]:[^\\n:]+:[^\\n:]+:[^\\n]+))*)$')"
+          "value": "array_position(\"document\".\"acl\", NULL) IS NULL AND (cardinality(\"document\".\"acl\") = 0 OR (cardinality(\"document\".\"acl\") = array_length(string_to_array(array_to_string(\"document\".\"acl\", E'\\n'), E'\\n'), 1) AND array_to_string(\"document\".\"acl\", E'\\n') ~ '^((ws|pub|link|u:[^\\nA-Z]+@[^\\nA-Z]+|[gs]:[^\\n:]+:[^\\n:]+:[^\\n]+)(\\n(ws|pub|link|u:[^\\nA-Z]+@[^\\nA-Z]+|[gs]:[^\\n:]+:[^\\n:]+:[^\\n]+))*)$'))"
         }
       },
       "isRLSEnabled": false
diff --git a/packages/db/schema.ts b/packages/db/schema.ts
index 4ab1f0d953d..497a0f55a84 100644
--- a/packages/db/schema.ts
+++ b/packages/db/schema.ts
@@ -2854,7 +2854,7 @@ export const document = pgTable(
      */
     aclTokenShapeCheck: check(
       'doc_acl_token_shape_check',
-      sql`array_position(${table.acl}, NULL) IS NULL AND (cardinality(${table.acl}) = 0 OR array_to_string(${table.acl}, E'\\n') ~ '^((ws|pub|link|u:[^\\nA-Z]+@[^\\nA-Z]+|[gs]:[^\\n:]+:[^\\n:]+:[^\\n]+)(\\n(ws|pub|link|u:[^\\nA-Z]+@[^\\nA-Z]+|[gs]:[^\\n:]+:[^\\n:]+:[^\\n]+))*)$')`
+      sql`array_position(${table.acl}, NULL) IS NULL AND (cardinality(${table.acl}) = 0 OR (cardinality(${table.acl}) = array_length(string_to_array(array_to_string(${table.acl}, E'\\n'), E'\\n'), 1) AND array_to_string(${table.acl}, E'\\n') ~ '^((ws|pub|link|u:[^\\nA-Z]+@[^\\nA-Z]+|[gs]:[^\\n:]+:[^\\n:]+:[^\\n]+)(\\n(ws|pub|link|u:[^\\nA-Z]+@[^\\nA-Z]+|[gs]:[^\\n:]+:[^\\n:]+:[^\\n]+))*)$'))`
     ),
     // Search by filename
     filenameIdx: index('doc_filename_idx').on(table.filename),
@@ -4793,8 +4793,9 @@ export const knowledgeConnectorMember = pgTable(
     consecutiveFailures: integer('consecutive_failures').notNull().default(0),
     /**
      * When the member is next due. NULL means "with the connector's next run":
-     * a new member, or one that completed on a manual-only connector. An explicit
-     * time that has passed is what keeps a connector re-dispatching itself.
+     * a member that completed on a manual-only connector. A new member is due
+     * now. An explicit time that has passed is what keeps a connector
+     * re-dispatching itself.
      */
     nextAttemptAt: timestamp('next_attempt_at'),
     lastStartedAt: timestamp('last_started_at'),

From 88fbe59cf80df122c5b561c4049619b57f1c1259 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 23:49:51 -0700
Subject: [PATCH 25/76] feat(knowledge): search results a person can open, from
 Chat

- The composer's Search mode searches every knowledge base as the signed-in
  person and lists what they may read as result cards: source icon, title
  linking back to the document, knowledge base, updated date, and the
  matching passage with the query terms in bold; Summarize hands a document
  to the agent in Build mode
- The agent's knowledge tool returns each result's title, link, connector,
  and modified time and is told to cite with source tags carrying a snippet;
  a reply whose sources carry snippets ends with the same cards
- A session route for the search, bound to the shared search use case, so
  the browser reads through the same access predicate as everything else
- Search quality: hybrid legs over-fetch before fusion, the vector leg's
  iterative scan fills a limit past the default candidate pool, and the
  recency weight moves a fresh document a few places rather than the list
- A manual member sync makes every active member due, so Sync members now
  lists everyone instead of nobody
---
 apps/sim/app/api/knowledge/search/route.ts    |  47 +++++++
 .../app/api/knowledge/search/utils.test.ts    |  13 +-
 .../knowledge-search-results/index.ts         |   1 +
 .../knowledge-search-results.tsx              | 129 +++++++++++++++++
 .../message-content/components/index.ts       |   1 +
 .../message-sources/message-sources.tsx       |  35 ++++-
 .../components/source-card/index.ts           |   1 +
 .../components/source-card/source-card.tsx    | 130 ++++++++++++++++++
 .../components/source-chip/index.ts           |   2 +-
 .../components/source-chip/source-chip.tsx    |   2 +-
 .../components/special-tags/special-tags.tsx  |   6 +
 .../message-content/message-content.tsx       |   5 +-
 .../mothership-chat/mothership-chat.tsx       |   8 ++
 .../app/workspace/[workspaceId]/home/home.tsx |  43 +++++-
 apps/sim/hooks/queries/kb/knowledge.ts        |  39 ++++++
 .../sim/hooks/queries/utils/knowledge-keys.ts |   8 ++
 .../sim/lib/api/contracts/knowledge/search.ts |  52 ++++++-
 .../server/knowledge/knowledge-base.test.ts   |   2 +-
 .../tools/server/knowledge/knowledge-base.ts  |  18 ++-
 apps/sim/lib/knowledge/application/search.ts  |   8 ++
 .../lib/knowledge/orchestration/connectors.ts |  17 +++
 apps/sim/lib/knowledge/search/queries.ts      |  60 ++++++--
 apps/sim/lib/knowledge/search/recency.ts      |   2 +-
 23 files changed, 592 insertions(+), 37 deletions(-)
 create mode 100644 apps/sim/app/api/knowledge/search/route.ts
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/index.ts
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/index.ts
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx

diff --git a/apps/sim/app/api/knowledge/search/route.ts b/apps/sim/app/api/knowledge/search/route.ts
new file mode 100644
index 00000000000..3f50b2f384c
--- /dev/null
+++ b/apps/sim/app/api/knowledge/search/route.ts
@@ -0,0 +1,47 @@
+import { searchWorkspaceKnowledgeContract } from '@/lib/api/contracts/knowledge'
+import {
+  defineInternalJsonRoute,
+  internalRateLimits,
+  internalSessionAuth,
+} from '@/lib/api/server/routes'
+import { internalKnowledgeErrorPolicies } from '@/lib/knowledge/api/route-policies'
+import { knowledgeOperations } from '@/lib/knowledge/application/operations'
+import { searchKnowledge } from '@/lib/knowledge/application/search'
+
+export const POST = defineInternalJsonRoute({
+  contract: searchWorkspaceKnowledgeContract,
+  auth: internalSessionAuth,
+  operation: knowledgeOperations.search,
+  rateLimit: internalRateLimits.none({
+    reason: 'A person typing queries; the embedding call is metered against their workspace',
+  }),
+  errorPolicy: internalKnowledgeErrorPolicies.search,
+  mapInput: ({ body }) => ({
+    workspaceId: body.workspaceId,
+    knowledgeBaseIds: body.knowledgeBaseIds,
+    query: body.query,
+    topK: body.topK,
+  }),
+  useCase: searchKnowledge,
+  present: ({ results, knowledgeBases }, { input }) => {
+    const knowledgeBaseNames = new Map(knowledgeBases.map((kb) => [kb.id, kb.name]))
+    return {
+      success: true as const,
+      data: {
+        query: input.query ?? '',
+        results: results.map((result) => ({
+          documentId: result.documentId,
+          knowledgeBaseId: result.knowledgeBaseId,
+          knowledgeBaseName: knowledgeBaseNames.get(result.knowledgeBaseId) ?? '',
+          documentName: result.documentName,
+          sourceUrl: result.sourceUrl,
+          connectorType: result.connectorType,
+          sourceModifiedAt: result.sourceModifiedAt?.toISOString() ?? null,
+          content: result.content,
+          chunkIndex: result.chunkIndex,
+          similarity: result.similarity,
+        })),
+      },
+    }
+  },
+})
diff --git a/apps/sim/app/api/knowledge/search/utils.test.ts b/apps/sim/app/api/knowledge/search/utils.test.ts
index 7d97da6c79f..169aac67c7d 100644
--- a/apps/sim/app/api/knowledge/search/utils.test.ts
+++ b/apps/sim/app/api/knowledge/search/utils.test.ts
@@ -510,12 +510,13 @@ describe('Knowledge Search Utils', () => {
 
     it('runs both legs and fuses them in hybrid mode', async () => {
       /**
-       * Chains dequeue in creation order. A workspace-scoped vector leg selects
-       * directly (the iterative scan is reserved for a personal token set), so
-       * its select is built first, then the keyword ranking pass, then hydration.
+       * Chains dequeue in creation order. Hybrid legs over-fetch past the
+       * plain scan's candidate pool, so the vector leg opens its transaction
+       * and applies the scan settings before selecting: the keyword ranking
+       * pass is built first, then the vector select, then hydration.
        */
-      queueTableRows(schemaMock.embedding, [makeResult('vector-hit')])
       queueTableRows(schemaMock.embedding, [{ id: 'keyword-hit', keywordRank: 0.9 }])
+      queueTableRows(schemaMock.embedding, [makeResult('vector-hit')])
       queueTableRows(schemaMock.embedding, [makeResult('keyword-hit')])
 
       const results = await executeKnowledgeSearch({
@@ -532,9 +533,9 @@ describe('Knowledge Search Utils', () => {
     })
 
     it('falls back to vector results when the keyword leg fails', async () => {
-      queueTableRows(schemaMock.embedding, [makeResult('vector-hit')])
-      /** The failing ranking chain is still built and takes the second queued set. */
+      /** The failing ranking chain is still built first and takes the first queued set. */
       queueTableRows(schemaMock.embedding, [{ id: 'never-ranked', keywordRank: 0 }])
+      queueTableRows(schemaMock.embedding, [makeResult('vector-hit')])
 
       /**
        * Both legs share one `orderBy` spy, so target the keyword leg by its
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/index.ts
new file mode 100644
index 00000000000..d716af02066
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/index.ts
@@ -0,0 +1 @@
+export { groupResultsByDocument, KnowledgeSearchResults } from './knowledge-search-results'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
new file mode 100644
index 00000000000..032623d712d
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
@@ -0,0 +1,129 @@
+'use client'
+
+import { useMemo } from 'react'
+import type { WorkspaceKnowledgeSearchResult } from '@/lib/api/contracts/knowledge'
+import { SourceCard } from '@/app/workspace/[workspaceId]/home/components/message-content/components/source-card'
+import type { SourceTagData } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
+import { useKnowledgeBasesQuery, useWorkspaceKnowledgeSearch } from '@/hooks/queries/kb/knowledge'
+
+/** A search spans at most this many knowledge bases. */
+const MAX_SEARCHED_KNOWLEDGE_BASES = 20
+/** Characters of the matching chunk shown under a result. */
+const SNIPPET_LENGTH = 280
+
+function toSnippet(content: string): string {
+  const flat = content.replace(/\s+/g, ' ').trim()
+  return flat.length > SNIPPET_LENGTH ? `${flat.slice(0, SNIPPET_LENGTH).trimEnd()}…` : flat
+}
+
+/**
+ * One card per document, keeping the best-ranked chunk of each: the list is
+ * already in rank order, so the first chunk seen for a document is its best.
+ */
+export function groupResultsByDocument(
+  results: readonly WorkspaceKnowledgeSearchResult[]
+): WorkspaceKnowledgeSearchResult[] {
+  const seen = new Set<string>()
+  const grouped: WorkspaceKnowledgeSearchResult[] = []
+  for (const result of results) {
+    if (seen.has(result.documentId)) continue
+    seen.add(result.documentId)
+    grouped.push(result)
+  }
+  return grouped
+}
+
+/** A result as the source card renders it; a document without a source URL cannot be opened. */
+function toSource(result: WorkspaceKnowledgeSearchResult): SourceTagData | null {
+  if (!result.sourceUrl) return null
+  return {
+    url: result.sourceUrl,
+    title: result.documentName ?? undefined,
+    siteName: result.knowledgeBaseName || undefined,
+    connectorType: result.connectorType ?? undefined,
+    snippet: toSnippet(result.content),
+    updatedAt: result.sourceModifiedAt ?? undefined,
+  }
+}
+
+interface KnowledgeSearchResultsProps {
+  workspaceId: string
+  query: string
+  /** Asks the agent about one document; the prompt names it and links to it. */
+  onSummarize: (prompt: string) => void
+}
+
+/**
+ * The composer's Search mode: the documents the signed-in person may read that
+ * match their query, across every knowledge base in the workspace, as cards
+ * that open the source. Summarize hands one document to the agent.
+ */
+export function KnowledgeSearchResults({
+  workspaceId,
+  query,
+  onSummarize,
+}: KnowledgeSearchResultsProps) {
+  const { data: knowledgeBases = [], isPending: basesPending } = useKnowledgeBasesQuery(workspaceId)
+  const knowledgeBaseIds = useMemo(
+    () => knowledgeBases.slice(0, MAX_SEARCHED_KNOWLEDGE_BASES).map((kb) => kb.id),
+    [knowledgeBases]
+  )
+  const {
+    data: results,
+    isPending,
+    isFetching,
+    error,
+  } = useWorkspaceKnowledgeSearch(workspaceId, knowledgeBaseIds, query)
+  const documents = useMemo(() => groupResultsByDocument(results ?? []), [results])
+
+  if (!basesPending && knowledgeBaseIds.length === 0) {
+    return (
+      <p className='px-2 py-3 text-[var(--text-muted)] text-small'>
+        No knowledge bases to search yet. Add one from the Knowledge tab.
+      </p>
+    )
+  }
+  if (error) {
+    return <p className='px-2 py-3 text-[var(--text-error)] text-small'>{error.message}</p>
+  }
+  if (isPending || (isFetching && !results)) {
+    return <p className='px-2 py-3 text-[var(--text-muted)] text-small'>Searching…</p>
+  }
+  if (documents.length === 0) {
+    return (
+      <p className='px-2 py-3 text-[var(--text-muted)] text-small'>
+        No documents you can read match “{query}”.
+      </p>
+    )
+  }
+
+  return (
+    <div className='flex flex-col gap-0.5'>
+      {documents.map((result) => {
+        const source = toSource(result)
+        return source ? (
+          <SourceCard
+            key={result.documentId}
+            source={source}
+            query={query}
+            onSummarize={(cited) =>
+              onSummarize(`Summarize "${cited.title ?? cited.url}" (${cited.url})`)
+            }
+          />
+        ) : (
+          <div key={result.documentId} className='flex flex-col gap-0.5 px-2 py-2'>
+            <p className='truncate text-[var(--text-primary)] text-sm'>
+              {result.documentName ?? 'Untitled document'}
+            </p>
+            <p className='truncate text-[var(--text-muted)] text-caption'>
+              {result.knowledgeBaseName}
+            </p>
+            <p className='line-clamp-2 text-[var(--text-body)] text-small leading-snug'>
+              {toSnippet(result.content)}
+            </p>
+          </div>
+        )
+      })}
+    </div>
+  )
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/index.ts
index 853c79b1eea..07f0139dc83 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/index.ts
@@ -4,5 +4,6 @@ export { ChatContent } from './chat-content'
 export { MessageSources } from './message-sources'
 export { Options } from './options'
 export { QuestionDisplay } from './question'
+export { highlightTerms, SourceCard } from './source-card'
 export { SourceChip, sourceLabel } from './source-chip'
 export { PendingTagIndicator, parseSpecialTags, SpecialTags } from './special-tags'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.tsx
index 8c72089296e..522a8837b11 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.tsx
@@ -1,6 +1,7 @@
 'use client'
 
 import { cn } from '@sim/emcn'
+import { SourceCard } from '@/app/workspace/[workspaceId]/home/components/message-content/components/source-card'
 import { SourceChip } from '@/app/workspace/[workspaceId]/home/components/message-content/components/source-chip'
 import type { SourceTagData } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
 
@@ -14,17 +15,41 @@ const STRIP_FADE_CLASSES =
 
 interface MessageSourcesProps {
   sources: readonly SourceTagData[]
+  /** The question the reply answers; its terms are bolded in result cards. */
+  query?: string
+  /** Asks the agent about one cited document, when the surface can send a message. */
+  onSummarize?: (prompt: string) => void
 }
 
 /**
- * Footer strip listing every document a reply cited, once each: one
- * horizontally scrolling row of {@link SourceChip}s that fades out at the right
- * edge instead of wrapping, so a long list stays a single quiet line under the
- * answer.
+ * Footer listing every document a reply cited, once each. Sources that carry
+ * a snippet — a search answer — are laid out as result cards; otherwise one
+ * horizontally scrolling row of {@link SourceChip}s that fades out at the
+ * right edge instead of wrapping, so a long list stays a single quiet line
+ * under the answer.
  */
-export function MessageSources({ sources }: MessageSourcesProps) {
+export function MessageSources({ sources, query, onSummarize }: MessageSourcesProps) {
   if (sources.length === 0) return null
 
+  if (sources.some((source) => source.snippet)) {
+    return (
+      <div className='flex flex-col gap-0.5'>
+        {sources.map((source) => (
+          <SourceCard
+            key={source.url}
+            source={source}
+            query={query}
+            onSummarize={
+              onSummarize
+                ? (cited) => onSummarize(`Summarize "${cited.title ?? cited.url}" (${cited.url})`)
+                : undefined
+            }
+          />
+        ))}
+      </div>
+    )
+  }
+
   return (
     <div
       className={cn(
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/index.ts
new file mode 100644
index 00000000000..ef15ac712fe
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/index.ts
@@ -0,0 +1 @@
+export { highlightTerms, SourceCard } from './source-card'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
new file mode 100644
index 00000000000..23631adc5f1
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
@@ -0,0 +1,130 @@
+'use client'
+
+import type { ReactNode } from 'react'
+import { Button, cn } from '@sim/emcn'
+import { formatDate } from '@sim/utils/formatting'
+import { faviconUrl } from '@/lib/core/utils/favicon'
+import {
+  externalLinkHostname,
+  handleExternalLinkClick,
+  hideBrokenFavicon,
+} from '@/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/external-link'
+import {
+  BRAND_ICON_BY_BASE_TYPE,
+  sourceLabel,
+} from '@/app/workspace/[workspaceId]/home/components/message-content/components/source-chip'
+import type { SourceTagData } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
+import { BrandIcon } from '@/blocks/brand-icon'
+
+/** Query terms shorter than this are too common to bold. */
+const MIN_HIGHLIGHT_TERM_LENGTH = 3
+
+function escapeRegExp(value: string): string {
+  return value.replace(/[.*+?^${}()|[\]\\]/g, '\\$&')
+}
+
+/**
+ * The snippet with every query term in bold, so the reader sees why the
+ * document matched. Terms are matched as whole words, case-insensitively.
+ */
+export function highlightTerms(text: string, query: string | undefined): ReactNode {
+  const terms = [
+    ...new Set(
+      (query ?? '')
+        .split(/\s+/)
+        .map((term) => term.trim())
+        .filter((term) => term.length >= MIN_HIGHLIGHT_TERM_LENGTH)
+    ),
+  ]
+  if (terms.length === 0) return text
+  const pattern = new RegExp(`\\b(${terms.map(escapeRegExp).join('|')})\\b`, 'gi')
+  const parts = text.split(pattern)
+  return parts.map((part, index) =>
+    index % 2 === 1 ? (
+      <strong key={index} className='font-semibold text-[var(--text-primary)]'>
+        {part}
+      </strong>
+    ) : (
+      part
+    )
+  )
+}
+
+function parseUpdatedAt(value: string | undefined): Date | null {
+  if (!value) return null
+  const date = new Date(value)
+  return Number.isNaN(date.getTime()) ? null : date
+}
+
+interface SourceCardProps {
+  source: SourceTagData
+  /** The query the document was found for; its terms are bolded in the snippet. */
+  query?: string
+  /** Offers a Summarize action that asks the agent about this document. */
+  onSummarize?: (source: SourceTagData) => void
+}
+
+/**
+ * One document a search found, laid out to be scanned: the source's brand
+ * mark or favicon, the title as a link back to the document, where it lives
+ * and when it last changed, and the passage that matched with the query terms
+ * in bold. The same card serves the composer's search results and the
+ * footer of a reply that cited its sources with a snippet.
+ */
+export function SourceCard({ source, query, onSummarize }: SourceCardProps) {
+  const hostname = externalLinkHostname(source.url)
+  const ConnectorIcon = source.connectorType
+    ? BRAND_ICON_BY_BASE_TYPE.get(source.connectorType)
+    : undefined
+  const updatedAt = parseUpdatedAt(source.updatedAt)
+  const meta = [sourceLabel(source), updatedAt ? `Updated ${formatDate(updatedAt)}` : null].filter(
+    (part): part is string => Boolean(part)
+  )
+
+  return (
+    <div className='not-prose flex items-start gap-3 rounded-md px-2 py-2 transition-colors hover-hover:bg-[var(--surface-5)]'>
+      <span className='mt-[3px] flex size-[16px] flex-shrink-0 items-center justify-center'>
+        {ConnectorIcon ? (
+          <BrandIcon icon={ConnectorIcon} className='size-[16px]' />
+        ) : hostname ? (
+          <img
+            src={faviconUrl(hostname, 32)}
+            alt=''
+            className='size-[16px] rounded-[3px]'
+            onError={hideBrokenFavicon}
+          />
+        ) : null}
+      </span>
+      <div className='flex min-w-0 flex-1 flex-col gap-0.5'>
+        <a
+          href={source.url}
+          target='_blank'
+          rel='noopener noreferrer'
+          onClick={(event) => handleExternalLinkClick(event, source.url)}
+          className={cn(
+            'truncate text-[var(--text-primary)] text-sm no-underline hover:underline',
+            'underline-offset-2'
+          )}
+        >
+          {source.title?.trim() || sourceLabel(source)}
+        </a>
+        <p className='truncate text-[var(--text-muted)] text-caption'>{meta.join(' · ')}</p>
+        {source.snippet && (
+          <p className='line-clamp-2 text-[var(--text-body)] text-small leading-snug'>
+            {highlightTerms(source.snippet, query)}
+          </p>
+        )}
+      </div>
+      {onSummarize && (
+        <Button
+          variant='default'
+          size='sm'
+          className='flex-shrink-0'
+          onClick={() => onSummarize(source)}
+        >
+          Summarize
+        </Button>
+      )}
+    </div>
+  )
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-chip/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-chip/index.ts
index 4168fe2a584..329fa2848eb 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-chip/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-chip/index.ts
@@ -1 +1 @@
-export { SourceChip, sourceLabel } from './source-chip'
+export { BRAND_ICON_BY_BASE_TYPE, SourceChip, sourceLabel } from './source-chip'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-chip/source-chip.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-chip/source-chip.tsx
index 4101ddffb17..03d00442aa1 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-chip/source-chip.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-chip/source-chip.tsx
@@ -19,7 +19,7 @@ import { BrandIcon, type StyleableIcon } from '@/blocks/brand-icon'
  * which would drag seventy connector modules into every surface that renders
  * chat. Versioned catalog types (`gmail_v2`) collapse onto their base name.
  */
-const BRAND_ICON_BY_BASE_TYPE: ReadonlyMap<string, StyleableIcon> = new Map(
+export const BRAND_ICON_BY_BASE_TYPE: ReadonlyMap<string, StyleableIcon> = new Map(
   Object.entries(blockTypeToIconMap).map(([type, icon]) => [stripVersionSuffix(type), icon])
 )
 
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx
index 0328463259a..f44ac7e935b 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx
@@ -343,6 +343,10 @@ export interface SourceTagData {
    * without it the chip shows the site favicon.
    */
   connectorType?: string
+  /** The passage the reply relied on; a reply whose sources carry one is listed as result cards. */
+  snippet?: string
+  /** When the source last changed the document, as an ISO timestamp. */
+  updatedAt?: string
 }
 
 export type ContentSegment =
@@ -577,6 +581,8 @@ function isSourceTagData(value: unknown): value is SourceTagData {
   if (value.title !== undefined && typeof value.title !== 'string') return false
   if (value.siteName !== undefined && typeof value.siteName !== 'string') return false
   if (value.connectorType !== undefined && typeof value.connectorType !== 'string') return false
+  if (value.snippet !== undefined && typeof value.snippet !== 'string') return false
+  if (value.updatedAt !== undefined && typeof value.updatedAt !== 'string') return false
   return true
 }
 
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
index 19ca71fc900..d08acaf60ac 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
@@ -834,6 +834,8 @@ interface MessageContentProps {
   onOptionSelect?: (id: string) => void
   onQuestionDismiss?: () => void
   onPhaseChange?: (phase: MessagePhase) => void
+  /** The user message this reply answers, for the result cards' highlighting. */
+  userQuery?: string
   /**
    * The message's actions row (copy/thumbs). Rendered here, in the thinking
    * slot's position, so at settle the shimmer and the actions trade places in
@@ -854,6 +856,7 @@ function MessageContentInner({
   credentialSubmission,
   credentialAbandoned,
   onOptionSelect,
+  userQuery,
   onQuestionDismiss,
   onPhaseChange,
   actions,
@@ -1029,7 +1032,7 @@ function MessageContentInner({
         })}
         {sources.length > 0 && (
           <div className={isStreaming ? 'animate-stream-fade-in' : undefined}>
-            <MessageSources sources={sources} />
+            <MessageSources sources={sources} query={userQuery} onSummarize={onOptionSelect} />
           </div>
         )}
       </div>
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx
index f4f948f429f..9449cb13d7d 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx
@@ -2,6 +2,7 @@
 
 import {
   memo,
+  type ReactNode,
   useCallback,
   useDeferredValue,
   useEffect,
@@ -60,6 +61,8 @@ interface MothershipChatProps {
   workspaceId: string
   messages: ChatMessage[]
   isSending: boolean
+  /** The composer's Search-mode results, shown above the input. */
+  searchResults?: ReactNode
   isReconnecting?: boolean
   isLoading?: boolean
   onSubmit: (
@@ -288,6 +291,7 @@ const AssistantMessageRow = memo(function AssistantMessageRow({
         credentialSubmission={credentialSubmission}
         credentialAbandoned={credentialAbandoned}
         onOptionSelect={onOptionSelect}
+        userQuery={precedingUserContent}
         onQuestionDismiss={handleQuestionDismiss}
         onPhaseChange={setPhase}
         actions={
@@ -312,6 +316,7 @@ export function MothershipChat({
   workspaceId,
   messages: messagesProp,
   isSending,
+  searchResults,
   isReconnecting = false,
   isLoading = false,
   onSubmit,
@@ -817,6 +822,9 @@ export function MothershipChat({
           onAnimationEnd={animateInput ? onInputAnimationEnd : undefined}
         >
           <div className={styles.footerInner}>
+            {searchResults && (
+              <div className='max-h-[40vh] overflow-y-auto pb-2'>{searchResults}</div>
+            )}
             <QueuedMessages
               messageQueue={messageQueue}
               editingQueuedId={editingQueuedId}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index 5fed1686752..b3e620cd2b7 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -34,7 +34,6 @@ import {
 } from '@/lib/mothership/events'
 import { captureEvent } from '@/lib/posthog/client'
 import { persistImportedWorkflow } from '@/lib/workflows/operations/import-export'
-import { RESOURCE_HEADER_CLASSES } from '@/app/workspace/[workspaceId]/home/components/mothership-view/components/resource-tabs/resource-tab-controls'
 /**
  * Imported from its own folder, not the components barrel: the workflow copilot
  * panel imports that barrel for the chat pieces, and a barrel edge to this
@@ -42,6 +41,8 @@ import { RESOURCE_HEADER_CLASSES } from '@/app/workspace/[workspaceId]/home/comp
  * meta — into the workflow editor's graph. See sim-imports.md, "Code-splitting
  * through barrels".
  */
+import { KnowledgeSearchResults } from '@/app/workspace/[workspaceId]/home/components/knowledge-search-results'
+import { RESOURCE_HEADER_CLASSES } from '@/app/workspace/[workspaceId]/home/components/mothership-view/components/resource-tabs/resource-tab-controls'
 import { SuggestedActions } from '@/app/workspace/[workspaceId]/home/components/suggested-actions'
 import { resolveWorkspaceResourceRef } from '@/app/workspace/[workspaceId]/home/resolve-resource-ref'
 import {
@@ -54,6 +55,7 @@ import { useMarkMothershipChatRead } from '@/hooks/queries/mothership-chats'
 import { useWorkflows } from '@/hooks/queries/workflows'
 import { getWorkspaceFilesQueryOptions, useWorkspaceFiles } from '@/hooks/queries/workspace-files'
 import { useOAuthReturnRouter } from '@/hooks/use-oauth-return'
+import { useMothershipModeStore } from '@/stores/mothership-mode/store'
 import type { ChatContext } from '@/stores/panel'
 import {
   ChatSurfaceProvider,
@@ -153,6 +155,8 @@ export function Home({ chatId, userName, userId }: HomeProps) {
   const posthogRef = useRef(posthog)
   posthogRef.current = posthog
   const [initialPrompt, setInitialPrompt] = useState('')
+  const [searchQuery, setSearchQuery] = useState('')
+  const composerMode = useMothershipModeStore((state) => state.mode)
   const hasCheckedLandingStorageRef = useRef(false)
   const initialViewInputRef = useRef<HTMLDivElement>(null)
   const initialViewUserInputRef = useRef<UserInputHandle>(null)
@@ -440,6 +444,12 @@ export function Home({ chatId, userName, userId }: HomeProps) {
         is_new_task: !chatId,
       })
 
+      /** Search mode answers with documents, not a turn of the agent. */
+      if (useMothershipModeStore.getState().mode === 'search' && trimmed) {
+        setSearchQuery(trimmed)
+        return
+      }
+
       if (initialViewInputRef.current) {
         setIsInputEntering(true)
       }
@@ -450,6 +460,24 @@ export function Home({ chatId, userName, userId }: HomeProps) {
     [workspaceId, chatId, prepareResourceViewForAgentTurn, sendMessage]
   )
 
+  /** Summarize on a result: hand the document to the agent in Build mode. */
+  const handleSummarize = useCallback(
+    (prompt: string) => {
+      useMothershipModeStore.getState().setMode('build')
+      setSearchQuery('')
+      handleSubmit(prompt)
+    },
+    [handleSubmit]
+  )
+  const showSearchResults = composerMode === 'search' && searchQuery.length > 0
+  const searchResults = showSearchResults ? (
+    <KnowledgeSearchResults
+      workspaceId={workspaceId}
+      query={searchQuery}
+      onSummarize={handleSummarize}
+    />
+  ) : null
+
   /**
    * Handles cross-surface send requests (terminal/console "Fix in Chat", the
    * log "Troubleshoot in Chat" action). `preventDefault` claims the event so a
@@ -674,11 +702,13 @@ export function Home({ chatId, userName, userId }: HomeProps) {
                 </ChatSurfaceProvider>
                 {/* Anchored out of flow so expanding/collapsing never shifts the centered input */}
                 <div className='absolute inset-x-0 top-full'>
-                  <SuggestedActions
-                    onSelectPrompt={(prompt) =>
-                      initialViewUserInputRef.current?.populatePrompt(prompt)
-                    }
-                  />
+                  {searchResults ?? (
+                    <SuggestedActions
+                      onSelectPrompt={(prompt) =>
+                        initialViewUserInputRef.current?.populatePrompt(prompt)
+                      }
+                    />
+                  )}
                 </div>
               </div>
             </div>
@@ -688,6 +718,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
             workspaceId={workspaceId}
             messages={messages}
             isSending={isSending}
+            searchResults={searchResults}
             isReconnecting={isReconnecting}
             isLoading={showChatSkeleton}
             onSubmit={handleSubmit}
diff --git a/apps/sim/hooks/queries/kb/knowledge.ts b/apps/sim/hooks/queries/kb/knowledge.ts
index 4c064e479c9..fe885869cfa 100644
--- a/apps/sim/hooks/queries/kb/knowledge.ts
+++ b/apps/sim/hooks/queries/kb/knowledge.ts
@@ -41,6 +41,7 @@ import {
   restoreKnowledgeBaseContract,
   type SaveDocumentTagDefinitionsResult,
   saveDocumentTagDefinitionsContract,
+  searchWorkspaceKnowledgeContract,
   type TagDefinitionData,
   type TagUsageData,
   type UpdateKnowledgeDocumentResponseData,
@@ -48,6 +49,8 @@ import {
   updateKnowledgeChunkContract,
   updateKnowledgeDocumentContract,
   updateKnowledgeDocumentTagsContract,
+  type WorkspaceKnowledgeSearchBody,
+  type WorkspaceKnowledgeSearchResult,
 } from '@/lib/api/contracts/knowledge'
 import type { ChunkingStrategy, StrategyOptions } from '@/lib/chunkers/types'
 import type { DocumentSortField, SortOrder } from '@/lib/knowledge/documents/types'
@@ -74,6 +77,7 @@ export const KNOWLEDGE_DOCUMENT_DETAIL_STALE_TIME = 60 * 1000
 export const KNOWLEDGE_DOCUMENT_LIST_STALE_TIME = 60 * 1000
 export const KNOWLEDGE_CHUNK_LIST_STALE_TIME = 60 * 1000
 export const KNOWLEDGE_CHUNK_SEARCH_STALE_TIME = 60 * 1000
+export const WORKSPACE_KNOWLEDGE_SEARCH_STALE_TIME = 60 * 1000
 export const KNOWLEDGE_TAG_DEFINITION_LIST_STALE_TIME = 60 * 1000
 export const KNOWLEDGE_TAG_USAGE_STALE_TIME = 60 * 1000
 export const KNOWLEDGE_DOCUMENT_TAG_DEFINITION_LIST_STALE_TIME = 60 * 1000
@@ -1153,3 +1157,38 @@ export function useBulkDeleteKnowledgeBases(workspaceId: string) {
     },
   })
 }
+
+async function searchWorkspaceKnowledge(
+  body: WorkspaceKnowledgeSearchBody,
+  signal?: AbortSignal
+): Promise<WorkspaceKnowledgeSearchResult[]> {
+  const data = await requestJson(searchWorkspaceKnowledgeContract, { body, signal })
+  return data.data.results
+}
+
+/**
+ * What the signed-in person may read that matches `query`, across the given
+ * knowledge bases. Off until there is a query and a base to search.
+ */
+export function useWorkspaceKnowledgeSearch(
+  workspaceId: string | undefined,
+  knowledgeBaseIds: readonly string[],
+  query: string
+) {
+  const trimmed = query.trim()
+  return useQuery({
+    queryKey: knowledgeKeys.search(workspaceId, knowledgeBaseIds, trimmed),
+    queryFn: ({ signal }) =>
+      searchWorkspaceKnowledge(
+        {
+          workspaceId: workspaceId as string,
+          knowledgeBaseIds: [...knowledgeBaseIds],
+          query: trimmed,
+        },
+        signal
+      ),
+    enabled: Boolean(workspaceId) && knowledgeBaseIds.length > 0 && trimmed.length > 0,
+    staleTime: WORKSPACE_KNOWLEDGE_SEARCH_STALE_TIME,
+    placeholderData: keepPreviousData,
+  })
+}
diff --git a/apps/sim/hooks/queries/utils/knowledge-keys.ts b/apps/sim/hooks/queries/utils/knowledge-keys.ts
index e47704214d7..b4d2611d14a 100644
--- a/apps/sim/hooks/queries/utils/knowledge-keys.ts
+++ b/apps/sim/hooks/queries/utils/knowledge-keys.ts
@@ -30,6 +30,14 @@ export const knowledgeKeys = {
   details: () => [...knowledgeKeys.all, 'detail'] as const,
   detail: (knowledgeBaseId?: string) =>
     [...knowledgeKeys.details(), knowledgeBaseId ?? ''] as const,
+  searches: () => [...knowledgeKeys.all, 'search'] as const,
+  search: (workspaceId: string | undefined, knowledgeBaseIds: readonly string[], query: string) =>
+    [
+      ...knowledgeKeys.searches(),
+      workspaceId ?? '',
+      [...knowledgeBaseIds].sort().join(','),
+      query,
+    ] as const,
   tagDefinitions: (knowledgeBaseId: string) =>
     [...knowledgeKeys.detail(knowledgeBaseId), 'tagDefinitions'] as const,
   tagUsage: (knowledgeBaseId: string) =>
diff --git a/apps/sim/lib/api/contracts/knowledge/search.ts b/apps/sim/lib/api/contracts/knowledge/search.ts
index a236923eeae..cd6abd94584 100644
--- a/apps/sim/lib/api/contracts/knowledge/search.ts
+++ b/apps/sim/lib/api/contracts/knowledge/search.ts
@@ -1,5 +1,8 @@
 import { z } from 'zod'
-import { resolvedSecretTraceProvenanceSchema } from '@/lib/api/contracts/primitives'
+import {
+  resolvedSecretTraceProvenanceSchema,
+  workspaceIdSchema,
+} from '@/lib/api/contracts/primitives'
 import { defineRouteContract } from '@/lib/api/contracts/types'
 import { RESOLVED_SECRET_PROVENANCE_FIELD } from '@/lib/execution/private-tool-metadata'
 import { DEFAULT_RERANKER_MODEL, rerankerModelSchema } from '@/lib/knowledge/reranker-models'
@@ -151,3 +154,50 @@ export const internalKnowledgeSearchContract = defineRouteContract({
     }),
   },
 })
+
+/** One document a workspace search matched, with the best chunk of it. */
+export const workspaceKnowledgeSearchResultSchema = z.object({
+  documentId: z.string(),
+  knowledgeBaseId: z.string(),
+  knowledgeBaseName: z.string(),
+  documentName: z.string().nullable(),
+  sourceUrl: z.string().nullable(),
+  connectorType: z.string().nullable(),
+  sourceModifiedAt: z.string().nullable(),
+  content: z.string(),
+  chunkIndex: z.number(),
+  similarity: z.number(),
+})
+export type WorkspaceKnowledgeSearchResult = z.output<typeof workspaceKnowledgeSearchResultSchema>
+
+export const workspaceKnowledgeSearchBodySchema = z.object({
+  workspaceId: workspaceIdSchema,
+  knowledgeBaseIds: z
+    .array(z.string().min(1, 'knowledgeBaseId cannot be empty'))
+    .min(1, 'At least one knowledge base is required')
+    .max(20, 'A search spans at most 20 knowledge bases'),
+  query: z.string().trim().min(1, 'A search query is required').max(2000, 'Query is too long'),
+  topK: z.number().int().min(1).max(50).optional().default(20),
+})
+export type WorkspaceKnowledgeSearchBody = z.input<typeof workspaceKnowledgeSearchBodySchema>
+
+/**
+ * The search a signed-in person runs from the composer: what their own
+ * account may read across the workspace's knowledge bases, presented as
+ * documents to open rather than chunks to feed a model.
+ */
+export const searchWorkspaceKnowledgeContract = defineRouteContract({
+  method: 'POST',
+  path: '/api/knowledge/search',
+  body: workspaceKnowledgeSearchBodySchema,
+  response: {
+    mode: 'json',
+    schema: z.object({
+      success: z.literal(true),
+      data: z.object({
+        query: z.string(),
+        results: z.array(workspaceKnowledgeSearchResultSchema),
+      }),
+    }),
+  },
+})
diff --git a/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.test.ts b/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.test.ts
index 8c3757a4cb2..bf6cadf13c4 100644
--- a/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.test.ts
+++ b/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.test.ts
@@ -401,7 +401,7 @@ describe('manage_knowledge_base trusted application delegation', () => {
       workspaceId: 'workspace-paid',
       knowledgeBaseIds: [KNOWLEDGE_BASE.id],
       query: '{{KB_QUERY}}',
-      topK: 5,
+      topK: 10,
       resultSecretRegistry: registry,
     })
     expect(mockReadKnowledgeBase).not.toHaveBeenCalled()
diff --git a/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.ts b/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.ts
index c65ad755b66..56d6c48151e 100644
--- a/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.ts
+++ b/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.ts
@@ -57,6 +57,16 @@ import { projectResolvedSecretModelContent } from '@/executor/utils/resolved-sec
 
 const logger = createLogger('KnowledgeBaseServerTool')
 
+/** Results a query returns unless the caller asks for a number. */
+const DEFAULT_QUERY_TOP_K = 10
+/**
+ * How the model cites a knowledge result in its reply. The `<source>` tag is
+ * what the chat renders as a link back to the document, so a result without
+ * a source URL is quoted by name instead.
+ */
+const KNOWLEDGE_CITATION_INSTRUCTION =
+  'Cite each result you use inline, right after the sentence it supports, as <source>{"url":<sourceUrl>,"title":<documentName>,"siteName":<knowledgeBaseName>,"connectorType":<connectorType>,"snippet":<the sentence or two of content you relied on>,"updatedAt":<sourceModifiedAt>}</source>; omit the tag for a result whose sourceUrl is null and name the document instead.'
+
 /**
  * Resolves an environment-variable reference passed as a connector API key.
  *
@@ -405,7 +415,7 @@ export const knowledgeBaseServerTool: BaseServerTool<KnowledgeBaseArgs, Knowledg
             }
           }
 
-          const topK = args.topK || 5
+          const topK = args.topK || DEFAULT_QUERY_TOP_K
           const queryProjection = projectResolvedSecretModelContent(
             args.query,
             context.resolvedSecretTraceRegistry
@@ -446,7 +456,7 @@ export const knowledgeBaseServerTool: BaseServerTool<KnowledgeBaseArgs, Knowledg
 
           return {
             success: true,
-            message: `Found ${results.length} result(s) for query "${truncate(args.query, 50)}"`,
+            message: `Found ${results.length} result(s) for query "${truncate(args.query, 50)}". ${KNOWLEDGE_CITATION_INSTRUCTION}`,
             data: {
               knowledgeBaseId: args.knowledgeBaseId,
               knowledgeBaseName: knowledgeBase.name,
@@ -455,6 +465,10 @@ export const knowledgeBaseServerTool: BaseServerTool<KnowledgeBaseArgs, Knowledg
               totalResults: results.length,
               results: results.map((result) => ({
                 documentId: result.documentId,
+                documentName: result.documentName,
+                sourceUrl: result.sourceUrl,
+                sourceModifiedAt: result.sourceModifiedAt?.toISOString() ?? null,
+                connectorType: result.connectorType,
                 content: result.content,
                 chunkIndex: result.chunkIndex,
                 similarity: result.similarity,
diff --git a/apps/sim/lib/knowledge/application/search.ts b/apps/sim/lib/knowledge/application/search.ts
index 2b39c26da7f..e8d025cb919 100644
--- a/apps/sim/lib/knowledge/application/search.ts
+++ b/apps/sim/lib/knowledge/application/search.ts
@@ -117,6 +117,10 @@ export interface KnowledgeSearchItem {
   documentId: string
   documentName: string | null
   sourceUrl: string | null
+  /** When the source last changed the document; null for uploads and sources that do not say. */
+  sourceModifiedAt: Date | null
+  /** The connector the document was synced through; null for an upload. */
+  connectorType: string | null
   content: string
   chunkIndex: number
   metadata: Record<string, unknown>
@@ -509,6 +513,10 @@ export const searchKnowledge = defineAuthorizedKnowledgeUseCase({
         documentId: row.documentId,
         documentName: document?.filename ?? null,
         sourceUrl: document?.sourceUrl ?? null,
+        sourceModifiedAt:
+          document && 'sourceModifiedAt' in document ? (document.sourceModifiedAt ?? null) : null,
+        connectorType:
+          document && 'connectorType' in document ? (document.connectorType ?? null) : null,
         content: row.content,
         chunkIndex: row.chunkIndex,
         metadata,
diff --git a/apps/sim/lib/knowledge/orchestration/connectors.ts b/apps/sim/lib/knowledge/orchestration/connectors.ts
index 2df2febbeaa..c8e4bd60073 100644
--- a/apps/sim/lib/knowledge/orchestration/connectors.ts
+++ b/apps/sim/lib/knowledge/orchestration/connectors.ts
@@ -6,6 +6,7 @@ import {
   knowledgeBase,
   knowledgeBaseTagDefinitions,
   knowledgeConnector,
+  knowledgeConnectorMember,
 } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
 import { generateId } from '@sim/utils/id'
@@ -1052,6 +1053,22 @@ export async function performSyncKnowledgeConnector(
    * outcome and both records describe what actually happened.
    */
   try {
+    /**
+     * A manual run is meant to list everyone now, so every active member is
+     * made due; otherwise each waits out its own interval and the run claims
+     * nobody.
+     */
+    if (connector.accessMode === 'members') {
+      await db
+        .update(knowledgeConnectorMember)
+        .set({ nextAttemptAt: new Date(), updatedAt: new Date() })
+        .where(
+          and(
+            eq(knowledgeConnectorMember.connectorId, connectorId),
+            eq(knowledgeConnectorMember.status, 'active')
+          )
+        )
+    }
     const dispatch =
       connector.accessMode === 'members'
         ? await (await loadDispatchMemberSync())(connectorId, { billingAttribution, requestId })
diff --git a/apps/sim/lib/knowledge/search/queries.ts b/apps/sim/lib/knowledge/search/queries.ts
index ef9f7d9c2bd..57cece6f4c6 100644
--- a/apps/sim/lib/knowledge/search/queries.ts
+++ b/apps/sim/lib/knowledge/search/queries.ts
@@ -1,5 +1,5 @@
 import { db } from '@sim/db'
-import { document, embedding } from '@sim/db/schema'
+import { document, embedding, knowledgeConnector } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
 import { getErrorMessage, getPostgresErrorCode } from '@sim/utils/errors'
 import { and, eq, inArray, isNull, type SQL, sql } from 'drizzle-orm'
@@ -19,6 +19,8 @@ const logger = createLogger('KnowledgeSearchQueries')
 const UNDEFINED_OBJECT_SQLSTATE = '42704'
 /** Tuples a relaxed-order scan may visit before giving up on filling the limit. */
 const HNSW_MAX_SCAN_TUPLES = '20000'
+/** pgvector's default `hnsw.ef_search`: the candidates a plain scan yields before predicates. */
+const HNSW_DEFAULT_EF_SEARCH = 40
 
 /** How long to stop trying the iterative-scan settings after the server rejected them. */
 const HNSW_SETTINGS_UNSUPPORTED_RETRY_MS = 10 * 60 * 1000
@@ -39,14 +41,17 @@ type SearchExecutor = Pick<typeof db, 'select'>
  */
 async function withVectorScanSettings<T>(
   access: KnowledgeAccessScope,
+  limit: number,
   run: (executor: SearchExecutor) => Promise<T>
 ): Promise<T> {
   /**
-   * The workspace pair matches every row, so a plain index scan already fills
-   * the limit; only a personal token set is selective enough to need the
-   * iterative scan, and existing workspaces keep the query they had.
+   * A plain index scan yields `hnsw.ef_search` candidates (40 by default)
+   * before the predicates apply. That fills a small limit for the workspace
+   * pair, which matches every row; a personal token set, or a limit past the
+   * pool, needs the iterative scan to keep going until the limit is met.
    */
-  if (!hasSubjectTokens(access) || Date.now() < hnswSettingsUnsupportedUntil) return run(db)
+  const needsIterativeScan = hasSubjectTokens(access) || limit > HNSW_DEFAULT_EF_SEARCH
+  if (!needsIterativeScan || Date.now() < hnswSettingsUnsupportedUntil) return run(db)
   try {
     return await db.transaction(async (tx) => {
       await tx.execute(
@@ -72,6 +77,10 @@ function hasSubjectTokens(access: KnowledgeAccessScope): boolean {
 export interface DocumentMetadata {
   filename: string
   sourceUrl: string | null
+  /** When the source last changed the document; null for uploads and sources that do not say. */
+  sourceModifiedAt: Date | null
+  /** The connector the document was synced through; null for an upload. */
+  connectorType: string | null
 }
 
 /**
@@ -95,8 +104,11 @@ export async function getDocumentMetadataByIds(
       id: document.id,
       filename: document.filename,
       sourceUrl: document.sourceUrl,
+      sourceModifiedAt: document.sourceModifiedAt,
+      connectorType: knowledgeConnector.connectorType,
     })
     .from(document)
+    .leftJoin(knowledgeConnector, eq(knowledgeConnector.id, document.connectorId))
     .where(
       and(
         inArray(document.id, uniqueIds),
@@ -109,7 +121,12 @@ export async function getDocumentMetadataByIds(
 
   const map: Record<string, DocumentMetadata> = {}
   documents.forEach((doc) => {
-    map[doc.id] = { filename: doc.filename, sourceUrl: doc.sourceUrl ?? null }
+    map[doc.id] = {
+      filename: doc.filename,
+      sourceUrl: doc.sourceUrl ?? null,
+      sourceModifiedAt: doc.sourceModifiedAt ?? null,
+      connectorType: doc.connectorType ?? null,
+    }
   })
 
   return map
@@ -392,6 +409,13 @@ function getVisibilityConditions(access: KnowledgeAccessScope) {
   ]
 }
 
+/** Candidates each hybrid leg retrieves before the fused list is trimmed to `topK`. */
+const HYBRID_CANDIDATE_MIN = 50
+const HYBRID_CANDIDATE_MAX = 200
+export function hybridCandidateCount(topK: number): number {
+  return Math.min(Math.max(topK * 3, HYBRID_CANDIDATE_MIN), HYBRID_CANDIDATE_MAX)
+}
+
 export function getQueryStrategy(kbCount: number, topK: number) {
   const useParallel = kbCount > 4 || (kbCount > 2 && topK > 50)
   const distanceThreshold = kbCount > 3 ? 0.8 : 1.0
@@ -434,7 +458,7 @@ async function executeVectorSearchOnIds(
     return []
   }
 
-  const rows = await withVectorScanSettings(access, (executor) =>
+  const rows = await withVectorScanSettings(access, topK, (executor) =>
     executor
       .select(
         getSearchResultFields(
@@ -533,7 +557,7 @@ export async function handleVectorOnlySearch(params: SearchParams): Promise<Sear
    */
   if (strategy.useParallel) {
     const parallelLimit = Math.ceil(topK / knowledgeBaseIds.length) + 5
-    const allResults = await withVectorScanSettings(access, async (executor) => {
+    const allResults = await withVectorScanSettings(access, parallelLimit, async (executor) => {
       const parallelResults = await Promise.all(
         knowledgeBaseIds.map((kbId) =>
           vectorLeg(executor, eq(embedding.knowledgeBaseId, kbId), parallelLimit)
@@ -543,7 +567,7 @@ export async function handleVectorOnlySearch(params: SearchParams): Promise<Sear
     })
     return allResults.sort((a, b) => a.distance - b.distance).slice(0, topK)
   }
-  const rows = await withVectorScanSettings(access, (executor) =>
+  const rows = await withVectorScanSettings(access, topK, (executor) =>
     vectorLeg(executor, inArray(embedding.knowledgeBaseId, knowledgeBaseIds), topK)
   )
   return rows.sort((a, b) => a.distance - b.distance)
@@ -810,17 +834,29 @@ export async function executeKnowledgeSearch(
   }
 
   const { distanceThreshold } = getQueryStrategy(knowledgeBaseIds.length, topK)
+  /**
+   * Hybrid fuses two rankings, so each leg retrieves more than the caller
+   * asked for: a chunk that both legs rank just below `topK` is a strong
+   * signal the fused list must be able to surface.
+   */
+  const legTopK = searchMode === 'hybrid' ? hybridCandidateCount(topK) : topK
 
   const vectorSearch = hasFilters
     ? handleTagAndVectorSearch({
         knowledgeBaseIds,
-        topK,
+        topK: legTopK,
         structuredFilters,
         queryVector,
         distanceThreshold,
         access,
       })
-    : handleVectorOnlySearch({ knowledgeBaseIds, topK, queryVector, distanceThreshold, access })
+    : handleVectorOnlySearch({
+        knowledgeBaseIds,
+        topK: legTopK,
+        queryVector,
+        distanceThreshold,
+        access,
+      })
 
   if (searchMode === 'vector') {
     const results = await vectorSearch
@@ -833,7 +869,7 @@ export async function executeKnowledgeSearch(
    */
   const keywordSearch = executeKeywordSearch({
     knowledgeBaseIds,
-    topK,
+    topK: legTopK,
     query: query!,
     queryVector,
     structuredFilters,
diff --git a/apps/sim/lib/knowledge/search/recency.ts b/apps/sim/lib/knowledge/search/recency.ts
index 0fa7d515cc1..d06dd12bacf 100644
--- a/apps/sim/lib/knowledge/search/recency.ts
+++ b/apps/sim/lib/knowledge/search/recency.ts
@@ -9,7 +9,7 @@ export const RRF_K = 60
 /** Age at which a document's recency boost has decayed to half. */
 export const RECENCY_HALF_LIFE_DAYS = 90
 /** The most a fully fresh document's rank score is raised, as a fraction. */
-export const RECENCY_WEIGHT = 0.15
+export const RECENCY_WEIGHT = 0.05
 
 const DAY_MS = 24 * 60 * 60 * 1000
 

From caabe9b1db7c62d6ddc0720539fd56d8bb8bd439 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Tue, 1 Sep 2026 23:57:51 -0700
Subject: [PATCH 26/76] fix(knowledge): land member observations and ACLs only
 under the lease

A run that stalled past the lease TTL and resumed after a replacement took
over could commit stale observations, membership rows, and document ACLs
over the replacement's. Every such write now runs in a transaction that
first proves the run still holds the connector's member lease, holding the
connector row's lock so the scheduler cannot reclaim it mid-transaction; a
run that lost it ends as superseded.
---
 .../connectors/member-observations.ts         |  5 +-
 .../connectors/member-sync-engine.ts          | 79 ++++++++++++++-----
 2 files changed, 62 insertions(+), 22 deletions(-)

diff --git a/apps/sim/lib/knowledge/connectors/member-observations.ts b/apps/sim/lib/knowledge/connectors/member-observations.ts
index 0bed21ab984..57aa690c76f 100644
--- a/apps/sim/lib/knowledge/connectors/member-observations.ts
+++ b/apps/sim/lib/knowledge/connectors/member-observations.ts
@@ -209,13 +209,14 @@ export async function rewriteConnectorAcls(
 
 export async function materializeDocumentAcls(
   connectorId: string,
-  documentIds: Iterable<string>
+  documentIds: Iterable<string>,
+  executor: DbOrTx = db
 ): Promise<number> {
   const ids = [...new Set(documentIds)]
   let updated = 0
   for (let offset = 0; offset < ids.length; offset += MATERIALIZE_BATCH_SIZE) {
     const batch = ids.slice(offset, offset + MATERIALIZE_BATCH_SIZE)
-    const rows = await db
+    const rows = await executor
       .update(document)
       .set({ acl: observedAcl() })
       .where(
diff --git a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
index 42df625f531..8f2c6e498fb 100644
--- a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
+++ b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
@@ -22,6 +22,7 @@ import {
   isManagedCredentialGroupBindingLive,
   loadCredentialGroupCredentialListContext,
 } from '@/lib/credential-groups/credentials'
+import type { DbOrTx } from '@/lib/db/types'
 import { isKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
 import { EMPTY_ACL, subjectToken } from '@/lib/knowledge/access/tokens'
 import {
@@ -397,6 +398,28 @@ function createMemberTokenCache(input: {
   }
 }
 
+/**
+ * Runs `fn` in a transaction that first proves this run still holds the
+ * connector's member lease, taking the connector row's lock so the scheduler
+ * cannot reclaim the lease mid-transaction. A run that stalled past the lease
+ * TTL and resumed after a replacement took over therefore never lands its
+ * observations or ACLs over the replacement's; it ends as superseded.
+ */
+async function withMemberLease<T>(
+  run: Pick<MemberSyncRun, 'connectorId' | 'runId'>,
+  fn: (tx: DbOrTx) => Promise<T>
+): Promise<T> {
+  return db.transaction(async (tx) => {
+    const [held] = await tx
+      .select({ id: knowledgeConnector.id })
+      .from(knowledgeConnector)
+      .where(stillHoldsMemberSyncLock(run.connectorId, run.runId))
+      .for('update')
+    if (!held) throw new SyncLockLostException(run.connectorId)
+    return fn(tx)
+  })
+}
+
 async function acquireMemberSyncLock(
   connectorId: string,
   runId: string,
@@ -525,6 +548,10 @@ async function reconcileMembership(
 
   const inserts: (typeof knowledgeConnectorMember.$inferInsert)[] = []
   const affectedMemberIds: string[] = []
+  const updates: Array<{
+    id: string
+    values: Partial<typeof knowledgeConnectorMember.$inferInsert>
+  }> = []
   const deleteMemberIds: string[] = []
 
   for (const snapshot of snapshots.values()) {
@@ -558,17 +585,17 @@ async function reconcileMembership(
     const tokenChanged = row.subjectToken !== snapshot.subjectToken
     const statusChanged = row.status !== status
     if (!tokenChanged && !statusChanged) continue
-    await db
-      .update(knowledgeConnectorMember)
-      .set({
+    updates.push({
+      id: row.id,
+      values: {
         subjectToken: snapshot.subjectToken,
         status,
         suspendedAt: snapshot.active ? null : (row.suspendedAt ?? now),
         /** A reactivated member is due immediately; their observations may be stale. */
         ...(statusChanged && snapshot.active ? { nextAttemptAt: now, consecutiveFailures: 0 } : {}),
         updatedAt: now,
-      })
-      .where(eq(knowledgeConnectorMember.id, row.id))
+      },
+    })
     affectedMemberIds.push(row.id)
   }
 
@@ -585,18 +612,28 @@ async function reconcileMembership(
       affectedDocumentIds.add(documentId)
     }
   }
-  if (deleteMemberIds.length > 0) {
-    await db
-      .delete(knowledgeConnectorMember)
-      .where(
-        and(
-          eq(knowledgeConnectorMember.connectorId, run.connectorId),
-          inArray(knowledgeConnectorMember.id, deleteMemberIds)
-        )
-      )
-  }
-  if (inserts.length > 0) {
-    await db.insert(knowledgeConnectorMember).values(inserts).onConflictDoNothing()
+  if (updates.length > 0 || deleteMemberIds.length > 0 || inserts.length > 0) {
+    await withMemberLease(run, async (tx) => {
+      for (const update of updates) {
+        await tx
+          .update(knowledgeConnectorMember)
+          .set(update.values)
+          .where(eq(knowledgeConnectorMember.id, update.id))
+      }
+      if (deleteMemberIds.length > 0) {
+        await tx
+          .delete(knowledgeConnectorMember)
+          .where(
+            and(
+              eq(knowledgeConnectorMember.connectorId, run.connectorId),
+              inArray(knowledgeConnectorMember.id, deleteMemberIds)
+            )
+          )
+      }
+      if (inserts.length > 0) {
+        await tx.insert(knowledgeConnectorMember).values(inserts).onConflictDoNothing()
+      }
+    })
   }
 
   logger.info('Reconciled members-mode membership', {
@@ -895,7 +932,7 @@ async function applyMemberListing(
   const exhaustedFailures = (outcome.member.consecutiveFailures ?? 0) + 1
   const now = new Date()
 
-  await db.transaction(async (tx) => {
+  await withMemberLease(run, async (tx) => {
     const added = await recordMemberObservations(tx, outcome.member.id, seenDocumentIds, run.runId)
     run.result.observationsAdded += added
     /**
@@ -1145,7 +1182,7 @@ async function disableMemberSync(run: MemberSyncRun, reason: string): Promise<vo
       db,
       suspended.map((row) => row.id)
     )
-    await materializeDocumentAcls(run.connectorId, affected)
+    await withMemberLease(run, (tx) => materializeDocumentAcls(run.connectorId, affected, tx))
   }
   await failMemberSyncLog(run.runId, run.result, reason)
   await db
@@ -1472,7 +1509,9 @@ export async function executeMemberSync(
       for (const documentId of affected) affectedDocumentIds.add(documentId)
     }
 
-    await materializeDocumentAcls(connectorId, affectedDocumentIds)
+    await withMemberLease(run, (tx) =>
+      materializeDocumentAcls(connectorId, affectedDocumentIds, tx)
+    )
 
     /**
      * Nobody has completed a listing yet — a connector that just entered

From 9ea67bab1fe4d8dd34284243f45e4e8b0c2efd64 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 00:03:55 -0700
Subject: [PATCH 27/76] fix(knowledge): disable a member sync only under the
 lease

A run whose binding was removed suspended members and rewrote ACLs before
proving it still held the lease; a run reclaimed meanwhile could suspend
the replacement's members and then fail. Suspension, the ACLs it changes,
and the disable now land in one lease-guarded transaction, and a reclaimed
run ends as superseded.
---
 .../connectors/member-sync-engine.ts          | 57 ++++++++++---------
 1 file changed, 30 insertions(+), 27 deletions(-)

diff --git a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
index 8f2c6e498fb..8b9e0fc86f7 100644
--- a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
+++ b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
@@ -1167,35 +1167,38 @@ async function deferMemberSync(run: MemberSyncRun, syncIntervalMinutes: number):
  */
 async function disableMemberSync(run: MemberSyncRun, reason: string): Promise<void> {
   const now = new Date()
-  const suspended = await db
-    .update(knowledgeConnectorMember)
-    .set({ status: 'suspended', suspendedAt: now, updatedAt: now })
-    .where(
-      and(
-        eq(knowledgeConnectorMember.connectorId, run.connectorId),
-        eq(knowledgeConnectorMember.status, 'active')
+  /** Suspension, the ACLs it changes, and the disable itself land together, and only under the lease. */
+  await withMemberLease(run, async (tx) => {
+    const suspended = await tx
+      .update(knowledgeConnectorMember)
+      .set({ status: 'suspended', suspendedAt: now, updatedAt: now })
+      .where(
+        and(
+          eq(knowledgeConnectorMember.connectorId, run.connectorId),
+          eq(knowledgeConnectorMember.status, 'active')
+        )
       )
-    )
-    .returning({ id: knowledgeConnectorMember.id })
-  if (suspended.length > 0) {
-    const affected = await listObservedDocumentIds(
-      db,
-      suspended.map((row) => row.id)
-    )
-    await withMemberLease(run, (tx) => materializeDocumentAcls(run.connectorId, affected, tx))
-  }
+      .returning({ id: knowledgeConnectorMember.id })
+    if (suspended.length > 0) {
+      const affected = await listObservedDocumentIds(
+        tx,
+        suspended.map((row) => row.id)
+      )
+      await materializeDocumentAcls(run.connectorId, affected, tx)
+    }
+    await tx
+      .update(knowledgeConnector)
+      .set({
+        memberSyncStatus: 'disabled',
+        lastMemberSyncError: reason,
+        nextMemberSyncAt: null,
+        memberSyncLockToken: null,
+        memberSyncLockLeaseAt: null,
+        updatedAt: now,
+      })
+      .where(holdsMemberSyncLockToken(run.connectorId, run.runId))
+  })
   await failMemberSyncLog(run.runId, run.result, reason)
-  await db
-    .update(knowledgeConnector)
-    .set({
-      memberSyncStatus: 'disabled',
-      lastMemberSyncError: reason,
-      nextMemberSyncAt: null,
-      memberSyncLockToken: null,
-      memberSyncLockLeaseAt: null,
-      updatedAt: now,
-    })
-    .where(holdsMemberSyncLockToken(run.connectorId, run.runId))
   logger.warn('Member sync disabled', { connectorId: run.connectorId, reason })
 }
 

From 087d6d2b68fd0f0551d51874bc07ff60a2284afa Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 00:10:03 -0700
Subject: [PATCH 28/76] fix(knowledge): record a member failure only under the
 lease

A listing that ran past the lease TTL and then failed wrote its backoff
over the replacement run's counters and schedule. The failure ladder now
lands under the same lease guard as every other member write.
---
 .../connectors/member-sync-engine.ts          | 23 +++++++++++--------
 1 file changed, 13 insertions(+), 10 deletions(-)

diff --git a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
index 8b9e0fc86f7..028c08d44a5 100644
--- a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
+++ b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
@@ -728,20 +728,23 @@ async function countDueMembers(
 }
 
 async function recordMemberFailure(
+  run: MemberSyncRun,
   member: MemberRow,
   error: unknown,
   syncIntervalMinutes: number
 ): Promise<void> {
   const failures = member.consecutiveFailures + 1
-  await db
-    .update(knowledgeConnectorMember)
-    .set({
-      consecutiveFailures: failures,
-      nextAttemptAt: new Date(Date.now() + memberFailureBackoffMs(failures, syncIntervalMinutes)),
-      lastError: getErrorMessage(error),
-      updatedAt: new Date(),
-    })
-    .where(eq(knowledgeConnectorMember.id, member.id))
+  await withMemberLease(run, (tx) =>
+    tx
+      .update(knowledgeConnectorMember)
+      .set({
+        consecutiveFailures: failures,
+        nextAttemptAt: new Date(Date.now() + memberFailureBackoffMs(failures, syncIntervalMinutes)),
+        lastError: getErrorMessage(error),
+        updatedAt: new Date(),
+      })
+      .where(eq(knowledgeConnectorMember.id, member.id))
+  )
 }
 
 /**
@@ -904,7 +907,7 @@ async function listForMember(input: {
       memberId: member.id,
       error: getErrorMessage(error),
     })
-    await recordMemberFailure(member, error, input.syncIntervalMinutes)
+    await recordMemberFailure(input.run, member, error, input.syncIntervalMinutes)
     run.result.membersFailed += 1
     return { kind: 'failed' }
   }

From 9549f17dfe1ecdb01ba84ed8bc0cfa74d2717dfa Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 00:22:27 -0700
Subject: [PATCH 29/76] fix(knowledge): tombstone and resurrect only under the
 lease

The document lifecycle's tombstone and resurrection writes ran outside the
lease guard, so a run reclaimed after its ACL transaction could hide a
document the replacement restored or expose one it removed. They now run
in the same lease-guarded transaction as every other member write, and a
run whose lease is lost while it disables itself ends as superseded rather
than rejecting.
---
 .../connectors/member-observations.ts         | 77 ++++++++++---------
 .../connectors/member-sync-engine.ts          | 12 ++-
 2 files changed, 52 insertions(+), 37 deletions(-)

diff --git a/apps/sim/lib/knowledge/connectors/member-observations.ts b/apps/sim/lib/knowledge/connectors/member-observations.ts
index 57aa690c76f..f4a2c549696 100644
--- a/apps/sim/lib/knowledge/connectors/member-observations.ts
+++ b/apps/sim/lib/knowledge/connectors/member-observations.ts
@@ -254,6 +254,8 @@ export async function applyMemberDocumentLifecycle(input: {
   knowledgeBaseId: string
   runId: string
   lease: Pick<SyncRunLease, 'beatIfDue'>
+  /** Runs the tombstone and resurrection writes only while the run still holds its lease. */
+  withLease: <T>(fn: (tx: DbOrTx) => Promise<T>) => Promise<T>
   /** External ids whose refresh did not land this run; withheld from resurrection. */
   failedExternalIds: ReadonlySet<string>
   /**
@@ -266,52 +268,55 @@ export async function applyMemberDocumentLifecycle(input: {
   const { connectorId, knowledgeBaseId, runId } = input
   const now = new Date()
 
-  const tombstoned = !input.allowRemoval
-    ? []
-    : await db
-        .update(document)
-        .set({ deletedAt: now })
-        .where(
-          and(
-            eq(document.connectorId, connectorId),
-            eq(document.userExcluded, false),
-            isNull(document.archivedAt),
-            isNull(document.deletedAt),
-            hasNoObservation()
-          )
-        )
-        .returning({ id: document.id })
-
-  const resurrectionCandidates = await db
-    .select({ id: document.id, externalId: document.externalId })
-    .from(document)
-    .where(
-      and(
-        eq(document.connectorId, connectorId),
-        isNull(document.archivedAt),
-        isNotNull(document.deletedAt),
-        hasObservation()
-      )
-    )
-  const resurrectIds = resurrectionCandidates
-    .filter((row) => !row.externalId || !input.failedExternalIds.has(row.externalId))
-    .map((row) => row.id)
-  const resurrected =
-    resurrectIds.length === 0
+  const { tombstoned, resurrected } = await input.withLease(async (tx) => {
+    const tombstoned = !input.allowRemoval
       ? []
-      : await db
+      : await tx
           .update(document)
-          .set({ deletedAt: null })
+          .set({ deletedAt: now })
           .where(
             and(
-              inArray(document.id, resurrectIds),
               eq(document.connectorId, connectorId),
+              eq(document.userExcluded, false),
               isNull(document.archivedAt),
-              isNotNull(document.deletedAt)
+              isNull(document.deletedAt),
+              hasNoObservation()
             )
           )
           .returning({ id: document.id })
 
+    const resurrectionCandidates = await tx
+      .select({ id: document.id, externalId: document.externalId })
+      .from(document)
+      .where(
+        and(
+          eq(document.connectorId, connectorId),
+          isNull(document.archivedAt),
+          isNotNull(document.deletedAt),
+          hasObservation()
+        )
+      )
+    const resurrectIds = resurrectionCandidates
+      .filter((row) => !row.externalId || !input.failedExternalIds.has(row.externalId))
+      .map((row) => row.id)
+    const resurrected =
+      resurrectIds.length === 0
+        ? []
+        : await tx
+            .update(document)
+            .set({ deletedAt: null })
+            .where(
+              and(
+                inArray(document.id, resurrectIds),
+                eq(document.connectorId, connectorId),
+                isNull(document.archivedAt),
+                isNotNull(document.deletedAt)
+              )
+            )
+            .returning({ id: document.id })
+    return { tombstoned, resurrected }
+  })
+
   const purgeCutoff = new Date(now.getTime() - MEMBER_TOMBSTONE_PURGE_DAYS * 24 * 60 * 60 * 1000)
   const purgeCandidates = input.allowRemoval
     ? await db
diff --git a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
index 028c08d44a5..b26cc7e853a 100644
--- a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
+++ b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
@@ -1539,6 +1539,7 @@ export async function executeMemberSync(
       knowledgeBaseId: connector.knowledgeBaseId,
       runId,
       lease: run.lease,
+      withLease: (fn) => withMemberLease(run, fn),
       failedExternalIds: state.failedExternalIds,
       allowRemoval: (listed?.count ?? 0) > 0,
     })
@@ -1590,7 +1591,16 @@ export async function executeMemberSync(
       return skipped(result, 'connector_deleted_during_sync')
     }
     if (error instanceof MemberBindingGoneError) {
-      await disableMemberSync(run, error.message)
+      try {
+        await disableMemberSync(run, error.message)
+      } catch (disableError) {
+        if (!(disableError instanceof SyncLockLostException)) throw disableError
+        logger.warn('Member sync abandoned — lock was reclaimed before it could be disabled', {
+          connectorId,
+          runId,
+        })
+        return skipped(result, 'sync_superseded')
+      }
       return { ...skipped(result, 'connector_not_syncable'), error: error.message }
     }
 

From b7f638bfc55740269a6fb45744b1e11441344035 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 00:29:35 -0700
Subject: [PATCH 30/76] fix(knowledge): prove the lease before a batch's
 document writes

Hydrating a batch can outlast the lease. processDocOps now takes the strict
lease probe before persisting anything from a batch, so a run replaced
during hydration cannot land stale content or queue processing over the
replacement's; it ends as superseded. Both engines share the guard.
---
 apps/sim/lib/knowledge/connectors/sync-primitives.ts | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/apps/sim/lib/knowledge/connectors/sync-primitives.ts b/apps/sim/lib/knowledge/connectors/sync-primitives.ts
index f12afdad5dd..dabd90c9031 100644
--- a/apps/sim/lib/knowledge/connectors/sync-primitives.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-primitives.ts
@@ -1495,7 +1495,7 @@ export interface ProcessDocOpsInput {
   forceRehydrate: boolean
   state: SyncRunState
   hydration: DocOpHydration
-  lease: Pick<SyncRunLease, 'beatIfDue'>
+  lease: Pick<SyncRunLease, 'beatIfDue' | 'beatLive'>
   /** Who may read the documents this pass writes. */
   documentAccess: SyncDocumentAccess
 }
@@ -1643,6 +1643,14 @@ export async function processDocOps(input: ProcessDocOpsInput): Promise<void> {
       }
     }
 
+    /**
+     * Hydration above may have outlasted the lease. Nothing from this batch is
+     * written until the run proves it still owns the connector, so a run that
+     * was replaced meanwhile cannot land stale content or queue processing
+     * over the replacement's.
+     */
+    await input.lease.beatLive()
+
     if (skippedRetryHashUpdates.length > 0) {
       try {
         const missedExternalIds = await persistSkippedRetryHashes(

From 75df3e51f5b5299012ffc1e6b8118051983aca6e Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 00:51:15 -0700
Subject: [PATCH 31/76] feat(knowledge): one click connects a Sim Search source
 and indexes it for the person

Connecting a source on the Search tab, or from the composer's Search-mode
suggestions, no longer creates a bare credential that indexes nothing. It
finds or creates the workspace's Sim Search knowledge base and a per-member
connector for the source, then enrolls the person; the OAuth completion
queues their member run, so indexing starts on its own and the row counts
their documents up as they land. Sources that need a site or space are set
up from a knowledge base instead. The credential-only detail page goes.
---
 .../api/knowledge/sim-search/connect/route.ts |  20 ++
 .../connector-actions.test.ts                 |   7 +-
 .../suggested-actions/connector-actions.ts    |  19 +-
 .../suggested-actions.test.tsx                |  43 ++-
 .../suggested-actions/suggested-actions.tsx   |  50 +++-
 .../components/suggested-actions/types.ts     |   8 +-
 .../search/connected/[credentialId]/page.tsx  |  15 --
 .../search-credential-detail.tsx              | 240 -----------------
 .../search/hooks/use-search-credentials.ts    |  48 ----
 .../[workspaceId]/search/search.test.tsx      | 171 ++++++------
 .../workspace/[workspaceId]/search/search.tsx | 246 ++++++++++--------
 apps/sim/hooks/queries/kb/connectors.ts       |  23 ++
 apps/sim/hooks/use-member-enrollment.ts       |  75 ++++--
 .../lib/api/contracts/knowledge/connectors.ts |  30 +++
 .../lib/knowledge/application/connectors.ts   |  41 ++-
 .../knowledge/application/operations.test.ts  |   1 +
 .../lib/knowledge/application/operations.ts   |  12 +
 .../lib/knowledge/application/search.test.ts  |   5 +
 .../lib/knowledge/application/sim-search.ts   | 131 ++++++++++
 apps/sim/lib/sim-search/connectors.test.ts    |  35 ++-
 apps/sim/lib/sim-search/connectors.ts         |  29 +--
 21 files changed, 630 insertions(+), 619 deletions(-)
 create mode 100644 apps/sim/app/api/knowledge/sim-search/connect/route.ts
 delete mode 100644 apps/sim/app/workspace/[workspaceId]/search/connected/[credentialId]/page.tsx
 delete mode 100644 apps/sim/app/workspace/[workspaceId]/search/connected/[credentialId]/search-credential-detail.tsx
 delete mode 100644 apps/sim/app/workspace/[workspaceId]/search/hooks/use-search-credentials.ts
 create mode 100644 apps/sim/lib/knowledge/application/sim-search.ts

diff --git a/apps/sim/app/api/knowledge/sim-search/connect/route.ts b/apps/sim/app/api/knowledge/sim-search/connect/route.ts
new file mode 100644
index 00000000000..cc842ee90a0
--- /dev/null
+++ b/apps/sim/app/api/knowledge/sim-search/connect/route.ts
@@ -0,0 +1,20 @@
+import { connectSimSearchConnectorContract } from '@/lib/api/contracts/knowledge'
+import {
+  defineInternalJsonRoute,
+  internalRateLimits,
+  internalSessionAuth,
+} from '@/lib/api/server/routes'
+import { internalKnowledgeErrorPolicies } from '@/lib/knowledge/api/route-policies'
+import { knowledgeOperations } from '@/lib/knowledge/application/operations'
+import { connectSimSearchConnector } from '@/lib/knowledge/application/sim-search'
+
+export const POST = defineInternalJsonRoute({
+  contract: connectSimSearchConnectorContract,
+  auth: internalSessionAuth,
+  operation: knowledgeOperations.simSearchConnect,
+  rateLimit: internalRateLimits.none({ reason: 'One click per source; mints a single-use link' }),
+  errorPolicy: internalKnowledgeErrorPolicies.connectors,
+  mapInput: ({ body }) => ({ workspaceId: body.workspaceId, connectorType: body.connectorType }),
+  useCase: connectSimSearchConnector,
+  present: (result) => ({ success: true as const, data: result }),
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.test.ts b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.test.ts
index e1290578c36..edfba05fbe8 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.test.ts
@@ -22,10 +22,6 @@ vi.mock('@/lib/sim-search/connectors', () => {
     blockType: type,
   })
   return {
-    isSearchConnectorConnected: (
-      candidate: { providerIds: string[] },
-      connected: ReadonlySet<string>
-    ) => candidate.providerIds.some((providerId) => connected.has(providerId)),
     SEARCH_CONNECTORS: [
       connector('airtable', 'Airtable', 'airtable'),
       connector('confluence', 'Confluence', 'confluence'),
@@ -63,11 +59,12 @@ describe('computeConnectorActions', () => {
     })
   })
 
-  it('drops every connector on a connected provider and refills from the rotation', () => {
+  it('drops every connected source and refills from the rotation', () => {
     const actions = computeConnectorActions(new Set(['jira', 'airtable']), ALL_AVAILABLE)
 
     expect(actions.map((action) => action.id)).toEqual([
       'connect-confluence',
+      'connect-jsm',
       'connect-notion',
       'connect-slack',
     ])
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.ts b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.ts
index dfb30c4765b..6123834245c 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.ts
@@ -1,8 +1,4 @@
-import {
-  isSearchConnectorConnected,
-  SEARCH_CONNECTORS,
-  type SearchConnector,
-} from '@/lib/sim-search/connectors'
+import { SEARCH_CONNECTORS, type SearchConnector } from '@/lib/sim-search/connectors'
 import type { Action } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/types'
 import { weightedSample } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/weighted-sample'
 
@@ -40,18 +36,17 @@ function toConnectorAction(connector: SearchConnector): Action {
 
 /**
  * Builds the Search-mode rows: the pinned connectors first, then a uniform
- * sample of the rest to fill four slots. A connector whose provider the viewer
- * has already connected is dropped from both halves — so Jira and Jira Service
- * Management, which share one provider, leave together — and a pinned slot
- * freed that way is taken by the rotation. Connectors this deployment cannot
- * connect are dropped the same way, so a row never opens a modal that fails.
+ * sample of the rest to fill four slots. A source the viewer has already
+ * connected is dropped from both halves, and a pinned slot freed that way is
+ * taken by the rotation. Sources this deployment cannot connect are dropped
+ * the same way, so a row never starts a connection that fails.
  */
 export function computeConnectorActions(
-  connectedProviderIds: ReadonlySet<string>,
+  connectedTypes: ReadonlySet<string>,
   isAvailable: (connector: SearchConnector) => boolean
 ): Action[] {
   const offered = (connector: SearchConnector) =>
-    isAvailable(connector) && !isSearchConnectorConnected(connector, connectedProviderIds)
+    isAvailable(connector) && !connectedTypes.has(connector.type)
   const pinned = PINNED.filter(offered)
   const pool = ROTATING.filter(offered)
   const rotating = weightedSample(pool, CONNECTOR_ACTION_COUNT - pinned.length, () => 1)
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
index f997520eaf3..b79be3ee8e5 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
@@ -5,10 +5,13 @@ import { act } from 'react'
 import { createRoot, type Root } from 'react-dom/client'
 import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
 
-const { mockCaptureEvent, mockUseSearchCredentials } = vi.hoisted(() => ({
-  mockCaptureEvent: vi.fn(),
-  mockUseSearchCredentials: vi.fn(),
-}))
+const { mockCaptureEvent, mockUseWorkspaceMemberConnectors, mockConnectSource } = vi.hoisted(
+  () => ({
+    mockCaptureEvent: vi.fn(),
+    mockUseWorkspaceMemberConnectors: vi.fn(),
+    mockConnectSource: vi.fn(),
+  })
+)
 
 vi.mock('next/navigation', () => ({
   useParams: () => ({ workspaceId: 'workspace-1' }),
@@ -29,8 +32,12 @@ vi.mock('@/hooks/queries/tables', () => ({
 vi.mock('@/hooks/queries/kb/knowledge', () => ({
   useKnowledgeBasesQuery: () => ({ data: [] }),
 }))
-vi.mock('@/app/workspace/[workspaceId]/search/hooks/use-search-credentials', () => ({
-  useSearchCredentials: mockUseSearchCredentials,
+vi.mock('@/hooks/queries/kb/connectors', () => ({
+  memberConnectorKeys: { list: (workspaceId?: string) => ['member-connectors', workspaceId] },
+  useWorkspaceMemberConnectors: mockUseWorkspaceMemberConnectors,
+}))
+vi.mock('@/hooks/use-member-enrollment', () => ({
+  useMemberEnrollment: () => ({ connectSource: mockConnectSource }),
 }))
 vi.mock('@/hooks/use-permission-config', () => ({
   usePermissionConfig: () => ({
@@ -54,10 +61,6 @@ vi.mock('@/lib/sim-search/connectors', () => {
     blockType: type,
   })
   return {
-    isSearchConnectorConnected: (
-      candidate: { providerIds: string[] },
-      connected: ReadonlySet<string>
-    ) => candidate.providerIds.some((providerId) => connected.has(providerId)),
     isSearchConnectorAvailable: (
       candidate: { blockType: string },
       availability: ReadonlyMap<string, { oauthAvailable: boolean }>
@@ -110,9 +113,19 @@ function connectModal(): string | null {
 beforeEach(() => {
   onSelectPrompt.mockClear()
   mockCaptureEvent.mockClear()
-  mockUseSearchCredentials.mockReturnValue({
-    credentials: [{ id: 'cred-jira', providerId: 'jira' }],
+  mockUseWorkspaceMemberConnectors.mockReturnValue({
     isPending: false,
+    data: [
+      {
+        knowledgeBaseId: 'kb-search',
+        knowledgeBaseName: 'Sim Search',
+        connectorId: 'conn-jira',
+        connectorType: 'jira',
+        memberSyncStatus: 'idle',
+        viewerMembership: 'connected',
+        viewerDocumentCount: 3,
+      },
+    ],
   })
   useMothershipModeStore.getState().reset()
 })
@@ -140,12 +153,13 @@ describe('SuggestedActions', () => {
     expect(heading()).toBe('Connect Sim Search')
     expect(rows().map((row) => row.textContent)).toEqual([
       'Connect Confluence',
+      'Connect Jira Service Management',
       'Connect Airtable',
       'Connect Slack',
     ])
   })
 
-  it('opens the OAuth connect modal for a connector row instead of populating the input', () => {
+  it('connects a source through its per-member connector instead of populating the input', () => {
     mount()
     act(() => useMothershipModeStore.getState().setMode('search'))
     expect(connectModal()).toBeNull()
@@ -154,7 +168,8 @@ describe('SuggestedActions', () => {
       rows()[0].dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
     })
 
-    expect(connectModal()).toBe('confluence')
+    expect(connectModal()).toBeNull()
+    expect(mockConnectSource).toHaveBeenCalledWith('workspace-1', 'confluence')
     expect(onSelectPrompt).not.toHaveBeenCalled()
     expect(mockCaptureEvent).toHaveBeenCalledWith(
       null,
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
index c1f47260b06..7959f50dcd0 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
@@ -22,14 +22,19 @@ import type {
   OAuthConnectTarget,
 } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/types'
 import { weightedSample } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/weighted-sample'
-import { useSearchCredentials } from '@/app/workspace/[workspaceId]/search/hooks/use-search-credentials'
 import { BrandIcon } from '@/blocks/brand-icon'
 import { getAllBlockMeta } from '@/blocks/registry'
 import type { ModuleTag } from '@/blocks/types'
 import { useWorkspaceCredentials } from '@/hooks/queries/credentials'
+import {
+  memberConnectorKeys,
+  useWorkspaceMemberConnectors,
+  type WorkspaceMemberConnector,
+} from '@/hooks/queries/kb/connectors'
 import { useKnowledgeBasesQuery } from '@/hooks/queries/kb/knowledge'
 import { useOAuthConnections } from '@/hooks/queries/oauth/oauth-connections'
 import { useTablesList } from '@/hooks/queries/tables'
+import { useMemberEnrollment } from '@/hooks/use-member-enrollment'
 import { usePermissionConfig } from '@/hooks/use-permission-config'
 import { type MothershipMode, useMothershipModeStore } from '@/stores/mothership-mode/store'
 
@@ -151,6 +156,7 @@ function scoreCandidate(c: Candidate, signals: Signals): number {
 }
 
 const EMPTY_CREDENTIALS: NonNullable<ReturnType<typeof useWorkspaceCredentials>['data']> = []
+const EMPTY_MEMBER_CONNECTORS: WorkspaceMemberConnector[] = []
 const EMPTY_SERVICES: NonNullable<ReturnType<typeof useOAuthConnections>['data']> = []
 
 type ServiceInfo = NonNullable<ReturnType<typeof useOAuthConnections>['data']>[number]
@@ -258,8 +264,8 @@ export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
   const { data: knowledgeBases = [] } = useKnowledgeBasesQuery(workspaceId, {
     enabled: Boolean(workspaceId),
   })
-  const { credentials: searchCredentials, isPending: searchCredentialsPending } =
-    useSearchCredentials(workspaceId)
+  const { data: memberConnectors = EMPTY_MEMBER_CONNECTORS, isPending: connectionsPending } =
+    useWorkspaceMemberConnectors(workspaceId)
 
   const [expanded, setExpanded] = useState(true)
   /**
@@ -296,15 +302,27 @@ export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
     [connectedProviders, tables.length, knowledgeBases.length]
   )
 
-  const connectedSearchProviders = useMemo(
+  /** Sources the viewer has already connected, by connector type. */
+  const connectedSearchTypes = useMemo(
     () =>
       new Set(
-        searchCredentials
-          .map((credential) => credential.providerId)
-          .filter((providerId): providerId is string => Boolean(providerId))
+        memberConnectors
+          .filter((connector) => connector.viewerMembership === 'connected')
+          .map((connector) => connector.connectorType)
       ),
-    [searchCredentials]
+    [memberConnectors]
   )
+  const connectedConnectorIds = useMemo(
+    () =>
+      new Set(
+        memberConnectors
+          .filter((connector) => connector.viewerMembership === 'connected')
+          .map((connector) => connector.connectorId)
+      ),
+    [memberConnectors]
+  )
+  const membershipQueryKeys = useMemo(() => [memberConnectorKeys.list(workspaceId)], [workspaceId])
+  const { connectSource } = useMemberEnrollment({ membershipQueryKeys, connectedConnectorIds })
 
   /**
    * Each mode's list is memoized on its own inputs alone, so switching modes —
@@ -321,12 +339,12 @@ export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
    */
   const searchActions = useMemo(
     () =>
-      searchCredentialsPending
+      connectionsPending
         ? []
-        : computeConnectorActions(connectedSearchProviders, (connector) =>
+        : computeConnectorActions(connectedSearchTypes, (connector) =>
             isSearchConnectorAvailable(connector, integrationAvailability)
           ),
-    [searchCredentialsPending, connectedSearchProviders, integrationAvailability]
+    [connectionsPending, connectedSearchTypes, integrationAvailability]
   )
   const buildActions = useMemo(() => {
     const personalized = services.length > 0 && connectedProviders.size > 0
@@ -343,14 +361,18 @@ export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
       label: action.label,
       position,
       connected_provider_count:
-        action.kind === 'connector' ? connectedSearchProviders.size : connectedProviders.size,
+        action.kind === 'connector' ? connectedSearchTypes.size : connectedProviders.size,
     })
     if (action.kind === 'prompt') {
       onSelectPrompt(action.prompt)
       return
     }
-    const target =
-      action.kind === 'connector' ? action.target : resolveOAuthServiceForSlug(action.slug)
+    /** A Sim Search source connects through its per-member connector, not a bare credential. */
+    if (action.kind === 'connector') {
+      if (workspaceId) connectSource(workspaceId, action.target.type)
+      return
+    }
+    const target = resolveOAuthServiceForSlug(action.slug)
     if (target) setOAuthTarget(target)
   }
 
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/types.ts b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/types.ts
index 98c51898c9c..2165b1c8eef 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/types.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/types.ts
@@ -1,4 +1,5 @@
 import type { ComponentType, CSSProperties } from 'react'
+import type { SearchConnector } from '@/lib/sim-search/connectors'
 
 export type ActionIcon = ComponentType<{ className?: string; style?: CSSProperties }>
 
@@ -13,10 +14,11 @@ export interface OAuthConnectTarget {
 /**
  * One suggested-action row. `prompt` rows populate the input with a curated
  * prompt; `integration` rows resolve their OAuth service from the catalog slug
- * on click; `connector` rows — the Search-mode "Connect X" rows — carry their
- * connect target directly. Both connecting kinds open the OAuth connect modal.
+ * on click and open the OAuth connect modal; `connector` rows — the Search-mode
+ * "Connect X" rows — carry the Sim Search source, which connects through its
+ * per-member connector.
  */
 export type Action =
   | { kind: 'prompt'; id: string; label: string; icon: ActionIcon; prompt: string }
   | { kind: 'integration'; id: string; label: string; icon: ActionIcon; slug: string }
-  | { kind: 'connector'; id: string; label: string; icon: ActionIcon; target: OAuthConnectTarget }
+  | { kind: 'connector'; id: string; label: string; icon: ActionIcon; target: SearchConnector }
diff --git a/apps/sim/app/workspace/[workspaceId]/search/connected/[credentialId]/page.tsx b/apps/sim/app/workspace/[workspaceId]/search/connected/[credentialId]/page.tsx
deleted file mode 100644
index 3c4d3ddbc94..00000000000
--- a/apps/sim/app/workspace/[workspaceId]/search/connected/[credentialId]/page.tsx
+++ /dev/null
@@ -1,15 +0,0 @@
-import type { Metadata } from 'next'
-import { SearchCredentialDetail } from '@/app/workspace/[workspaceId]/search/connected/[credentialId]/search-credential-detail'
-
-export const metadata: Metadata = {
-  title: 'Connected Sim Search Connector',
-}
-
-export default async function SearchCredentialPage({
-  params,
-}: {
-  params: Promise<{ workspaceId: string; credentialId: string }>
-}) {
-  const { workspaceId, credentialId } = await params
-  return <SearchCredentialDetail workspaceId={workspaceId} credentialId={credentialId} />
-}
diff --git a/apps/sim/app/workspace/[workspaceId]/search/connected/[credentialId]/search-credential-detail.tsx b/apps/sim/app/workspace/[workspaceId]/search/connected/[credentialId]/search-credential-detail.tsx
deleted file mode 100644
index 8f00ee19c60..00000000000
--- a/apps/sim/app/workspace/[workspaceId]/search/connected/[credentialId]/search-credential-detail.tsx
+++ /dev/null
@@ -1,240 +0,0 @@
-'use client'
-
-import { useState } from 'react'
-import {
-  Chip,
-  ChipConfirmModal,
-  ChipCopyInput,
-  ChipInput,
-  ChipLink,
-  ChipTextarea,
-  cn,
-  toast,
-} from '@sim/emcn'
-import { ArrowLeft } from '@sim/emcn/icons'
-import { createLogger } from '@sim/logger'
-import { getErrorMessage } from '@sim/utils/errors'
-import { useRouter } from 'next/navigation'
-import { SaveDiscardChips } from '@/components/settings/save-discard-actions'
-import { writeOAuthReturnContext } from '@/lib/credentials/client-state'
-import { resolveCredentialDisplay } from '@/lib/integrations'
-import {
-  CredentialDetailHeading,
-  CredentialDetailLayout,
-  DetailSection,
-  UnsavedChangesModal,
-  useCredentialDetailForm,
-} from '@/app/workspace/[workspaceId]/components/credential-detail'
-import {
-  RESOURCE_TILE_BASE,
-  RESOURCE_TILE_PLAIN,
-} from '@/app/workspace/[workspaceId]/components/resource-tile'
-import { IntegrationTile } from '@/app/workspace/[workspaceId]/integrations/components/integrations-showcase'
-import { useSearchCredentials } from '@/app/workspace/[workspaceId]/search/hooks/use-search-credentials'
-import { SettingsEmptyState } from '@/app/workspace/[workspaceId]/settings/components/settings-empty-state'
-import { useCreateCredentialDraft, useDeleteWorkspaceCredential } from '@/hooks/queries/credentials'
-import { useConnectOAuthService } from '@/hooks/queries/oauth/oauth-connections'
-import { useOAuthReturnRouter } from '@/hooks/use-oauth-return'
-
-const logger = createLogger('SearchCredentialDetail')
-
-interface SearchCredentialDetailProps {
-  workspaceId: string
-  credentialId: string
-}
-
-/**
- * A connected Sim Search credential: the integrations connected-credential page
- * without its sharing. Connections here are personal, so there is no Share
- * action and no members section — the credential resolves only when the viewer
- * created it, and anyone else lands on "not found". Reconnect and Disconnect
- * go through the same credential draft and delete paths as integrations.
- */
-export function SearchCredentialDetail({ workspaceId, credentialId }: SearchCredentialDetailProps) {
-  const router = useRouter()
-  const searchHref = `/workspace/${workspaceId}/search`
-
-  useOAuthReturnRouter()
-
-  const { credentials, isPending: credentialsLoading } = useSearchCredentials(workspaceId)
-  const connectOAuthService = useConnectOAuthService()
-  const createDraft = useCreateCredentialDraft()
-  const deleteCredential = useDeleteWorkspaceCredential()
-
-  const credential = credentials.find((c) => c.id === credentialId) ?? null
-  const isAdmin = credential?.role === 'admin'
-
-  const [showDeleteConfirmDialog, setShowDeleteConfirmDialog] = useState(false)
-
-  const form = useCredentialDetailForm({ credential, isAdmin, backHref: searchHref })
-
-  const display = credential ? resolveCredentialDisplay(credential) : null
-
-  const handleReconnect = async () => {
-    if (!credential?.providerId) return
-    try {
-      const draft = await createDraft.mutateAsync({
-        workspaceId,
-        providerId: credential.providerId,
-        displayName: credential.displayName,
-        description: credential.description || undefined,
-        credentialId: credential.id,
-      })
-      writeOAuthReturnContext({
-        origin: 'integrations',
-        displayName: credential.displayName,
-        providerId: credential.providerId,
-        preCount: credentials.filter((c) => c.providerId === credential.providerId).length,
-        workspaceId,
-        reconnect: true,
-        requestedAt: Date.now(),
-      })
-      await connectOAuthService.mutateAsync({
-        providerId: credential.providerId,
-        callbackURL: window.location.href,
-        draftId: draft.draftId,
-      })
-    } catch (error: unknown) {
-      toast.error("Couldn't start reconnect", {
-        description: getErrorMessage(error, 'Please try again in a moment.'),
-      })
-      logger.error('Failed to reconnect Sim Search credential', error)
-    }
-  }
-
-  const handleConfirmDelete = async () => {
-    if (!credential) return
-    try {
-      await deleteCredential.mutateAsync(credential.id)
-      setShowDeleteConfirmDialog(false)
-      router.push(searchHref)
-    } catch (error) {
-      toast.error("Couldn't disconnect", {
-        description: getErrorMessage(error, 'Please try again in a moment.'),
-      })
-      logger.error('Failed to disconnect Sim Search credential', error)
-    }
-  }
-
-  const back = (
-    <ChipLink href={searchHref} onClick={form.handleBackClick} leftIcon={ArrowLeft}>
-      Search
-    </ChipLink>
-  )
-
-  const actions =
-    credential && isAdmin ? (
-      <>
-        <Chip
-          onClick={handleReconnect}
-          disabled={createDraft.isPending || connectOAuthService.isPending}
-          leftIcon={display?.icon ?? undefined}
-        >
-          Reconnect
-        </Chip>
-        <Chip
-          onClick={() => setShowDeleteConfirmDialog(true)}
-          disabled={deleteCredential.isPending}
-        >
-          Disconnect
-        </Chip>
-        <SaveDiscardChips
-          dirty={form.isDirty}
-          saving={form.isSaving}
-          onSave={form.save}
-          onDiscard={form.discard}
-        />
-      </>
-    ) : null
-
-  if (credentialsLoading && !credential) {
-    return (
-      <CredentialDetailLayout back={back} actions={actions}>
-        <SettingsEmptyState variant='inline'>Loading…</SettingsEmptyState>
-      </CredentialDetailLayout>
-    )
-  }
-
-  if (!credential) {
-    return (
-      <CredentialDetailLayout back={back} actions={actions}>
-        <SettingsEmptyState variant='inline'>Credential not found.</SettingsEmptyState>
-      </CredentialDetailLayout>
-    )
-  }
-
-  return (
-    <>
-      <CredentialDetailLayout back={back} actions={actions}>
-        <CredentialDetailHeading
-          leading={
-            display?.icon ? (
-              <IntegrationTile blockType={display.blockType} icon={display.icon} />
-            ) : (
-              <div className={cn(RESOURCE_TILE_BASE, RESOURCE_TILE_PLAIN)}>
-                <span className='text-[var(--text-tertiary)] text-small'>
-                  {credential.displayName.slice(0, 1) || '?'}
-                </span>
-              </div>
-            )
-          }
-          title={display?.detailTitle ?? credential.displayName}
-          subtitle={display?.detailSubtitle ?? 'Connected service'}
-        />
-
-        <DetailSection title='Credential ID'>
-          <ChipCopyInput id='credential-id' value={credential.id} copyLabel='Copy credential ID' />
-        </DetailSection>
-
-        <DetailSection title='Display Name'>
-          <ChipInput
-            id='credential-display-name'
-            value={form.displayNameDraft}
-            onChange={(event) => form.setDisplayNameDraft(event.target.value)}
-            autoComplete='off'
-            data-lpignore='true'
-            disabled={!isAdmin}
-          />
-        </DetailSection>
-
-        <DetailSection title='Description'>
-          <ChipTextarea
-            id='credential-description'
-            rows={4}
-            value={form.descriptionDraft}
-            onChange={(event) => form.setDescriptionDraft(event.target.value)}
-            placeholder='Add a description...'
-            maxLength={500}
-            autoComplete='off'
-            data-lpignore='true'
-            disabled={!isAdmin}
-          />
-        </DetailSection>
-      </CredentialDetailLayout>
-
-      <ChipConfirmModal
-        open={showDeleteConfirmDialog}
-        onOpenChange={setShowDeleteConfirmDialog}
-        srTitle='Disconnect Connector'
-        title='Disconnect Connector'
-        text={[
-          'Are you sure you want to disconnect ',
-          { text: credential.displayName, bold: true },
-          '? This action cannot be undone.',
-        ]}
-        confirm={{
-          label: 'Disconnect',
-          onClick: handleConfirmDelete,
-          pending: deleteCredential.isPending,
-          pendingLabel: 'Disconnecting...',
-        }}
-      />
-
-      <UnsavedChangesModal
-        open={form.showUnsavedAlert}
-        onOpenChange={form.setShowUnsavedAlert}
-        onDiscard={form.confirmDiscard}
-      />
-    </>
-  )
-}
diff --git a/apps/sim/app/workspace/[workspaceId]/search/hooks/use-search-credentials.ts b/apps/sim/app/workspace/[workspaceId]/search/hooks/use-search-credentials.ts
deleted file mode 100644
index c298ca4e737..00000000000
--- a/apps/sim/app/workspace/[workspaceId]/search/hooks/use-search-credentials.ts
+++ /dev/null
@@ -1,48 +0,0 @@
-'use client'
-
-import { useMemo } from 'react'
-import { useSession } from '@/lib/auth/auth-client'
-import { isSearchConnectorProvider } from '@/lib/sim-search/connectors'
-import { useWorkspaceCredentials, type WorkspaceCredential } from '@/hooks/queries/credentials'
-
-const EMPTY_CREDENTIALS: readonly WorkspaceCredential[] = []
-
-interface UseSearchCredentialsResult {
-  /** The viewer's own OAuth credentials for Sim Search connector providers. */
-  credentials: readonly WorkspaceCredential[]
-  isPending: boolean
-}
-
-/**
- * The credentials the Sim Search surface shows as connected. Sim Search
- * connections are personal: the surface lists only credentials the viewer
- * created, so a workspace admin — who can see every shared credential — still
- * sees just their own here. Service accounts are excluded, as they are from the
- * knowledge-base connector picker: no connector can authenticate with one.
- *
- * Reads the same unfiltered workspace credential query the integrations pages
- * use, so the two surfaces share one cache and one invalidation path.
- */
-export function useSearchCredentials(workspaceId: string): UseSearchCredentialsResult {
-  const { data: session, isPending: sessionPending } = useSession()
-  const userId = session?.user?.id
-  const { data: allCredentials, isPending: credentialsPending } = useWorkspaceCredentials({
-    workspaceId,
-    enabled: Boolean(workspaceId),
-  })
-
-  const credentials = useMemo(() => {
-    if (!userId || !allCredentials) return EMPTY_CREDENTIALS
-    return allCredentials.filter(
-      (credential) =>
-        credential.type === 'oauth' &&
-        credential.createdBy === userId &&
-        isSearchConnectorProvider(credential.providerId)
-    )
-  }, [allCredentials, userId])
-
-  return {
-    credentials,
-    isPending: sessionPending || (Boolean(workspaceId) && credentialsPending),
-  }
-}
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx b/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
index 73a8e2570e7..e7b33c51e54 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
@@ -5,6 +5,11 @@ import { act } from 'react'
 import { createRoot, type Root } from 'react-dom/client'
 import { afterEach, describe, expect, it, vi } from 'vitest'
 
+const { mockConnect, mockConnectSource } = vi.hoisted(() => ({
+  mockConnect: vi.fn(),
+  mockConnectSource: vi.fn(),
+}))
+
 vi.mock('next/navigation', () => ({
   useParams: () => ({ workspaceId: 'workspace-1' }),
 }))
@@ -14,41 +19,39 @@ vi.mock('nuqs', () => ({
 vi.mock('@/hooks/use-debounced-search-setter', () => ({
   useDebouncedSearchSetter: (write: (value: string) => void) => write,
 }))
-vi.mock('@/lib/auth/auth-client', () => ({
-  useSession: () => ({ data: { user: { id: 'user-1' } }, isPending: false }),
-}))
 vi.mock('@/hooks/use-permission-config', () => ({
   usePermissionConfig: () => ({
     integrationAvailability: new Map([
-      ['confluence', { state: 'ready', oauthAvailable: true }],
-      /* A service-account-only deployment: the block is usable, the OAuth path is not. */
       ['slack', { state: 'limited', oauthAvailable: false }],
+      ['jira', { state: 'available', oauthAvailable: true }],
     ]),
   }),
 }))
 vi.mock('@/app/workspace/[workspaceId]/integrations/hooks/use-scroll-restoration', () => ({
-  useScrollRestoration: () => {},
-}))
-vi.mock('@/hooks/use-oauth-return', () => ({
-  useOAuthReturnRouter: () => {},
+  useScrollRestoration: () => undefined,
 }))
 vi.mock('@/app/workspace/[workspaceId]/components', () => ({
   IntegrationTabsHeader: () => null,
 }))
-vi.mock('@/app/workspace/[workspaceId]/components/connect-oauth-modal', () => ({
-  ConnectOAuthModal: ({ open, providerId }: { open: boolean; providerId: string }) =>
-    open ? <div data-testid='connect-modal'>{providerId}</div> : null,
-}))
 vi.mock('@/blocks', () => ({ getBlock: () => undefined }))
 vi.mock('@/lib/integrations', () => ({
+  blockTypeToIconMap: {},
   resolveCredentialDisplay: () => ({ icon: () => null, blockType: 'confluence', subtitle: 'Sub' }),
 }))
 
 vi.mock('@/lib/sim-search/connectors', () => {
   const icon = () => null
-  const connector = (type: string, name: string, description: string) => ({
+  const connector = (type: string, name: string, description: string, personal: boolean) => ({
     type,
-    meta: { id: type, name, description, icon },
+    meta: {
+      id: type,
+      name,
+      description,
+      icon,
+      auth: { mode: 'oauth', provider: type },
+      permissionScopedListing: personal ? { capFieldIds: [] } : undefined,
+      configFields: personal ? [] : [{ id: 'domain', required: true }],
+    },
     providerId: type,
     providerIds: [type],
     requiredScopes: [],
@@ -56,68 +59,67 @@ vi.mock('@/lib/sim-search/connectors', () => {
     serviceIcon: icon,
     blockType: type,
   })
-  const providers = new Set(['confluence', 'jira', 'slack'])
   return {
+    SIM_SEARCH_KNOWLEDGE_BASE_NAME: 'Sim Search',
+    canConnectPersonally: (meta: { permissionScopedListing?: unknown }) =>
+      Boolean(meta.permissionScopedListing),
     isSearchConnectorAvailable: (
       candidate: { blockType: string },
       availability: ReadonlyMap<string, { oauthAvailable: boolean }>
     ) => availability.get(candidate.blockType)?.oauthAvailable ?? true,
     SEARCH_CONNECTORS: [
-      connector('confluence', 'Confluence', 'Sync Confluence pages'),
-      connector('jira', 'Jira', 'Sync Jira issues'),
-      connector('slack', 'Slack', 'Sync Slack messages'),
+      connector('google_drive', 'Google Drive', 'Sync Drive files', true),
+      connector('confluence', 'Confluence', 'Sync Confluence pages', false),
+      connector('slack', 'Slack', 'Sync Slack messages', true),
     ],
-    isSearchConnectorProvider: (providerId: string | null) =>
-      providerId !== null && providers.has(providerId),
   }
 })
 
-const credential = (overrides: Record<string, unknown>) => ({
-  id: 'cred',
-  workspaceId: 'workspace-1',
-  type: 'oauth',
-  displayName: 'Credential',
-  description: null,
-  unredacted: false,
-  providerId: 'confluence',
-  accountId: null,
-  envKey: null,
-  envOwnerUserId: null,
-  createdBy: 'user-1',
-  createdAt: '',
-  updatedAt: '',
-  role: 'admin',
-  ...overrides,
-})
-
-vi.mock('@/hooks/queries/credentials', () => ({
-  useWorkspaceCredentials: () => ({
+vi.mock('@/hooks/queries/kb/connectors', () => ({
+  memberConnectorKeys: { list: (workspaceId?: string) => ['member-connectors', workspaceId] },
+  useWorkspaceMemberConnectors: () => ({
     isPending: false,
     data: [
-      credential({ id: 'cred-mine', displayName: 'My Confluence' }),
-      credential({
-        id: 'cred-theirs',
-        displayName: 'Teammate Jira',
-        providerId: 'jira',
-        createdBy: 'user-2',
-      }),
-      credential({ id: 'cred-sa', displayName: 'Service Account', type: 'service_account' }),
-      credential({ id: 'cred-github', displayName: 'My GitHub', providerId: 'github' }),
+      {
+        knowledgeBaseId: 'kb-search',
+        knowledgeBaseName: 'Sim Search',
+        connectorId: 'conn-drive',
+        connectorType: 'google_drive',
+        memberSyncStatus: 'idle',
+        viewerMembership: 'connected',
+        viewerDocumentCount: 12,
+      },
+      {
+        knowledgeBaseId: 'kb-sales',
+        knowledgeBaseName: 'Sales',
+        connectorId: 'conn-sales-drive',
+        connectorType: 'google_drive',
+        memberSyncStatus: 'idle',
+        viewerMembership: 'invited',
+        viewerDocumentCount: 0,
+      },
     ],
   }),
 }))
-
-vi.mock('@/hooks/queries/kb/connectors', () => ({
-  memberConnectorKeys: { list: (workspaceId?: string) => ['member-connectors', workspaceId] },
-  useWorkspaceMemberConnectors: () => ({ data: [] }),
-}))
-vi.mock('@/hooks/use-member-enrollment', () => ({
-  useMemberEnrollment: () => ({
-    connect: vi.fn(),
-    isAwaiting: () => false,
-    isPending: false,
-    error: null,
-  }),
+vi.mock('@/hooks/use-member-enrollment', async () => {
+  const actual = await vi.importActual<typeof import('@/hooks/use-member-enrollment')>(
+    '@/hooks/use-member-enrollment'
+  )
+  return {
+    CONNECTABLE_MEMBERSHIPS: actual.CONNECTABLE_MEMBERSHIPS,
+    describeMembership: actual.describeMembership,
+    enrollmentActionLabel: actual.enrollmentActionLabel,
+    useMemberEnrollment: () => ({
+      connect: mockConnect,
+      connectSource: mockConnectSource,
+      isAwaiting: () => false,
+      isPending: false,
+      error: null,
+    }),
+  }
+})
+vi.mock('@/connectors/registry', () => ({
+  CONNECTOR_META_REGISTRY: { google_drive: { name: 'Google Drive', icon: () => null } },
 }))
 
 import { Search } from '@/app/workspace/[workspaceId]/search/search'
@@ -139,12 +141,8 @@ function sectionLabels(): string[] {
   )
 }
 
-function hrefs(): Array<string | null> {
-  return Array.from(container?.querySelectorAll('a') ?? []).map((a) => a.getAttribute('href'))
-}
-
-function connectButton(name: string): HTMLButtonElement | null {
-  return container?.querySelector<HTMLButtonElement>(`button[aria-label="Connect ${name}"]`) ?? null
+function buttons(): HTMLButtonElement[] {
+  return Array.from(container?.querySelectorAll('button') ?? [])
 }
 
 afterEach(() => {
@@ -152,43 +150,32 @@ afterEach(() => {
   container?.remove()
   root = null
   container = null
+  mockConnect.mockReset()
+  mockConnectSource.mockReset()
 })
 
 describe('Search', () => {
-  it('lists the viewer’s own search-connector credentials under Connected', () => {
+  it('shows each source with the viewer’s own connection state', () => {
     mount()
 
-    expect(sectionLabels()).toEqual(['Connected', 'Sim Search Connectors'])
+    expect(sectionLabels()).toEqual(['Sim Search Connectors', 'Shared with you'])
     const text = container?.textContent ?? ''
-    expect(text).toContain('My Confluence')
-    expect(text).not.toContain('Teammate Jira')
-    expect(text).not.toContain('Service Account')
-    expect(text).not.toContain('My GitHub')
-    expect(hrefs()).toContain('/workspace/workspace-1/search/connected/cred-mine')
+    expect(text).toContain('Connected · 12 documents')
+    expect(text).toContain('Needs a site or space; set it up from a knowledge base.')
+    expect(text).toContain('Unavailable in this deployment. Contact your administrator.')
+    expect(text).toContain('Sales')
   })
 
-  it('opens the connect modal for a connector instead of navigating', () => {
+  it('connects a source nobody has connected yet through its per-member connector', () => {
     mount()
 
-    const connect = connectButton('Confluence')
-    expect(connect).not.toBeNull()
-    expect(hrefs()).not.toContain('/workspace/workspace-1/search/confluence')
-    expect(document.querySelector('[data-testid="connect-modal"]')).toBeNull()
-
+    const connect = buttons().find((button) => button.textContent === 'Connect')
+    expect(connect).toBeDefined()
     act(() => {
       connect?.dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
     })
 
-    expect(document.querySelector('[data-testid="connect-modal"]')?.textContent).toBe('confluence')
-  })
-
-  it('disables a connector whose OAuth path is unavailable, even when the block is usable', () => {
-    mount()
-
-    expect(connectButton('Jira')).not.toBeNull()
-    expect(connectButton('Slack')).toBeNull()
-    expect(container?.textContent).toContain(
-      'Unavailable in this deployment. Contact your administrator.'
-    )
+    expect(mockConnect).toHaveBeenCalledWith('kb-sales', 'conn-sales-drive')
+    expect(mockConnectSource).not.toHaveBeenCalled()
   })
 })
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search.tsx b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
index 172a2c729a1..2fbad0bca8e 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/search.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
@@ -1,136 +1,174 @@
 'use client'
 
-import { useRef, useState } from 'react'
-import { ChipInput } from '@sim/emcn'
+import { useMemo, useRef } from 'react'
+import { Button, ChipInput } from '@sim/emcn'
 import { Search as SearchIcon } from '@sim/emcn/icons'
 import { useParams } from 'next/navigation'
 import { useQueryState } from 'nuqs'
-import { resolveCredentialDisplay } from '@/lib/integrations'
 import {
+  canConnectPersonally,
   isSearchConnectorAvailable,
   SEARCH_CONNECTORS,
   type SearchConnector,
+  SIM_SEARCH_KNOWLEDGE_BASE_NAME,
 } from '@/lib/sim-search/connectors'
 import { IntegrationTabsHeader } from '@/app/workspace/[workspaceId]/components'
-import { ConnectOAuthModal } from '@/app/workspace/[workspaceId]/components/connect-oauth-modal'
 import { IntegrationSection } from '@/app/workspace/[workspaceId]/integrations/components/integration-section'
 import { IntegrationTile } from '@/app/workspace/[workspaceId]/integrations/components/integrations-showcase'
 import { useScrollRestoration } from '@/app/workspace/[workspaceId]/integrations/hooks/use-scroll-restoration'
-import { CONNECTED_LABEL } from '@/app/workspace/[workspaceId]/integrations/search-params'
 import {
   MemberConnectorsSection,
   memberConnectorName,
 } from '@/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section'
-import { useSearchCredentials } from '@/app/workspace/[workspaceId]/search/hooks/use-search-credentials'
 import {
   connectorSearchParam,
   connectorSearchUrlKeys,
 } from '@/app/workspace/[workspaceId]/search/search-params'
 import { SettingsEmptyState } from '@/app/workspace/[workspaceId]/settings/components/settings-empty-state'
 import { SettingsResourceRow } from '@/app/workspace/[workspaceId]/settings/components/settings-resource-row'
-import type { WorkspaceCredential } from '@/hooks/queries/credentials'
 import {
+  memberConnectorKeys,
   useWorkspaceMemberConnectors,
   type WorkspaceMemberConnector,
 } from '@/hooks/queries/kb/connectors'
 import { useDebouncedSearchSetter } from '@/hooks/use-debounced-search-setter'
-import { useOAuthReturnRouter } from '@/hooks/use-oauth-return'
+import {
+  CONNECTABLE_MEMBERSHIPS,
+  describeMembership,
+  enrollmentActionLabel,
+  useMemberEnrollment,
+} from '@/hooks/use-member-enrollment'
 import { usePermissionConfig } from '@/hooks/use-permission-config'
 
 const EMPTY_MEMBER_CONNECTORS: WorkspaceMemberConnector[] = []
 const CONNECTORS_LABEL = 'Sim Search Connectors'
+const NEEDS_KNOWLEDGE_BASE_SETUP = 'Needs a site or space; set it up from a knowledge base.'
+const UNAVAILABLE = 'Unavailable in this deployment. Contact your administrator.'
+
+/** What a source row says once the viewer's own indexing has settled. */
+function connectedDescription(connector: WorkspaceMemberConnector): string {
+  const count = connector.viewerDocumentCount
+  return count === 1 ? 'Connected · 1 document' : `Connected · ${count} documents`
+}
 
-interface ConnectorItemProps {
+interface SourceRowProps {
   connector: SearchConnector
+  /** The Sim Search per-member connector for this source, once anyone has connected it. */
+  connection: WorkspaceMemberConnector | undefined
   unavailable: boolean
-  onConnect: (connector: SearchConnector) => void
+  waiting: boolean
+  isPending: boolean
+  onConnect: () => void
 }
 
 /**
- * A connector row acts in place — it opens the connect modal — so it carries no
- * navigation chevron; only a connected credential leads to a page of its own.
+ * One Sim Search source: what the viewer's connection is doing (indexing,
+ * how many documents they can read, what to do next) and the one action open
+ * to them. A source nobody has connected yet offers Connect, which creates its
+ * connector and enrolls the viewer in one step.
  */
-function ConnectorItem({ connector, unavailable, onConnect }: ConnectorItemProps) {
+function SourceRow({
+  connector,
+  connection,
+  unavailable,
+  waiting,
+  isPending,
+  onConnect,
+}: SourceRowProps) {
+  const personal = canConnectPersonally(connector.meta)
+  const membership = connection?.viewerMembership
+  const state = connection
+    ? (describeMembership({
+        membership: connection.viewerMembership,
+        memberSyncStatus: connection.memberSyncStatus,
+        waiting,
+        name: connector.meta.name,
+      }) ?? connectedDescription(connection))
+    : waiting
+      ? `Finish connecting your ${connector.meta.name} account in the other tab.`
+      : connector.meta.description
+  const description = unavailable ? UNAVAILABLE : personal ? state : NEEDS_KNOWLEDGE_BASE_SETUP
+  const connectable =
+    !unavailable && personal && (!membership || CONNECTABLE_MEMBERSHIPS.has(membership))
   return (
     <SettingsResourceRow
       iconVariant='custom'
       icon={<IntegrationTile blockType={connector.blockType} icon={connector.meta.icon} />}
       title={connector.meta.name}
-      description={
-        unavailable
-          ? 'Unavailable in this deployment. Contact your administrator.'
-          : connector.meta.description
+      description={description}
+      disabled={unavailable || !personal}
+      trailing={
+        connectable ? (
+          <Button variant='primary' size='sm' onClick={onConnect} disabled={isPending}>
+            {enrollmentActionLabel(membership ?? 'not_enrolled', waiting)}
+          </Button>
+        ) : undefined
       }
-      onClick={unavailable ? undefined : () => onConnect(connector)}
-      clickLabel={`Connect ${connector.meta.name}`}
-      disabled={unavailable}
-    />
-  )
-}
-
-interface ConnectedItemProps {
-  credential: WorkspaceCredential
-  workspaceId: string
-}
-
-function ConnectedItem({ credential, workspaceId }: ConnectedItemProps) {
-  const display = resolveCredentialDisplay(credential)
-  if (!display.icon) return null
-  return (
-    <SettingsResourceRow
-      iconVariant='custom'
-      icon={<IntegrationTile blockType={display.blockType} icon={display.icon} />}
-      title={credential.displayName}
-      description={credential.description || display.subtitle}
-      href={`/workspace/${workspaceId}/search/connected/${credential.id}`}
-      clickLabel={`Open ${credential.displayName}`}
-      navigable
     />
   )
 }
 
 /**
- * The Sim Search connector catalog: the viewer's own connections first, then
- * every connector a personal OAuth connection can power. Same shell and rows
- * as the Integrations page, minus its showcase and category filter — the
- * connector set is small enough that the search box alone narrows it. A
- * connector row opens the OAuth connect modal right here; the OAuth redirect
- * lands back on this page, where the return router reports the outcome.
+ * The Sim Search catalog: every source a person can connect with one click,
+ * each row showing where the viewer's own connection stands. Connecting opens
+ * the enrollment for the workspace's Sim Search knowledge base, and indexing
+ * starts on its own once the account is linked; documents count up here as
+ * they land. Per-member connectors in other knowledge bases are listed below
+ * under Shared with you, with the same actions.
  */
 export function Search() {
   const scrollContainerRef = useRef<HTMLDivElement>(null)
-  useOAuthReturnRouter()
   const params = useParams()
   const workspaceId = (params?.workspaceId as string) || ''
   const { integrationAvailability } = usePermissionConfig()
-  const [connectTarget, setConnectTarget] = useState<SearchConnector | null>(null)
 
   const [searchTerm, setSearchTermParam] = useQueryState(connectorSearchParam.key, {
     ...connectorSearchParam.parser,
     ...connectorSearchUrlKeys,
   })
   /**
-   * The input is controlled directly by the instant nuqs value; only the URL
-   * write is debounced. Filtering below is cheap in-memory over a static list,
-   * so it reads the instant value too.
+   * The input binds to the instant nuqs value; only the URL write is debounced.
+   * Filtering reads the same instant value: it is a cheap in-memory pass over a
+   * small static list, which is exactly the case the url-state rule permits.
    */
   const setSearchTerm = useDebouncedSearchSetter(setSearchTermParam)
 
-  const { credentials, isPending: credentialsLoading } = useSearchCredentials(workspaceId)
-
-  useScrollRestoration(scrollContainerRef, { ready: !credentialsLoading })
+  const { data: memberConnectors = EMPTY_MEMBER_CONNECTORS, isPending: connectionsPending } =
+    useWorkspaceMemberConnectors(workspaceId)
+  useScrollRestoration(scrollContainerRef, { ready: !connectionsPending })
+
+  /** The Sim Search connection per source; other knowledge bases' connectors keep their own section. */
+  const { connectionByType, sharedConnectors } = useMemo(() => {
+    const connectionByType = new Map<string, WorkspaceMemberConnector>()
+    const sharedConnectors: WorkspaceMemberConnector[] = []
+    for (const connector of memberConnectors) {
+      if (
+        connector.knowledgeBaseName === SIM_SEARCH_KNOWLEDGE_BASE_NAME &&
+        !connectionByType.has(connector.connectorType)
+      ) {
+        connectionByType.set(connector.connectorType, connector)
+      } else {
+        sharedConnectors.push(connector)
+      }
+    }
+    return { connectionByType, sharedConnectors }
+  }, [memberConnectors])
+  const connectedConnectorIds = useMemo(
+    () =>
+      new Set(
+        memberConnectors
+          .filter((connector) => connector.viewerMembership === 'connected')
+          .map((connector) => connector.connectorId)
+      ),
+    [memberConnectors]
+  )
+  const membershipQueryKeys = useMemo(() => [memberConnectorKeys.list(workspaceId)], [workspaceId])
+  const { connect, connectSource, isAwaiting, isPending, error } = useMemberEnrollment({
+    membershipQueryKeys,
+    connectedConnectorIds,
+  })
 
   const normalizedSearch = searchTerm.trim().toLowerCase()
-
-  const visibleCredentials = normalizedSearch
-    ? credentials.filter((credential) => {
-        const display = resolveCredentialDisplay(credential)
-        return [credential.displayName, credential.description ?? '', display.subtitle].some(
-          (text) => text.toLowerCase().includes(normalizedSearch)
-        )
-      })
-    : credentials
-
   const visibleConnectors = normalizedSearch
     ? SEARCH_CONNECTORS.filter(
         (connector) =>
@@ -138,22 +176,18 @@ export function Search() {
           connector.meta.description.toLowerCase().includes(normalizedSearch)
       )
     : SEARCH_CONNECTORS
-
-  const { data: memberConnectors = EMPTY_MEMBER_CONNECTORS } =
-    useWorkspaceMemberConnectors(workspaceId)
-  const visibleMemberConnectors = normalizedSearch
-    ? memberConnectors.filter((connector) =>
+  const visibleSharedConnectors = normalizedSearch
+    ? sharedConnectors.filter((connector) =>
         [memberConnectorName(connector), connector.knowledgeBaseName].some((text) =>
           text.toLowerCase().includes(normalizedSearch)
         )
       )
-    : memberConnectors
+    : sharedConnectors
 
   const showNoResults =
     Boolean(normalizedSearch) &&
-    visibleCredentials.length === 0 &&
     visibleConnectors.length === 0 &&
-    visibleMemberConnectors.length === 0
+    visibleSharedConnectors.length === 0
 
   return (
     <div className='flex h-full flex-col bg-[var(--bg)]'>
@@ -168,40 +202,39 @@ export function Search() {
             placeholder='Search connectors...'
             value={searchTerm}
             onChange={(e) => setSearchTerm(e.target.value)}
-            disabled={credentialsLoading}
           />
 
           <div className='flex flex-col gap-7'>
-            <MemberConnectorsSection
-              workspaceId={workspaceId}
-              connectors={visibleMemberConnectors}
-            />
-
-            {visibleCredentials.length > 0 && (
-              <IntegrationSection label={CONNECTED_LABEL}>
-                {visibleCredentials.map((credential) => (
-                  <ConnectedItem
-                    key={credential.id}
-                    credential={credential}
-                    workspaceId={workspaceId}
-                  />
-                ))}
-              </IntegrationSection>
-            )}
-
             {visibleConnectors.length > 0 && (
               <IntegrationSection label={CONNECTORS_LABEL}>
-                {visibleConnectors.map((connector) => (
-                  <ConnectorItem
-                    key={connector.type}
-                    connector={connector}
-                    unavailable={!isSearchConnectorAvailable(connector, integrationAvailability)}
-                    onConnect={setConnectTarget}
-                  />
-                ))}
+                {visibleConnectors.map((connector) => {
+                  const connection = connectionByType.get(connector.type)
+                  return (
+                    <SourceRow
+                      key={connector.type}
+                      connector={connector}
+                      connection={connection}
+                      unavailable={!isSearchConnectorAvailable(connector, integrationAvailability)}
+                      waiting={connection ? isAwaiting(connection.connectorId) : false}
+                      isPending={isPending}
+                      onConnect={() =>
+                        connection
+                          ? connect(connection.knowledgeBaseId, connection.connectorId)
+                          : connectSource(workspaceId, connector.type)
+                      }
+                    />
+                  )
+                })}
               </IntegrationSection>
             )}
 
+            <MemberConnectorsSection
+              workspaceId={workspaceId}
+              connectors={visibleSharedConnectors}
+            />
+
+            {error && <p className='text-[var(--text-error)] text-caption'>{error}</p>}
+
             {showNoResults && (
               <SettingsEmptyState variant='inline'>
                 No connectors found matching “{searchTerm}”
@@ -210,21 +243,6 @@ export function Search() {
           </div>
         </div>
       </div>
-      {connectTarget && workspaceId && (
-        <ConnectOAuthModal
-          mode='connect'
-          origin='integrations'
-          open
-          onOpenChange={(open) => {
-            if (!open) setConnectTarget(null)
-          }}
-          workspaceId={workspaceId}
-          providerId={connectTarget.providerId}
-          requiredScopes={connectTarget.requiredScopes}
-          serviceName={connectTarget.serviceName}
-          serviceIcon={connectTarget.serviceIcon}
-        />
-      )}
     </div>
   )
 }
diff --git a/apps/sim/hooks/queries/kb/connectors.ts b/apps/sim/hooks/queries/kb/connectors.ts
index 2f97da4cc0e..995c82316c1 100644
--- a/apps/sim/hooks/queries/kb/connectors.ts
+++ b/apps/sim/hooks/queries/kb/connectors.ts
@@ -12,6 +12,8 @@ import {
   type ConnectorDetailData,
   type ConnectorDocumentsData,
   type ConnectorMemberSummary,
+  type ConnectSimSearchConnectorBody,
+  connectSimSearchConnectorContract,
   createKnowledgeConnectorContract,
   deleteKnowledgeConnectorContract,
   getKnowledgeConnectorContract,
@@ -657,3 +659,24 @@ export function useRestoreConnectorDocument() {
       invalidateConnectorDocumentChange(queryClient, variables),
   })
 }
+
+async function connectSimSearchConnector(body: ConnectSimSearchConnectorBody) {
+  const result = await requestJson(connectSimSearchConnectorContract, { body })
+  return result.data
+}
+
+/**
+ * One click on a Sim Search source: the source's per-member connector exists
+ * afterwards and the viewer has their enrollment link. The member list and the
+ * base list both gain a row on a first connect.
+ */
+export function useConnectSimSearchConnector() {
+  const queryClient = useQueryClient()
+  return useMutation({
+    mutationFn: connectSimSearchConnector,
+    onSettled: () => {
+      queryClient.invalidateQueries({ queryKey: memberConnectorKeys.lists() })
+      queryClient.invalidateQueries({ queryKey: knowledgeKeys.lists() })
+    },
+  })
+}
diff --git a/apps/sim/hooks/use-member-enrollment.ts b/apps/sim/hooks/use-member-enrollment.ts
index cb299be8200..c4795b19752 100644
--- a/apps/sim/hooks/use-member-enrollment.ts
+++ b/apps/sim/hooks/use-member-enrollment.ts
@@ -6,6 +6,7 @@ import { type QueryKey, useQueryClient } from '@tanstack/react-query'
 import type { MemberSyncStatus } from '@/lib/knowledge/types'
 import {
   memberConnectorKeys,
+  useConnectSimSearchConnector,
   useStartConnectorMemberEnrollment,
   type ViewerConnectorMembership,
 } from '@/hooks/queries/kb/connectors'
@@ -80,11 +81,11 @@ interface UseMemberEnrollmentProps {
 }
 
 /**
- * Lets the viewer connect their own account to a per-member connector.
- * Enrollment opens in a new tab, and the membership queries are polled
- * meanwhile so the surface that started it updates on its own once the
- * account is connected; the workspace-wide membership list is refreshed too,
- * so the other surface catches up as well.
+ * Lets the viewer connect their own account to a per-member connector, by
+ * connector or by Sim Search source. Enrollment opens in a new tab, and the
+ * membership queries are polled meanwhile so the surface that started it
+ * updates on its own once the account is connected; the workspace-wide
+ * membership list is refreshed too, so the other surface catches up as well.
  *
  * The tab is opened in the click itself, before the enrollment link is
  * minted, because a tab opened after a network round trip is outside the
@@ -96,7 +97,8 @@ export function useMemberEnrollment({
 }: UseMemberEnrollmentProps) {
   const connectedRef = useRef(connectedConnectorIds)
   const queryClient = useQueryClient()
-  const { mutate: startEnrollment, isPending, error } = useStartConnectorMemberEnrollment()
+  const enrollment = useStartConnectorMemberEnrollment()
+  const sourceConnection = useConnectSimSearchConnector()
   const [awaitingSince, setAwaitingSince] = useState<ReadonlyMap<string, number>>(() => new Map())
   const [popupBlocked, setPopupBlocked] = useState(false)
 
@@ -126,7 +128,13 @@ export function useMemberEnrollment({
     return () => clearInterval(timer)
   }, [awaiting, membershipQueryKeys, queryClient])
 
-  const connect = (knowledgeBaseId: string, connectorId: string) => {
+  /** Opens the tab inside the click, then sends it wherever `start` mints. */
+  const openEnrollment = (
+    start: (handlers: {
+      onSuccess: (url: string, connectorId: string) => void
+      onError: () => void
+    }) => void
+  ) => {
     const tab = window.open('about:blank', '_blank')
     if (!tab) {
       setPopupBlocked(true)
@@ -134,28 +142,53 @@ export function useMemberEnrollment({
     }
     tab.opener = null
     setPopupBlocked(false)
-    startEnrollment(
-      { knowledgeBaseId, connectorId },
-      {
-        onSuccess: ({ url }) => {
-          tab.location.href = url
-          setAwaitingSince((current) => new Map(current).set(connectorId, Date.now()))
-        },
-        onError: (err) => {
-          tab.close()
-          logger.error('Failed to start member enrollment', { error: err.message })
-        },
-      }
-    )
+    start({
+      onSuccess: (url, connectorId) => {
+        tab.location.href = url
+        setAwaitingSince((current) => new Map(current).set(connectorId, Date.now()))
+      },
+      onError: () => tab.close(),
+    })
   }
 
+  const connect = (knowledgeBaseId: string, connectorId: string) =>
+    openEnrollment(({ onSuccess, onError }) =>
+      enrollment.mutate(
+        { knowledgeBaseId, connectorId },
+        {
+          onSuccess: ({ url }) => onSuccess(url, connectorId),
+          onError: (err) => {
+            onError()
+            logger.error('Failed to start member enrollment', { error: err.message })
+          },
+        }
+      )
+    )
+
+  /** Connects a Sim Search source: its per-member connector exists afterwards, and the viewer enrolls. */
+  const connectSource = (workspaceId: string, connectorType: string) =>
+    openEnrollment(({ onSuccess, onError }) =>
+      sourceConnection.mutate(
+        { workspaceId, connectorType },
+        {
+          onSuccess: ({ url, connectorId }) => onSuccess(url, connectorId),
+          onError: (err) => {
+            onError()
+            logger.error('Failed to connect a Sim Search source', { error: err.message })
+          },
+        }
+      )
+    )
+
   const isAwaiting = (connectorId: string) =>
     awaitingSince.has(connectorId) && !connectedConnectorIds.has(connectorId)
 
+  const error = enrollment.error ?? sourceConnection.error
   return {
     connect,
+    connectSource,
     isAwaiting,
-    isPending,
+    isPending: enrollment.isPending || sourceConnection.isPending,
     error: popupBlocked ? POPUP_BLOCKED_MESSAGE : (error?.message ?? null),
   }
 }
diff --git a/apps/sim/lib/api/contracts/knowledge/connectors.ts b/apps/sim/lib/api/contracts/knowledge/connectors.ts
index c5cfacf43bc..dd48f20f57d 100644
--- a/apps/sim/lib/api/contracts/knowledge/connectors.ts
+++ b/apps/sim/lib/api/contracts/knowledge/connectors.ts
@@ -357,9 +357,39 @@ export const workspaceMemberConnectorSchema = z.object({
   connectorType: z.string(),
   memberSyncStatus: z.enum(MEMBER_SYNC_STATUSES),
   viewerMembership: viewerConnectorMembershipSchema,
+  /** Documents of this connector the viewer may read right now. */
+  viewerDocumentCount: z.number().int().nonnegative(),
 })
 export type WorkspaceMemberConnector = z.output<typeof workspaceMemberConnectorSchema>
 
+export const connectSimSearchConnectorBodySchema = z.object({
+  workspaceId: workspaceIdSchema,
+  connectorType: z.string().min(1, 'connectorType cannot be empty').max(100),
+})
+export type ConnectSimSearchConnectorBody = z.input<typeof connectSimSearchConnectorBodySchema>
+
+/**
+ * One click on a Sim Search source: the workspace's Sim Search knowledge base
+ * and per-member connector exist afterwards, and the caller gets the link that
+ * connects their own account.
+ */
+export const connectSimSearchConnectorContract = defineRouteContract({
+  method: 'POST',
+  path: '/api/knowledge/sim-search/connect',
+  body: connectSimSearchConnectorBodySchema,
+  response: {
+    mode: 'json',
+    schema: z.object({
+      success: z.literal(true),
+      data: z.object({
+        knowledgeBaseId: z.string(),
+        connectorId: z.string(),
+        url: z.string().url(),
+      }),
+    }),
+  },
+})
+
 export const listWorkspaceMemberConnectorsContract = defineRouteContract({
   method: 'GET',
   path: '/api/knowledge/member-connectors',
diff --git a/apps/sim/lib/knowledge/application/connectors.ts b/apps/sim/lib/knowledge/application/connectors.ts
index bd515ea31cd..7891dd941b3 100644
--- a/apps/sim/lib/knowledge/application/connectors.ts
+++ b/apps/sim/lib/knowledge/application/connectors.ts
@@ -22,6 +22,8 @@ import {
   resolveCredentialTokenIdentity,
 } from '@/lib/credentials/access'
 import { knowledgeAccessCondition } from '@/lib/knowledge/access/predicate'
+import { createKnowledgeAccessProvider } from '@/lib/knowledge/access/scope'
+import type { KnowledgeAccessScope } from '@/lib/knowledge/access/types'
 import { defineAuthorizedKnowledgeUseCase } from '@/lib/knowledge/application/authorized-knowledge-use-case'
 import {
   resolveKnowledgeAttributedUserId,
@@ -360,6 +362,28 @@ export interface ListWorkspaceMemberConnectorsInput {
  * them to connect. Only connectors the viewer could actually read documents
  * from are listed: the knowledge base must be live and in the workspace.
  */
+/** Live documents per connector that the viewer's tokens match, for the Search tab's counts. */
+async function countViewerDocuments(
+  connectorIds: readonly string[],
+  access: KnowledgeAccessScope
+): Promise<Map<string, number>> {
+  if (connectorIds.length === 0) return new Map()
+  const rows = await db
+    .select({ connectorId: document.connectorId, count: sql<number>`count(*)::int` })
+    .from(document)
+    .where(
+      and(
+        inArray(document.connectorId, [...connectorIds]),
+        eq(document.userExcluded, false),
+        isNull(document.archivedAt),
+        isNull(document.deletedAt),
+        knowledgeAccessCondition(access)
+      )
+    )
+    .groupBy(document.connectorId)
+  return new Map(rows.flatMap((row) => (row.connectorId ? [[row.connectorId, row.count]] : [])))
+}
+
 export const listWorkspaceMemberConnectors = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.listWorkspaceMemberConnectors,
   resolveContext: ({ input }: { input: ListWorkspaceMemberConnectorsInput }) =>
@@ -390,11 +414,17 @@ export const listWorkspaceMemberConnectors = defineAuthorizedKnowledgeUseCase({
         )
       )
       .orderBy(asc(knowledgeBase.name), asc(knowledgeConnector.createdAt))
-    const memberships = await resolveViewerConnectorMemberships({
-      userId: viewerUserId,
-      workspaceId: context.workspaceId,
-      connectors: rows,
-    })
+    const [memberships, documentCounts] = await Promise.all([
+      resolveViewerConnectorMemberships({
+        userId: viewerUserId,
+        workspaceId: context.workspaceId,
+        connectors: rows,
+      }),
+      countViewerDocuments(
+        rows.map((row) => row.id),
+        await createKnowledgeAccessProvider(principal, { workspaceId: context.workspaceId }).get()
+      ),
+    ])
     return {
       connectors: rows.flatMap((row) => {
         const viewerMembership = memberships.get(row.id)
@@ -413,6 +443,7 @@ export const listWorkspaceMemberConnectors = defineAuthorizedKnowledgeUseCase({
                 connectorType: row.connectorType,
                 memberSyncStatus: row.memberSyncStatus,
                 viewerMembership,
+                viewerDocumentCount: documentCounts.get(row.id) ?? 0,
               },
             ]
           : []
diff --git a/apps/sim/lib/knowledge/application/operations.test.ts b/apps/sim/lib/knowledge/application/operations.test.ts
index 747332b284e..53cdac8308f 100644
--- a/apps/sim/lib/knowledge/application/operations.test.ts
+++ b/apps/sim/lib/knowledge/application/operations.test.ts
@@ -58,6 +58,7 @@ describe('knowledge operation registry', () => {
       'knowledge.connectors.access.update',
       'knowledge.connectors.members.list',
       'knowledge.connectors.members.enroll',
+      'knowledge.simSearch.connect',
       'knowledge.connectors.delete',
       'knowledge.connectors.sync',
       'knowledge.connectors.documents.list',
diff --git a/apps/sim/lib/knowledge/application/operations.ts b/apps/sim/lib/knowledge/application/operations.ts
index eccb44423e4..adea8d1349c 100644
--- a/apps/sim/lib/knowledge/application/operations.ts
+++ b/apps/sim/lib/knowledge/application/operations.ts
@@ -417,6 +417,18 @@ export const knowledgeOperations = {
     capability: 'knowledge.use',
     principalKinds: ['session'],
   }),
+  /**
+   * Connecting a Sim Search source: any reader may connect their own account;
+   * the first connect of a source also creates its knowledge base and
+   * connector, which those operations reserve for an admin.
+   */
+  simSearchConnect: defineWorkspaceOperation({
+    id: 'knowledge.simSearch.connect',
+    minimumRole: 'read',
+    workspaceApiKey: 'deny',
+    capability: 'knowledge.use',
+    principalKinds: ['session'],
+  }),
   deleteConnector: defineWorkspaceOperation({
     id: 'knowledge.connectors.delete',
     minimumRole: 'write',
diff --git a/apps/sim/lib/knowledge/application/search.test.ts b/apps/sim/lib/knowledge/application/search.test.ts
index d7949ab6735..6070b096137 100644
--- a/apps/sim/lib/knowledge/application/search.test.ts
+++ b/apps/sim/lib/knowledge/application/search.test.ts
@@ -40,6 +40,11 @@ vi.mock('@/lib/billing/core/billing-attribution', () => ({
   checkAttributedUsageLimits: mocks.checkUsage,
 }))
 
+/** Retrieval defaults are the flag's concern; here the flag is off so the search stays as configured. */
+vi.mock('@/lib/knowledge/access/availability', () => ({
+  isKnowledgeMemberAccessAvailable: async () => false,
+}))
+
 vi.mock('@/lib/billing/calculations/usage-monitor', () => ({
   checkActorUsageLimits: mocks.checkActorUsage,
 }))
diff --git a/apps/sim/lib/knowledge/application/sim-search.ts b/apps/sim/lib/knowledge/application/sim-search.ts
new file mode 100644
index 00000000000..409d10c1ade
--- /dev/null
+++ b/apps/sim/lib/knowledge/application/sim-search.ts
@@ -0,0 +1,131 @@
+import { db } from '@sim/db'
+import { knowledgeBase, knowledgeConnector } from '@sim/db/schema'
+import { and, asc, eq, isNull } from 'drizzle-orm'
+import { OrchestrationError } from '@/lib/core/orchestration/types'
+import { defineAuthorizedKnowledgeUseCase } from '@/lib/knowledge/application/authorized-knowledge-use-case'
+import { startKnowledgeConnectorMemberEnrollment } from '@/lib/knowledge/application/connector-access'
+import { createKnowledgeConnector } from '@/lib/knowledge/application/connectors'
+import { resolveKnowledgeWorkspaceContext } from '@/lib/knowledge/application/contexts'
+import { createKnowledgeBase } from '@/lib/knowledge/application/knowledge-bases'
+import { knowledgeOperations } from '@/lib/knowledge/application/operations'
+import { canConnectPersonally, SIM_SEARCH_KNOWLEDGE_BASE_NAME } from '@/lib/sim-search/connectors'
+import { CONNECTOR_META_REGISTRY } from '@/connectors/registry'
+
+const SIM_SEARCH_KNOWLEDGE_BASE_DESCRIPTION =
+  'What each person can open in the sources they connected, searched as them.'
+/** Between runs the change feeds keep deletions and unshares fresh; the hourly run fills the rest. */
+const SIM_SEARCH_SYNC_INTERVAL_MINUTES = 60
+
+export interface ConnectSimSearchConnectorInput {
+  workspaceId: string
+  /** `CONNECTOR_META_REGISTRY` key of the source to connect. */
+  connectorType: string
+}
+
+export interface ConnectSimSearchConnectorResult {
+  knowledgeBaseId: string
+  connectorId: string
+  /** The enrollment link that connects the caller's own account. */
+  url: string
+}
+
+async function findSimSearchConnector(workspaceId: string, connectorType: string) {
+  const [row] = await db
+    .select({ knowledgeBaseId: knowledgeBase.id, connectorId: knowledgeConnector.id })
+    .from(knowledgeConnector)
+    .innerJoin(knowledgeBase, eq(knowledgeBase.id, knowledgeConnector.knowledgeBaseId))
+    .where(
+      and(
+        eq(knowledgeBase.workspaceId, workspaceId),
+        eq(knowledgeBase.name, SIM_SEARCH_KNOWLEDGE_BASE_NAME),
+        isNull(knowledgeBase.deletedAt),
+        eq(knowledgeConnector.connectorType, connectorType),
+        eq(knowledgeConnector.accessMode, 'members'),
+        isNull(knowledgeConnector.archivedAt),
+        isNull(knowledgeConnector.deletedAt)
+      )
+    )
+    .orderBy(asc(knowledgeConnector.createdAt))
+    .limit(1)
+  return row ?? null
+}
+
+async function findSimSearchKnowledgeBase(workspaceId: string) {
+  const [row] = await db
+    .select({ id: knowledgeBase.id })
+    .from(knowledgeBase)
+    .where(
+      and(
+        eq(knowledgeBase.workspaceId, workspaceId),
+        eq(knowledgeBase.name, SIM_SEARCH_KNOWLEDGE_BASE_NAME),
+        isNull(knowledgeBase.deletedAt)
+      )
+    )
+    .orderBy(asc(knowledgeBase.createdAt))
+    .limit(1)
+  return row ?? null
+}
+
+/**
+ * One click on a Sim Search source: the workspace's Sim Search knowledge base
+ * and a per-member connector for that source exist after this (the first
+ * connect creates them, which the connector operation reserves for an admin),
+ * and the caller gets the link that connects their own account. The OAuth
+ * completion queues their member run, so indexing starts on its own.
+ */
+export const connectSimSearchConnector = defineAuthorizedKnowledgeUseCase({
+  operation: knowledgeOperations.simSearchConnect,
+  resolveContext: ({ input }: { input: ConnectSimSearchConnectorInput }) =>
+    resolveKnowledgeWorkspaceContext(input),
+  async execute({ principal, input, context, request }): Promise<ConnectSimSearchConnectorResult> {
+    const meta = CONNECTOR_META_REGISTRY[input.connectorType]
+    if (!meta || !canConnectPersonally(meta)) {
+      throw new OrchestrationError(
+        'validation',
+        'This source needs a site or space to be set up from a knowledge base first'
+      )
+    }
+    const workspaceId = context.workspaceId
+    let target = await findSimSearchConnector(workspaceId, input.connectorType)
+    if (!target) {
+      const knowledgeBaseId =
+        (await findSimSearchKnowledgeBase(workspaceId))?.id ??
+        (
+          await createKnowledgeBase.execute({
+            principal,
+            input: {
+              workspaceId,
+              name: SIM_SEARCH_KNOWLEDGE_BASE_NAME,
+              description: SIM_SEARCH_KNOWLEDGE_BASE_DESCRIPTION,
+              source: 'ui',
+            },
+            request,
+          })
+        ).knowledgeBase.id
+      const created = await createKnowledgeConnector.execute({
+        principal,
+        input: {
+          knowledgeBaseId,
+          assertedWorkspaceId: workspaceId,
+          connectorType: input.connectorType,
+          sourceConfig: {},
+          syncIntervalMinutes: SIM_SEARCH_SYNC_INTERVAL_MINUTES,
+          accessMode: 'members',
+          source: 'ui',
+        },
+        request,
+      })
+      target = { knowledgeBaseId, connectorId: created.connector.id }
+    }
+    const { url } = await startKnowledgeConnectorMemberEnrollment.execute({
+      principal,
+      input: {
+        knowledgeBaseId: target.knowledgeBaseId,
+        connectorId: target.connectorId,
+        assertedWorkspaceId: workspaceId,
+      },
+      request,
+    })
+    return { ...target, url }
+  },
+})
diff --git a/apps/sim/lib/sim-search/connectors.test.ts b/apps/sim/lib/sim-search/connectors.test.ts
index df5ffbd7ef1..264d77cf56f 100644
--- a/apps/sim/lib/sim-search/connectors.test.ts
+++ b/apps/sim/lib/sim-search/connectors.test.ts
@@ -14,11 +14,20 @@ vi.mock('@/connectors/registry', () => {
         auth: { mode: 'oauth', provider: 'jira' },
         icon,
       },
-      jira: { id: 'jira', name: 'Jira', auth: { mode: 'oauth', provider: 'jira' }, icon },
+      jira: {
+        id: 'jira',
+        name: 'Jira',
+        auth: { mode: 'oauth', provider: 'jira' },
+        permissionScopedListing: { capFieldIds: ['maxIssues'] },
+        configFields: [{ id: 'domain', required: true }],
+        icon,
+      },
       google_drive: {
         id: 'google_drive',
         name: 'Google Drive',
         auth: { mode: 'oauth', provider: 'google-drive' },
+        permissionScopedListing: { capFieldIds: ['maxFiles'] },
+        configFields: [{ id: 'maxFiles', required: false }],
         icon,
       },
       gmail: {
@@ -70,9 +79,8 @@ vi.mock('@/lib/integrations/credential-display', () => ({
 }))
 
 import {
+  canConnectPersonally,
   isSearchConnectorAvailable,
-  isSearchConnectorConnected,
-  isSearchConnectorProvider,
   SEARCH_CONNECTORS,
 } from '@/lib/sim-search/connectors'
 
@@ -103,21 +111,12 @@ describe('SEARCH_CONNECTORS', () => {
   })
 })
 
-describe('isSearchConnectorProvider', () => {
-  it('matches credentials by provider, including shared and additional providers', () => {
-    expect(isSearchConnectorProvider('jira')).toBe(true)
-    expect(isSearchConnectorProvider('google-drive')).toBe(true)
-    expect(isSearchConnectorProvider('salesforce-sandbox')).toBe(true)
-    expect(isSearchConnectorProvider('slack')).toBe(false)
-    expect(isSearchConnectorProvider(null)).toBe(false)
-  })
-})
-
-describe('isSearchConnectorConnected', () => {
-  it('counts a credential under any of the service’s provider ids', () => {
-    const salesforce = SEARCH_CONNECTORS.find((connector) => connector.type === 'salesforce')!
-    expect(isSearchConnectorConnected(salesforce, new Set(['salesforce-sandbox']))).toBe(true)
-    expect(isSearchConnectorConnected(salesforce, new Set(['jira']))).toBe(false)
+describe('canConnectPersonally', () => {
+  it('offers one-click connection only to per-member sources with no required setup', () => {
+    const drive = SEARCH_CONNECTORS.find((connector) => connector.type === 'google_drive')!
+    const jira = SEARCH_CONNECTORS.find((connector) => connector.type === 'jira')!
+    expect(canConnectPersonally(drive.meta)).toBe(true)
+    expect(canConnectPersonally(jira.meta)).toBe(false)
   })
 })
 
diff --git a/apps/sim/lib/sim-search/connectors.ts b/apps/sim/lib/sim-search/connectors.ts
index fda056d4d27..58827ad5d4b 100644
--- a/apps/sim/lib/sim-search/connectors.ts
+++ b/apps/sim/lib/sim-search/connectors.ts
@@ -8,6 +8,9 @@ import {
 import { CONNECTOR_META_REGISTRY } from '@/connectors/registry'
 import type { ConnectorMeta } from '@/connectors/types'
 
+/** The workspace knowledge base Sim Search indexes into, one per workspace, created on first connect. */
+export const SIM_SEARCH_KNOWLEDGE_BASE_NAME = 'Sim Search'
+
 /**
  * A knowledge-base connector offered on the Sim Search surface: the connector's
  * client-safe meta paired with the OAuth service a user connects it through.
@@ -72,25 +75,15 @@ export const SEARCH_CONNECTORS: readonly SearchConnector[] = Object.entries(CONN
   .sort((a, b) => a.meta.name.localeCompare(b.meta.name))
 
 /**
- * Provider ids some Sim Search connector connects through. Several connectors
- * share one (Jira and Jira Service Management both use `jira`), so a credential
- * is matched to the surface by provider rather than to a single connector.
+ * Whether a source connects with one click on Sim Search: it crawls per
+ * member, and nothing in its config is required beyond the listing caps
+ * members mode clears. A source that needs a site or space (Confluence,
+ * Jira) is set up from a knowledge base, where an admin can name it.
  */
-const SEARCH_PROVIDER_IDS: ReadonlySet<string> = new Set(
-  SEARCH_CONNECTORS.flatMap((connector) => connector.providerIds)
-)
-
-/** Whether a stored credential's provider powers a Sim Search connector. */
-export function isSearchConnectorProvider(providerId: string | null): boolean {
-  return providerId !== null && SEARCH_PROVIDER_IDS.has(providerId)
-}
-
-/** Whether the viewer has connected this connector's service under any of its provider ids. */
-export function isSearchConnectorConnected(
-  connector: SearchConnector,
-  connectedProviderIds: ReadonlySet<string>
-): boolean {
-  return connector.providerIds.some((providerId) => connectedProviderIds.has(providerId))
+export function canConnectPersonally(meta: ConnectorMeta): boolean {
+  if (meta.auth.mode !== 'oauth' || !meta.permissionScopedListing) return false
+  const capFieldIds = new Set(meta.permissionScopedListing.capFieldIds)
+  return meta.configFields.every((field) => !field.required || capFieldIds.has(field.id))
 }
 
 /**

From ea8563f78a305eef66e6fd90f5f9eb6aa7e5520b Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 00:57:49 -0700
Subject: [PATCH 32/76] feat(knowledge): the composer's Search mode shows every
 source and reads like a search

- Under the input, Search mode lists every Sim Search source as a chip with
  the person's own state: connected with a document count, indexing,
  reconnect, or one click to connect; sources that need a site link to
  Knowledge. The sampled four-row list goes, and with it the rows that
  offered sources the server had to refuse
- Results carry a header (how many documents, searched as you, and which
  source is still indexing), hover actions to copy the link or summarize,
  an Answer with Sim action for a prose answer, and source and recency
  filters once a list is long and mixed enough to need them
- An existing chat opens in Build; a new chat keeps the last mode. Results
  never join a transcript
---
 .../knowledge-search-results.tsx              | 175 +++++++++++---
 .../components/source-card/source-card.tsx    |  70 ++++--
 .../home/components/search-sources/index.ts   |   1 +
 .../search-sources/search-sources.tsx         | 213 ++++++++++++++++++
 .../connector-actions.test.ts                 |  96 --------
 .../suggested-actions/connector-actions.ts    |  54 -----
 .../suggested-actions.test.tsx                |  72 +-----
 .../suggested-actions/suggested-actions.tsx   | 105 +++------
 .../components/suggested-actions/types.ts     |   6 +-
 .../app/workspace/[workspaceId]/home/home.tsx |   9 +
 10 files changed, 458 insertions(+), 343 deletions(-)
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/search-sources/index.ts
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
 delete mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.test.ts
 delete mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.ts

diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
index 032623d712d..14ad1ada9e0 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
@@ -1,15 +1,32 @@
 'use client'
 
-import { useMemo } from 'react'
+import { useMemo, useState } from 'react'
+import { Button, Chip } from '@sim/emcn'
 import type { WorkspaceKnowledgeSearchResult } from '@/lib/api/contracts/knowledge'
 import { SourceCard } from '@/app/workspace/[workspaceId]/home/components/message-content/components/source-card'
 import type { SourceTagData } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
+import {
+  isIndexing,
+  simSearchConnectionsByType,
+} from '@/app/workspace/[workspaceId]/home/components/search-sources'
+import { CONNECTOR_META_REGISTRY } from '@/connectors/registry'
+import { useWorkspaceMemberConnectors } from '@/hooks/queries/kb/connectors'
 import { useKnowledgeBasesQuery, useWorkspaceKnowledgeSearch } from '@/hooks/queries/kb/knowledge'
 
 /** A search spans at most this many knowledge bases. */
 const MAX_SEARCHED_KNOWLEDGE_BASES = 20
 /** Characters of the matching chunk shown under a result. */
 const SNIPPET_LENGTH = 280
+/** Filters appear only once a list is long and mixed enough for them to help. */
+const FILTERS_MIN_RESULTS = 10
+const DAY_MS = 24 * 60 * 60 * 1000
+
+const UPDATED_WINDOWS = [
+  { id: 'any', label: 'Any time', days: null },
+  { id: '7d', label: 'Past week', days: 7 },
+  { id: '30d', label: 'Past month', days: 30 },
+] as const
+type UpdatedWindow = (typeof UPDATED_WINDOWS)[number]['id']
 
 function toSnippet(content: string): string {
   const flat = content.replace(/\s+/g, ' ').trim()
@@ -46,22 +63,32 @@ function toSource(result: WorkspaceKnowledgeSearchResult): SourceTagData | null
   }
 }
 
+function connectorName(connectorType: string): string {
+  return CONNECTOR_META_REGISTRY[connectorType]?.name ?? connectorType
+}
+
 interface KnowledgeSearchResultsProps {
   workspaceId: string
   query: string
   /** Asks the agent about one document; the prompt names it and links to it. */
   onSummarize: (prompt: string) => void
+  /** Asks the agent the query itself, for a prose answer with citations. */
+  onAnswer: (query: string) => void
 }
 
 /**
  * The composer's Search mode: the documents the signed-in person may read that
- * match their query, across every knowledge base in the workspace, as cards
- * that open the source. Summarize hands one document to the agent.
+ * match their query, across every knowledge base in the workspace, as rows
+ * that open the source. A header says how many and that the search ran as
+ * them; while a connected source is still indexing it says so, and the list
+ * grows as documents land. Filters by source and recency appear only once the
+ * list is long and mixed enough to need them.
  */
 export function KnowledgeSearchResults({
   workspaceId,
   query,
   onSummarize,
+  onAnswer,
 }: KnowledgeSearchResultsProps) {
   const { data: knowledgeBases = [], isPending: basesPending } = useKnowledgeBasesQuery(workspaceId)
   const knowledgeBaseIds = useMemo(
@@ -74,12 +101,40 @@ export function KnowledgeSearchResults({
     isFetching,
     error,
   } = useWorkspaceKnowledgeSearch(workspaceId, knowledgeBaseIds, query)
+  const { data: memberConnectors = [] } = useWorkspaceMemberConnectors(workspaceId)
+  const indexing = useMemo(
+    () =>
+      [...simSearchConnectionsByType(memberConnectors).values()]
+        .filter(isIndexing)
+        .map((connection) => connectorName(connection.connectorType)),
+    [memberConnectors]
+  )
   const documents = useMemo(() => groupResultsByDocument(results ?? []), [results])
+  const sourceTypes = useMemo(
+    () => [...new Set(documents.map((result) => result.connectorType ?? 'upload'))],
+    [documents]
+  )
+  const [sourceFilter, setSourceFilter] = useState<string | null>(null)
+  const [updatedFilter, setUpdatedFilter] = useState<UpdatedWindow>('any')
+  const showFilters = documents.length >= FILTERS_MIN_RESULTS && sourceTypes.length > 1
+  const visible = useMemo(() => {
+    if (!showFilters) return documents
+    const window = UPDATED_WINDOWS.find((entry) => entry.id === updatedFilter)
+    const cutoff = window?.days ? Date.now() - window.days * DAY_MS : null
+    return documents.filter((result) => {
+      if (sourceFilter && (result.connectorType ?? 'upload') !== sourceFilter) return false
+      if (cutoff !== null) {
+        const modified = result.sourceModifiedAt ? Date.parse(result.sourceModifiedAt) : Number.NaN
+        if (Number.isNaN(modified) || modified < cutoff) return false
+      }
+      return true
+    })
+  }, [documents, showFilters, sourceFilter, updatedFilter])
 
   if (!basesPending && knowledgeBaseIds.length === 0) {
     return (
       <p className='px-2 py-3 text-[var(--text-muted)] text-small'>
-        No knowledge bases to search yet. Add one from the Knowledge tab.
+        Nothing to search yet. Connect a source above to index what you can open.
       </p>
     )
   }
@@ -89,41 +144,87 @@ export function KnowledgeSearchResults({
   if (isPending || (isFetching && !results)) {
     return <p className='px-2 py-3 text-[var(--text-muted)] text-small'>Searching…</p>
   }
-  if (documents.length === 0) {
-    return (
-      <p className='px-2 py-3 text-[var(--text-muted)] text-small'>
-        No documents you can read match “{query}”.
-      </p>
-    )
-  }
+
+  const indexingNote =
+    indexing.length > 0
+      ? `Still indexing ${indexing.join(', ')}; results grow as documents land.`
+      : null
 
   return (
-    <div className='flex flex-col gap-0.5'>
-      {documents.map((result) => {
-        const source = toSource(result)
-        return source ? (
-          <SourceCard
-            key={result.documentId}
-            source={source}
-            query={query}
-            onSummarize={(cited) =>
-              onSummarize(`Summarize "${cited.title ?? cited.url}" (${cited.url})`)
-            }
-          />
-        ) : (
-          <div key={result.documentId} className='flex flex-col gap-0.5 px-2 py-2'>
-            <p className='truncate text-[var(--text-primary)] text-sm'>
-              {result.documentName ?? 'Untitled document'}
-            </p>
-            <p className='truncate text-[var(--text-muted)] text-caption'>
-              {result.knowledgeBaseName}
-            </p>
-            <p className='line-clamp-2 text-[var(--text-body)] text-small leading-snug'>
-              {toSnippet(result.content)}
-            </p>
-          </div>
-        )
-      })}
+    <div className='flex flex-col gap-1'>
+      <div className='flex flex-wrap items-center gap-x-3 gap-y-1 px-2 py-1'>
+        <span className='text-[var(--text-muted)] text-caption'>
+          {documents.length === 1 ? '1 document' : `${documents.length} documents`} · searched as
+          you
+          {indexingNote ? ` · ${indexingNote}` : ''}
+        </span>
+        <Button variant='ghost' size='sm' className='ml-auto' onClick={() => onAnswer(query)}>
+          Answer with Sim
+        </Button>
+      </div>
+      {showFilters && (
+        <div className='flex flex-wrap gap-1.5 px-2 pb-1'>
+          <Chip shape='round' active={sourceFilter === null} onClick={() => setSourceFilter(null)}>
+            All sources
+          </Chip>
+          {sourceTypes.map((type) => (
+            <Chip
+              key={type}
+              shape='round'
+              active={sourceFilter === type}
+              onClick={() => setSourceFilter(sourceFilter === type ? null : type)}
+            >
+              {type === 'upload' ? 'Uploads' : connectorName(type)}
+            </Chip>
+          ))}
+          <span className='mx-1 self-center text-[var(--text-muted)] text-caption'>·</span>
+          {UPDATED_WINDOWS.map((window) => (
+            <Chip
+              key={window.id}
+              shape='round'
+              active={updatedFilter === window.id}
+              onClick={() => setUpdatedFilter(window.id)}
+            >
+              {window.label}
+            </Chip>
+          ))}
+        </div>
+      )}
+      {visible.length === 0 ? (
+        <p className='px-2 py-3 text-[var(--text-muted)] text-small'>
+          {documents.length === 0
+            ? `No documents you can read match “${query}”.`
+            : 'No documents match these filters.'}
+        </p>
+      ) : (
+        <div className='flex flex-col gap-0.5'>
+          {visible.map((result) => {
+            const source = toSource(result)
+            return source ? (
+              <SourceCard
+                key={result.documentId}
+                source={source}
+                query={query}
+                onSummarize={(cited) =>
+                  onSummarize(`Summarize "${cited.title ?? cited.url}" (${cited.url})`)
+                }
+              />
+            ) : (
+              <div key={result.documentId} className='flex flex-col gap-0.5 px-2 py-2'>
+                <p className='truncate text-[var(--text-primary)] text-sm'>
+                  {result.documentName ?? 'Untitled document'}
+                </p>
+                <p className='truncate text-[var(--text-muted)] text-caption'>
+                  {result.knowledgeBaseName}
+                </p>
+                <p className='line-clamp-2 text-[var(--text-body)] text-small leading-snug'>
+                  {toSnippet(result.content)}
+                </p>
+              </div>
+            )
+          })}
+        </div>
+      )}
     </div>
   )
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
index 23631adc5f1..d2dff4cb4f0 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
@@ -1,7 +1,8 @@
 'use client'
 
-import type { ReactNode } from 'react'
-import { Button, cn } from '@sim/emcn'
+import { type ReactNode, useState } from 'react'
+import { Button, cn, Tooltip } from '@sim/emcn'
+import { Check, Link as LinkIcon } from '@sim/emcn/icons'
 import { formatDate } from '@sim/utils/formatting'
 import { faviconUrl } from '@/lib/core/utils/favicon'
 import {
@@ -18,6 +19,8 @@ import { BrandIcon } from '@/blocks/brand-icon'
 
 /** Query terms shorter than this are too common to bold. */
 const MIN_HIGHLIGHT_TERM_LENGTH = 3
+/** How long the copied state shows on the copy-link action. */
+const COPIED_FEEDBACK_MS = 1_500
 
 function escapeRegExp(value: string): string {
   return value.replace(/[.*+?^${}()|[\]\\]/g, '\\$&')
@@ -56,6 +59,39 @@ function parseUpdatedAt(value: string | undefined): Date | null {
   return Number.isNaN(date.getTime()) ? null : date
 }
 
+interface CopyLinkActionProps {
+  url: string
+}
+
+/** Copies the document's link; confirms with a check for a moment. */
+function CopyLinkAction({ url }: CopyLinkActionProps) {
+  const [copied, setCopied] = useState(false)
+  return (
+    <Tooltip.Root>
+      <Tooltip.Trigger asChild>
+        <Button
+          variant='ghost'
+          size='sm'
+          aria-label='Copy link'
+          onClick={() => {
+            void navigator.clipboard.writeText(url).then(() => {
+              setCopied(true)
+              window.setTimeout(() => setCopied(false), COPIED_FEEDBACK_MS)
+            })
+          }}
+        >
+          {copied ? (
+            <Check className='size-[14px] text-[var(--text-icon)]' />
+          ) : (
+            <LinkIcon className='size-[14px] text-[var(--text-icon)]' />
+          )}
+        </Button>
+      </Tooltip.Trigger>
+      <Tooltip.Content>{copied ? 'Copied' : 'Copy link'}</Tooltip.Content>
+    </Tooltip.Root>
+  )
+}
+
 interface SourceCardProps {
   source: SourceTagData
   /** The query the document was found for; its terms are bolded in the snippet. */
@@ -68,8 +104,9 @@ interface SourceCardProps {
  * One document a search found, laid out to be scanned: the source's brand
  * mark or favicon, the title as a link back to the document, where it lives
  * and when it last changed, and the passage that matched with the query terms
- * in bold. The same card serves the composer's search results and the
- * footer of a reply that cited its sources with a snippet.
+ * in bold. Actions stay out of the way until the row is hovered or focused.
+ * The same row serves the composer's search results and the footer of a reply
+ * that cited its sources with a snippet.
  */
 export function SourceCard({ source, query, onSummarize }: SourceCardProps) {
   const hostname = externalLinkHostname(source.url)
@@ -82,7 +119,7 @@ export function SourceCard({ source, query, onSummarize }: SourceCardProps) {
   )
 
   return (
-    <div className='not-prose flex items-start gap-3 rounded-md px-2 py-2 transition-colors hover-hover:bg-[var(--surface-5)]'>
+    <div className='group/source not-prose flex items-start gap-3 rounded-md px-2 py-2 transition-colors focus-within:bg-[var(--surface-5)] hover-hover:bg-[var(--surface-5)]'>
       <span className='mt-[3px] flex size-[16px] flex-shrink-0 items-center justify-center'>
         {ConnectorIcon ? (
           <BrandIcon icon={ConnectorIcon} className='size-[16px]' />
@@ -115,16 +152,19 @@ export function SourceCard({ source, query, onSummarize }: SourceCardProps) {
           </p>
         )}
       </div>
-      {onSummarize && (
-        <Button
-          variant='default'
-          size='sm'
-          className='flex-shrink-0'
-          onClick={() => onSummarize(source)}
-        >
-          Summarize
-        </Button>
-      )}
+      <div
+        className={cn(
+          'flex flex-shrink-0 items-center gap-1 opacity-0 transition-opacity',
+          'focus-within:opacity-100 group-hover/source:opacity-100'
+        )}
+      >
+        <CopyLinkAction url={source.url} />
+        {onSummarize && (
+          <Button variant='default' size='sm' onClick={() => onSummarize(source)}>
+            Summarize
+          </Button>
+        )}
+      </div>
     </div>
   )
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/index.ts
new file mode 100644
index 00000000000..9ff66d4c312
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/index.ts
@@ -0,0 +1 @@
+export { isIndexing, SearchSources, simSearchConnectionsByType } from './search-sources'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
new file mode 100644
index 00000000000..1f0c57a2124
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
@@ -0,0 +1,213 @@
+'use client'
+
+import { useMemo } from 'react'
+import { Chip, cn } from '@sim/emcn'
+import { Loader, Plus } from '@sim/emcn/icons'
+import Link from 'next/link'
+import {
+  canConnectPersonally,
+  isSearchConnectorAvailable,
+  SEARCH_CONNECTORS,
+  type SearchConnector,
+  SIM_SEARCH_KNOWLEDGE_BASE_NAME,
+} from '@/lib/sim-search/connectors'
+import { BrandIcon } from '@/blocks/brand-icon'
+import {
+  memberConnectorKeys,
+  useWorkspaceMemberConnectors,
+  type WorkspaceMemberConnector,
+} from '@/hooks/queries/kb/connectors'
+import { CONNECTABLE_MEMBERSHIPS, useMemberEnrollment } from '@/hooks/use-member-enrollment'
+import { usePermissionConfig } from '@/hooks/use-permission-config'
+
+const EMPTY_MEMBER_CONNECTORS: WorkspaceMemberConnector[] = []
+
+/** The Sim Search connection per source, keyed by connector type. */
+export function simSearchConnectionsByType(
+  connectors: readonly WorkspaceMemberConnector[]
+): Map<string, WorkspaceMemberConnector> {
+  const byType = new Map<string, WorkspaceMemberConnector>()
+  for (const connector of connectors) {
+    if (connector.knowledgeBaseName !== SIM_SEARCH_KNOWLEDGE_BASE_NAME) continue
+    if (!byType.has(connector.connectorType)) byType.set(connector.connectorType, connector)
+  }
+  return byType
+}
+
+/** Whether a connected source is still indexing for the viewer. */
+export function isIndexing(connection: WorkspaceMemberConnector | undefined): boolean {
+  return (
+    connection?.viewerMembership === 'connected' &&
+    (connection.memberSyncStatus === 'pending' || connection.memberSyncStatus === 'running')
+  )
+}
+
+/** The chip's trailing state text for one source. */
+function sourceState(
+  connection: WorkspaceMemberConnector | undefined,
+  waiting: boolean
+): string | null {
+  if (waiting) return 'Connecting…'
+  if (!connection) return null
+  switch (connection.viewerMembership) {
+    case 'connected':
+      return isIndexing(connection)
+        ? 'Indexing'
+        : connection.viewerDocumentCount === 1
+          ? '1 document'
+          : `${connection.viewerDocumentCount} documents`
+    case 'needs_reauth':
+      return 'Reconnect'
+    case 'unverified_email':
+      return 'Verify email'
+    case 'revoked':
+      return 'Access removed'
+    default:
+      return null
+  }
+}
+
+interface SourceChipProps {
+  connector: SearchConnector
+  connection: WorkspaceMemberConnector | undefined
+  unavailable: boolean
+  waiting: boolean
+  disabled: boolean
+  onConnect: () => void
+}
+
+function SourceChip({
+  connector,
+  connection,
+  unavailable,
+  waiting,
+  disabled,
+  onConnect,
+}: SourceChipProps) {
+  const state = sourceState(connection, waiting)
+  const connected = connection?.viewerMembership === 'connected'
+  const actionable =
+    !unavailable &&
+    !waiting &&
+    (!connection || CONNECTABLE_MEMBERSHIPS.has(connection.viewerMembership))
+  const title = unavailable
+    ? `${connector.meta.name} is unavailable in this deployment`
+    : connected
+      ? `${connector.meta.name}: ${state}`
+      : `Connect ${connector.meta.name}`
+  return (
+    <Chip
+      shape='round'
+      active={connected}
+      disabled={disabled || unavailable || !actionable}
+      onClick={actionable ? onConnect : undefined}
+      title={title}
+      leftAdornment={<BrandIcon icon={connector.meta.icon} className='size-[14px] flex-shrink-0' />}
+      rightIcon={waiting || isIndexing(connection) ? Loader : actionable ? Plus : undefined}
+    >
+      <span className='flex items-center gap-1.5'>
+        <span>{connector.meta.name}</span>
+        {state && <span className='text-[var(--text-muted)] text-caption'>{state}</span>}
+      </span>
+    </Chip>
+  )
+}
+
+interface SearchSourcesProps {
+  workspaceId: string
+}
+
+/**
+ * Every source Sim Search can index for the person, as chips under the
+ * composer: connected ones show how many documents they can read (or that
+ * indexing is still running), the rest connect with one click. Sources that
+ * need a site or space link to Knowledge, where an admin can name it. This is
+ * the whole catalog, not a sample, so nothing connectable stays hidden.
+ */
+export function SearchSources({ workspaceId }: SearchSourcesProps) {
+  const { integrationAvailability } = usePermissionConfig()
+  const { data: memberConnectors = EMPTY_MEMBER_CONNECTORS } =
+    useWorkspaceMemberConnectors(workspaceId)
+  const connectionByType = useMemo(
+    () => simSearchConnectionsByType(memberConnectors),
+    [memberConnectors]
+  )
+  const connectedConnectorIds = useMemo(
+    () =>
+      new Set(
+        memberConnectors
+          .filter((connector) => connector.viewerMembership === 'connected')
+          .map((connector) => connector.connectorId)
+      ),
+    [memberConnectors]
+  )
+  const membershipQueryKeys = useMemo(() => [memberConnectorKeys.list(workspaceId)], [workspaceId])
+  const { connect, connectSource, isAwaiting, isPending, error } = useMemberEnrollment({
+    membershipQueryKeys,
+    connectedConnectorIds,
+  })
+
+  /** Connected first, then one-click sources, then those that need a knowledge base. */
+  const ordered = useMemo(() => {
+    const rank = (connector: SearchConnector) => {
+      const connection = connectionByType.get(connector.type)
+      if (connection?.viewerMembership === 'connected') return 0
+      if (connection) return 1
+      return canConnectPersonally(connector.meta) ? 2 : 3
+    }
+    return [...SEARCH_CONNECTORS].sort(
+      (a, b) => rank(a) - rank(b) || a.meta.name.localeCompare(b.meta.name)
+    )
+  }, [connectionByType])
+
+  return (
+    <div className='flex flex-col gap-2'>
+      <div className='flex flex-wrap gap-1.5'>
+        {ordered.map((connector) => {
+          const connection = connectionByType.get(connector.type)
+          if (!canConnectPersonally(connector.meta) && !connection) {
+            return (
+              <Link
+                key={connector.type}
+                href={`/workspace/${workspaceId}/knowledge`}
+                title={`${connector.meta.name} needs a site or space; set it up from a knowledge base`}
+                className={cn('inline-flex')}
+              >
+                <Chip
+                  shape='round'
+                  tabIndex={-1}
+                  leftAdornment={
+                    <BrandIcon icon={connector.meta.icon} className='size-[14px] flex-shrink-0' />
+                  }
+                >
+                  <span className='flex items-center gap-1.5'>
+                    <span>{connector.meta.name}</span>
+                    <span className='text-[var(--text-muted)] text-caption'>
+                      Set up in Knowledge
+                    </span>
+                  </span>
+                </Chip>
+              </Link>
+            )
+          }
+          return (
+            <SourceChip
+              key={connector.type}
+              connector={connector}
+              connection={connection}
+              unavailable={!isSearchConnectorAvailable(connector, integrationAvailability)}
+              waiting={connection ? isAwaiting(connection.connectorId) : false}
+              disabled={isPending}
+              onConnect={() =>
+                connection
+                  ? connect(connection.knowledgeBaseId, connection.connectorId)
+                  : connectSource(workspaceId, connector.type)
+              }
+            />
+          )
+        })}
+      </div>
+      {error && <p className='text-[var(--text-error)] text-caption'>{error}</p>}
+    </div>
+  )
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.test.ts b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.test.ts
deleted file mode 100644
index edfba05fbe8..00000000000
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.test.ts
+++ /dev/null
@@ -1,96 +0,0 @@
-/**
- * @vitest-environment node
- */
-import { beforeEach, describe, expect, it, vi } from 'vitest'
-
-const { mockRandomFloat } = vi.hoisted(() => ({
-  mockRandomFloat: vi.fn<() => number>(),
-}))
-
-vi.mock('@sim/utils/random', () => ({ randomFloat: mockRandomFloat }))
-
-vi.mock('@/lib/sim-search/connectors', () => {
-  const icon = () => null
-  const connector = (type: string, name: string, providerId: string) => ({
-    type,
-    meta: { id: type, name, description: `Sync ${name}`, icon },
-    providerId,
-    providerIds: [providerId],
-    requiredScopes: [],
-    serviceName: name,
-    serviceIcon: icon,
-    blockType: type,
-  })
-  return {
-    SEARCH_CONNECTORS: [
-      connector('airtable', 'Airtable', 'airtable'),
-      connector('confluence', 'Confluence', 'confluence'),
-      connector('jira', 'Jira', 'jira'),
-      connector('jsm', 'Jira Service Management', 'jira'),
-      connector('notion', 'Notion', 'notion'),
-      connector('slack', 'Slack', 'slack'),
-    ],
-  }
-})
-
-import { computeConnectorActions } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions'
-
-const ALL_AVAILABLE = () => true
-
-describe('computeConnectorActions', () => {
-  beforeEach(() => {
-    /** A zero roll always samples the first remaining candidate, so the rotation is catalog order. */
-    mockRandomFloat.mockReturnValue(0)
-  })
-
-  it('pins Confluence, Jira, and JSM first and fills the last slot from the rotation', () => {
-    const actions = computeConnectorActions(new Set(), ALL_AVAILABLE)
-
-    expect(actions.map((action) => action.id)).toEqual([
-      'connect-confluence',
-      'connect-jira',
-      'connect-jsm',
-      'connect-airtable',
-    ])
-    expect(actions[0]).toMatchObject({
-      kind: 'connector',
-      label: 'Connect Confluence',
-      target: { providerId: 'confluence', serviceName: 'Confluence' },
-    })
-  })
-
-  it('drops every connected source and refills from the rotation', () => {
-    const actions = computeConnectorActions(new Set(['jira', 'airtable']), ALL_AVAILABLE)
-
-    expect(actions.map((action) => action.id)).toEqual([
-      'connect-confluence',
-      'connect-jsm',
-      'connect-notion',
-      'connect-slack',
-    ])
-  })
-
-  it('drops connectors this deployment cannot connect, pinned or not', () => {
-    const actions = computeConnectorActions(
-      new Set(),
-      (connector) => connector.type !== 'jira' && connector.type !== 'airtable'
-    )
-
-    expect(actions.map((action) => action.id)).toEqual([
-      'connect-confluence',
-      'connect-jsm',
-      'connect-notion',
-      'connect-slack',
-    ])
-  })
-
-  it('returns fewer than four rows once the rotation is exhausted', () => {
-    const actions = computeConnectorActions(new Set(['airtable', 'notion', 'slack']), ALL_AVAILABLE)
-
-    expect(actions.map((action) => action.id)).toEqual([
-      'connect-confluence',
-      'connect-jira',
-      'connect-jsm',
-    ])
-  })
-})
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.ts b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.ts
deleted file mode 100644
index 6123834245c..00000000000
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions.ts
+++ /dev/null
@@ -1,54 +0,0 @@
-import { SEARCH_CONNECTORS, type SearchConnector } from '@/lib/sim-search/connectors'
-import type { Action } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/types'
-import { weightedSample } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/weighted-sample'
-
-/** Rows shown in Search mode — the same count as the Build-mode set. */
-const CONNECTOR_ACTION_COUNT = 4
-
-/**
- * Connectors pinned to the head of the Search-mode list, in this order. Keys
- * are `CONNECTOR_META_REGISTRY` keys, as on every {@link SearchConnector}.
- */
-export const PINNED_CONNECTOR_TYPES = ['confluence', 'jira', 'jsm'] as const
-
-const PINNED_TYPES: ReadonlySet<string> = new Set(PINNED_CONNECTOR_TYPES)
-
-/** The pinned connectors, in pinned order. */
-const PINNED: readonly SearchConnector[] = PINNED_CONNECTOR_TYPES.flatMap((type) => {
-  const connector = SEARCH_CONNECTORS.find((candidate) => candidate.type === type)
-  return connector ? [connector] : []
-})
-
-/** Every other Sim Search connector — the pool the remaining slots rotate through. */
-const ROTATING: readonly SearchConnector[] = SEARCH_CONNECTORS.filter(
-  (connector) => !PINNED_TYPES.has(connector.type)
-)
-
-function toConnectorAction(connector: SearchConnector): Action {
-  return {
-    kind: 'connector',
-    id: `connect-${connector.type}`,
-    label: `Connect ${connector.meta.name}`,
-    icon: connector.meta.icon,
-    target: connector,
-  }
-}
-
-/**
- * Builds the Search-mode rows: the pinned connectors first, then a uniform
- * sample of the rest to fill four slots. A source the viewer has already
- * connected is dropped from both halves, and a pinned slot freed that way is
- * taken by the rotation. Sources this deployment cannot connect are dropped
- * the same way, so a row never starts a connection that fails.
- */
-export function computeConnectorActions(
-  connectedTypes: ReadonlySet<string>,
-  isAvailable: (connector: SearchConnector) => boolean
-): Action[] {
-  const offered = (connector: SearchConnector) =>
-    isAvailable(connector) && !connectedTypes.has(connector.type)
-  const pinned = PINNED.filter(offered)
-  const pool = ROTATING.filter(offered)
-  const rotating = weightedSample(pool, CONNECTOR_ACTION_COUNT - pinned.length, () => 1)
-  return [...pinned, ...rotating].map(toConnectorAction)
-}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
index b79be3ee8e5..b0674f4774b 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
@@ -5,13 +5,9 @@ import { act } from 'react'
 import { createRoot, type Root } from 'react-dom/client'
 import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
 
-const { mockCaptureEvent, mockUseWorkspaceMemberConnectors, mockConnectSource } = vi.hoisted(
-  () => ({
-    mockCaptureEvent: vi.fn(),
-    mockUseWorkspaceMemberConnectors: vi.fn(),
-    mockConnectSource: vi.fn(),
-  })
-)
+const { mockCaptureEvent } = vi.hoisted(() => ({
+  mockCaptureEvent: vi.fn(),
+}))
 
 vi.mock('next/navigation', () => ({
   useParams: () => ({ workspaceId: 'workspace-1' }),
@@ -32,12 +28,8 @@ vi.mock('@/hooks/queries/tables', () => ({
 vi.mock('@/hooks/queries/kb/knowledge', () => ({
   useKnowledgeBasesQuery: () => ({ data: [] }),
 }))
-vi.mock('@/hooks/queries/kb/connectors', () => ({
-  memberConnectorKeys: { list: (workspaceId?: string) => ['member-connectors', workspaceId] },
-  useWorkspaceMemberConnectors: mockUseWorkspaceMemberConnectors,
-}))
-vi.mock('@/hooks/use-member-enrollment', () => ({
-  useMemberEnrollment: () => ({ connectSource: mockConnectSource }),
+vi.mock('@/app/workspace/[workspaceId]/home/components/search-sources', () => ({
+  SearchSources: () => <div data-testid='search-sources' />,
 }))
 vi.mock('@/hooks/use-permission-config', () => ({
   usePermissionConfig: () => ({
@@ -106,27 +98,9 @@ function rows(): HTMLButtonElement[] {
   )
 }
 
-function connectModal(): string | null {
-  return document.querySelector('[data-testid="connect-modal"]')?.textContent ?? null
-}
-
 beforeEach(() => {
   onSelectPrompt.mockClear()
   mockCaptureEvent.mockClear()
-  mockUseWorkspaceMemberConnectors.mockReturnValue({
-    isPending: false,
-    data: [
-      {
-        knowledgeBaseId: 'kb-search',
-        knowledgeBaseName: 'Sim Search',
-        connectorId: 'conn-jira',
-        connectorType: 'jira',
-        memberSyncStatus: 'idle',
-        viewerMembership: 'connected',
-        viewerDocumentCount: 3,
-      },
-    ],
-  })
   useMothershipModeStore.getState().reset()
 })
 
@@ -145,41 +119,13 @@ describe('SuggestedActions', () => {
     expect(rows().map((row) => row.textContent)).toContain('Integrate with Slack')
   })
 
-  it('swaps to the connector list in Search mode, minus connected and unavailable connectors', () => {
+  it('shows every source in Search mode instead of the sampled suggestions', () => {
     mount()
 
     act(() => useMothershipModeStore.getState().setMode('search'))
 
-    expect(heading()).toBe('Connect Sim Search')
-    expect(rows().map((row) => row.textContent)).toEqual([
-      'Connect Confluence',
-      'Connect Jira Service Management',
-      'Connect Airtable',
-      'Connect Slack',
-    ])
-  })
-
-  it('connects a source through its per-member connector instead of populating the input', () => {
-    mount()
-    act(() => useMothershipModeStore.getState().setMode('search'))
-    expect(connectModal()).toBeNull()
-
-    act(() => {
-      rows()[0].dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
-    })
-
-    expect(connectModal()).toBeNull()
-    expect(mockConnectSource).toHaveBeenCalledWith('workspace-1', 'confluence')
-    expect(onSelectPrompt).not.toHaveBeenCalled()
-    expect(mockCaptureEvent).toHaveBeenCalledWith(
-      null,
-      'suggested_action_clicked',
-      expect.objectContaining({
-        kind: 'connector',
-        action_id: 'connect-confluence',
-        position: 0,
-        connected_provider_count: 1,
-      })
-    )
+    expect(heading()).toBe('Sources')
+    expect(document.querySelector('[data-testid="search-sources"]')).not.toBeNull()
+    expect(rows()).toHaveLength(0)
   })
 })
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
index 7959f50dcd0..889c988aef7 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
@@ -13,9 +13,8 @@ import {
   resolveOAuthServiceForSlug,
 } from '@/lib/integrations'
 import { captureEvent } from '@/lib/posthog/client'
-import { isSearchConnectorAvailable } from '@/lib/sim-search/connectors'
 import { ConnectOAuthModal } from '@/app/workspace/[workspaceId]/components/connect-oauth-modal'
-import { computeConnectorActions } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/connector-actions'
+import { SearchSources } from '@/app/workspace/[workspaceId]/home/components/search-sources'
 import type {
   Action,
   ActionIcon,
@@ -26,15 +25,9 @@ import { BrandIcon } from '@/blocks/brand-icon'
 import { getAllBlockMeta } from '@/blocks/registry'
 import type { ModuleTag } from '@/blocks/types'
 import { useWorkspaceCredentials } from '@/hooks/queries/credentials'
-import {
-  memberConnectorKeys,
-  useWorkspaceMemberConnectors,
-  type WorkspaceMemberConnector,
-} from '@/hooks/queries/kb/connectors'
 import { useKnowledgeBasesQuery } from '@/hooks/queries/kb/knowledge'
 import { useOAuthConnections } from '@/hooks/queries/oauth/oauth-connections'
 import { useTablesList } from '@/hooks/queries/tables'
-import { useMemberEnrollment } from '@/hooks/use-member-enrollment'
 import { usePermissionConfig } from '@/hooks/use-permission-config'
 import { type MothershipMode, useMothershipModeStore } from '@/stores/mothership-mode/store'
 
@@ -156,7 +149,6 @@ function scoreCandidate(c: Candidate, signals: Signals): number {
 }
 
 const EMPTY_CREDENTIALS: NonNullable<ReturnType<typeof useWorkspaceCredentials>['data']> = []
-const EMPTY_MEMBER_CONNECTORS: WorkspaceMemberConnector[] = []
 const EMPTY_SERVICES: NonNullable<ReturnType<typeof useOAuthConnections>['data']> = []
 
 type ServiceInfo = NonNullable<ReturnType<typeof useOAuthConnections>['data']>[number]
@@ -242,7 +234,7 @@ const INITIAL_ACTIONS: Action[] = [
 /** Section heading per composer mode — Search reads as a connect-your-sources list. */
 const HEADINGS: Record<MothershipMode, string> = {
   build: 'Suggested actions',
-  search: 'Connect Sim Search',
+  search: 'Sources',
 }
 
 interface SuggestedActionsProps {
@@ -264,8 +256,6 @@ export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
   const { data: knowledgeBases = [] } = useKnowledgeBasesQuery(workspaceId, {
     enabled: Boolean(workspaceId),
   })
-  const { data: memberConnectors = EMPTY_MEMBER_CONNECTORS, isPending: connectionsPending } =
-    useWorkspaceMemberConnectors(workspaceId)
 
   const [expanded, setExpanded] = useState(true)
   /**
@@ -302,28 +292,6 @@ export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
     [connectedProviders, tables.length, knowledgeBases.length]
   )
 
-  /** Sources the viewer has already connected, by connector type. */
-  const connectedSearchTypes = useMemo(
-    () =>
-      new Set(
-        memberConnectors
-          .filter((connector) => connector.viewerMembership === 'connected')
-          .map((connector) => connector.connectorType)
-      ),
-    [memberConnectors]
-  )
-  const connectedConnectorIds = useMemo(
-    () =>
-      new Set(
-        memberConnectors
-          .filter((connector) => connector.viewerMembership === 'connected')
-          .map((connector) => connector.connectorId)
-      ),
-    [memberConnectors]
-  )
-  const membershipQueryKeys = useMemo(() => [memberConnectorKeys.list(workspaceId)], [workspaceId])
-  const { connectSource } = useMemberEnrollment({ membershipQueryKeys, connectedConnectorIds })
-
   /**
    * Each mode's list is memoized on its own inputs alone, so switching modes —
    * or the other mode's signals settling — never re-samples it.
@@ -337,21 +305,12 @@ export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
    * flashes. The store's default mode is Build, so the server render never
    * shows the sampled Search list.
    */
-  const searchActions = useMemo(
-    () =>
-      connectionsPending
-        ? []
-        : computeConnectorActions(connectedSearchTypes, (connector) =>
-            isSearchConnectorAvailable(connector, integrationAvailability)
-          ),
-    [connectionsPending, connectedSearchTypes, integrationAvailability]
-  )
   const buildActions = useMemo(() => {
     const personalized = services.length > 0 && connectedProviders.size > 0
     if (!personalized) return INITIAL_ACTIONS
     return computeActions(services, signals)
   }, [connectedProviders, services, signals])
-  const actions = mode === 'search' ? searchActions : buildActions
+  const actions = buildActions
 
   const handleSelect = (action: Action, position: number) => {
     captureEvent(posthog, 'suggested_action_clicked', {
@@ -360,18 +319,12 @@ export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
       action_id: action.id,
       label: action.label,
       position,
-      connected_provider_count:
-        action.kind === 'connector' ? connectedSearchTypes.size : connectedProviders.size,
+      connected_provider_count: connectedProviders.size,
     })
     if (action.kind === 'prompt') {
       onSelectPrompt(action.prompt)
       return
     }
-    /** A Sim Search source connects through its per-member connector, not a bare credential. */
-    if (action.kind === 'connector') {
-      if (workspaceId) connectSource(workspaceId, action.target.type)
-      return
-    }
     const target = resolveOAuthServiceForSlug(action.slug)
     if (target) setOAuthTarget(target)
   }
@@ -419,28 +372,34 @@ export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
               `collapsible-up`/`-down` interpolate height alone, so a margin here
               would hold its full value through the close and then vanish on unmount,
               snapping the content below up. */}
-          <div className='flex flex-col pt-1.5'>
-            {actions.map((action, i) => {
-              const Icon = action.icon
-              return (
-                <button
-                  key={action.id}
-                  type='button'
-                  onClick={() => handleSelect(action, i)}
-                  className={cn(
-                    'flex items-center gap-2 border-[var(--border)] px-2 py-2 text-left transition-colors hover-hover:bg-[var(--surface-5)]',
-                    i > 0 && 'border-t'
-                  )}
-                >
-                  <BrandIcon icon={Icon} className='size-[16px] flex-shrink-0' />
-                  <span className='flex-1 truncate text-[var(--text-body)] text-sm'>
-                    {action.label}
-                  </span>
-                  <ArrowRight className='size-[16px] shrink-0 text-[var(--text-icon)]' />
-                </button>
-              )
-            })}
-          </div>
+          {mode === 'search' && workspaceId ? (
+            <div className='pt-1.5'>
+              <SearchSources workspaceId={workspaceId} />
+            </div>
+          ) : (
+            <div className='flex flex-col pt-1.5'>
+              {actions.map((action, i) => {
+                const Icon = action.icon
+                return (
+                  <button
+                    key={action.id}
+                    type='button'
+                    onClick={() => handleSelect(action, i)}
+                    className={cn(
+                      'flex items-center gap-2 border-[var(--border)] px-2 py-2 text-left transition-colors hover-hover:bg-[var(--surface-5)]',
+                      i > 0 && 'border-t'
+                    )}
+                  >
+                    <BrandIcon icon={Icon} className='size-[16px] flex-shrink-0' />
+                    <span className='flex-1 truncate text-[var(--text-body)] text-sm'>
+                      {action.label}
+                    </span>
+                    <ArrowRight className='size-[16px] shrink-0 text-[var(--text-icon)]' />
+                  </button>
+                )
+              })}
+            </div>
+          )}
         </ExpandableContent>
       </Expandable>
       {oauthTarget && workspaceId && (
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/types.ts b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/types.ts
index 2165b1c8eef..9e39d99dbc1 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/types.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/types.ts
@@ -1,5 +1,4 @@
 import type { ComponentType, CSSProperties } from 'react'
-import type { SearchConnector } from '@/lib/sim-search/connectors'
 
 export type ActionIcon = ComponentType<{ className?: string; style?: CSSProperties }>
 
@@ -14,11 +13,8 @@ export interface OAuthConnectTarget {
 /**
  * One suggested-action row. `prompt` rows populate the input with a curated
  * prompt; `integration` rows resolve their OAuth service from the catalog slug
- * on click and open the OAuth connect modal; `connector` rows — the Search-mode
- * "Connect X" rows — carry the Sim Search source, which connects through its
- * per-member connector.
+ * on click and open the OAuth connect modal.
  */
 export type Action =
   | { kind: 'prompt'; id: string; label: string; icon: ActionIcon; prompt: string }
   | { kind: 'integration'; id: string; label: string; icon: ActionIcon; slug: string }
-  | { kind: 'connector'; id: string; label: string; icon: ActionIcon; target: SearchConnector }
diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index b3e620cd2b7..32e2fec5c9d 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -469,12 +469,21 @@ export function Home({ chatId, userName, userId }: HomeProps) {
     },
     [handleSubmit]
   )
+  /**
+   * A chat that already exists opens in Build: its transcript is a
+   * conversation, and search results never join it. A new chat keeps whatever
+   * mode the person used last.
+   */
+  useEffect(() => {
+    if (chatId) useMothershipModeStore.getState().setMode('build')
+  }, [chatId])
   const showSearchResults = composerMode === 'search' && searchQuery.length > 0
   const searchResults = showSearchResults ? (
     <KnowledgeSearchResults
       workspaceId={workspaceId}
       query={searchQuery}
       onSummarize={handleSummarize}
+      onAnswer={handleSummarize}
     />
   ) : null
 

From dba3510978c9203d9379e6a65ebdc9a8073922c5 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 01:17:22 -0700
Subject: [PATCH 33/76] fix(knowledge): process connector-owned documents as
 the system

Members-mode documents are inserted hidden until the member sync
materializes who observed them, so the processor's own source-file read,
authorized as the actor with workspace scope, denied every document a
per-member connector created. Connector-owned rows now read their source
as the system; uploads keep the actor's authorization.
---
 apps/sim/app/api/files/authorization.ts       | 16 ++--
 .../document-processing-source.test.ts        | 34 ++++++++
 .../knowledge/documents/document-processor.ts | 81 +++++++++++--------
 apps/sim/lib/knowledge/documents/service.ts   | 17 +++-
 .../lib/uploads/utils/file-utils.server.ts    | 21 ++++-
 5 files changed, 122 insertions(+), 47 deletions(-)

diff --git a/apps/sim/app/api/files/authorization.ts b/apps/sim/app/api/files/authorization.ts
index c3eb0f50f7e..db10d3b7820 100644
--- a/apps/sim/app/api/files/authorization.ts
+++ b/apps/sim/app/api/files/authorization.ts
@@ -9,7 +9,7 @@ import {
   resolveUserKnowledgeAccessScope,
   WORKSPACE_ACCESS_SCOPE,
 } from '@/lib/knowledge/access/scope'
-import type { KnowledgeAccessScope } from '@/lib/knowledge/access/types'
+import type { KnowledgeAccessScope, SystemAccessScope } from '@/lib/knowledge/access/types'
 import { getFileMetadata } from '@/lib/uploads'
 import type { StorageContext } from '@/lib/uploads/config'
 import type { StorageConfig } from '@/lib/uploads/core/storage-client'
@@ -494,7 +494,7 @@ async function verifyCopilotFileAccess(
 async function hasActiveKbDocumentForKey(
   cloudKey: string,
   workspaceId: string,
-  access: KnowledgeAccessScope
+  access: KnowledgeAccessScope | SystemAccessScope
 ): Promise<boolean> {
   const rows = await db
     .select({ id: document.id })
@@ -519,17 +519,19 @@ async function hasActiveKbDocumentForKey(
 /**
  * How a KB file read identifies the reader for document access. `'user'` is
  * for a session-authenticated person; a resolved scope is for a caller that
- * already holds one (an execution with a principal). Anything else — an
- * internal token, a tool running with the workflow owner's id — reads as the
- * workspace, never as the person whose id it happens to carry.
+ * already holds one (an execution with a principal). The system scope is for
+ * a background job reading a connector-owned row it is processing, which in
+ * members mode is hidden until the sync materializes its readers. Anything
+ * else — an internal token, a tool running with the workflow owner's id —
+ * reads as the workspace, never as the person whose id it happens to carry.
  */
-export type KnowledgeFileAccess = 'user' | KnowledgeAccessScope
+export type KnowledgeFileAccess = 'user' | KnowledgeAccessScope | SystemAccessScope
 
 async function resolveKnowledgeFileAccess(
   knowledgeAccess: KnowledgeFileAccess | undefined,
   userId: string,
   workspaceId: string
-): Promise<KnowledgeAccessScope> {
+): Promise<KnowledgeAccessScope | SystemAccessScope> {
   if (knowledgeAccess === 'user') return resolveUserKnowledgeAccessScope(userId, workspaceId)
   return knowledgeAccess ?? WORKSPACE_ACCESS_SCOPE
 }
diff --git a/apps/sim/lib/knowledge/documents/document-processing-source.test.ts b/apps/sim/lib/knowledge/documents/document-processing-source.test.ts
index 96f2aee25ac..9d1886eb7ef 100644
--- a/apps/sim/lib/knowledge/documents/document-processing-source.test.ts
+++ b/apps/sim/lib/knowledge/documents/document-processing-source.test.ts
@@ -78,6 +78,7 @@ import {
   EMBEDDING_QUOTA_EXHAUSTED_MESSAGE,
 } from '@/lib/embeddings'
 import { EmbeddingAPIError, EmbeddingQuotaExhaustedError } from '@/lib/embeddings/client'
+import { SYSTEM_ACCESS_SCOPE } from '@/lib/knowledge/access/types'
 import {
   PermanentDocumentProcessingError,
   UsageLimitDocumentProcessingError,
@@ -100,6 +101,7 @@ const PERSISTED_CONTEXT = {
   fileUrl: PERSISTED_URL,
   fileSize: 512,
   mimeType: 'application/pdf',
+  connectorId: null,
   tag1: null,
   tag2: null,
   tag3: null,
@@ -220,11 +222,42 @@ describe('knowledge document processing source', () => {
       PERSISTED_CONTEXT.uploadedBy,
       null,
       undefined,
+      undefined,
       undefined
     )
     expect(mockGenerateEmbeddings).not.toHaveBeenCalled()
   })
 
+  it('reads a connector-owned source file as the system, not as the actor', async () => {
+    resetDbChainMock()
+    dbChainMockFns.returning.mockResolvedValue([{ id: 'document-1' }])
+    dbChainMockFns.limit
+      .mockResolvedValueOnce([{ ...PERSISTED_CONTEXT, connectorId: 'connector-1' }])
+      .mockResolvedValueOnce([PERSISTED_PROVENANCE_ROW])
+      .mockResolvedValueOnce([{ id: 'document-1' }])
+
+    await processDocumentAsync('knowledge-base-1', 'document-1', {
+      filename: PERSISTED_CONTEXT.filename,
+      fileUrl: PERSISTED_CONTEXT.fileUrl,
+      fileSize: PERSISTED_CONTEXT.fileSize,
+      mimeType: PERSISTED_CONTEXT.mimeType,
+    })
+
+    expect(mockProcessDocument).toHaveBeenCalledWith(
+      PERSISTED_CONTEXT.fileUrl,
+      PERSISTED_CONTEXT.filename,
+      PERSISTED_CONTEXT.mimeType,
+      1024,
+      200,
+      100,
+      PERSISTED_CONTEXT.uploadedBy,
+      null,
+      undefined,
+      undefined,
+      SYSTEM_ACCESS_SCOPE
+    )
+  })
+
   it('processes a legacy document when its workspace metadata row no longer exists', async () => {
     mockGetFileMetadataByKeys.mockResolvedValue([])
     mockGetBoundWorkspaceFileSecretProvenanceByMetadata.mockResolvedValue(new Map())
@@ -246,6 +279,7 @@ describe('knowledge document processing source', () => {
       PERSISTED_CONTEXT.uploadedBy,
       null,
       undefined,
+      undefined,
       undefined
     )
   })
diff --git a/apps/sim/lib/knowledge/documents/document-processor.ts b/apps/sim/lib/knowledge/documents/document-processor.ts
index ed486c519a6..8172f9e755f 100644
--- a/apps/sim/lib/knowledge/documents/document-processor.ts
+++ b/apps/sim/lib/knowledge/documents/document-processor.ts
@@ -60,7 +60,10 @@ import {
 import { StorageService } from '@/lib/uploads'
 import { buildStorageKeySegment } from '@/lib/uploads/core/storage-key'
 import { getFileExtension, isInternalFileUrl } from '@/lib/uploads/utils/file-utils'
-import { downloadFileFromUrl } from '@/lib/uploads/utils/file-utils.server'
+import {
+  type DownloadFileFromUrlOptions,
+  downloadFileFromUrl,
+} from '@/lib/uploads/utils/file-utils.server'
 import { MAX_FILE_SIZE } from '@/lib/uploads/utils/validation'
 import { mistralParserTool } from '@/tools/mistral/parser'
 
@@ -194,6 +197,12 @@ async function applyStrategy(
   }
 }
 
+/**
+ * Who a source-file read runs as: the actor for authorization and OCR
+ * attribution, plus how a knowledge-base file identifies its reader.
+ */
+type SourceFileAccess = Pick<DownloadFileFromUrlOptions, 'userId' | 'knowledgeAccess'>
+
 export async function processDocument(
   fileUrl: string,
   filename: string,
@@ -204,7 +213,8 @@ export async function processDocument(
   userId?: string,
   workspaceId?: string | null,
   strategy?: ChunkingStrategy,
-  strategyOptions?: StrategyOptions
+  strategyOptions?: StrategyOptions,
+  knowledgeAccess?: DownloadFileFromUrlOptions['knowledgeAccess']
 ): Promise<{
   chunks: Chunk[]
   metadata: {
@@ -219,9 +229,10 @@ export async function processDocument(
   }
 }> {
   logger.info('Processing document', { mimeType })
+  const access: SourceFileAccess = { userId, knowledgeAccess }
 
   try {
-    const parseResult = await parseDocument(fileUrl, filename, mimeType, userId, workspaceId)
+    const parseResult = await parseDocument(fileUrl, filename, mimeType, access, workspaceId)
     const { content, processingMethod } = parseResult
     const cloudUrl = 'cloudUrl' in parseResult ? parseResult.cloudUrl : undefined
 
@@ -355,7 +366,7 @@ async function readEmbeddedPdfText(
   fileUrl: string,
   filename: string,
   mimeType: string,
-  userId?: string
+  access: SourceFileAccess
 ): Promise<
   | {
       content: string
@@ -366,7 +377,7 @@ async function readEmbeddedPdfText(
   | undefined
 > {
   try {
-    const buffer = await downloadFileWithTimeout(fileUrl, userId)
+    const buffer = await downloadFileWithTimeout(fileUrl, access)
     const parsed = await parseBuffer(buffer, 'pdf')
 
     /**
@@ -408,7 +419,7 @@ async function parseDocument(
   fileUrl: string,
   filename: string,
   mimeType: string,
-  userId?: string,
+  access: SourceFileAccess,
   workspaceId?: string | null
 ): Promise<{
   content: string
@@ -435,30 +446,30 @@ async function parseDocument(
        * documents that actually need it — which also means everything else stops
        * depending on that service being reachable.
        */
-      const embedded = await readEmbeddedPdfText(fileUrl, filename, mimeType, userId)
+      const embedded = await readEmbeddedPdfText(fileUrl, filename, mimeType, access)
       if (embedded) return embedded
 
       assertKnowledgeOpaqueModelInputSafe()
 
       if (ocrProvider === 'azure-mistral') {
         logger.info('Using Azure Mistral OCR')
-        return parseWithAzureMistralOCR(fileUrl, filename, mimeType, userId)
+        return parseWithAzureMistralOCR(fileUrl, filename, mimeType, access)
       }
 
       logger.info('Using Mistral OCR')
-      return parseWithMistralOCR(fileUrl, filename, mimeType, userId, workspaceId, mistralApiKey)
+      return parseWithMistralOCR(fileUrl, filename, mimeType, access, workspaceId, mistralApiKey)
     }
   }
 
   logger.info('Using file parser')
-  return parseWithFileParser(fileUrl, filename, mimeType, userId)
+  return parseWithFileParser(fileUrl, filename, mimeType, access)
 }
 
 async function handleFileForOCR(
   fileUrl: string,
   filename: string,
   mimeType: string,
-  userId?: string,
+  access: SourceFileAccess,
   workspaceId?: string | null
 ) {
   const isExternalHttps = /^https:\/\//i.test(fileUrl) && !isInternalFileUrl(fileUrl)
@@ -466,7 +477,7 @@ async function handleFileForOCR(
   if (isExternalHttps) {
     if (mimeType === 'application/pdf') {
       logger.info('handleFileForOCR: Downloading external PDF for OCR admission')
-      const buffer = await downloadFileWithTimeout(fileUrl, userId)
+      const buffer = await downloadFileWithTimeout(fileUrl, access)
       logger.info('handleFileForOCR: Downloaded external PDF', { bytes: buffer.length })
       return { httpsUrl: fileUrl, buffer }
     }
@@ -476,7 +487,7 @@ async function handleFileForOCR(
 
   logger.info('Uploading document to cloud storage for OCR')
 
-  const buffer = await downloadFileWithTimeout(fileUrl, userId)
+  const buffer = await downloadFileWithTimeout(fileUrl, access)
 
   logger.info('Downloaded document for OCR', { bytes: buffer.length })
 
@@ -485,7 +496,7 @@ async function handleFileForOCR(
       originalName: filename,
       uploadedAt: new Date().toISOString(),
       purpose: 'knowledge-base',
-      ...(userId && { userId }),
+      ...(access.userId && { userId: access.userId }),
       ...(workspaceId && { workspaceId }),
     }
 
@@ -521,20 +532,20 @@ async function handleFileForOCR(
  * up front on an oversized `Content-Length`), so an attacker-controlled `fileUrl`
  * pointing at an unbounded body cannot exhaust the processing worker's memory.
  */
-async function downloadFileWithTimeout(fileUrl: string, userId?: string): Promise<Buffer> {
+async function downloadFileWithTimeout(fileUrl: string, access: SourceFileAccess): Promise<Buffer> {
   return downloadFileFromUrl(fileUrl, {
     timeoutMs: TIMEOUTS.FILE_DOWNLOAD,
     maxBytes: MAX_FILE_SIZE,
-    userId,
+    ...access,
   })
 }
 
-async function downloadFileForBase64(fileUrl: string, userId?: string): Promise<Buffer> {
+async function downloadFileForBase64(fileUrl: string, access: SourceFileAccess): Promise<Buffer> {
   if (/^data:/i.test(fileUrl)) {
     return decodeDataUriWithinLimit(fileUrl, MAX_FILE_SIZE).buffer
   }
   if (/^https?:\/\//i.test(fileUrl) || isInternalFileUrl(fileUrl)) {
-    return downloadFileWithTimeout(fileUrl, userId)
+    return downloadFileWithTimeout(fileUrl, access)
   }
   throw new Error(
     'Unsupported fileUrl scheme: only data: URIs, http(s):// URLs, and internal /api/files/serve/ paths are allowed'
@@ -678,7 +689,7 @@ async function parseWithAzureMistralOCR(
   fileUrl: string,
   filename: string,
   mimeType: string,
-  userId?: string
+  access: SourceFileAccess
 ) {
   validateOCRConfig(
     env.OCR_AZURE_API_KEY,
@@ -687,7 +698,7 @@ async function parseWithAzureMistralOCR(
     'Azure Mistral OCR'
   )
 
-  const fileBuffer = await downloadFileForBase64(fileUrl, userId)
+  const fileBuffer = await downloadFileForBase64(fileUrl, access)
   const requestPolicy = getAzureMistralOcrRequestPolicy(env.OCR_AZURE_MODEL_NAME!)
 
   try {
@@ -792,7 +803,7 @@ async function parseWithMistralOCR(
   fileUrl: string,
   filename: string,
   mimeType: string,
-  userId?: string,
+  access: SourceFileAccess,
   workspaceId?: string | null,
   mistralApiKey?: string | null
 ) {
@@ -805,7 +816,7 @@ async function parseWithMistralOCR(
     fileUrl,
     filename,
     mimeType,
-    userId,
+    access,
     workspaceId
   )
 
@@ -829,13 +840,13 @@ async function parseWithMistralOCR(
       maxBytes: MISTRAL_OCR_REQUEST_POLICY.maxBytes,
       maxPages: MISTRAL_OCR_REQUEST_POLICY.maxPages,
     })
-    return processMistralOCRInBatches(filename, apiKey, buffer, userId, cloudUrl)
+    return processMistralOCRInBatches(filename, apiKey, buffer, access, cloudUrl)
   }
 
   const params = { filePath: httpsUrl, apiKey, resultType: 'text' as const }
 
   try {
-    const response = await executeMistralOCRRequest(params, userId)
+    const response = await executeMistralOCRRequest(params, access)
     const result = (await mistralParserTool.transformResponse!(response, params)) as OCRResult
     const content = processOCRContent(result, filename, pageCount > 0 ? pageCount : undefined)
 
@@ -850,7 +861,7 @@ async function parseWithMistralOCR(
 
 async function executeMistralOCRRequest(
   params: { filePath: string; apiKey: string; resultType: 'text' },
-  userId?: string
+  access: SourceFileAccess
 ): Promise<Response> {
   return retryWithExponentialBackoff(
     async () => {
@@ -876,7 +887,7 @@ async function executeMistralOCRRequest(
             requestId: generateId(),
             signal: controller.signal,
             trustedCaller: 'knowledge-ingestion',
-            userId,
+            userId: access.userId,
           })
           return Response.json(result)
         } catch (error) {
@@ -905,7 +916,7 @@ async function processChunk(
   chunkIndex: number,
   filename: string,
   apiKey: string,
-  userId?: string
+  access: SourceFileAccess
 ): Promise<string> {
   const chunkPageCount = chunk.endPage - chunk.startPage + 1
 
@@ -955,7 +966,7 @@ async function processChunk(
       resultType: 'text' as const,
     }
 
-    const response = await executeMistralOCRRequest(params, userId)
+    const response = await executeMistralOCRRequest(params, access)
     const result = (await mistralParserTool.transformResponse!(response, params)) as OCRResult
 
     if (!result.success) {
@@ -1192,7 +1203,7 @@ async function processMistralOCRInBatches(
   filename: string,
   apiKey: string,
   pdfBuffer: Buffer,
-  userId?: string,
+  access: SourceFileAccess,
   cloudUrl?: string
 ): Promise<{
   content: string
@@ -1204,7 +1215,7 @@ async function processMistralOCRInBatches(
     'mistral',
     filename,
     MISTRAL_OCR_REQUEST_POLICY,
-    (chunk, index) => processChunk(chunk, index, filename, apiKey, userId)
+    (chunk, index) => processChunk(chunk, index, filename, apiKey, access)
   )
 
   return { content, processingMethod: 'mistral-ocr', cloudUrl }
@@ -1231,7 +1242,7 @@ async function parseWithFileParser(
   fileUrl: string,
   filename: string,
   mimeType: string,
-  userId?: string
+  access: SourceFileAccess
 ) {
   try {
     let content: string
@@ -1245,7 +1256,7 @@ async function parseWithFileParser(
       // Internal URLs may arrive as an app-relative `/api/files/serve/...` path
       // (some ingestion callers store the relative path); downloadFileFromUrl
       // resolves it directly against storage without an absolute origin.
-      const result = await parseHttpFile(fileUrl, filename, mimeType, userId)
+      const result = await parseHttpFile(fileUrl, filename, mimeType, access)
       content = result.content
       metadata = result.metadata || {}
     } else {
@@ -1275,10 +1286,10 @@ async function parseDataURI(
 async function parseHttpFile(
   fileUrl: string,
   filename: string,
-  mimeType?: string,
-  userId?: string
+  mimeType: string | undefined,
+  access: SourceFileAccess
 ): Promise<{ content: string; metadata?: FileParseMetadata }> {
-  const buffer = await downloadFileWithTimeout(fileUrl, userId)
+  const buffer = await downloadFileWithTimeout(fileUrl, access)
 
   /** Prefer what we actually downloaded over what the document is *called*. */
   const extension =
diff --git a/apps/sim/lib/knowledge/documents/service.ts b/apps/sim/lib/knowledge/documents/service.ts
index 73e530f3b63..9cedc591da5 100644
--- a/apps/sim/lib/knowledge/documents/service.ts
+++ b/apps/sim/lib/knowledge/documents/service.ts
@@ -77,7 +77,11 @@ import {
   mergeDurableSecretProvenance,
 } from '@/lib/execution/durable-secret-provenance'
 import { knowledgeAccessCondition } from '@/lib/knowledge/access/predicate'
-import type { KnowledgeAccessScope, SystemAccessScope } from '@/lib/knowledge/access/types'
+import {
+  type KnowledgeAccessScope,
+  SYSTEM_ACCESS_SCOPE,
+  type SystemAccessScope,
+} from '@/lib/knowledge/access/types'
 import {
   assertDocumentChunkCountWithinLimit,
   isPermanentDocumentProcessingError,
@@ -1360,6 +1364,7 @@ export async function processDocumentAsync(
         embeddingModel: knowledgeBase.embeddingModel,
         billedAccountUserId: workspaceTable.billedAccountUserId,
         uploadedBy: document.uploadedBy,
+        connectorId: document.connectorId,
         filename: document.filename,
         fileUrl: document.fileUrl,
         fileSize: document.fileSize,
@@ -1578,7 +1583,15 @@ export async function processDocumentAsync(
             documentActorUserId,
             ctx.workspaceId,
             rawConfig?.strategy,
-            rawConfig?.strategyOptions
+            rawConfig?.strategyOptions,
+            /**
+             * A connector-owned row was written by the sync from bytes it fetched,
+             * not from a caller-supplied URL, so the processor reads it as the
+             * system: in members mode the row stays hidden until the sync
+             * materializes who observed it, and the actor's own scope would deny
+             * the read. Uploads keep the actor's authorization above.
+             */
+            ctx.connectorId ? SYSTEM_ACCESS_SCOPE : undefined
           )
 
           assertDocumentChunkCountWithinLimit(processed.chunks.length)
diff --git a/apps/sim/lib/uploads/utils/file-utils.server.ts b/apps/sim/lib/uploads/utils/file-utils.server.ts
index d3cb23db6c9..b78bff2b00b 100644
--- a/apps/sim/lib/uploads/utils/file-utils.server.ts
+++ b/apps/sim/lib/uploads/utils/file-utils.server.ts
@@ -37,7 +37,7 @@ import {
 } from '@/lib/uploads/utils/file-utils'
 import { isSimPageSource, SIM_PAGE_CONTENT_TYPE } from '@/lib/workspace-files/page-compile'
 import { renderSimPageDocumentWithAssets } from '@/lib/workspace-files/page-document.server'
-import { verifyFileAccess } from '@/app/api/files/authorization'
+import { type KnowledgeFileAccess, verifyFileAccess } from '@/app/api/files/authorization'
 import type { UserFile } from '@/executor/types'
 
 const logger = createLogger('FileUtilsServer')
@@ -229,6 +229,13 @@ export interface DownloadFileFromUrlOptions {
    * be treated as implicitly trusted.
    */
   userId?: string
+  /**
+   * How a knowledge-base file identifies its reader. Omitted, the read is
+   * authorized as the workspace, which is what a caller-supplied URL gets. A
+   * background job processing a connector-owned row passes the system scope,
+   * because that row is hidden until the sync materializes who may read it.
+   */
+  knowledgeAccess?: KnowledgeFileAccess
 }
 
 /**
@@ -248,7 +255,13 @@ export async function downloadFileFromUrl(
   fileUrl: string,
   options: DownloadFileFromUrlOptions = {}
 ): Promise<Buffer> {
-  const { timeoutMs = getMaxExecutionTimeout(), maxBytes, signal, userId } = options
+  const {
+    timeoutMs = getMaxExecutionTimeout(),
+    maxBytes,
+    signal,
+    userId,
+    knowledgeAccess,
+  } = options
 
   signal?.throwIfAborted()
 
@@ -266,7 +279,9 @@ export async function downloadFileFromUrl(
 
     const context = inferContextFromKey(key)
 
-    const hasAccess = await verifyFileAccess(key, userId, undefined, context, false)
+    const hasAccess = await verifyFileAccess(key, userId, undefined, context, false, {
+      knowledgeAccess,
+    })
     if (!hasAccess) {
       logger.warn('Internal file download denied: access check failed', { key, context, userId })
       throw new Error('Access denied: file not found or insufficient permissions')

From 662119a10314e009e62e3072a695496c1c22235d Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 01:26:38 -0700
Subject: [PATCH 34/76] feat(search): connect every personal source in place

The Sources strip lists only what a person can connect themselves and
asks for a source's required setup (a site, a space) in a small modal on
the first connect; sources an admin must set up as workspace connectors
no longer appear as dead chips. The indexing loader spins, the query
stays in the composer after a search, and the knowledge-base page drops
the per-member sync banner.
---
 .../search-sources/search-sources.tsx         | 99 ++++++++++---------
 .../search-sources/source-setup-modal.tsx     | 83 ++++++++++++++++
 .../home/components/user-input/user-input.tsx | 30 ++++--
 .../app/workspace/[workspaceId]/home/home.tsx |  1 +
 .../[workspaceId]/knowledge/[id]/base.tsx     |  2 -
 .../knowledge/[id]/components/index.ts        |  1 -
 .../member-connect-banner.tsx                 | 89 -----------------
 .../[workspaceId]/search/search.test.tsx      |  2 +-
 .../workspace/[workspaceId]/search/search.tsx | 23 ++++-
 apps/sim/hooks/use-member-enrollment.ts       | 14 ++-
 .../lib/api/contracts/knowledge/connectors.ts |  2 +
 .../lib/knowledge/application/sim-search.ts   | 27 +++--
 apps/sim/lib/sim-search/connectors.test.ts    | 24 ++++-
 apps/sim/lib/sim-search/connectors.ts         | 38 +++++--
 14 files changed, 264 insertions(+), 171 deletions(-)
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/search-sources/source-setup-modal.tsx
 delete mode 100644 apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner.tsx

diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
index 1f0c57a2124..658f2e101c4 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
@@ -1,16 +1,17 @@
 'use client'
 
-import { useMemo } from 'react'
-import { Chip, cn } from '@sim/emcn'
+import { useMemo, useState } from 'react'
+import { Chip } from '@sim/emcn'
 import { Loader, Plus } from '@sim/emcn/icons'
-import Link from 'next/link'
 import {
   canConnectPersonally,
   isSearchConnectorAvailable,
+  personalSetupFields,
   SEARCH_CONNECTORS,
   type SearchConnector,
   SIM_SEARCH_KNOWLEDGE_BASE_NAME,
 } from '@/lib/sim-search/connectors'
+import { SourceSetupModal } from '@/app/workspace/[workspaceId]/home/components/search-sources/source-setup-modal'
 import { BrandIcon } from '@/blocks/brand-icon'
 import {
   memberConnectorKeys,
@@ -22,6 +23,16 @@ import { usePermissionConfig } from '@/hooks/use-permission-config'
 
 const EMPTY_MEMBER_CONNECTORS: WorkspaceMemberConnector[] = []
 
+/** The sources a person can connect themselves, alphabetical. */
+const PERSONAL_SEARCH_CONNECTORS = SEARCH_CONNECTORS.filter((connector) =>
+  canConnectPersonally(connector.meta)
+)
+
+/** A chip's trailing icon is a component, so the spinning loader needs a wrapper to carry `animate`. */
+function SpinningLoader({ className }: { className?: string }) {
+  return <Loader className={className} animate />
+}
+
 /** The Sim Search connection per source, keyed by connector type. */
 export function simSearchConnectionsByType(
   connectors: readonly WorkspaceMemberConnector[]
@@ -103,7 +114,7 @@ function SourceChip({
       onClick={actionable ? onConnect : undefined}
       title={title}
       leftAdornment={<BrandIcon icon={connector.meta.icon} className='size-[14px] flex-shrink-0' />}
-      rightIcon={waiting || isIndexing(connection) ? Loader : actionable ? Plus : undefined}
+      rightIcon={waiting || isIndexing(connection) ? SpinningLoader : actionable ? Plus : undefined}
     >
       <span className='flex items-center gap-1.5'>
         <span>{connector.meta.name}</span>
@@ -118,11 +129,12 @@ interface SearchSourcesProps {
 }
 
 /**
- * Every source Sim Search can index for the person, as chips under the
- * composer: connected ones show how many documents they can read (or that
- * indexing is still running), the rest connect with one click. Sources that
- * need a site or space link to Knowledge, where an admin can name it. This is
- * the whole catalog, not a sample, so nothing connectable stays hidden.
+ * Every source a person can connect themselves, as chips under the composer:
+ * connected ones show how many documents they can read (or that indexing is
+ * still running), the rest connect with one click. A source that needs a site
+ * or space asks for it once, in place, on the connect that creates it;
+ * everyone after that clicks straight through. Sources an admin must set up
+ * as workspace connectors do not appear here.
  */
 export function SearchSources({ workspaceId }: SearchSourcesProps) {
   const { integrationAvailability } = usePermissionConfig()
@@ -146,50 +158,35 @@ export function SearchSources({ workspaceId }: SearchSourcesProps) {
     membershipQueryKeys,
     connectedConnectorIds,
   })
+  const [setupConnector, setSetupConnector] = useState<SearchConnector | null>(null)
 
-  /** Connected first, then one-click sources, then those that need a knowledge base. */
+  /** Connected sources first, then the rest alphabetically. */
   const ordered = useMemo(() => {
-    const rank = (connector: SearchConnector) => {
-      const connection = connectionByType.get(connector.type)
-      if (connection?.viewerMembership === 'connected') return 0
-      if (connection) return 1
-      return canConnectPersonally(connector.meta) ? 2 : 3
-    }
-    return [...SEARCH_CONNECTORS].sort(
+    const rank = (connector: SearchConnector) =>
+      connectionByType.get(connector.type)?.viewerMembership === 'connected' ? 0 : 1
+    return [...PERSONAL_SEARCH_CONNECTORS].sort(
       (a, b) => rank(a) - rank(b) || a.meta.name.localeCompare(b.meta.name)
     )
   }, [connectionByType])
 
+  const startConnect = (connector: SearchConnector) => {
+    const connection = connectionByType.get(connector.type)
+    if (connection) {
+      connect(connection.knowledgeBaseId, connection.connectorId)
+      return
+    }
+    if (personalSetupFields(connector.meta).length > 0) {
+      setSetupConnector(connector)
+      return
+    }
+    connectSource(workspaceId, connector.type)
+  }
+
   return (
     <div className='flex flex-col gap-2'>
       <div className='flex flex-wrap gap-1.5'>
         {ordered.map((connector) => {
           const connection = connectionByType.get(connector.type)
-          if (!canConnectPersonally(connector.meta) && !connection) {
-            return (
-              <Link
-                key={connector.type}
-                href={`/workspace/${workspaceId}/knowledge`}
-                title={`${connector.meta.name} needs a site or space; set it up from a knowledge base`}
-                className={cn('inline-flex')}
-              >
-                <Chip
-                  shape='round'
-                  tabIndex={-1}
-                  leftAdornment={
-                    <BrandIcon icon={connector.meta.icon} className='size-[14px] flex-shrink-0' />
-                  }
-                >
-                  <span className='flex items-center gap-1.5'>
-                    <span>{connector.meta.name}</span>
-                    <span className='text-[var(--text-muted)] text-caption'>
-                      Set up in Knowledge
-                    </span>
-                  </span>
-                </Chip>
-              </Link>
-            )
-          }
           return (
             <SourceChip
               key={connector.type}
@@ -198,16 +195,24 @@ export function SearchSources({ workspaceId }: SearchSourcesProps) {
               unavailable={!isSearchConnectorAvailable(connector, integrationAvailability)}
               waiting={connection ? isAwaiting(connection.connectorId) : false}
               disabled={isPending}
-              onConnect={() =>
-                connection
-                  ? connect(connection.knowledgeBaseId, connection.connectorId)
-                  : connectSource(workspaceId, connector.type)
-              }
+              onConnect={() => startConnect(connector)}
             />
           )
         })}
       </div>
       {error && <p className='text-[var(--text-error)] text-caption'>{error}</p>}
+      {setupConnector && (
+        <SourceSetupModal
+          connector={setupConnector}
+          fields={personalSetupFields(setupConnector.meta)}
+          onOpenChange={(open) => {
+            if (!open) setSetupConnector(null)
+          }}
+          onConnect={(sourceConfig) =>
+            connectSource(workspaceId, setupConnector.type, sourceConfig)
+          }
+        />
+      )}
     </div>
   )
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/source-setup-modal.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/source-setup-modal.tsx
new file mode 100644
index 00000000000..71695341983
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/source-setup-modal.tsx
@@ -0,0 +1,83 @@
+'use client'
+
+import { useState } from 'react'
+import {
+  ChipModal,
+  ChipModalBody,
+  ChipModalField,
+  ChipModalFooter,
+  ChipModalHeader,
+} from '@sim/emcn'
+import type { SearchConnector } from '@/lib/sim-search/connectors'
+import type { ConnectorConfigField } from '@/connectors/types'
+
+interface SourceSetupModalProps {
+  connector: SearchConnector
+  fields: readonly ConnectorConfigField[]
+  onOpenChange: (open: boolean) => void
+  /** Connects the source with the filled-in fields; the caller opens the OAuth tab in this click. */
+  onConnect: (sourceConfig: Record<string, string>) => void
+}
+
+/**
+ * The few fields a source needs before its first connect, such as a site and
+ * a space. Everyone after the first person clicks straight through.
+ */
+export function SourceSetupModal({
+  connector,
+  fields,
+  onOpenChange,
+  onConnect,
+}: SourceSetupModalProps) {
+  const [values, setValues] = useState<Record<string, string>>({})
+  const complete = fields.every((field) => values[field.id]?.trim())
+
+  const submit = () => {
+    if (!complete) return
+    onConnect(Object.fromEntries(fields.map((field) => [field.id, values[field.id]?.trim() ?? ''])))
+    onOpenChange(false)
+  }
+
+  return (
+    <ChipModal open onOpenChange={onOpenChange} srTitle={`Connect ${connector.meta.name}`}>
+      <ChipModalHeader onClose={() => onOpenChange(false)}>
+        Connect {connector.meta.name}
+      </ChipModalHeader>
+      <ChipModalBody>
+        {fields.map((field) =>
+          field.type === 'dropdown' ? (
+            <ChipModalField
+              key={field.id}
+              type='dropdown'
+              title={field.title}
+              value={values[field.id]}
+              onChange={(value) => setValues((current) => ({ ...current, [field.id]: value }))}
+              options={(field.options ?? []).map((option) => ({
+                value: option.id,
+                label: option.label,
+              }))}
+              placeholder={field.placeholder}
+              required
+            />
+          ) : (
+            <ChipModalField
+              key={field.id}
+              type='input'
+              title={field.title}
+              value={values[field.id] ?? ''}
+              onChange={(value) => setValues((current) => ({ ...current, [field.id]: value }))}
+              placeholder={field.placeholder}
+              hint={field.description}
+              autoComplete='off'
+              required
+            />
+          )
+        )}
+      </ChipModalBody>
+      <ChipModalFooter
+        onCancel={() => onOpenChange(false)}
+        primaryAction={{ label: 'Connect', onClick: submit, disabled: !complete }}
+      />
+    </ChipModal>
+  )
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
index 3b0bb976a7b..14d4983b586 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
@@ -70,6 +70,13 @@ interface UserInputProps {
   onStopGeneration: () => void
   isInitialView?: boolean
   onSendQueuedHead?: () => void
+  /**
+   * Whether the text is cleared once submitted. A search keeps its query in
+   * the box, the way a search bar does, so it can be read and refined against
+   * the results; a message to the agent clears, since it now lives in the
+   * transcript. Defaults to clearing.
+   */
+  clearOnSubmit?: boolean
   onEditQueuedTail?: () => void
 }
 
@@ -98,6 +105,7 @@ const UserInputImpl = forwardRef<UserInputHandle, UserInputProps>(function UserI
     isInitialView = true,
     onSendQueuedHead,
     onEditQueuedTail,
+    clearOnSubmit = true,
   },
   ref
 ) {
@@ -158,6 +166,8 @@ const UserInputImpl = forwardRef<UserInputHandle, UserInputProps>(function UserI
 
   const draftScopeKeyRef = useRef(draftScopeKey)
   draftScopeKeyRef.current = draftScopeKey
+  const clearOnSubmitRef = useRef(clearOnSubmit)
+  clearOnSubmitRef.current = clearOnSubmit
 
   const hasRestoredDraftRef = useRef(false)
   useEffect(() => {
@@ -546,15 +556,17 @@ const UserInputImpl = forwardRef<UserInputHandle, UserInputProps>(function UserI
       fileAttachmentsForApi.length > 0 ? fileAttachmentsForApi : undefined,
       activeContexts.length > 0 ? activeContexts : undefined
     )
-    currentEditor.clear()
-    sttPrefixRef.current = ''
-    if (draftSaveTimerRef.current !== null) {
-      window.clearTimeout(draftSaveTimerRef.current)
-      draftSaveTimerRef.current = null
-    }
-    pendingDraftRef.current = null
-    if (draftScopeKeyRef.current) {
-      useMothershipDraftsStore.getState().clearDraft(draftScopeKeyRef.current)
+    if (clearOnSubmitRef.current) {
+      currentEditor.clear()
+      sttPrefixRef.current = ''
+      if (draftSaveTimerRef.current !== null) {
+        window.clearTimeout(draftSaveTimerRef.current)
+        draftSaveTimerRef.current = null
+      }
+      pendingDraftRef.current = null
+      if (draftScopeKeyRef.current) {
+        useMothershipDraftsStore.getState().clearDraft(draftScopeKeyRef.current)
+      }
     }
     resetTranscript()
     currentFiles.clearAttachedFiles()
diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index 32e2fec5c9d..3479819cb78 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -705,6 +705,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
                     defaultValue={initialPrompt}
                     draftScopeKey={draftScopeKey}
                     onSubmit={handleSubmit}
+                    clearOnSubmit={composerMode !== 'search'}
                     isSending={isSending}
                     onStopGeneration={handleStopGeneration}
                   />
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/base.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/base.tsx
index 4c393eecbba..1176e7250bb 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/base.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/base.tsx
@@ -91,7 +91,6 @@ import {
   BaseTagsModal,
   ConnectorsSection,
   DocumentContextMenu,
-  MemberConnectBanner,
   RenameDocumentModal,
 } from '@/app/workspace/[workspaceId]/knowledge/[id]/components'
 import { DOCUMENT_COLUMNS } from '@/app/workspace/[workspaceId]/knowledge/[id]/document-columns'
@@ -1313,7 +1312,6 @@ export function KnowledgeBase({
           breadcrumbs={breadcrumbs}
           actions={headerActions}
         />
-        <MemberConnectBanner knowledgeBaseId={id} connectors={connectors} />
         <Resource.Options
           search={{
             value: searchQuery,
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/index.ts b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/index.ts
index 27c3e750e23..d26e85dc9e3 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/index.ts
@@ -5,5 +5,4 @@ export { BaseTagsModal } from './base-tags-modal'
 export { ConnectorsSection } from './connectors-section'
 export { DocumentContextMenu } from './document-context-menu'
 export { EditConnectorModal } from './edit-connector-modal'
-export { MemberConnectBanner } from './member-connect-banner/member-connect-banner'
 export { RenameDocumentModal } from './rename-document-modal'
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner.tsx
deleted file mode 100644
index 7e9a5f76532..00000000000
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/[id]/components/member-connect-banner/member-connect-banner.tsx
+++ /dev/null
@@ -1,89 +0,0 @@
-'use client'
-
-import { useMemo } from 'react'
-import { Button } from '@sim/emcn'
-import { Loader } from '@sim/emcn/icons'
-import { CONNECTOR_META_REGISTRY } from '@/connectors/registry'
-import { type ConnectorData, connectorKeys } from '@/hooks/queries/kb/connectors'
-import {
-  CONNECTABLE_MEMBERSHIPS,
-  describeMembership,
-  enrollmentActionLabel,
-  useMemberEnrollment,
-} from '@/hooks/use-member-enrollment'
-
-interface MemberConnectBannerProps {
-  knowledgeBaseId: string
-  connectors: ConnectorData[]
-}
-
-function connectorName(connector: ConnectorData): string {
-  return CONNECTOR_META_REGISTRY[connector.connectorType]?.name ?? connector.connectorType
-}
-
-/**
- * What the viewer must do for each per-member connector, if anything, and
- * what is happening for them once they have connected.
- */
-export function MemberConnectBanner({ knowledgeBaseId, connectors }: MemberConnectBannerProps) {
-  const connectedConnectorIds = useMemo(
-    () =>
-      new Set(
-        connectors
-          .filter((connector) => connector.viewerMembership === 'connected')
-          .map((connector) => connector.id)
-      ),
-    [connectors]
-  )
-  const membershipQueryKeys = useMemo(
-    () => [connectorKeys.lists(knowledgeBaseId)],
-    [knowledgeBaseId]
-  )
-  const { connect, isAwaiting, isPending, error } = useMemberEnrollment({
-    membershipQueryKeys,
-    connectedConnectorIds,
-  })
-
-  const rows = connectors.flatMap((connector) => {
-    const membership = connector.viewerMembership
-    if (connector.accessMode !== 'members' || membership === null) return []
-    const waiting = isAwaiting(connector.id)
-    const text = describeMembership({
-      membership,
-      memberSyncStatus: connector.memberSyncStatus,
-      waiting,
-      name: connectorName(connector),
-    })
-    return text ? [{ connector, membership, waiting, text }] : []
-  })
-  if (rows.length === 0) return null
-
-  return (
-    <div className='mx-6 mt-3 mb-1 flex flex-col gap-2'>
-      {rows.map(({ connector, membership, waiting, text }) => (
-        <div
-          key={connector.id}
-          className='flex items-center justify-between gap-3 rounded-md border border-[var(--border)] bg-[var(--surface-3)] px-3 py-2'
-        >
-          <p className='flex min-w-0 items-center gap-2 text-[var(--text-body)] text-small'>
-            {(membership === 'connected' || waiting) && (
-              <Loader className='size-[14px] flex-shrink-0 text-[var(--text-icon)]' animate />
-            )}
-            <span>{text}</span>
-          </p>
-          {CONNECTABLE_MEMBERSHIPS.has(membership) && (
-            <Button
-              variant='primary'
-              size='sm'
-              onClick={() => connect(knowledgeBaseId, connector.id)}
-              disabled={isPending}
-            >
-              {enrollmentActionLabel(membership, waiting)}
-            </Button>
-          )}
-        </div>
-      ))}
-      {error && <p className='text-[var(--text-error)] text-caption'>{error}</p>}
-    </div>
-  )
-}
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx b/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
index e7b33c51e54..24a689f2210 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
@@ -161,7 +161,7 @@ describe('Search', () => {
     expect(sectionLabels()).toEqual(['Sim Search Connectors', 'Shared with you'])
     const text = container?.textContent ?? ''
     expect(text).toContain('Connected · 12 documents')
-    expect(text).toContain('Needs a site or space; set it up from a knowledge base.')
+    expect(text).toContain('Set up by a workspace admin from a knowledge base.')
     expect(text).toContain('Unavailable in this deployment. Contact your administrator.')
     expect(text).toContain('Sales')
   })
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search.tsx b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
index 2fbad0bca8e..1303e258856 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/search.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
@@ -1,6 +1,6 @@
 'use client'
 
-import { useMemo, useRef } from 'react'
+import { useMemo, useRef, useState } from 'react'
 import { Button, ChipInput } from '@sim/emcn'
 import { Search as SearchIcon } from '@sim/emcn/icons'
 import { useParams } from 'next/navigation'
@@ -8,11 +8,13 @@ import { useQueryState } from 'nuqs'
 import {
   canConnectPersonally,
   isSearchConnectorAvailable,
+  personalSetupFields,
   SEARCH_CONNECTORS,
   type SearchConnector,
   SIM_SEARCH_KNOWLEDGE_BASE_NAME,
 } from '@/lib/sim-search/connectors'
 import { IntegrationTabsHeader } from '@/app/workspace/[workspaceId]/components'
+import { SourceSetupModal } from '@/app/workspace/[workspaceId]/home/components/search-sources/source-setup-modal'
 import { IntegrationSection } from '@/app/workspace/[workspaceId]/integrations/components/integration-section'
 import { IntegrationTile } from '@/app/workspace/[workspaceId]/integrations/components/integrations-showcase'
 import { useScrollRestoration } from '@/app/workspace/[workspaceId]/integrations/hooks/use-scroll-restoration'
@@ -42,7 +44,7 @@ import { usePermissionConfig } from '@/hooks/use-permission-config'
 
 const EMPTY_MEMBER_CONNECTORS: WorkspaceMemberConnector[] = []
 const CONNECTORS_LABEL = 'Sim Search Connectors'
-const NEEDS_KNOWLEDGE_BASE_SETUP = 'Needs a site or space; set it up from a knowledge base.'
+const NEEDS_KNOWLEDGE_BASE_SETUP = 'Set up by a workspace admin from a knowledge base.'
 const UNAVAILABLE = 'Unavailable in this deployment. Contact your administrator.'
 
 /** What a source row says once the viewer's own indexing has settled. */
@@ -163,6 +165,7 @@ export function Search() {
     [memberConnectors]
   )
   const membershipQueryKeys = useMemo(() => [memberConnectorKeys.list(workspaceId)], [workspaceId])
+  const [setupConnector, setSetupConnector] = useState<SearchConnector | null>(null)
   const { connect, connectSource, isAwaiting, isPending, error } = useMemberEnrollment({
     membershipQueryKeys,
     connectedConnectorIds,
@@ -220,7 +223,9 @@ export function Search() {
                       onConnect={() =>
                         connection
                           ? connect(connection.knowledgeBaseId, connection.connectorId)
-                          : connectSource(workspaceId, connector.type)
+                          : personalSetupFields(connector.meta).length > 0
+                            ? setSetupConnector(connector)
+                            : connectSource(workspaceId, connector.type)
                       }
                     />
                   )
@@ -234,6 +239,18 @@ export function Search() {
             />
 
             {error && <p className='text-[var(--text-error)] text-caption'>{error}</p>}
+            {setupConnector && (
+              <SourceSetupModal
+                connector={setupConnector}
+                fields={personalSetupFields(setupConnector.meta)}
+                onOpenChange={(open) => {
+                  if (!open) setSetupConnector(null)
+                }}
+                onConnect={(sourceConfig) =>
+                  connectSource(workspaceId, setupConnector.type, sourceConfig)
+                }
+              />
+            )}
 
             {showNoResults && (
               <SettingsEmptyState variant='inline'>
diff --git a/apps/sim/hooks/use-member-enrollment.ts b/apps/sim/hooks/use-member-enrollment.ts
index c4795b19752..b8d36ea3eb4 100644
--- a/apps/sim/hooks/use-member-enrollment.ts
+++ b/apps/sim/hooks/use-member-enrollment.ts
@@ -165,11 +165,19 @@ export function useMemberEnrollment({
       )
     )
 
-  /** Connects a Sim Search source: its per-member connector exists afterwards, and the viewer enrolls. */
-  const connectSource = (workspaceId: string, connectorType: string) =>
+  /**
+   * Connects a Sim Search source: its per-member connector exists afterwards,
+   * and the viewer enrolls. The setup fields are read only when this connect
+   * creates the connector.
+   */
+  const connectSource = (
+    workspaceId: string,
+    connectorType: string,
+    sourceConfig?: Record<string, string>
+  ) =>
     openEnrollment(({ onSuccess, onError }) =>
       sourceConnection.mutate(
-        { workspaceId, connectorType },
+        { workspaceId, connectorType, sourceConfig },
         {
           onSuccess: ({ url, connectorId }) => onSuccess(url, connectorId),
           onError: (err) => {
diff --git a/apps/sim/lib/api/contracts/knowledge/connectors.ts b/apps/sim/lib/api/contracts/knowledge/connectors.ts
index dd48f20f57d..e35d9c10b5a 100644
--- a/apps/sim/lib/api/contracts/knowledge/connectors.ts
+++ b/apps/sim/lib/api/contracts/knowledge/connectors.ts
@@ -365,6 +365,8 @@ export type WorkspaceMemberConnector = z.output<typeof workspaceMemberConnectorS
 export const connectSimSearchConnectorBodySchema = z.object({
   workspaceId: workspaceIdSchema,
   connectorType: z.string().min(1, 'connectorType cannot be empty').max(100),
+  /** The source's setup fields, needed only on the connect that creates it. */
+  sourceConfig: z.record(z.string(), z.string().max(500)).optional(),
 })
 export type ConnectSimSearchConnectorBody = z.input<typeof connectSimSearchConnectorBodySchema>
 
diff --git a/apps/sim/lib/knowledge/application/sim-search.ts b/apps/sim/lib/knowledge/application/sim-search.ts
index 409d10c1ade..e63de78a909 100644
--- a/apps/sim/lib/knowledge/application/sim-search.ts
+++ b/apps/sim/lib/knowledge/application/sim-search.ts
@@ -8,7 +8,11 @@ import { createKnowledgeConnector } from '@/lib/knowledge/application/connectors
 import { resolveKnowledgeWorkspaceContext } from '@/lib/knowledge/application/contexts'
 import { createKnowledgeBase } from '@/lib/knowledge/application/knowledge-bases'
 import { knowledgeOperations } from '@/lib/knowledge/application/operations'
-import { canConnectPersonally, SIM_SEARCH_KNOWLEDGE_BASE_NAME } from '@/lib/sim-search/connectors'
+import {
+  canConnectPersonally,
+  missingSetupFields,
+  SIM_SEARCH_KNOWLEDGE_BASE_NAME,
+} from '@/lib/sim-search/connectors'
 import { CONNECTOR_META_REGISTRY } from '@/connectors/registry'
 
 const SIM_SEARCH_KNOWLEDGE_BASE_DESCRIPTION =
@@ -20,6 +24,8 @@ export interface ConnectSimSearchConnectorInput {
   workspaceId: string
   /** `CONNECTOR_META_REGISTRY` key of the source to connect. */
   connectorType: string
+  /** The source's setup fields (a site, a space); read only when this connect creates the connector. */
+  sourceConfig?: Record<string, string>
 }
 
 export interface ConnectSimSearchConnectorResult {
@@ -69,9 +75,10 @@ async function findSimSearchKnowledgeBase(workspaceId: string) {
 /**
  * One click on a Sim Search source: the workspace's Sim Search knowledge base
  * and a per-member connector for that source exist after this (the first
- * connect creates them, which the connector operation reserves for an admin),
- * and the caller gets the link that connects their own account. The OAuth
- * completion queues their member run, so indexing starts on its own.
+ * connect creates them, which the connector operation reserves for an admin,
+ * and supplies the source's setup fields when it has any), and the caller
+ * gets the link that connects their own account. The OAuth completion queues
+ * their member run, so indexing starts on its own.
  */
 export const connectSimSearchConnector = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.simSearchConnect,
@@ -82,12 +89,20 @@ export const connectSimSearchConnector = defineAuthorizedKnowledgeUseCase({
     if (!meta || !canConnectPersonally(meta)) {
       throw new OrchestrationError(
         'validation',
-        'This source needs a site or space to be set up from a knowledge base first'
+        'This source cannot be connected per person; a workspace admin sets it up from a knowledge base'
       )
     }
     const workspaceId = context.workspaceId
     let target = await findSimSearchConnector(workspaceId, input.connectorType)
     if (!target) {
+      const sourceConfig = input.sourceConfig ?? {}
+      const missing = missingSetupFields(meta, sourceConfig)
+      if (missing.length > 0) {
+        throw new OrchestrationError(
+          'validation',
+          `${meta.name} needs ${missing.map((field) => field.title).join(' and ')} to connect`
+        )
+      }
       const knowledgeBaseId =
         (await findSimSearchKnowledgeBase(workspaceId))?.id ??
         (
@@ -108,7 +123,7 @@ export const connectSimSearchConnector = defineAuthorizedKnowledgeUseCase({
           knowledgeBaseId,
           assertedWorkspaceId: workspaceId,
           connectorType: input.connectorType,
-          sourceConfig: {},
+          sourceConfig,
           syncIntervalMinutes: SIM_SEARCH_SYNC_INTERVAL_MINUTES,
           accessMode: 'members',
           source: 'ui',
diff --git a/apps/sim/lib/sim-search/connectors.test.ts b/apps/sim/lib/sim-search/connectors.test.ts
index 264d77cf56f..1f8dd35edd8 100644
--- a/apps/sim/lib/sim-search/connectors.test.ts
+++ b/apps/sim/lib/sim-search/connectors.test.ts
@@ -81,6 +81,8 @@ vi.mock('@/lib/integrations/credential-display', () => ({
 import {
   canConnectPersonally,
   isSearchConnectorAvailable,
+  missingSetupFields,
+  personalSetupFields,
   SEARCH_CONNECTORS,
 } from '@/lib/sim-search/connectors'
 
@@ -112,11 +114,29 @@ describe('SEARCH_CONNECTORS', () => {
 })
 
 describe('canConnectPersonally', () => {
-  it('offers one-click connection only to per-member sources with no required setup', () => {
+  it('offers personal connection to OAuth sources whose listing is permission-scoped', () => {
     const drive = SEARCH_CONNECTORS.find((connector) => connector.type === 'google_drive')!
     const jira = SEARCH_CONNECTORS.find((connector) => connector.type === 'jira')!
+    const gmail = SEARCH_CONNECTORS.find((connector) => connector.type === 'gmail')!
     expect(canConnectPersonally(drive.meta)).toBe(true)
-    expect(canConnectPersonally(jira.meta)).toBe(false)
+    expect(canConnectPersonally(jira.meta)).toBe(true)
+    expect(canConnectPersonally(gmail.meta)).toBe(false)
+  })
+})
+
+describe('personalSetupFields', () => {
+  it('asks for required config beyond the listing caps, never a selector', () => {
+    const drive = SEARCH_CONNECTORS.find((connector) => connector.type === 'google_drive')!
+    const jira = SEARCH_CONNECTORS.find((connector) => connector.type === 'jira')!
+    expect(personalSetupFields(drive.meta)).toEqual([])
+    expect(personalSetupFields(jira.meta).map((field) => field.id)).toEqual(['domain'])
+  })
+
+  it('reports the setup fields a config leaves empty', () => {
+    const jira = SEARCH_CONNECTORS.find((connector) => connector.type === 'jira')!
+    expect(missingSetupFields(jira.meta, {}).map((field) => field.id)).toEqual(['domain'])
+    expect(missingSetupFields(jira.meta, { domain: '  ' })).toHaveLength(1)
+    expect(missingSetupFields(jira.meta, { domain: 'acme.atlassian.net' })).toEqual([])
   })
 })
 
diff --git a/apps/sim/lib/sim-search/connectors.ts b/apps/sim/lib/sim-search/connectors.ts
index 58827ad5d4b..716a9ee1c89 100644
--- a/apps/sim/lib/sim-search/connectors.ts
+++ b/apps/sim/lib/sim-search/connectors.ts
@@ -6,7 +6,7 @@ import {
   getServiceConfigByServiceId,
 } from '@/lib/oauth'
 import { CONNECTOR_META_REGISTRY } from '@/connectors/registry'
-import type { ConnectorMeta } from '@/connectors/types'
+import type { ConnectorConfigField, ConnectorMeta } from '@/connectors/types'
 
 /** The workspace knowledge base Sim Search indexes into, one per workspace, created on first connect. */
 export const SIM_SEARCH_KNOWLEDGE_BASE_NAME = 'Sim Search'
@@ -75,15 +75,37 @@ export const SEARCH_CONNECTORS: readonly SearchConnector[] = Object.entries(CONN
   .sort((a, b) => a.meta.name.localeCompare(b.meta.name))
 
 /**
- * Whether a source connects with one click on Sim Search: it crawls per
- * member, and nothing in its config is required beyond the listing caps
- * members mode clears. A source that needs a site or space (Confluence,
- * Jira) is set up from a knowledge base, where an admin can name it.
+ * Whether a source connects per person on Sim Search: it authenticates with
+ * OAuth and its listing reflects who may read each document, so each member's
+ * own crawl is the permission check. A source that fails this is a workspace
+ * connector an admin sets up from a knowledge base.
  */
 export function canConnectPersonally(meta: ConnectorMeta): boolean {
-  if (meta.auth.mode !== 'oauth' || !meta.permissionScopedListing) return false
-  const capFieldIds = new Set(meta.permissionScopedListing.capFieldIds)
-  return meta.configFields.every((field) => !field.required || capFieldIds.has(field.id))
+  return meta.auth.mode === 'oauth' && meta.permissionScopedListing !== undefined
+}
+
+/**
+ * The fields a person fills in before a source's first connect: its required
+ * config beyond the listing caps members mode clears. A selector needs a
+ * credential the source does not have yet, so a selector's typed twin stands
+ * in for it (Confluence's space key, Jira's project key).
+ */
+export function personalSetupFields(meta: ConnectorMeta): ConnectorConfigField[] {
+  const capFieldIds = new Set(meta.permissionScopedListing?.capFieldIds ?? [])
+  return meta.configFields.filter(
+    (field) => field.required && field.type !== 'selector' && !capFieldIds.has(field.id)
+  )
+}
+
+/** The setup fields a source config leaves empty. */
+export function missingSetupFields(
+  meta: ConnectorMeta,
+  sourceConfig: Record<string, unknown>
+): ConnectorConfigField[] {
+  return personalSetupFields(meta).filter((field) => {
+    const value = sourceConfig[field.id]
+    return typeof value !== 'string' || value.trim() === ''
+  })
 }
 
 /**

From 3bbcaa3878ca59926e31e239d3e326adf9201918 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 01:38:16 -0700
Subject: [PATCH 35/76] feat(search): keep the results familiar to a search
 page

A result's second line names its source app rather than the knowledge
base, emptying the search box returns to the sources, and the arrow
keys walk the result links.
---
 .../knowledge-search-results.tsx              | 28 +++++++++++++++++--
 .../components/source-card/source-card.tsx    |  1 +
 .../home/components/user-input/user-input.tsx | 12 ++++++++
 .../app/workspace/[workspaceId]/home/home.tsx |  4 +++
 4 files changed, 42 insertions(+), 3 deletions(-)

diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
index 14ad1ada9e0..5f5b608dbcc 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
@@ -50,13 +50,19 @@ export function groupResultsByDocument(
   return grouped
 }
 
-/** A result as the source card renders it; a document without a source URL cannot be opened. */
+/**
+ * A result as the source card renders it: the row's second line names the
+ * source app, or the knowledge base for an upload. A document without a
+ * source URL cannot be opened.
+ */
 function toSource(result: WorkspaceKnowledgeSearchResult): SourceTagData | null {
   if (!result.sourceUrl) return null
   return {
     url: result.sourceUrl,
     title: result.documentName ?? undefined,
-    siteName: result.knowledgeBaseName || undefined,
+    siteName: result.connectorType
+      ? connectorName(result.connectorType)
+      : result.knowledgeBaseName || undefined,
     connectorType: result.connectorType ?? undefined,
     snippet: toSnippet(result.content),
     updatedAt: result.sourceModifiedAt ?? undefined,
@@ -67,6 +73,22 @@ function connectorName(connectorType: string): string {
   return CONNECTOR_META_REGISTRY[connectorType]?.name ?? connectorType
 }
 
+/**
+ * Arrow keys walk the result links, the way a search page does; Enter on a
+ * focused link opens it natively. Focus stops at either end.
+ */
+function handleResultsKeyDown(event: React.KeyboardEvent<HTMLDivElement>) {
+  if (event.key !== 'ArrowDown' && event.key !== 'ArrowUp') return
+  const links = [...event.currentTarget.querySelectorAll<HTMLAnchorElement>('a[data-source-link]')]
+  if (links.length === 0) return
+  const index = links.findIndex((link) => link === document.activeElement)
+  const next =
+    event.key === 'ArrowDown' ? Math.min(index + 1, links.length - 1) : Math.max(index - 1, 0)
+  if (next === index) return
+  event.preventDefault()
+  links[next].focus()
+}
+
 interface KnowledgeSearchResultsProps {
   workspaceId: string
   query: string
@@ -197,7 +219,7 @@ export function KnowledgeSearchResults({
             : 'No documents match these filters.'}
         </p>
       ) : (
-        <div className='flex flex-col gap-0.5'>
+        <div className='flex flex-col gap-0.5' onKeyDown={handleResultsKeyDown}>
           {visible.map((result) => {
             const source = toSource(result)
             return source ? (
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
index d2dff4cb4f0..1add016d1a3 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
@@ -137,6 +137,7 @@ export function SourceCard({ source, query, onSummarize }: SourceCardProps) {
           href={source.url}
           target='_blank'
           rel='noopener noreferrer'
+          data-source-link=''
           onClick={(event) => handleExternalLinkClick(event, source.url)}
           className={cn(
             'truncate text-[var(--text-primary)] text-sm no-underline hover:underline',
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
index 14d4983b586..ba71adcec1a 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
@@ -77,6 +77,8 @@ interface UserInputProps {
    * transcript. Defaults to clearing.
    */
   clearOnSubmit?: boolean
+  /** Called when the text becomes empty after having had content, such as a search being cleared. */
+  onCleared?: () => void
   onEditQueuedTail?: () => void
 }
 
@@ -106,6 +108,7 @@ const UserInputImpl = forwardRef<UserInputHandle, UserInputProps>(function UserI
     onSendQueuedHead,
     onEditQueuedTail,
     clearOnSubmit = true,
+    onCleared,
   },
   ref
 ) {
@@ -213,6 +216,15 @@ const UserInputImpl = forwardRef<UserInputHandle, UserInputProps>(function UserI
     }
   }, []) // eslint-disable-line react-hooks/exhaustive-deps -- intentional mount-only restore
 
+  const onClearedRef = useRef(onCleared)
+  onClearedRef.current = onCleared
+  const hadTextRef = useRef(false)
+  useEffect(() => {
+    const hasText = editor.value.trim().length > 0
+    if (hadTextRef.current && !hasText) onClearedRef.current?.()
+    hadTextRef.current = hasText
+  }, [editor.value])
+
   const isFirstSaveRef = useRef(true)
   const draftSaveTimerRef = useRef<number | null>(null)
   const pendingDraftRef = useRef<{ key: string; payload: DraftPayload } | null>(null)
diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index 3479819cb78..e9c5b35777e 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -460,6 +460,9 @@ export function Home({ chatId, userName, userId }: HomeProps) {
     [workspaceId, chatId, prepareResourceViewForAgentTurn, sendMessage]
   )
 
+  /** An emptied search box returns to the sources; nothing else reads the cleared query. */
+  const clearSearch = useCallback(() => setSearchQuery(''), [])
+
   /** Summarize on a result: hand the document to the agent in Build mode. */
   const handleSummarize = useCallback(
     (prompt: string) => {
@@ -706,6 +709,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
                     draftScopeKey={draftScopeKey}
                     onSubmit={handleSubmit}
                     clearOnSubmit={composerMode !== 'search'}
+                    onCleared={clearSearch}
                     isSending={isSending}
                     onStopGeneration={handleStopGeneration}
                   />

From 686236a0b77e1bd8c06ed5909287aaf9cca2c11f Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 01:47:39 -0700
Subject: [PATCH 36/76] feat(knowledge): sync Google Chat, Meet, Sheets,
 Bitbucket, and Airtable per member

Google Chat lists only the spaces the caller belongs to, Google Meet only
the conferences they organized, and Google Sheets, Bitbucket, and Airtable
one configured spreadsheet, repository, or table that a member either can
read in full or cannot reach at all, so each now declares its listing caps
and can sync per member. Sheets, Bitbucket, and Airtable report a 403 or
404 on their configured scope as a complete listing of nothing for that
member; Bitbucket reads a zero cap as unlimited instead of refusing it.
Google Chat, Meet, and Sheets join the Google managed OAuth providers, and
Bitbucket gains a managed policy that takes its subject from account_id
and its address from the confirmed primary email, requesting the email
scope that needs.

HubSpot stays a workspace connector: HubSpot documents that an OAuth token
reflects the app's scopes, not the authorizing user's record permissions.
Google Vault needs the Vault admin privilege and Trello authorizes through
its own OAuth 1.0a flow rather than a managed OAuth 2.0 connector.
---
 apps/sim/connectors/airtable/airtable.ts      | 19 +++-
 apps/sim/connectors/airtable/meta.ts          |  5 +
 .../connectors/bitbucket/bitbucket.test.ts    | 55 ++++++++++-
 apps/sim/connectors/bitbucket/bitbucket.ts    | 30 +++++-
 apps/sim/connectors/bitbucket/meta.ts         |  6 ++
 apps/sim/connectors/google-chat/meta.ts       |  6 ++
 apps/sim/connectors/google-meet/meta.ts       |  7 ++
 .../google-sheets/google-sheets.test.ts       | 35 ++++++-
 .../connectors/google-sheets/google-sheets.ts | 14 ++-
 apps/sim/connectors/google-sheets/meta.ts     |  5 +
 .../permission-scoped-listing.test.ts         |  5 +
 apps/sim/lib/auth/connectors/managed-oauth.ts | 92 ++++++++++++++++++-
 .../credential-groups/provider-registry.ts    |  4 +
 apps/sim/lib/credential-groups/providers.ts   | 24 +++++
 14 files changed, 295 insertions(+), 12 deletions(-)

diff --git a/apps/sim/connectors/airtable/airtable.ts b/apps/sim/connectors/airtable/airtable.ts
index cb955b91a21..fdddb724f41 100644
--- a/apps/sim/connectors/airtable/airtable.ts
+++ b/apps/sim/connectors/airtable/airtable.ts
@@ -3,7 +3,12 @@ import { getErrorMessage, toError } from '@sim/utils/errors'
 import { fetchWithRetry, VALIDATE_RETRY_OPTIONS } from '@/lib/knowledge/documents/utils'
 import { airtableConnectorMeta } from '@/connectors/airtable/meta'
 import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/connectors/types'
-import { computeContentHash, parseTagDate } from '@/connectors/utils'
+import {
+  ConnectorListingScopeUnavailableError,
+  computeContentHash,
+  isListingScopeUnavailableError,
+  parseTagDate,
+} from '@/connectors/utils'
 
 const logger = createLogger('AirtableConnector')
 
@@ -143,6 +148,8 @@ function readMaxRecords(sourceConfig: Record<string, unknown>): number {
 export const airtableConnector: ConnectorConfig = {
   ...airtableConnectorMeta,
 
+  isListingScopeUnavailableError: isListingScopeUnavailableError,
+
   /**
    * Lists records from `GET /v0/{baseId}/{tableIdOrName}`.
    *
@@ -217,7 +224,15 @@ export const airtableConnector: ConnectorConfig = {
        * Throwing aborts the sync before reconciliation, which is the safe
        * outcome — the next run restarts iteration from the beginning.
        */
-      throw new Error(`Failed to list Airtable records: ${response.status}`)
+      const message = `Failed to list Airtable records: ${response.status}`
+      /**
+       * Airtable answers a base or table the caller cannot reach with 403
+       * (INVALID_PERMISSIONS_OR_MODEL_NOT_FOUND) or 404: the configured scope
+       * is out of this caller's reach.
+       */
+      throw response.status === 403 || response.status === 404
+        ? new ConnectorListingScopeUnavailableError(message, response.status)
+        : new Error(message)
     }
 
     const data = (await response.json()) as {
diff --git a/apps/sim/connectors/airtable/meta.ts b/apps/sim/connectors/airtable/meta.ts
index 3044ceca757..fd4dac57c2d 100644
--- a/apps/sim/connectors/airtable/meta.ts
+++ b/apps/sim/connectors/airtable/meta.ts
@@ -14,6 +14,11 @@ export const airtableConnectorMeta: ConnectorMeta = {
     requiredScopes: ['data.records:read', 'schema.bases:read'],
   },
 
+  /**
+   * The listing is one configured table's records under the caller's own
+   * token, which reaches only the bases that member granted and can read.
+   */
+  permissionScopedListing: { capFieldIds: ['maxRecords'] },
   configFields: [
     {
       id: 'baseSelector',
diff --git a/apps/sim/connectors/bitbucket/bitbucket.test.ts b/apps/sim/connectors/bitbucket/bitbucket.test.ts
index 8b184f8a1e8..e36b329a4f2 100644
--- a/apps/sim/connectors/bitbucket/bitbucket.test.ts
+++ b/apps/sim/connectors/bitbucket/bitbucket.test.ts
@@ -490,6 +490,21 @@ describe('bitbucket maxItems cap', () => {
     expect(syncContext.listingCapped).toBe(true)
   })
 
+  it('reads a zero cap, which members mode writes, as unlimited', async () => {
+    mockApi([[/\/src\//, () => jsonResponse({ values: [fileEntry('a.md'), fileEntry('b.md')] })]])
+
+    const syncContext: Record<string, unknown> = {}
+    const result = await bitbucketConnector.listDocuments(
+      ACCESS_TOKEN,
+      { ...CONFIG, maxItems: 0 },
+      undefined,
+      syncContext
+    )
+
+    expect(result.documents).toHaveLength(2)
+    expect(syncContext.listingCapped).toBeUndefined()
+  })
+
   it('leaves the listing reconcilable when no cap is configured', async () => {
     mockApi([[/\/src\//, () => jsonResponse({ values: [fileEntry('a.md'), fileEntry('b.md')] })]])
 
@@ -533,6 +548,42 @@ describe('bitbucket maxItems cap', () => {
   })
 })
 
+describe('bitbucket listing scope', () => {
+  it.each([403, 404])(
+    'reports a repository the token cannot reach (%i) as an unavailable listing scope',
+    async (status) => {
+      mockApi([[/\/repositories\/acme\/widgets$/, () => jsonResponse({ type: 'error' }, status)]])
+
+      const error = await bitbucketConnector
+        .listDocuments(ACCESS_TOKEN, CONFIG, undefined, {})
+        .catch((caught: unknown) => caught)
+
+      expect(bitbucketConnector.isListingScopeUnavailableError?.(error)).toBe(true)
+    }
+  )
+
+  it('reports a pull request listing the token cannot reach as an unavailable listing scope', async () => {
+    mockApi([[/\/pullrequests/, () => jsonResponse({ type: 'error' }, 403)]])
+
+    const error = await bitbucketConnector
+      .listDocuments(ACCESS_TOKEN, PR_CONFIG, undefined, {})
+      .catch((caught: unknown) => caught)
+
+    expect(bitbucketConnector.isListingScopeUnavailableError?.(error)).toBe(true)
+  })
+
+  it('keeps any other repository failure retryable', async () => {
+    mockApi([[/\/repositories\/acme\/widgets$/, () => jsonResponse({ type: 'error' }, 500)]])
+
+    const error = await bitbucketConnector
+      .listDocuments(ACCESS_TOKEN, CONFIG, undefined, {})
+      .catch((caught: unknown) => caught)
+
+    expect(error).toBeInstanceOf(Error)
+    expect(bitbucketConnector.isListingScopeUnavailableError?.(error)).toBe(false)
+  })
+})
+
 describe('bitbucket pull request listing', () => {
   it('builds the documented collection query', async () => {
     mockApi([[/\/pullrequests/, () => jsonResponse({ values: [pullRequestFixture(7)] })]])
@@ -844,13 +895,13 @@ describe('bitbucket validateConfig', () => {
     ).toEqual({ valid: true })
   })
 
-  it('rejects a non-positive maxItems before spending a request', async () => {
+  it('rejects a negative maxItems before spending a request', async () => {
     mockApi([])
 
     expect(
       await bitbucketConnector.validateConfig(ACCESS_TOKEN, {
         ...CONFIG,
-        maxItems: '0',
+        maxItems: '-1',
       })
     ).toEqual({ valid: false, error: 'Max items must be a positive integer' })
   })
diff --git a/apps/sim/connectors/bitbucket/bitbucket.ts b/apps/sim/connectors/bitbucket/bitbucket.ts
index 484fbdcaf47..b0d5239ee9a 100644
--- a/apps/sim/connectors/bitbucket/bitbucket.ts
+++ b/apps/sim/connectors/bitbucket/bitbucket.ts
@@ -5,6 +5,8 @@ import { bitbucketConnectorMeta } from '@/connectors/bitbucket/meta'
 import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/connectors/types'
 import {
   CONNECTOR_MAX_FILE_BYTES,
+  ConnectorListingScopeUnavailableError,
+  isListingScopeUnavailableError,
   markSkipped,
   parseTagDate,
   readBodyWithLimit,
@@ -223,12 +225,15 @@ function readSlug(value: unknown): string {
   return typeof value === 'string' ? value.trim() : ''
 }
 
-/** Reads an optional positive, finite integer document cap. */
+/**
+ * Reads the optional document cap: a positive, finite integer, or 0 for
+ * unlimited, which is also how a members-mode sync clears the cap.
+ */
 function readMaxItems(value: unknown): number {
   if (value === undefined || value === null) return 0
   if (typeof value === 'string' && !value.trim()) return 0
   const parsed = Number(value)
-  if (!Number.isSafeInteger(parsed) || parsed <= 0) {
+  if (!Number.isSafeInteger(parsed) || parsed < 0) {
     throw new Error('Max items must be a positive integer')
   }
   return parsed
@@ -520,6 +525,18 @@ function pullRequestToDocument(
  * Fetches the repository record, used to resolve the canonical full name, the web
  * UI base URL, and the default branch — and to confirm access during validation.
  */
+/**
+ * The error a request against the configured repository throws: scope-unavailable
+ * when Bitbucket says the repository does not exist for this caller (404) or
+ * refuses them (403), a plain error for anything else.
+ */
+function repositoryRequestError(message: string, status: number): Error {
+  const described = `${message}: ${status}`
+  return status === 403 || status === 404
+    ? new ConnectorListingScopeUnavailableError(described, status)
+    : new Error(described)
+}
+
 async function fetchRepository(
   workspaceSlug: string,
   repoSlug: string,
@@ -553,8 +570,9 @@ async function resolveRepository(
 
   const response = await fetchRepository(workspaceSlug, repoSlug, accessToken)
   if (!response.ok) {
-    throw new Error(
-      `Cannot access Bitbucket repository ${workspaceSlug}/${repoSlug}: ${response.status}`
+    throw repositoryRequestError(
+      `Cannot access Bitbucket repository ${workspaceSlug}/${repoSlug}`,
+      response.status
     )
   }
 
@@ -808,6 +826,8 @@ function applyMaxItemsCap(
 export const bitbucketConnector: ConnectorConfig = {
   ...bitbucketConnectorMeta,
 
+  isListingScopeUnavailableError: isListingScopeUnavailableError,
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
@@ -1097,7 +1117,7 @@ export const bitbucketConnector: ConnectorConfig = {
         status: response.status,
         error: errorText.slice(0, 500),
       })
-      throw new Error(`Failed to list Bitbucket pull requests: ${response.status}`)
+      throw repositoryRequestError('Failed to list Bitbucket pull requests', response.status)
     }
 
     const page = parsePagedResponse<BitbucketPullRequest>(
diff --git a/apps/sim/connectors/bitbucket/meta.ts b/apps/sim/connectors/bitbucket/meta.ts
index 6f599b8f314..d92c1498b91 100644
--- a/apps/sim/connectors/bitbucket/meta.ts
+++ b/apps/sim/connectors/bitbucket/meta.ts
@@ -34,6 +34,12 @@ export const bitbucketConnectorMeta: ConnectorMeta = {
     requiredScopes: ['pullrequest'],
   },
 
+  /**
+   * The listing is one configured repository's files and pull requests: a
+   * member with read access to the repository lists all of them, one without
+   * lists nothing.
+   */
+  permissionScopedListing: { capFieldIds: ['maxItems'] },
   configFields: [
     {
       id: 'workspaceSelector',
diff --git a/apps/sim/connectors/google-chat/meta.ts b/apps/sim/connectors/google-chat/meta.ts
index f20ad56cce0..6da79a86b3c 100644
--- a/apps/sim/connectors/google-chat/meta.ts
+++ b/apps/sim/connectors/google-chat/meta.ts
@@ -54,6 +54,12 @@ export const googleChatConnectorMeta: ConnectorMeta = {
    */
   rehydrateOnFullSync: true,
 
+  /**
+   * `spaces.list` returns only the spaces the caller is a member of, so one
+   * member's crawl is exactly what they may read. `maxMessages` bounds each
+   * space document's window, not which spaces are listed, so it is not a cap.
+   */
+  permissionScopedListing: { capFieldIds: ['maxSpaces'] },
   configFields: [
     {
       id: 'spaceTypes',
diff --git a/apps/sim/connectors/google-meet/meta.ts b/apps/sim/connectors/google-meet/meta.ts
index 88112e590d4..0b5f6afa5fe 100644
--- a/apps/sim/connectors/google-meet/meta.ts
+++ b/apps/sim/connectors/google-meet/meta.ts
@@ -14,6 +14,13 @@ export const googleMeetConnectorMeta: ConnectorMeta = {
     requiredScopes: ['https://www.googleapis.com/auth/meetings.space.readonly'],
   },
 
+  /**
+   * `conferenceRecords.list` returns only the conferences the caller
+   * organized, so a member's crawl never reaches a meeting they cannot read.
+   * It also omits meetings they merely attended, the same shape as Zoom's
+   * own-recordings listing.
+   */
+  permissionScopedListing: { capFieldIds: ['maxMeetings'] },
   configFields: [
     {
       id: 'maxMeetings',
diff --git a/apps/sim/connectors/google-sheets/google-sheets.test.ts b/apps/sim/connectors/google-sheets/google-sheets.test.ts
index 56c0d9b540c..8279753c025 100644
--- a/apps/sim/connectors/google-sheets/google-sheets.test.ts
+++ b/apps/sim/connectors/google-sheets/google-sheets.test.ts
@@ -89,6 +89,7 @@ interface FetchStubResponses {
   drive: { status: number; body: unknown }
   values?: unknown
   spreadsheet?: unknown
+  spreadsheetStatus?: number
 }
 
 /**
@@ -110,7 +111,7 @@ function stubFetch(responses: FetchStubResponses) {
     }
     if (url.startsWith('https://sheets.googleapis.com/v4/spreadsheets/')) {
       return new Response(JSON.stringify(responses.spreadsheet ?? SPREADSHEET_METADATA), {
-        status: 200,
+        status: responses.spreadsheetStatus ?? 200,
       })
     }
     throw new Error(`Unexpected fetch to ${url}`)
@@ -178,6 +179,38 @@ describe('googleSheetsConnector trashed handling', () => {
 
       expect(result.documents).toHaveLength(2)
     })
+
+    it.each([403, 404])(
+      'reports a spreadsheet the token cannot reach (%i) as an unavailable listing scope',
+      async (status) => {
+        stubFetch({
+          drive: { status: 200, body: {} },
+          spreadsheet: { error: 'denied' },
+          spreadsheetStatus: status,
+        })
+
+        const error = await googleSheetsConnector
+          .listDocuments(ACCESS_TOKEN, SOURCE_CONFIG)
+          .catch((caught: unknown) => caught)
+
+        expect(googleSheetsConnector.isListingScopeUnavailableError?.(error)).toBe(true)
+      }
+    )
+
+    it('keeps any other metadata failure retryable', async () => {
+      stubFetch({
+        drive: { status: 200, body: {} },
+        spreadsheet: { error: 'backend' },
+        spreadsheetStatus: 500,
+      })
+
+      const error = await googleSheetsConnector
+        .listDocuments(ACCESS_TOKEN, SOURCE_CONFIG)
+        .catch((caught: unknown) => caught)
+
+      expect(error).toBeInstanceOf(Error)
+      expect(googleSheetsConnector.isListingScopeUnavailableError?.(error)).toBe(false)
+    })
   })
 
   describe('getDocument', () => {
diff --git a/apps/sim/connectors/google-sheets/google-sheets.ts b/apps/sim/connectors/google-sheets/google-sheets.ts
index 79cd8c6ad77..aba40c3d6f8 100644
--- a/apps/sim/connectors/google-sheets/google-sheets.ts
+++ b/apps/sim/connectors/google-sheets/google-sheets.ts
@@ -6,6 +6,8 @@ import { googleSheetsConnectorMeta } from '@/connectors/google-sheets/meta'
 import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/connectors/types'
 import {
   CONNECTOR_MAX_FILE_BYTES,
+  ConnectorListingScopeUnavailableError,
+  isListingScopeUnavailableError,
   markSkipped,
   parseTagDate,
   readBodyWithLimit,
@@ -172,7 +174,15 @@ async function fetchSpreadsheetMetadata(
   })
 
   if (!response.ok) {
-    throw new Error(`Failed to fetch spreadsheet metadata: ${response.status}`)
+    const message = `Failed to fetch spreadsheet metadata: ${response.status}`
+    /**
+     * The Sheets API answers a spreadsheet that is not shared with the caller
+     * with 403, and one they cannot see at all with 404: either way the
+     * configured spreadsheet is out of this caller's reach.
+     */
+    throw response.status === 403 || response.status === 404
+      ? new ConnectorListingScopeUnavailableError(message, response.status)
+      : new Error(message)
   }
 
   return (await response.json()) as SpreadsheetMetadata
@@ -402,6 +412,8 @@ async function sheetToDocument(
 export const googleSheetsConnector: ConnectorConfig = {
   ...googleSheetsConnectorMeta,
 
+  isListingScopeUnavailableError: isListingScopeUnavailableError,
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
diff --git a/apps/sim/connectors/google-sheets/meta.ts b/apps/sim/connectors/google-sheets/meta.ts
index 7a20991d719..2597c4f2e39 100644
--- a/apps/sim/connectors/google-sheets/meta.ts
+++ b/apps/sim/connectors/google-sheets/meta.ts
@@ -14,6 +14,11 @@ export const googleSheetsConnectorMeta: ConnectorMeta = {
     requiredScopes: ['https://www.googleapis.com/auth/drive'],
   },
 
+  /**
+   * The listing is one configured spreadsheet's tabs: a member who can read
+   * the file lists every tab, one who cannot lists nothing. Nothing caps it.
+   */
+  permissionScopedListing: { capFieldIds: [] },
   configFields: [
     {
       id: 'spreadsheetSelector',
diff --git a/apps/sim/connectors/permission-scoped-listing.test.ts b/apps/sim/connectors/permission-scoped-listing.test.ts
index 57546cfe067..362a324bd9a 100644
--- a/apps/sim/connectors/permission-scoped-listing.test.ts
+++ b/apps/sim/connectors/permission-scoped-listing.test.ts
@@ -23,7 +23,9 @@ const permissionScoped = Object.values(CONNECTOR_META_REGISTRY).filter(
 describe('permission-scoped connector listings', () => {
   it('covers the connectors that crawl per member', () => {
     expect(permissionScoped.map((meta) => meta.id).sort()).toEqual([
+      'airtable',
       'asana',
+      'bitbucket',
       'box',
       'clickup',
       'confluence',
@@ -31,9 +33,12 @@ describe('permission-scoped connector listings', () => {
       'dropbox',
       'gmail',
       'google_calendar',
+      'google_chat',
       'google_docs',
       'google_drive',
       'google_forms',
+      'google_meet',
+      'google_sheets',
       'google_slides',
       'jira',
       'jsm',
diff --git a/apps/sim/lib/auth/connectors/managed-oauth.ts b/apps/sim/lib/auth/connectors/managed-oauth.ts
index 8b2f28aba33..3d3f08b72ce 100644
--- a/apps/sim/lib/auth/connectors/managed-oauth.ts
+++ b/apps/sim/lib/auth/connectors/managed-oauth.ts
@@ -559,6 +559,92 @@ function createAttioManagedOAuthConnector(): ManagedOAuthConnectorConfig {
   }
 }
 
+const BITBUCKET_API_BASE = 'https://api.bitbucket.org/2.0'
+const BITBUCKET_EMAIL_SCOPE = 'email'
+
+/**
+ * Bitbucket's current-user endpoint carries no address, and its emails endpoint needs the
+ * `email` scope the consumer would not otherwise request; so this policy adds that scope and
+ * reads the two resources in turn. The subject is the immutable `account_id`; there is no
+ * tenant because one Bitbucket account belongs to any number of workspaces.
+ */
+function createBitbucketManagedOAuthConnector(): ManagedOAuthConnectorConfig {
+  return {
+    additionalScopes: [BITBUCKET_EMAIL_SCOPE],
+    requiresRefreshToken: true,
+    pkce: false,
+    nonceVerification: 'state_only',
+    includeLoginHint: false,
+    getAuthorizationAppId(clientId) {
+      return `bitbucket:${createHash('sha256').update(clientId).digest('hex')}`
+    },
+    async verifyIdentity({ tokens }) {
+      if (!tokens.accessToken) {
+        throw new Error('Bitbucket returned an incomplete authorization')
+      }
+      const headers = {
+        Accept: 'application/json',
+        Authorization: `Bearer ${tokens.accessToken}`,
+      }
+      const userResponse = await fetch(`${BITBUCKET_API_BASE}/user`, {
+        headers,
+        signal: AbortSignal.timeout(USER_INFO_TIMEOUT_MS),
+      })
+      const userBody = await readResponseJsonWithLimit<unknown>(userResponse, {
+        maxBytes: USER_INFO_MAX_BYTES,
+        label: 'Bitbucket identity response',
+      })
+      if (!userResponse.ok) {
+        throw new Error(`Bitbucket identity request failed with HTTP ${userResponse.status}`)
+      }
+      const user = asProfileRecord(userBody, 'Bitbucket')
+      const accountId = requireIdentityField(user.account_id, 'Bitbucket account id')
+      const emailsResponse = await fetch(`${BITBUCKET_API_BASE}/user/emails`, {
+        headers,
+        signal: AbortSignal.timeout(USER_INFO_TIMEOUT_MS),
+      })
+      const emailsBody = await readResponseJsonWithLimit<unknown>(emailsResponse, {
+        maxBytes: USER_INFO_MAX_BYTES,
+        label: 'Bitbucket emails response',
+      })
+      if (!emailsResponse.ok) {
+        throw new Error(`Bitbucket emails request failed with HTTP ${emailsResponse.status}`)
+      }
+      const emails = asProfileRecord(emailsBody, 'Bitbucket').values
+      const primary = Array.isArray(emails)
+        ? emails.find(
+            (entry): entry is Record<string, unknown> =>
+              isRecordLike(entry) && entry.is_primary === true && entry.is_confirmed === true
+          )
+        : undefined
+      const avatar =
+        isRecordLike(user.links) && isRecordLike(user.links.avatar)
+          ? user.links.avatar.href
+          : undefined
+      const base = withOptionalIdentityFields(
+        {
+          providerSubjectId: accountId,
+          email: requireIdentityField(primary?.email, 'Bitbucket confirmed primary email'),
+          /** Only a confirmed primary address is accepted above. */
+          emailVerified: true,
+        },
+        { displayName: user.display_name, avatarUrl: avatar }
+      )
+      return {
+        ...base,
+        providerTenantId: null,
+        /** Bitbucket reports the consumer's granted scopes on the token response. */
+        grantedScopes: [...new Set(tokens.scopes ?? [])],
+      }
+    },
+    hasRequiredScopes(grantedScopes, requiredScopes) {
+      const granted = new Set(grantedScopes)
+      return requiredScopes.every((scope) => granted.has(scope))
+    },
+    isTerminalRefreshError,
+  }
+}
+
 /**
  * Managed enrollment policies for the providers whose identity endpoint reports an email the
  * provider itself vouches for. Keyed by connector provider id.
@@ -719,6 +805,7 @@ const USER_INFO_MANAGED_OAUTH_CONNECTORS = new Map<string, () => ManagedOAuthCon
       }),
   ],
   ['attio', createAttioManagedOAuthConnector],
+  ['bitbucket', createBitbucketManagedOAuthConnector],
   [
     'hubspot',
     () =>
@@ -1036,7 +1123,10 @@ function resolveManagedOAuthPolicy(
     providerId === 'google-calendar' ||
     providerId === 'google-drive' ||
     providerId === 'google-docs' ||
-    providerId === 'google-forms'
+    providerId === 'google-forms' ||
+    providerId === 'google-chat' ||
+    providerId === 'google-meet' ||
+    providerId === 'google-sheets'
   ) {
     return () => createGoogleManagedOAuthConnector(providerId)
   }
diff --git a/apps/sim/lib/credential-groups/provider-registry.ts b/apps/sim/lib/credential-groups/provider-registry.ts
index 9fc55743e94..304e30b5cd7 100644
--- a/apps/sim/lib/credential-groups/provider-registry.ts
+++ b/apps/sim/lib/credential-groups/provider-registry.ts
@@ -15,11 +15,15 @@ const CREDENTIAL_GROUP_PROVIDER_ADAPTERS: Record<
   'google-drive': createStandardOAuthCredentialGroupProviderAdapter('google-drive'),
   'google-docs': createStandardOAuthCredentialGroupProviderAdapter('google-docs'),
   'google-forms': createStandardOAuthCredentialGroupProviderAdapter('google-forms'),
+  'google-chat': createStandardOAuthCredentialGroupProviderAdapter('google-chat'),
+  'google-meet': createStandardOAuthCredentialGroupProviderAdapter('google-meet'),
+  'google-sheets': createStandardOAuthCredentialGroupProviderAdapter('google-sheets'),
   confluence: createStandardOAuthCredentialGroupProviderAdapter('confluence'),
   jira: createStandardOAuthCredentialGroupProviderAdapter('jira'),
   airtable: createStandardOAuthCredentialGroupProviderAdapter('airtable'),
   asana: createStandardOAuthCredentialGroupProviderAdapter('asana'),
   attio: createStandardOAuthCredentialGroupProviderAdapter('attio'),
+  bitbucket: createStandardOAuthCredentialGroupProviderAdapter('bitbucket'),
   box: createStandardOAuthCredentialGroupProviderAdapter('box'),
   calcom: createStandardOAuthCredentialGroupProviderAdapter('calcom'),
   clickup: createStandardOAuthCredentialGroupProviderAdapter('clickup'),
diff --git a/apps/sim/lib/credential-groups/providers.ts b/apps/sim/lib/credential-groups/providers.ts
index e56f4d8dbd8..f3fb9f99c65 100644
--- a/apps/sim/lib/credential-groups/providers.ts
+++ b/apps/sim/lib/credential-groups/providers.ts
@@ -7,11 +7,15 @@ export const CREDENTIAL_GROUP_STANDARD_OAUTH_PROVIDER_IDS = [
   'google-drive',
   'google-docs',
   'google-forms',
+  'google-chat',
+  'google-meet',
+  'google-sheets',
   'confluence',
   'jira',
   'airtable',
   'asana',
   'attio',
+  'bitbucket',
   'box',
   'calcom',
   'clickup',
@@ -73,6 +77,21 @@ const CREDENTIAL_GROUP_PROVIDER_SUPPORT: Record<
     description: 'Let each person connect one Google Forms account',
     configuration: 'oauth',
   },
+  'google-chat': {
+    serviceId: 'google-chat',
+    description: 'Let each person connect one Google Chat account',
+    configuration: 'oauth',
+  },
+  'google-meet': {
+    serviceId: 'google-meet',
+    description: 'Let each person connect one Google Meet account',
+    configuration: 'oauth',
+  },
+  'google-sheets': {
+    serviceId: 'google-sheets',
+    description: 'Let each person connect one Google Sheets account',
+    configuration: 'oauth',
+  },
   confluence: {
     serviceId: 'confluence',
     description: 'Let each person connect one Confluence account',
@@ -98,6 +117,11 @@ const CREDENTIAL_GROUP_PROVIDER_SUPPORT: Record<
     description: 'Let each person connect one Attio account',
     configuration: 'oauth',
   },
+  bitbucket: {
+    serviceId: 'bitbucket',
+    description: 'Let each person connect one Bitbucket account',
+    configuration: 'oauth',
+  },
   box: {
     serviceId: 'box',
     description: 'Let each person connect one Box account',

From 1fc7efc98028a3421ec2a142c7d95e19c1ad8902 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 01:54:00 -0700
Subject: [PATCH 37/76] feat(knowledge): sync Microsoft connectors per member

Microsoft Teams, Outlook, OneDrive, SharePoint, and Microsoft Excel list
only what the caller's own account can read, so each now declares its
listing caps and can sync per member. Outlook reads a 0 conversation cap
as unlimited instead of the default. A team, channel, folder, site, or
workbook Graph answers 403 or 404 for reads as a complete listing of
nothing for that member, as does a channel or folder the member's own
listing does not show.

A Microsoft managed OAuth policy lets a Credential Group collect each
person's account: the id_token is verified against the identity
platform's keys and bound to the access token through the OIDC userinfo
subject, the person is recorded by oid and tid, and the email counts as
proven only through the claims Entra vouches for.
---
 apps/sim/connectors/microsoft-excel/meta.ts   |   2 +
 .../microsoft-excel/microsoft-excel.ts        |  21 +-
 apps/sim/connectors/microsoft-teams/meta.ts   |   5 +
 .../microsoft-teams/microsoft-teams.test.ts   |  82 +++++++
 .../microsoft-teams/microsoft-teams.ts        |  13 +-
 apps/sim/connectors/onedrive/meta.ts          |   1 +
 apps/sim/connectors/onedrive/onedrive.test.ts |  27 +++
 apps/sim/connectors/onedrive/onedrive.ts      |  19 +-
 apps/sim/connectors/outlook/meta.ts           |   1 +
 apps/sim/connectors/outlook/outlook.test.ts   |  88 +++++++
 apps/sim/connectors/outlook/outlook.ts        |  49 ++--
 .../permission-scoped-listing.test.ts         |   5 +
 apps/sim/connectors/sharepoint/meta.ts        |   1 +
 .../connectors/sharepoint/sharepoint.test.ts  |  41 ++++
 apps/sim/connectors/sharepoint/sharepoint.ts  |  46 +++-
 .../lib/auth/connectors/managed-oauth.test.ts | 225 +++++++++++++++++-
 apps/sim/lib/auth/connectors/managed-oauth.ts | 172 +++++++++++++
 .../credential-groups/provider-registry.ts    |   5 +
 apps/sim/lib/credential-groups/providers.ts   |  30 +++
 19 files changed, 799 insertions(+), 34 deletions(-)
 create mode 100644 apps/sim/connectors/microsoft-teams/microsoft-teams.test.ts

diff --git a/apps/sim/connectors/microsoft-excel/meta.ts b/apps/sim/connectors/microsoft-excel/meta.ts
index 05ac3517d45..142a0786071 100644
--- a/apps/sim/connectors/microsoft-excel/meta.ts
+++ b/apps/sim/connectors/microsoft-excel/meta.ts
@@ -14,6 +14,8 @@ export const microsoftExcelConnectorMeta: ConnectorMeta = {
     requiredScopes: ['Files.ReadWrite'],
   },
 
+  /** Every worksheet of the one workbook is listed; nothing caps the listing. */
+  permissionScopedListing: { capFieldIds: [] },
   configFields: [
     {
       id: 'driveId',
diff --git a/apps/sim/connectors/microsoft-excel/microsoft-excel.ts b/apps/sim/connectors/microsoft-excel/microsoft-excel.ts
index aa28a9e2696..e9085e137a2 100644
--- a/apps/sim/connectors/microsoft-excel/microsoft-excel.ts
+++ b/apps/sim/connectors/microsoft-excel/microsoft-excel.ts
@@ -4,7 +4,13 @@ import type { RetryOptions } from '@/lib/knowledge/documents/utils'
 import { fetchWithRetry, VALIDATE_RETRY_OPTIONS } from '@/lib/knowledge/documents/utils'
 import { microsoftExcelConnectorMeta } from '@/connectors/microsoft-excel/meta'
 import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/connectors/types'
-import { markSkipped, parseTagDate, readBodyWithLimit } from '@/connectors/utils'
+import {
+  ConnectorListingScopeUnavailableError,
+  isListingScopeUnavailableError,
+  markSkipped,
+  parseTagDate,
+  readBodyWithLimit,
+} from '@/connectors/utils'
 import type { ExcelCellValue } from '@/tools/microsoft_excel/types'
 import {
   escapeODataString,
@@ -221,11 +227,18 @@ function worksheetUrl(basePath: string, sheetName: string): string {
   return `${basePath}/workbook/worksheets('${encodeURIComponent(escapeODataString(sheetName))}')`
 }
 
-/** Throws a Graph-formatted error for a failed response. */
+/**
+ * Throws a Graph-formatted error for a failed response. A workbook Graph will
+ * not open for the caller (403 `accessDenied`, 404 `itemNotFound`) is a scope
+ * they cannot reach rather than a fault to retry.
+ */
 async function graphError(response: Response, context: string): Promise<never> {
   const body = await response.text().catch(() => '')
   const detail = parseGraphErrorMessage(response.status, response.statusText, body)
-  throw new Error(`${context}: ${detail}`)
+  const message = `${context}: ${detail}`
+  throw response.status === 403 || response.status === 404
+    ? new ConnectorListingScopeUnavailableError(message, response.status)
+    : new Error(message)
 }
 
 /** Fetches the workbook drive item (name, webUrl, lastModifiedDateTime). */
@@ -490,6 +503,8 @@ function resolveBasePath(sourceConfig: Record<string, unknown>): {
 export const microsoftExcelConnector: ConnectorConfig = {
   ...microsoftExcelConnectorMeta,
 
+  isListingScopeUnavailableError: isListingScopeUnavailableError,
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
diff --git a/apps/sim/connectors/microsoft-teams/meta.ts b/apps/sim/connectors/microsoft-teams/meta.ts
index 5cb79cea453..e0b943ddd55 100644
--- a/apps/sim/connectors/microsoft-teams/meta.ts
+++ b/apps/sim/connectors/microsoft-teams/meta.ts
@@ -21,6 +21,11 @@ export const microsoftTeamsConnectorMeta: ConnectorMeta = {
     requiredScopes: ['ChannelMessage.Read.All', 'Channel.ReadBasic.All', 'Team.ReadBasic.All'],
   },
 
+  /**
+   * `maxMessages` bounds how much history each channel document carries, not
+   * which channels are listed, so a member's listing is complete under any value.
+   */
+  permissionScopedListing: { capFieldIds: [] },
   configFields: [
     {
       id: 'teamSelector',
diff --git a/apps/sim/connectors/microsoft-teams/microsoft-teams.test.ts b/apps/sim/connectors/microsoft-teams/microsoft-teams.test.ts
new file mode 100644
index 00000000000..5dba2c181b1
--- /dev/null
+++ b/apps/sim/connectors/microsoft-teams/microsoft-teams.test.ts
@@ -0,0 +1,82 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockFetchWithRetry } = vi.hoisted(() => ({ mockFetchWithRetry: vi.fn() }))
+
+vi.mock('@/lib/knowledge/documents/utils', () => ({
+  fetchWithRetry: mockFetchWithRetry,
+  VALIDATE_RETRY_OPTIONS: {},
+}))
+vi.mock('@/components/icons', () => ({ MicrosoftTeamsIcon: () => null }))
+
+import { microsoftTeamsConnector } from '@/connectors/microsoft-teams/microsoft-teams'
+
+const GRAPH = 'https://graph.microsoft.com/v1.0'
+const TEAM_ID = 'team-1'
+const CHANNELS_URL = `${GRAPH}/teams/${TEAM_ID}/channels?$select=id,displayName,description`
+
+interface GraphRoute {
+  status?: number
+  body?: unknown
+}
+
+/** Installs a URL-keyed fake Graph; unrouted URLs reply 404. */
+function mockGraph(routes: Record<string, GraphRoute>) {
+  mockFetchWithRetry.mockImplementation(async (url: string) => {
+    const route = routes[url] ?? { status: 404 }
+    const status = route.status ?? 200
+    return {
+      ok: status >= 200 && status < 300,
+      status,
+      json: async () => route.body,
+      text: async () => JSON.stringify(route.body ?? {}),
+    } as unknown as Response
+  })
+}
+
+async function listingError(): Promise<unknown> {
+  return microsoftTeamsConnector
+    .listDocuments('token', { teamId: TEAM_ID, channel: 'General' })
+    .catch((error: unknown) => error)
+}
+
+describe('microsoft teams listing scope', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+  })
+
+  it.each([403, 404])(
+    'reads a %s on the configured team as a scope the caller cannot reach',
+    async (status) => {
+      mockGraph({ [CHANNELS_URL]: { status, body: {} } })
+
+      const error = await listingError()
+
+      expect(error).toBeInstanceOf(Error)
+      expect(microsoftTeamsConnector.isListingScopeUnavailableError!(error)).toBe(true)
+    }
+  )
+
+  it('reads a channel the caller cannot see as a scope they cannot reach', async () => {
+    mockGraph({
+      [CHANNELS_URL]: { body: { value: [{ id: 'c1', displayName: 'Announcements' }] } },
+    })
+
+    const error = await listingError()
+
+    expect(error).toBeInstanceOf(Error)
+    expect(String(error)).toMatch(/Channel not found: General/)
+    expect(microsoftTeamsConnector.isListingScopeUnavailableError!(error)).toBe(true)
+  })
+
+  it('keeps any other listing failure retryable', async () => {
+    mockGraph({ [CHANNELS_URL]: { status: 500, body: {} } })
+
+    const error = await listingError()
+
+    expect(error).toBeInstanceOf(Error)
+    expect(microsoftTeamsConnector.isListingScopeUnavailableError!(error)).toBe(false)
+  })
+})
diff --git a/apps/sim/connectors/microsoft-teams/microsoft-teams.ts b/apps/sim/connectors/microsoft-teams/microsoft-teams.ts
index f63ec5c0a49..c458ff5460e 100644
--- a/apps/sim/connectors/microsoft-teams/microsoft-teams.ts
+++ b/apps/sim/connectors/microsoft-teams/microsoft-teams.ts
@@ -7,8 +7,10 @@ import {
 } from '@/connectors/microsoft-teams/meta'
 import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/connectors/types'
 import {
+  ConnectorListingScopeUnavailableError,
   computeContentHash,
   htmlToPlainText,
+  isListingScopeUnavailableError,
   parseMultiValue,
   parseTagDate,
 } from '@/connectors/utils'
@@ -313,6 +315,15 @@ async function resolveChannel(
 export const microsoftTeamsConnector: ConnectorConfig = {
   ...microsoftTeamsConnectorMeta,
 
+  /**
+   * Graph answers 403 for a team or private channel the caller is not a member
+   * of and 404 for one it will not show them; a channel the caller's channel
+   * list does not resolve is reported the same way.
+   */
+  isListingScopeUnavailableError: (error) =>
+    isListingScopeUnavailableError(error) ||
+    (error instanceof GraphApiError && (error.status === 403 || error.status === 404)),
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
@@ -341,7 +352,7 @@ export const microsoftTeamsConnector: ConnectorConfig = {
     for (const channelInput of channelInputs) {
       const channel = await resolveChannel(accessToken, teamId, channelInput)
       if (!channel) {
-        throw new Error(`Channel not found: ${channelInput}`)
+        throw new ConnectorListingScopeUnavailableError(`Channel not found: ${channelInput}`, 404)
       }
 
       const { threads, messageCount, lastActivityTs } = await fetchChannelMessages(
diff --git a/apps/sim/connectors/onedrive/meta.ts b/apps/sim/connectors/onedrive/meta.ts
index 4270ad6ddc1..b6dddae1c77 100644
--- a/apps/sim/connectors/onedrive/meta.ts
+++ b/apps/sim/connectors/onedrive/meta.ts
@@ -10,6 +10,7 @@ export const onedriveConnectorMeta: ConnectorMeta = {
 
   auth: { mode: 'oauth', provider: 'onedrive', requiredScopes: ['Files.Read'] },
 
+  permissionScopedListing: { capFieldIds: ['maxFiles'] },
   configFields: [
     {
       id: 'folderPath',
diff --git a/apps/sim/connectors/onedrive/onedrive.test.ts b/apps/sim/connectors/onedrive/onedrive.test.ts
index b086b60f058..3439d7b31b1 100644
--- a/apps/sim/connectors/onedrive/onedrive.test.ts
+++ b/apps/sim/connectors/onedrive/onedrive.test.ts
@@ -412,3 +412,30 @@ describe('onedrive getDocument', () => {
     })
   })
 })
+
+describe('onedrive listing scope', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+  })
+
+  it.each([403, 404])(
+    'reads a %s on the configured folder as a scope the caller cannot reach',
+    async (status) => {
+      mockGraph({ [ROOT_URL]: { status, body: {} } })
+
+      const error = await onedriveConnector.listDocuments('token', {}).catch((e: unknown) => e)
+
+      expect(error).toBeInstanceOf(Error)
+      expect(onedriveConnector.isListingScopeUnavailableError!(error)).toBe(true)
+    }
+  )
+
+  it('keeps any other listing failure retryable', async () => {
+    mockGraph({ [ROOT_URL]: { status: 500, body: {} } })
+
+    const error = await onedriveConnector.listDocuments('token', {}).catch((e: unknown) => e)
+
+    expect(error).toBeInstanceOf(Error)
+    expect(onedriveConnector.isListingScopeUnavailableError!(error)).toBe(false)
+  })
+})
diff --git a/apps/sim/connectors/onedrive/onedrive.ts b/apps/sim/connectors/onedrive/onedrive.ts
index bf1c6196b3a..973a70972a9 100644
--- a/apps/sim/connectors/onedrive/onedrive.ts
+++ b/apps/sim/connectors/onedrive/onedrive.ts
@@ -12,12 +12,14 @@ import {
   assertMicrosoftGraphNextLink,
   CONNECTOR_MAX_FILE_BYTES,
   ConnectorFileTooLargeError,
+  ConnectorListingScopeUnavailableError,
   connectorFileExtension,
   decodeMicrosoftGraphTraversalCursor,
   encodeMicrosoftGraphTraversalCursor,
   extractConnectorText,
   hasIndexablePayload,
   isIndexableConnectorFile,
+  isListingScopeUnavailableError,
   isMicrosoftGraphDriveItem,
   isSkippedDocument,
   type MicrosoftGraphTraversalState,
@@ -79,6 +81,19 @@ function parseMaxFiles(value: unknown): number {
   )
 }
 
+/**
+ * The error a failed Graph listing request throws. Graph reports a folder the
+ * caller cannot reach as 404 (`itemNotFound`) or 403 (`accessDenied`); either
+ * is a complete listing of nothing for that caller, while anything else is a
+ * fault the sync engines retry.
+ */
+function graphListingError(message: string, status: number): Error {
+  const described = `${message}: ${status}`
+  return status === 403 || status === 404
+    ? new ConnectorListingScopeUnavailableError(described, status)
+    : new Error(described)
+}
+
 interface OneDriveItem {
   id: string
   name: string
@@ -218,6 +233,8 @@ function decodeCursor(cursor: string): OneDriveTraversalState {
 export const onedriveConnector: ConnectorConfig = {
   ...onedriveConnectorMeta,
 
+  isListingScopeUnavailableError: isListingScopeUnavailableError,
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
@@ -263,7 +280,7 @@ export const onedriveConnector: ConnectorConfig = {
           status: response.status,
           error: errorText,
         })
-        throw new Error(`Failed to list OneDrive files: ${response.status}`)
+        throw graphListingError('Failed to list OneDrive files', response.status)
       }
 
       const data = parseMicrosoftGraphDriveItemList(await response.json(), 'OneDrive')
diff --git a/apps/sim/connectors/outlook/meta.ts b/apps/sim/connectors/outlook/meta.ts
index 379961692d5..96273c90d49 100644
--- a/apps/sim/connectors/outlook/meta.ts
+++ b/apps/sim/connectors/outlook/meta.ts
@@ -16,6 +16,7 @@ export const outlookConnectorMeta: ConnectorMeta = {
     requiredScopes: ['Mail.Read'],
   },
 
+  permissionScopedListing: { capFieldIds: ['maxConversations'] },
   configFields: [
     {
       id: 'folderSelector',
diff --git a/apps/sim/connectors/outlook/outlook.test.ts b/apps/sim/connectors/outlook/outlook.test.ts
index e2258c5c433..e33c2fa1e26 100644
--- a/apps/sim/connectors/outlook/outlook.test.ts
+++ b/apps/sim/connectors/outlook/outlook.test.ts
@@ -470,3 +470,91 @@ describe('getDocument folder exclusion', () => {
     expect(folderCalls).toHaveLength(2)
   })
 })
+
+describe('listDocuments conversation cap', () => {
+  function inboxMessagesRoute(count: number): [RegExp, () => Response] {
+    return [
+      /\/me\/mailFolders\/inbox\/messages\?/,
+      () =>
+        jsonResponse({
+          value: Array.from({ length: count }, (_, index) =>
+            message({ id: `m${index}`, conversationId: `conv-${index}`, parentFolderId: INBOX_ID })
+          ),
+        }),
+    ]
+  }
+
+  it('caps the listing at maxConversations and flags it capped', async () => {
+    routeFetch([inboxMessagesRoute(3)])
+
+    const syncContext: Record<string, unknown> = {}
+    const result = await outlookConnector.listDocuments(
+      'token',
+      { folder: 'inbox', maxConversations: '2' },
+      undefined,
+      syncContext
+    )
+
+    expect(result.documents).toHaveLength(2)
+    expect(syncContext.listingCapped).toBe(true)
+  })
+
+  it('lists every conversation when the cap is 0', async () => {
+    routeFetch([inboxMessagesRoute(3)])
+
+    const syncContext: Record<string, unknown> = {}
+    const result = await outlookConnector.listDocuments(
+      'token',
+      { folder: 'inbox', maxConversations: 0 },
+      undefined,
+      syncContext
+    )
+
+    expect(result.documents).toHaveLength(3)
+    expect(syncContext.listingCapped).toBeUndefined()
+  })
+
+  it('reads a folder Graph cannot find as a scope the caller cannot reach', async () => {
+    routeFetch([[/\/me\/mailFolders\/.*\/messages\?/, () => jsonResponse({}, { status: 404 })]])
+
+    const error = await outlookConnector
+      .listDocuments('token', { folder: 'missing-folder-id' })
+      .catch((e: unknown) => e)
+
+    expect(error).toBeInstanceOf(Error)
+    expect(outlookConnector.isListingScopeUnavailableError!(error)).toBe(true)
+  })
+
+  it('keeps any other listing failure retryable', async () => {
+    routeFetch([[/\/me\/mailFolders\/inbox\/messages\?/, () => jsonResponse({}, { status: 500 })]])
+
+    const error = await outlookConnector
+      .listDocuments('token', { folder: 'inbox' })
+      .catch((e: unknown) => e)
+
+    expect(error).toBeInstanceOf(Error)
+    expect(outlookConnector.isListingScopeUnavailableError!(error)).toBe(false)
+  })
+})
+
+describe('validateConfig conversation cap', () => {
+  it('accepts 0 as unlimited', async () => {
+    routeFetch([[/\/me\/mailFolders\/inbox\/messages\?/, () => jsonResponse({ value: [] })]])
+
+    await expect(
+      outlookConnector.validateConfig!('token', { folder: 'inbox', maxConversations: 0 })
+    ).resolves.toEqual({ valid: true })
+  })
+
+  it('rejects a fractional cap without calling Graph', async () => {
+    routeFetch([])
+
+    await expect(
+      outlookConnector.validateConfig!('token', { folder: 'inbox', maxConversations: '1.5' })
+    ).resolves.toEqual({
+      valid: false,
+      error: 'Max conversations must be a positive safe integer, or 0 for unlimited',
+    })
+    expect(fetchMock).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/connectors/outlook/outlook.ts b/apps/sim/connectors/outlook/outlook.ts
index 25661fb0cda..344a311e364 100644
--- a/apps/sim/connectors/outlook/outlook.ts
+++ b/apps/sim/connectors/outlook/outlook.ts
@@ -3,7 +3,13 @@ import { getErrorMessage, toError } from '@sim/utils/errors'
 import { fetchWithRetry, VALIDATE_RETRY_OPTIONS } from '@/lib/knowledge/documents/utils'
 import { DEFAULT_MAX_CONVERSATIONS, outlookConnectorMeta } from '@/connectors/outlook/meta'
 import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/connectors/types'
-import { htmlToPlainText, parseTagDate } from '@/connectors/utils'
+import {
+  htmlToPlainText,
+  isListingScopeUnavailableError,
+  listingRequestError,
+  parseOptionalUnlimitedSafeInteger,
+  parseTagDate,
+} from '@/connectors/utils'
 
 const logger = createLogger('OutlookConnector')
 
@@ -602,19 +608,30 @@ function formatConversation(
   }
 }
 
+/**
+ * The conversation cap. A blank field keeps the default; 0 lifts the cap so a
+ * per-member listing is complete.
+ */
+function parseMaxConversations(value: unknown): number {
+  if (value === undefined || value === null || value === '') return DEFAULT_MAX_CONVERSATIONS
+  return parseOptionalUnlimitedSafeInteger(
+    value,
+    'Max conversations must be a positive safe integer, or 0 for unlimited'
+  )
+}
+
 export const outlookConnector: ConnectorConfig = {
   ...outlookConnectorMeta,
 
+  isListingScopeUnavailableError: isListingScopeUnavailableError,
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
     cursor?: string,
     syncContext?: Record<string, unknown>
   ): Promise<ExternalDocumentList> => {
-    /** `validateConfig` rejects a non-positive value, so anything else here is drift. */
-    const parsedMax = Number(sourceConfig.maxConversations)
-    const maxConversations =
-      Number.isFinite(parsedMax) && parsedMax > 0 ? parsedMax : DEFAULT_MAX_CONVERSATIONS
+    const maxConversations = parseMaxConversations(sourceConfig.maxConversations)
 
     // Initialize accumulator in syncContext
     if (syncContext && !syncContext._conversations) {
@@ -648,7 +665,7 @@ export const outlookConnector: ConnectorConfig = {
           status: response.status,
           error: errorText,
         })
-        throw new Error(`Failed to fetch Outlook messages: ${response.status}`)
+        throw listingRequestError('Failed to fetch Outlook messages', response.status)
       }
 
       const data = await response.json()
@@ -749,11 +766,12 @@ export const outlookConnector: ConnectorConfig = {
     })
 
     /**
-     * Limit to `maxConversations`. Dropping the overflow makes the listing an
-     * incomplete view of the mailbox, so it is flagged as capped — otherwise
-     * reconciliation would hard-delete every conversation past the cap.
+     * Limit to `maxConversations` when one is set. Dropping the overflow makes
+     * the listing an incomplete view of the mailbox, so it is flagged as capped —
+     * otherwise reconciliation would hard-delete every conversation past the cap.
      */
-    const limited = conversationEntries.slice(0, maxConversations)
+    const limited =
+      maxConversations > 0 ? conversationEntries.slice(0, maxConversations) : conversationEntries
     if (conversationEntries.length > limited.length && syncContext) {
       syncContext.listingCapped = true
     }
@@ -911,13 +929,10 @@ export const outlookConnector: ConnectorConfig = {
     accessToken: string,
     sourceConfig: Record<string, unknown>
   ): Promise<{ valid: boolean; error?: string }> => {
-    const maxConversations = sourceConfig.maxConversations as string | undefined
-
-    if (
-      maxConversations &&
-      (Number.isNaN(Number(maxConversations)) || Number(maxConversations) <= 0)
-    ) {
-      return { valid: false, error: 'Max conversations must be a positive number' }
+    try {
+      parseMaxConversations(sourceConfig.maxConversations)
+    } catch (error) {
+      return { valid: false, error: toError(error).message }
     }
 
     try {
diff --git a/apps/sim/connectors/permission-scoped-listing.test.ts b/apps/sim/connectors/permission-scoped-listing.test.ts
index 57546cfe067..900b07faa96 100644
--- a/apps/sim/connectors/permission-scoped-listing.test.ts
+++ b/apps/sim/connectors/permission-scoped-listing.test.ts
@@ -38,8 +38,13 @@ describe('permission-scoped connector listings', () => {
       'jira',
       'jsm',
       'linear',
+      'microsoft_excel',
+      'microsoft_teams',
       'monday',
+      'onedrive',
+      'outlook',
       'salesforce',
+      'sharepoint',
       'zoom',
     ])
   })
diff --git a/apps/sim/connectors/sharepoint/meta.ts b/apps/sim/connectors/sharepoint/meta.ts
index 38dbff4e259..ee9d0baee1d 100644
--- a/apps/sim/connectors/sharepoint/meta.ts
+++ b/apps/sim/connectors/sharepoint/meta.ts
@@ -10,6 +10,7 @@ export const sharepointConnectorMeta: ConnectorMeta = {
 
   auth: { mode: 'oauth', provider: 'sharepoint', requiredScopes: ['Sites.Read.All'] },
 
+  permissionScopedListing: { capFieldIds: ['maxFiles'] },
   configFields: [
     {
       id: 'siteUrl',
diff --git a/apps/sim/connectors/sharepoint/sharepoint.test.ts b/apps/sim/connectors/sharepoint/sharepoint.test.ts
index 7871174bdf9..12b885ced96 100644
--- a/apps/sim/connectors/sharepoint/sharepoint.test.ts
+++ b/apps/sim/connectors/sharepoint/sharepoint.test.ts
@@ -801,3 +801,44 @@ describe('normalizeSegment', () => {
     expect(normalizeSegment('Reports')).toBe('reports')
   })
 })
+
+describe('listing scope', () => {
+  it.each([403, 404])(
+    'reads a %s on the configured site as a scope the caller cannot reach',
+    async (status) => {
+      mockGraph({ [`${GRAPH}/sites/${SITE_URL}`]: { status, body: {} } })
+
+      const error = await sharepointConnector
+        .listDocuments('token', { siteUrl: SITE_URL })
+        .catch((e: unknown) => e)
+
+      expect(error).toBeInstanceOf(Error)
+      expect(sharepointConnector.isListingScopeUnavailableError!(error)).toBe(true)
+    }
+  )
+
+  it('reads a folder Graph will not show the caller as a scope they cannot reach', async () => {
+    mockGraph({
+      ...defaultDriveRoute,
+      ...sitesDrivesRoute,
+      ...rootChildren(DEFAULT_DRIVE_ID, [folder('a', 'Archive')]),
+    })
+
+    const error = await resolve('Reports').catch((e: unknown) => e)
+
+    expect(error).toBeInstanceOf(Error)
+    expect(String(error)).toMatch(/Folder not found: "Reports"/)
+    expect(sharepointConnector.isListingScopeUnavailableError!(error)).toBe(true)
+  })
+
+  it('keeps any other failure retryable', async () => {
+    mockGraph({ [`${GRAPH}/sites/${SITE_URL}`]: { status: 500, body: {} } })
+
+    const error = await sharepointConnector
+      .listDocuments('token', { siteUrl: SITE_URL })
+      .catch((e: unknown) => e)
+
+    expect(error).toBeInstanceOf(Error)
+    expect(sharepointConnector.isListingScopeUnavailableError!(error)).toBe(false)
+  })
+})
diff --git a/apps/sim/connectors/sharepoint/sharepoint.ts b/apps/sim/connectors/sharepoint/sharepoint.ts
index 043fe0d5cf9..2accd1caf4a 100644
--- a/apps/sim/connectors/sharepoint/sharepoint.ts
+++ b/apps/sim/connectors/sharepoint/sharepoint.ts
@@ -13,12 +13,14 @@ import {
   assertMicrosoftGraphNextLink,
   CONNECTOR_MAX_FILE_BYTES,
   ConnectorFileTooLargeError,
+  ConnectorListingScopeUnavailableError,
   connectorFileExtension,
   decodeMicrosoftGraphTraversalCursor,
   encodeMicrosoftGraphTraversalCursor,
   extractConnectorText,
   hasIndexablePayload,
   isIndexableConnectorFile,
+  isListingScopeUnavailableError,
   isMicrosoftGraphDriveItem,
   isSkippedDocument,
   type MicrosoftGraphTraversalState,
@@ -74,6 +76,19 @@ function parseMaxFiles(value: unknown): number {
   )
 }
 
+/**
+ * The error a failed Graph request for the configured site, library, or folder
+ * throws. Graph reports a scope the caller cannot reach as 404 (`itemNotFound`)
+ * or 403 (`accessDenied`); either is a complete listing of nothing for that
+ * caller, while anything else is a fault the sync engines retry.
+ */
+function graphListingError(message: string, status: number, detail?: string): Error {
+  const described = detail ? `${message}: ${status} – ${detail}` : `${message}: ${status}`
+  return status === 403 || status === 404
+    ? new ConnectorListingScopeUnavailableError(described, status)
+    : new Error(described)
+}
+
 /** Microsoft Graph drive item shape (subset of fields we use). */
 interface DriveItem {
   id: string
@@ -216,8 +231,10 @@ async function resolveSiteId(
 
   if (!response.ok) {
     const errorText = await readBoundedHttpErrorBody(response)
-    throw new Error(
-      `Failed to resolve SharePoint site "${siteUrl}": ${response.status} – ${errorText}`
+    throw graphListingError(
+      `Failed to resolve SharePoint site "${siteUrl}"`,
+      response.status,
+      errorText
     )
   }
 
@@ -323,7 +340,7 @@ async function listFolderItems(
 
   if (!response.ok) {
     const errorText = await readBoundedHttpErrorBody(response)
-    throw new Error(`Failed to list folder items: ${response.status} – ${errorText}`)
+    throw graphListingError('Failed to list folder items', response.status, errorText)
   }
 
   const data = parseMicrosoftGraphDriveItemList(await response.json(), 'SharePoint')
@@ -403,7 +420,7 @@ async function getItemByPath(
 
   if (response.status === 404) return null
   if (!response.ok) {
-    throw new Error(`Failed to resolve folder path: ${response.status}`)
+    throw graphListingError('Failed to resolve folder path', response.status)
   }
 
   return (await response.json()) as DriveItem
@@ -427,7 +444,7 @@ async function listChildFolders(
     const response = await graphGet(url, accessToken, retryOptions)
     if (!response.ok) {
       const errorText = await readBoundedHttpErrorBody(response)
-      throw new Error(`Failed to list folder contents: ${response.status} – ${errorText}`)
+      throw graphListingError('Failed to list folder contents', response.status, errorText)
     }
 
     const rawData: unknown = await response.json()
@@ -564,8 +581,9 @@ export async function resolveFolderTarget(
     retryOptions
   )
   if (!defaultDriveResponse.ok) {
-    throw new Error(
-      `Failed to open the default document library for site "${siteUrl}": ${defaultDriveResponse.status}`
+    throw graphListingError(
+      `Failed to open the default document library for site "${siteUrl}"`,
+      defaultDriveResponse.status
     )
   }
   const defaultDrive = (await defaultDriveResponse.json()) as Drive
@@ -648,7 +666,8 @@ export async function resolveFolderTarget(
     ? { id: libraryMatch.id, name: libraryMatch.name || segments[0] }
     : { id: defaultDrive.id, name: defaultDriveName }
 
-  throw new Error(
+  /** A folder Graph will not show this caller is, for them, a scope of nothing. */
+  throw new ConnectorListingScopeUnavailableError(
     await buildFolderNotFoundMessage(
       accessToken,
       reportDrive,
@@ -658,7 +677,8 @@ export async function resolveFolderTarget(
       drives,
       reportDrive.id === defaultDrive.id,
       retryOptions
-    )
+    ),
+    404
   )
 }
 
@@ -675,8 +695,10 @@ async function listSiteDrives(
     const response = await graphGet(url, accessToken, retryOptions)
     if (!response.ok) {
       const errorText = await readBoundedHttpErrorBody(response)
-      throw new Error(
-        `Failed to list SharePoint document libraries: ${response.status} – ${errorText}`
+      throw graphListingError(
+        'Failed to list SharePoint document libraries',
+        response.status,
+        errorText
       )
     }
     const data = parseDriveListResponse(await response.json())
@@ -784,6 +806,8 @@ function decodeCursor(cursor: string): PaginationState {
 export const sharepointConnector: ConnectorConfig = {
   ...sharepointConnectorMeta,
 
+  isListingScopeUnavailableError: isListingScopeUnavailableError,
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
diff --git a/apps/sim/lib/auth/connectors/managed-oauth.test.ts b/apps/sim/lib/auth/connectors/managed-oauth.test.ts
index 6987f1498cb..c8053e6cd29 100644
--- a/apps/sim/lib/auth/connectors/managed-oauth.test.ts
+++ b/apps/sim/lib/auth/connectors/managed-oauth.test.ts
@@ -1,7 +1,8 @@
 /**
  * @vitest-environment node
  */
-import { afterEach, describe, expect, it, vi } from 'vitest'
+import { exportJWK, generateKeyPair, SignJWT } from 'jose'
+import { afterEach, beforeAll, describe, expect, it, vi } from 'vitest'
 import {
   createAtlassianManagedOAuthConnector,
   getManagedOAuthConnectorPolicy,
@@ -395,3 +396,225 @@ describe('userinfo-backed managed OAuth connectors', () => {
     expect(identity.grantedScopes).toEqual(['data.records:read'])
   })
 })
+
+describe('Microsoft managed OAuth connector', () => {
+  const CLIENT_ID = 'client-1'
+  const TENANT_ID = 'tenant-1'
+  const MICROSOFT_PROVIDER_IDS = [
+    'microsoft-teams',
+    'outlook',
+    'onedrive',
+    'sharepoint',
+    'microsoft-excel',
+  ]
+  let privateKey: CryptoKey
+  let jwks: { keys: unknown[] }
+
+  beforeAll(async () => {
+    const pair = await generateKeyPair('RS256', { extractable: true })
+    privateKey = pair.privateKey
+    jwks = {
+      keys: [{ ...(await exportJWK(pair.publicKey)), kid: 'kid-1', use: 'sig', alg: 'RS256' }],
+    }
+  })
+
+  afterEach(() => {
+    vi.unstubAllGlobals()
+  })
+
+  function json(body: unknown): Response {
+    return new Response(JSON.stringify(body), {
+      status: 200,
+      headers: { 'Content-Type': 'application/json' },
+    })
+  }
+
+  async function signIdToken(
+    claims: Record<string, unknown>,
+    audience: string = CLIENT_ID
+  ): Promise<string> {
+    return new SignJWT({
+      oid: 'oid-1',
+      tid: TENANT_ID,
+      sub: 'pairwise-1',
+      email: 'person@example.com',
+      name: 'Person',
+      nonce: 'nonce-1',
+      ...claims,
+    })
+      .setProtectedHeader({ alg: 'RS256', kid: 'kid-1' })
+      .setIssuer(`https://login.microsoftonline.com/${TENANT_ID}/v2.0`)
+      .setAudience(audience)
+      .setIssuedAt()
+      .setExpirationTime('5m')
+      .sign(privateKey)
+  }
+
+  function stubMicrosoft(userInfoSubject = 'pairwise-1'): ReturnType<typeof vi.fn> {
+    const fetchMock = vi.fn(async (input: string | URL | Request) => {
+      const url = String(input)
+      if (url.startsWith('https://login.microsoftonline.com/common/discovery/v2.0/keys')) {
+        return json(jwks)
+      }
+      if (url === 'https://graph.microsoft.com/oidc/userinfo') return json({ sub: userInfoSubject })
+      throw new Error(`Unexpected fetch: ${url}`)
+    })
+    vi.stubGlobal('fetch', fetchMock)
+    return fetchMock
+  }
+
+  function policyFor(providerId: string) {
+    const policy = getManagedOAuthConnectorPolicy(providerId)
+    if (!policy) throw new Error(`No managed OAuth policy registered for ${providerId}`)
+    return policy
+  }
+
+  it('governs every Microsoft provider through one app registration', () => {
+    const appIds = new Set(
+      MICROSOFT_PROVIDER_IDS.map((providerId) => {
+        const policy = policyFor(providerId)
+        expect(policy).toMatchObject({
+          requiresRefreshToken: true,
+          pkce: true,
+          nonceVerification: 'id_token',
+          includeLoginHint: true,
+          prompt: 'select_account',
+        })
+        return policy.getAuthorizationAppId(CLIENT_ID)
+      })
+    )
+    expect(appIds.size).toBe(1)
+    expect([...appIds][0]).toMatch(/^microsoft:[0-9a-f]{64}$/)
+    expect(getManagedOAuthConnectorPolicy('microsoft-word')).toBeUndefined()
+  })
+
+  it('verifies the id token, binds the access token to it, and reports what Entra proves', async () => {
+    const fetchMock = stubMicrosoft()
+
+    const identity = await policyFor('onedrive').verifyIdentity({
+      tokens: {
+        tokenType: 'Bearer',
+        accessToken: 'access-1',
+        refreshToken: 'refresh-1',
+        idToken: await signIdToken({}),
+        scopes: ['Files.Read', 'User.Read'],
+      },
+      clientId: CLIENT_ID,
+    })
+
+    expect(identity).toMatchObject({
+      providerSubjectId: 'oid-1',
+      providerTenantId: TENANT_ID,
+      email: 'person@example.com',
+      emailVerified: false,
+      displayName: 'Person',
+      nonce: 'nonce-1',
+    })
+    expect([...identity.grantedScopes].sort()).toEqual(
+      ['Files.Read', 'User.Read', 'email', 'offline_access', 'openid', 'profile'].sort()
+    )
+    expect(fetchMock).toHaveBeenCalledWith(
+      'https://graph.microsoft.com/oidc/userinfo',
+      expect.objectContaining({
+        headers: expect.objectContaining({ Authorization: 'Bearer access-1' }),
+      })
+    )
+  })
+
+  it.each([
+    ['xms_edov', { xms_edov: true }],
+    ['email_verified', { email_verified: true }],
+  ])('counts the email verified when Entra asserts it through %s', async (_claim, claims) => {
+    stubMicrosoft()
+
+    const identity = await policyFor('outlook').verifyIdentity({
+      tokens: { tokenType: 'Bearer', accessToken: 'access-1', idToken: await signIdToken(claims) },
+      clientId: CLIENT_ID,
+    })
+
+    expect(identity.emailVerified).toBe(true)
+  })
+
+  it('does not count offline access as granted without a refresh token', async () => {
+    stubMicrosoft()
+
+    const identity = await policyFor('sharepoint').verifyIdentity({
+      tokens: { tokenType: 'Bearer', accessToken: 'access-1', idToken: await signIdToken({}) },
+      clientId: CLIENT_ID,
+    })
+
+    expect(identity.grantedScopes).not.toContain('offline_access')
+  })
+
+  it('rejects an access token that resolves to another subject', async () => {
+    stubMicrosoft('pairwise-2')
+
+    await expect(
+      policyFor('microsoft-teams').verifyIdentity({
+        tokens: { tokenType: 'Bearer', accessToken: 'access-1', idToken: await signIdToken({}) },
+        clientId: CLIENT_ID,
+      })
+    ).rejects.toThrow('Microsoft returned an access token for another identity')
+  })
+
+  it('rejects an id token issued for another client', async () => {
+    stubMicrosoft()
+
+    await expect(
+      policyFor('microsoft-excel').verifyIdentity({
+        tokens: {
+          tokenType: 'Bearer',
+          accessToken: 'access-1',
+          idToken: await signIdToken({}, 'client-2'),
+        },
+        clientId: CLIENT_ID,
+      })
+    ).rejects.toThrow()
+  })
+
+  it.each([
+    ['object id', { oid: undefined }],
+    ['tenant id', { tid: undefined }],
+    ['issuer of its own tenant', { tid: 'tenant-2' }],
+  ])('rejects an id token without the %s', async (_label, claims) => {
+    stubMicrosoft()
+
+    await expect(
+      policyFor('onedrive').verifyIdentity({
+        tokens: {
+          tokenType: 'Bearer',
+          accessToken: 'access-1',
+          idToken: await signIdToken(claims),
+        },
+        clientId: CLIENT_ID,
+      })
+    ).rejects.toThrow('Microsoft returned an invalid identity token')
+  })
+
+  it('rejects an id token that names no email to bind the invitation to', async () => {
+    stubMicrosoft()
+
+    await expect(
+      policyFor('onedrive').verifyIdentity({
+        tokens: {
+          tokenType: 'Bearer',
+          accessToken: 'access-1',
+          idToken: await signIdToken({ email: undefined }),
+        },
+        clientId: CLIENT_ID,
+      })
+    ).rejects.toThrow('Microsoft returned an identity token without an email')
+  })
+
+  it('compares scopes by name regardless of case or resource prefix', () => {
+    const policy = policyFor('onedrive')
+
+    expect(
+      policy.hasRequiredScopes(
+        ['https://graph.microsoft.com/Files.Read', 'MAIL.READ', 'offline_access'],
+        ['files.read', 'Mail.Read']
+      )
+    ).toBe(true)
+    expect(policy.hasRequiredScopes(['Files.Read'], ['Files.ReadWrite'])).toBe(false)
+  })
+})
diff --git a/apps/sim/lib/auth/connectors/managed-oauth.ts b/apps/sim/lib/auth/connectors/managed-oauth.ts
index 8b2f28aba33..79083fe5278 100644
--- a/apps/sim/lib/auth/connectors/managed-oauth.ts
+++ b/apps/sim/lib/auth/connectors/managed-oauth.ts
@@ -3,9 +3,11 @@ import { isRecordLike } from '@sim/utils/object'
 import type { OAuth2Tokens } from 'better-auth/oauth2'
 import type { GenericOAuthConfig } from 'better-auth/plugins'
 import { OAuth2Client, type TokenPayload } from 'google-auth-library'
+import { createRemoteJWKSet, type JWTPayload, jwtVerify } from 'jose'
 import { buildConnectorProviders } from '@/lib/auth/connectors/providers'
 import { readResponseJsonWithLimit } from '@/lib/core/utils/stream-limits'
 import { getDocusignOAuthUrl } from '@/lib/oauth/docusign'
+import { deriveMicrosoftEmailVerified, mapMicrosoftProfileToUser } from '@/lib/oauth/microsoft'
 import { SALESFORCE_LOGIN_HOSTS } from '@/lib/oauth/salesforce'
 import { isTerminalRefreshError } from '@/lib/oauth/terminal-errors'
 import { getCanonicalScopesForProvider } from '@/lib/oauth/utils'
@@ -21,6 +23,19 @@ const GMAIL_LABELS_SCOPE = 'https://www.googleapis.com/auth/gmail.labels'
 const ATLASSIAN_USER_INFO_URL = 'https://api.atlassian.com/me'
 const ATLASSIAN_USER_INFO_MAX_BYTES = 256 * 1024
 const ATLASSIAN_USER_INFO_TIMEOUT_MS = 10_000
+const MICROSOFT_JWKS_URL = 'https://login.microsoftonline.com/common/discovery/v2.0/keys'
+const MICROSOFT_OIDC_USER_INFO_URL = 'https://graph.microsoft.com/oidc/userinfo'
+const MICROSOFT_OIDC_USER_INFO_MAX_BYTES = 256 * 1024
+const MICROSOFT_OIDC_USER_INFO_TIMEOUT_MS = 10_000
+const MICROSOFT_GRAPH_SCOPE_PREFIX = 'https://graph.microsoft.com/'
+/** The Microsoft providers whose accounts a Credential Group can collect per person. */
+const MICROSOFT_MANAGED_OAUTH_PROVIDER_IDS = new Set([
+  'microsoft-teams',
+  'outlook',
+  'onedrive',
+  'sharepoint',
+  'microsoft-excel',
+])
 
 type AtlassianManagedOAuthProviderId = 'confluence' | 'jira'
 
@@ -227,6 +242,160 @@ export function createAtlassianManagedOAuthConnector(
   }
 }
 
+let microsoftJwks: ReturnType<typeof createRemoteJWKSet> | undefined
+
+/** The signing keys of the multi-tenant Microsoft identity platform, cached across verifications. */
+function getMicrosoftJwks(): ReturnType<typeof createRemoteJWKSet> {
+  microsoftJwks ??= createRemoteJWKSet(new URL(MICROSOFT_JWKS_URL))
+  return microsoftJwks
+}
+
+/**
+ * Graph delegated scopes compare by name regardless of case, and a token response may spell
+ * one as its resource-qualified form.
+ */
+function canonicalMicrosoftScope(scope: string): string {
+  const unqualified = scope.startsWith(MICROSOFT_GRAPH_SCOPE_PREFIX)
+    ? scope.slice(MICROSOFT_GRAPH_SCOPE_PREFIX.length)
+    : scope
+  return unqualified.toLowerCase()
+}
+
+interface MicrosoftIdentityClaims {
+  oid: string
+  tid: string
+  sub: string
+  email: string
+  name?: string
+  nonce?: string
+  claims: Record<string, unknown>
+}
+
+/**
+ * Reads the claims a verified Microsoft id_token must carry to bind an enrollment. `oid` and
+ * `tid` identify the person and their tenant stably across every Microsoft app; `sub` is the
+ * app-pairwise subject the OIDC userinfo endpoint echoes back. The issuer is checked against the
+ * token's own tenant because the multi-tenant `/common` authority signs for every tenant.
+ */
+function requireMicrosoftIdentityClaims(payload: JWTPayload): MicrosoftIdentityClaims {
+  const claims: Record<string, unknown> = { ...payload }
+  const { oid, tid, sub, iss, name, nonce } = claims
+  if (
+    typeof oid !== 'string' ||
+    !oid ||
+    typeof tid !== 'string' ||
+    !tid ||
+    typeof sub !== 'string' ||
+    !sub ||
+    iss !== `https://login.microsoftonline.com/${tid}/v2.0`
+  ) {
+    throw new Error('Microsoft returned an invalid identity token')
+  }
+  const email = [claims.email, claims.preferred_username, claims.upn].find(
+    (value): value is string => typeof value === 'string' && value.trim().length > 0
+  )
+  if (!email) {
+    throw new Error('Microsoft returned an identity token without an email')
+  }
+  return {
+    oid,
+    tid,
+    sub,
+    email,
+    ...(typeof name === 'string' && name.trim() ? { name } : {}),
+    ...(typeof nonce === 'string' && nonce ? { nonce } : {}),
+    claims,
+  }
+}
+
+/**
+ * The subject the access token resolves to at Microsoft's OIDC userinfo endpoint. It needs only
+ * the `openid` grant, so unlike Graph `/me` it does not fail for a tenant whose administrator has
+ * not consented to Graph.
+ */
+async function fetchMicrosoftAccessTokenSubject(accessToken: string): Promise<string> {
+  const response = await fetch(MICROSOFT_OIDC_USER_INFO_URL, {
+    headers: { Accept: 'application/json', Authorization: `Bearer ${accessToken}` },
+    signal: AbortSignal.timeout(MICROSOFT_OIDC_USER_INFO_TIMEOUT_MS),
+  })
+  const profile = await readResponseJsonWithLimit<unknown>(response, {
+    maxBytes: MICROSOFT_OIDC_USER_INFO_MAX_BYTES,
+    label: 'Microsoft user identity response',
+  })
+  if (!response.ok) {
+    throw new Error(`Microsoft user identity request failed with HTTP ${response.status}`)
+  }
+  if (!isRecordLike(profile) || typeof profile.sub !== 'string' || !profile.sub) {
+    throw new Error('Microsoft returned an invalid user identity')
+  }
+  return profile.sub
+}
+
+/**
+ * Managed enrollment policy for the providers that share Sim's Microsoft app registration.
+ *
+ * Identity comes from the id_token, verified against the identity platform's published keys and
+ * bound to the access token through the OIDC userinfo subject, the way the Google policy binds
+ * through tokeninfo. Microsoft never asserts `email_verified` for a work account, so the email
+ * counts as proven only through the claims Entra does vouch for: the verified-email claims, or
+ * `xms_edov` asserting the domain belongs to the account's own tenant.
+ */
+export function createMicrosoftManagedOAuthConnector(
+  providerId: string
+): ManagedOAuthConnectorConfig {
+  return {
+    additionalScopes: [],
+    requiresRefreshToken: true,
+    pkce: true,
+    nonceVerification: 'id_token',
+    includeLoginHint: true,
+    prompt: 'select_account',
+    getAuthorizationAppId(clientId) {
+      return `microsoft:${createHash('sha256').update(clientId).digest('hex')}`
+    },
+    async verifyIdentity({ tokens, clientId }) {
+      if (!tokens.idToken || !tokens.accessToken) {
+        throw new Error(`Microsoft ${providerId} returned an incomplete authorization`)
+      }
+      const { payload } = await jwtVerify(tokens.idToken, getMicrosoftJwks(), {
+        audience: clientId,
+      })
+      const identity = requireMicrosoftIdentityClaims(payload)
+      const accessTokenSubject = await fetchMicrosoftAccessTokenSubject(tokens.accessToken)
+      if (accessTokenSubject !== identity.sub) {
+        throw new Error('Microsoft returned an access token for another identity')
+      }
+      /**
+       * The token response's `scope` is not guaranteed to echo the OIDC scopes or
+       * `offline_access`, so each is counted only when the response itself proves the grant: an
+       * id_token for `openid`, its `name` and `email` claims for `profile` and `email`, and a
+       * refresh token for `offline_access`.
+       */
+      const grantedScopes = new Set(tokens.scopes ?? [])
+      grantedScopes.add('openid')
+      if (identity.name) grantedScopes.add('profile')
+      if (typeof identity.claims.email === 'string') grantedScopes.add('email')
+      if (tokens.refreshToken) grantedScopes.add('offline_access')
+      return {
+        providerSubjectId: identity.oid,
+        providerTenantId: identity.tid,
+        email: identity.email,
+        emailVerified:
+          deriveMicrosoftEmailVerified(identity.claims, identity.email) ||
+          mapMicrosoftProfileToUser(identity.claims).emailVerified === true,
+        ...(identity.name ? { displayName: identity.name } : {}),
+        ...(identity.nonce ? { nonce: identity.nonce } : {}),
+        grantedScopes: [...grantedScopes],
+      }
+    },
+    hasRequiredScopes(grantedScopes, requiredScopes) {
+      const granted = new Set(grantedScopes.map(canonicalMicrosoftScope))
+      return requiredScopes.every((scope) => granted.has(canonicalMicrosoftScope(scope)))
+    },
+    isTerminalRefreshError,
+  }
+}
+
 const USER_INFO_TIMEOUT_MS = 10_000
 const USER_INFO_MAX_BYTES = 256 * 1024
 
@@ -1043,6 +1212,9 @@ function resolveManagedOAuthPolicy(
   if (providerId === 'confluence' || providerId === 'jira') {
     return () => createAtlassianManagedOAuthConnector(providerId)
   }
+  if (MICROSOFT_MANAGED_OAUTH_PROVIDER_IDS.has(providerId)) {
+    return () => createMicrosoftManagedOAuthConnector(providerId)
+  }
   return USER_INFO_MANAGED_OAUTH_CONNECTORS.get(providerId)
 }
 
diff --git a/apps/sim/lib/credential-groups/provider-registry.ts b/apps/sim/lib/credential-groups/provider-registry.ts
index 9fc55743e94..2632228febf 100644
--- a/apps/sim/lib/credential-groups/provider-registry.ts
+++ b/apps/sim/lib/credential-groups/provider-registry.ts
@@ -15,6 +15,11 @@ const CREDENTIAL_GROUP_PROVIDER_ADAPTERS: Record<
   'google-drive': createStandardOAuthCredentialGroupProviderAdapter('google-drive'),
   'google-docs': createStandardOAuthCredentialGroupProviderAdapter('google-docs'),
   'google-forms': createStandardOAuthCredentialGroupProviderAdapter('google-forms'),
+  'microsoft-teams': createStandardOAuthCredentialGroupProviderAdapter('microsoft-teams'),
+  outlook: createStandardOAuthCredentialGroupProviderAdapter('outlook'),
+  onedrive: createStandardOAuthCredentialGroupProviderAdapter('onedrive'),
+  sharepoint: createStandardOAuthCredentialGroupProviderAdapter('sharepoint'),
+  'microsoft-excel': createStandardOAuthCredentialGroupProviderAdapter('microsoft-excel'),
   confluence: createStandardOAuthCredentialGroupProviderAdapter('confluence'),
   jira: createStandardOAuthCredentialGroupProviderAdapter('jira'),
   airtable: createStandardOAuthCredentialGroupProviderAdapter('airtable'),
diff --git a/apps/sim/lib/credential-groups/providers.ts b/apps/sim/lib/credential-groups/providers.ts
index e56f4d8dbd8..1b799497f3c 100644
--- a/apps/sim/lib/credential-groups/providers.ts
+++ b/apps/sim/lib/credential-groups/providers.ts
@@ -7,6 +7,11 @@ export const CREDENTIAL_GROUP_STANDARD_OAUTH_PROVIDER_IDS = [
   'google-drive',
   'google-docs',
   'google-forms',
+  'microsoft-teams',
+  'outlook',
+  'onedrive',
+  'sharepoint',
+  'microsoft-excel',
   'confluence',
   'jira',
   'airtable',
@@ -73,6 +78,31 @@ const CREDENTIAL_GROUP_PROVIDER_SUPPORT: Record<
     description: 'Let each person connect one Google Forms account',
     configuration: 'oauth',
   },
+  'microsoft-teams': {
+    serviceId: 'microsoft-teams',
+    description: 'Let each person connect one Microsoft Teams account',
+    configuration: 'oauth',
+  },
+  outlook: {
+    serviceId: 'outlook',
+    description: 'Let each person connect one Outlook account',
+    configuration: 'oauth',
+  },
+  onedrive: {
+    serviceId: 'onedrive',
+    description: 'Let each person connect one OneDrive account',
+    configuration: 'oauth',
+  },
+  sharepoint: {
+    serviceId: 'sharepoint',
+    description: 'Let each person connect one SharePoint account',
+    configuration: 'oauth',
+  },
+  'microsoft-excel': {
+    serviceId: 'microsoft-excel',
+    description: 'Let each person connect one Microsoft Excel account',
+    configuration: 'oauth',
+  },
   confluence: {
     serviceId: 'confluence',
     description: 'Let each person connect one Confluence account',

From 7a2b6d57c90e3c2d1b9508b6b879e15ad2465efd Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 01:54:35 -0700
Subject: [PATCH 38/76] fix(knowledge): close the connector access-switch and
 members-mode update races

- Leaving members mode dispatched the first workspace sync against a fresh
  clock read while the row held the flip's nextSyncAt, so the queue refused
  it as stale; the dispatch now asserts the instant the flip wrote.
- A workspace credential change kept the incremental watermark, so the new
  credential's corpus was never fully listed; it now drops lastSyncAt, makes
  the sync due, and refuses under a CAS while any sync owns the row.
- Both switch directions released the lease before revoking the previous
  group's grant, and a revoke drops the connector from every option of the
  group; the lease now outlives the revoke.
- The members-mode flip and the members-mode create lock the Credential
  Group row and re-check the option under it, the same lock the group's
  option removal and delete hold while they look for bound connectors.
- Members-mode updates wrote interval changes and resumes to nextSyncAt,
  which the member scheduler never reads; they now land on nextMemberSyncAt
  under the matching CAS, a running member run refuses every edit, a queued
  one refuses config edits, and a pause releases the queued entry.
---
 apps/sim/lib/credential-groups/service.ts     |   5 +
 .../orchestration/connector-access.test.ts    | 249 +++++++++++++++---
 .../orchestration/connector-access.ts         | 144 ++++++----
 .../orchestration/connectors.test.ts          | 216 +++++++++++++++
 .../lib/knowledge/orchestration/connectors.ts | 103 +++++++-
 5 files changed, 625 insertions(+), 92 deletions(-)

diff --git a/apps/sim/lib/credential-groups/service.ts b/apps/sim/lib/credential-groups/service.ts
index 3cb3a02ad75..590171903f7 100644
--- a/apps/sim/lib/credential-groups/service.ts
+++ b/apps/sim/lib/credential-groups/service.ts
@@ -292,6 +292,11 @@ export async function createCredentialGroup(
  * connector syncs per member through one of them: the connector would be left
  * bound to nothing, and its members' documents dark, without anyone choosing
  * that. `optionIds` null means the whole group.
+ *
+ * Runs under the caller's `FOR UPDATE` on the group row. Every write that binds
+ * a connector row to an option (`lockCredentialGroupOption`) takes that same
+ * lock and re-checks the option under it, so a binding is either visible here
+ * or refused once this transaction commits; the check reads only the rows.
  */
 async function refuseIfServingMemberConnectors(
   executor: DbOrTx,
diff --git a/apps/sim/lib/knowledge/orchestration/connector-access.test.ts b/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
index 1f0052fa6f5..17865e23eb1 100644
--- a/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
+++ b/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
@@ -1,7 +1,14 @@
 /**
  * @vitest-environment node
  */
-import { dbChainMockFns, queueTableRows, resetDbChainMock, schemaMock } from '@sim/testing'
+import {
+  dbChainMockFns,
+  hasMockCondition,
+  type MockCondition,
+  queueTableRows,
+  resetDbChainMock,
+  schemaMock,
+} from '@sim/testing'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
@@ -103,6 +110,25 @@ function switchTo(target: Parameters<typeof performUpdateKnowledgeConnectorAcces
   })
 }
 
+/** The group row the flip locks; `optionIds` are the options it still has. */
+function queueGroupRow(...optionIds: string[]) {
+  queueTableRows(schemaMock.credentialGroup, [
+    { options: optionIds.map((id) => ({ id, provider: 'google-drive', status: 'active' })) },
+  ])
+}
+
+/** The values of the `set()` call that wrote `field`, so a test can read what a later call must repeat. */
+function setCallWith(field: string): Record<string, unknown> {
+  const call = dbChainMockFns.set.mock.calls.find(([values]) => field in values)
+  if (!call) throw new Error(`No set() call wrote ${field}`)
+  return call[0]
+}
+
+/** The `set()` calls carrying `field`, in order. */
+function setCallsWith(field: string): Record<string, unknown>[] {
+  return dbChainMockFns.set.mock.calls.filter(([values]) => field in values).map(([v]) => v)
+}
+
 const SCOPED_META = {
   name: 'Google Drive',
   auth: { mode: 'oauth', provider: 'google-drive' },
@@ -238,9 +264,12 @@ describe('performUpdateKnowledgeConnectorAccess', () => {
 
   it('hides the documents, grants the option, flips to members mode, and queues the first member run', async () => {
     queueTableRows(schemaMock.knowledgeConnector, [WORKSPACE_CONNECTOR])
+    queueGroupRow('option-1')
     dbChainMockFns.returning
       .mockResolvedValueOnce([{ ...WORKSPACE_CONNECTOR, status: 'syncing', syncLockToken: 's-1' }])
+      /** The rewrite finds nothing left, the flip lands under the lease, then the release. */
       .mockResolvedValueOnce([])
+      .mockResolvedValueOnce([{ id: 'c-1' }])
       .mockResolvedValueOnce([{ ...MEMBERS_CONNECTOR, nextMemberSyncAt: new Date() }])
 
     const outcome = await switchTo({ accessMode: 'members', binding: BINDING })
@@ -256,26 +285,91 @@ describe('performUpdateKnowledgeConnectorAccess', () => {
       'admin-1'
     )
     expect(dbChainMockFns.set).toHaveBeenCalledWith(expect.objectContaining({ acl: [] }))
-    expect(dbChainMockFns.set).toHaveBeenCalledWith(
-      expect.objectContaining({
-        accessMode: 'members',
-        credentialId: null,
-        credentialGroupId: 'group-1',
-        credentialGroupOptionId: 'option-1',
-        accessRewritePending: false,
-        nextSyncAt: null,
-        nextMemberSyncAt: expect.any(Date),
-        status: 'active',
-        syncLockToken: null,
-      })
-    )
-    expect(mocks.dispatchMemberSync).toHaveBeenCalledWith(
-      'c-1',
-      expect.objectContaining({ billingAttribution: BILLING, requireRunnable: true })
+    /** The flip is written inside the group's row lock. */
+    expect(dbChainMockFns.for).toHaveBeenCalledWith('update')
+    expect(dbChainMockFns.transaction).toHaveBeenCalledOnce()
+    const flip = setCallWith('accessMode')
+    expect(flip).toMatchObject({
+      accessMode: 'members',
+      credentialId: null,
+      credentialGroupId: 'group-1',
+      credentialGroupOptionId: 'option-1',
+      accessRewritePending: false,
+      nextSyncAt: null,
+      nextMemberSyncAt: expect.any(Date),
+    })
+    expect(flip).not.toHaveProperty('status')
+    expect(dbChainMockFns.set).toHaveBeenLastCalledWith(
+      expect.objectContaining({ status: 'active', syncLockToken: null, syncLockLeaseAt: null })
     )
+    /** The dispatch asserts the schedule the flip wrote, so the queue accepts it. */
+    expect(mocks.dispatchMemberSync).toHaveBeenCalledWith('c-1', {
+      billingAttribution: BILLING,
+      expectedNextMemberSyncAt: flip.nextMemberSyncAt,
+      requestId: 'req-1',
+      requireRunnable: true,
+    })
     expect(mocks.dispatchSync).not.toHaveBeenCalled()
   })
 
+  it('refuses the flip, and undoes the grant, when the option is gone by the time the group is locked', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [WORKSPACE_CONNECTOR])
+    queueGroupRow()
+    dbChainMockFns.returning
+      .mockResolvedValueOnce([{ ...WORKSPACE_CONNECTOR, status: 'syncing', syncLockToken: 's-1' }])
+      .mockResolvedValueOnce([])
+
+    const outcome = await switchTo({ accessMode: 'members', binding: BINDING })
+
+    expect(outcome).toMatchObject({ success: false, errorCode: 'validation' })
+    expect(setCallsWith('accessMode')).toEqual([])
+    expect(mocks.revoke).toHaveBeenCalledWith(
+      { workspaceId: 'ws-1', credentialGroupId: 'group-1', connectorId: 'c-1' },
+      'admin-1'
+    )
+    expect(dbChainMockFns.set).toHaveBeenLastCalledWith(
+      expect.objectContaining({ status: 'active', syncLockToken: null })
+    )
+    expect(mocks.dispatchMemberSync).not.toHaveBeenCalled()
+  })
+
+  it('keeps the lease until the previous group is revoked when moving between groups', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [MEMBERS_CONNECTOR])
+    queueGroupRow('option-2')
+    dbChainMockFns.returning
+      .mockResolvedValueOnce([{ ...MEMBERS_CONNECTOR, status: 'syncing', syncLockToken: 's-1' }])
+      .mockResolvedValueOnce([])
+      .mockResolvedValueOnce([{ id: 'c-1' }])
+      .mockResolvedValueOnce([
+        { ...MEMBERS_CONNECTOR, credentialGroupId: 'group-2', credentialGroupOptionId: 'option-2' },
+      ])
+
+    const outcome = await switchTo({
+      accessMode: 'members',
+      binding: {
+        credentialGroupId: 'group-2',
+        credentialGroupOptionId: 'option-2',
+        sourceConfig: {},
+      },
+    })
+
+    expect(outcome).toMatchObject({ success: true, changed: true })
+    expect(mocks.revoke).toHaveBeenCalledWith(
+      { workspaceId: 'ws-1', credentialGroupId: 'group-1', connectorId: 'c-1' },
+      'admin-1'
+    )
+    /**
+     * A revoke drops the connector from every option of the group. Released
+     * first, a switch that had re-granted group-1 in between would lose it.
+     */
+    const revokedAt = mocks.revoke.mock.invocationCallOrder[0]
+    const releasedAt = dbChainMockFns.set.mock.invocationCallOrder.at(-1) ?? 0
+    expect(revokedAt).toBeLessThan(releasedAt)
+    expect(dbChainMockFns.set).toHaveBeenLastCalledWith(
+      expect.objectContaining({ status: 'active', syncLockToken: null })
+    )
+  })
+
   it('drops the members, restores workspace access, revokes the grant, flips, and queues a content sync', async () => {
     queueTableRows(schemaMock.knowledgeConnector, [MEMBERS_CONNECTOR])
     dbChainMockFns.returning
@@ -294,34 +388,129 @@ describe('performUpdateKnowledgeConnectorAccess', () => {
       { workspaceId: 'ws-1', credentialGroupId: 'group-1', connectorId: 'c-1' },
       'admin-1'
     )
-    expect(dbChainMockFns.set).toHaveBeenCalledWith(
+    const flip = setCallWith('accessMode')
+    expect(flip).toMatchObject({
+      accessMode: 'workspace',
+      credentialId: 'cred-2',
+      credentialGroupId: null,
+      credentialGroupOptionId: null,
+      nextMemberSyncAt: null,
+      nextSyncAt: expect.any(Date),
+    })
+    /** The revoke lands while the lease is still held; the release is the last write. */
+    const revokedAt = mocks.revoke.mock.invocationCallOrder[0]
+    const releasedAt = dbChainMockFns.set.mock.invocationCallOrder.at(-1) ?? 0
+    expect(revokedAt).toBeLessThan(releasedAt)
+    expect(dbChainMockFns.set).toHaveBeenLastCalledWith(
       expect.objectContaining({
-        accessMode: 'workspace',
-        credentialId: 'cred-2',
-        credentialGroupId: null,
-        credentialGroupOptionId: null,
-        nextMemberSyncAt: null,
-        nextSyncAt: expect.any(Date),
+        accessRewritePending: false,
+        status: 'active',
+        syncLockToken: null,
+        syncLockLeaseAt: null,
       })
     )
-    expect(mocks.dispatchSync).toHaveBeenCalledWith(
-      'c-1',
-      expect.objectContaining({ billingAttribution: BILLING, requireRunnable: true })
-    )
+    /**
+     * The row holds the instant the flip wrote as `nextSyncAt`; a dispatch
+     * asserting any later clock read is refused by the queue as stale.
+     */
+    expect(mocks.dispatchSync).toHaveBeenCalledWith('c-1', {
+      billingAttribution: BILLING,
+      expectedNextSyncAt: flip.nextSyncAt,
+      requestId: 'req-1',
+      requireRunnable: true,
+    })
     expect(mocks.dispatchMemberSync).not.toHaveBeenCalled()
   })
 
+  it('changes a workspace credential without the lease, drops the watermark, and queues a full sync', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [
+      { ...WORKSPACE_CONNECTOR, lastSyncAt: new Date('2026-08-01T00:00:00Z') },
+    ])
+    dbChainMockFns.returning.mockResolvedValueOnce([
+      { ...WORKSPACE_CONNECTOR, credentialId: 'cred-2', lastSyncAt: null },
+    ])
+
+    const outcome = await switchTo({ accessMode: 'workspace', credentialId: 'cred-2' })
+
+    expect(outcome).toMatchObject({ success: true, changed: true })
+    expect(dbChainMockFns.update).toHaveBeenCalledOnce()
+    const change = setCallWith('credentialId')
+    expect(change).toMatchObject({
+      credentialId: 'cred-2',
+      lastSyncAt: null,
+      nextSyncAt: expect.any(Date),
+    })
+    expect(change).not.toHaveProperty('status')
+    /**
+     * A running sync's terminal write would restore the watermark, so the
+     * write is refused while any sync holds the row.
+     */
+    expect(
+      hasMockCondition(
+        dbChainMockFns.where.mock.calls.at(-1)?.[0],
+        (node: MockCondition) =>
+          node.type === 'isNull' && node.column === schemaMock.knowledgeConnector.syncLockToken
+      )
+    ).toBe(true)
+    expect(mocks.dispatchSync).toHaveBeenCalledWith('c-1', {
+      billingAttribution: BILLING,
+      expectedNextSyncAt: change.nextSyncAt,
+      requestId: 'req-1',
+      requireRunnable: true,
+    })
+    expect(mocks.grant).not.toHaveBeenCalled()
+    expect(mocks.revoke).not.toHaveBeenCalled()
+  })
+
+  it('refuses a credential change while a sync owns the connector', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [WORKSPACE_CONNECTOR])
+    queueTableRows(schemaMock.knowledgeConnector, [
+      { ...WORKSPACE_CONNECTOR, status: 'syncing', syncLockToken: 'run-1' },
+    ])
+    dbChainMockFns.returning.mockResolvedValueOnce([])
+
+    const outcome = await switchTo({ accessMode: 'workspace', credentialId: 'cred-2' })
+
+    expect(outcome).toEqual({
+      success: false,
+      error: 'Sync already in progress',
+      errorCode: 'conflict',
+    })
+    expect(mocks.dispatchSync).not.toHaveBeenCalled()
+  })
+
+  it('changes the credential of a paused connector without queuing a sync', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [{ ...WORKSPACE_CONNECTOR, status: 'paused' }])
+    dbChainMockFns.returning.mockResolvedValueOnce([
+      { ...WORKSPACE_CONNECTOR, status: 'paused', credentialId: 'cred-2' },
+    ])
+
+    const outcome = await switchTo({ accessMode: 'workspace', credentialId: 'cred-2' })
+
+    expect(outcome).toMatchObject({ success: true, changed: true })
+    expect(dbChainMockFns.set).toHaveBeenCalledWith(
+      expect.objectContaining({ credentialId: 'cred-2', lastSyncAt: null })
+    )
+    expect(mocks.dispatchSync).not.toHaveBeenCalled()
+  })
+
   it('leaves a paused connector paused and queues nothing', async () => {
     queueTableRows(schemaMock.knowledgeConnector, [{ ...WORKSPACE_CONNECTOR, status: 'paused' }])
+    queueGroupRow('option-1')
     dbChainMockFns.returning
       .mockResolvedValueOnce([{ ...WORKSPACE_CONNECTOR, status: 'paused' }])
       .mockResolvedValueOnce([])
+      .mockResolvedValueOnce([{ id: 'c-1' }])
       .mockResolvedValueOnce([{ ...MEMBERS_CONNECTOR, status: 'paused' }])
 
-    await switchTo({ accessMode: 'members', binding: BINDING })
+    const outcome = await switchTo({ accessMode: 'members', binding: BINDING })
 
+    expect(outcome).toMatchObject({ success: true, changed: true })
     expect(dbChainMockFns.set).toHaveBeenCalledWith(
-      expect.objectContaining({ accessMode: 'members', status: 'paused' })
+      expect.objectContaining({ accessMode: 'members' })
+    )
+    expect(dbChainMockFns.set).toHaveBeenLastCalledWith(
+      expect.objectContaining({ status: 'paused', syncLockToken: null })
     )
     expect(mocks.dispatchMemberSync).not.toHaveBeenCalled()
   })
diff --git a/apps/sim/lib/knowledge/orchestration/connector-access.ts b/apps/sim/lib/knowledge/orchestration/connector-access.ts
index 90662f66a65..fbe32cc2f9f 100644
--- a/apps/sim/lib/knowledge/orchestration/connector-access.ts
+++ b/apps/sim/lib/knowledge/orchestration/connector-access.ts
@@ -22,6 +22,7 @@ import {
   type ConnectorWithoutSecret,
   getKnowledgeConnector,
   type KnowledgeConnectorRow,
+  lockCredentialGroupOption,
 } from '@/lib/knowledge/orchestration/connectors'
 import {
   classifyKnowledgeFailure,
@@ -157,21 +158,29 @@ function switchLeaseHeld(connectorId: string, switchId: string) {
   )
 }
 
-/** Releases a switch that could not complete, restoring the status it found. */
+/**
+ * Hands the lease back, restoring the status the switch found, along with any
+ * last values the switch writes as it ends. Returns the row as released, or
+ * null when the lease had already been taken away.
+ */
 async function releaseSwitchLease(
   connectorId: string,
   switchId: string,
-  previousStatus: string
-): Promise<void> {
-  await db
+  previousStatus: string,
+  values: Partial<typeof knowledgeConnector.$inferInsert> = {}
+): Promise<KnowledgeConnectorRow | null> {
+  const [row] = await db
     .update(knowledgeConnector)
     .set({
+      ...values,
       status: previousStatus,
       syncLockToken: null,
       syncLockLeaseAt: null,
       updatedAt: new Date(),
     })
     .where(switchLeaseHeld(connectorId, switchId))
+    .returning()
+  return row ?? null
 }
 
 export interface PerformUpdateKnowledgeConnectorAccessParams extends KnowledgeOperationContext {
@@ -194,15 +203,21 @@ export type PerformUpdateKnowledgeConnectorAccessResult = KnowledgeOrchestration
  * so neither engine runs against a half-rewritten corpus.
  *
  * Into members mode: grant the option's credentials first (a reversible policy
- * write), rewrite every ACL to nobody, then flip. A rewrite that outgrows the
- * request budget is finished by the first member run before it lists
- * (`accessRewritePending`); documents are hidden early, never shown early.
+ * write), rewrite every ACL to nobody, flip under the Credential Group's row
+ * lock, then revoke the previous group's grant and release. A rewrite that
+ * outgrows the request budget is finished by the first member run before it
+ * lists (`accessRewritePending`); documents are hidden early, never shown
+ * early.
  *
  * Back to workspace mode: drop the members and flip in one transaction with
  * the rewrite marked pending, rewrite every ACL to the workspace while the
- * lease is still held, then release and revoke the grant. A rewrite that
+ * lease is still held, then revoke the grant and release. A rewrite that
  * outgrows the budget, or is interrupted, is finished by the next content
  * sync (`accessRewritePending`); documents are hidden until then.
+ *
+ * Either way the lease outlives the revoke. A revoke drops the connector from
+ * every option of the group, so releasing first would let a switch that has
+ * just re-granted the same group lose its grant to this one's cleanup.
  */
 export async function performUpdateKnowledgeConnectorAccess(
   params: PerformUpdateKnowledgeConnectorAccessParams
@@ -257,18 +272,46 @@ export async function performUpdateKnowledgeConnectorAccess(
   }
 
   /**
-   * Staying in workspace mode with a different credential is a plain credential
-   * change: no document's visibility moves, so nothing needs the lease.
+   * Staying in workspace mode with a different credential moves no document's
+   * visibility, so the lease is not taken. It does change what the source
+   * shows: the new credential may see a different corpus, and only a full
+   * listing reconciles that, so the incremental watermark is dropped and a sync
+   * queued. The write refuses while a sync owns the row, whose terminal write
+   * would otherwise put the watermark straight back.
    */
   if (target.accessMode === 'workspace' && existing.accessMode === 'workspace') {
     const now = new Date()
     const [updated] = await db
       .update(knowledgeConnector)
-      .set({ credentialId: target.credentialId, updatedAt: now })
-      .where(and(eq(knowledgeConnector.id, connectorId), isNull(knowledgeConnector.deletedAt)))
+      .set({
+        credentialId: target.credentialId,
+        lastSyncAt: null,
+        nextSyncAt: now,
+        updatedAt: now,
+      })
+      .where(
+        and(
+          eq(knowledgeConnector.id, connectorId),
+          eq(knowledgeConnector.knowledgeBaseId, kb.id),
+          inArray(knowledgeConnector.status, SWITCHABLE_CONNECTOR_STATUSES),
+          eq(knowledgeConnector.status, existing.status),
+          isNull(knowledgeConnector.syncLockToken),
+          isNull(knowledgeConnector.archivedAt),
+          isNull(knowledgeConnector.deletedAt)
+        )
+      )
       .returning()
-    if (!updated) return fail('Connector not found', 'not_found')
+    if (!updated) {
+      const current = await getKnowledgeConnector(kb.id, connectorId)
+      return current
+        ? fail('Sync already in progress', 'conflict')
+        : fail('Connector not found', 'not_found')
+    }
+    logger.info(`[${requestId}] Changed the credential of connector ${connectorId}`)
     const { encryptedApiKey: _secret, ...connector } = updated
+    if (existing.status !== 'paused') {
+      await dispatchContentSyncBestEffort(connectorId, params, requestId, now)
+    }
     return { success: true, connector, changed: true }
   }
 
@@ -298,29 +341,39 @@ export async function performUpdateKnowledgeConnectorAccess(
         const rewritten = await rewriteConnectorAcls(connectorId, EMPTY_ACL, {
           deadlineAt: deadlineAt,
         })
-        const now = new Date()
-        const [updated] = await db
-          .update(knowledgeConnector)
-          .set({
-            accessMode: 'members',
-            credentialId: null,
+        /**
+         * The flip lands under the group's row lock, which the group's option
+         * edits and delete hold while they look for connectors bound to what
+         * they remove: an option gone by the time the lock is ours refuses the
+         * flip, and one removed after it finds this row.
+         */
+        const flippedAt = new Date()
+        await db.transaction(async (tx) => {
+          await lockCredentialGroupOption(tx, {
+            workspaceId: kb.workspaceId,
             credentialGroupId: target.binding.credentialGroupId,
             credentialGroupOptionId: target.binding.credentialGroupOptionId,
-            sourceConfig: target.binding.sourceConfig,
-            accessRewritePending: !rewritten,
-            memberSyncStatus: 'idle',
-            memberSyncConsecutiveFailures: 0,
-            lastMemberSyncError: null,
-            nextMemberSyncAt: now,
-            nextSyncAt: null,
-            status: previousStatus,
-            syncLockToken: null,
-            syncLockLeaseAt: null,
-            updatedAt: now,
           })
-          .where(switchLeaseHeld(connectorId, switchId))
-          .returning()
-        if (!updated) throw new SwitchLeaseLostError()
+          const [row] = await tx
+            .update(knowledgeConnector)
+            .set({
+              accessMode: 'members',
+              credentialId: null,
+              credentialGroupId: target.binding.credentialGroupId,
+              credentialGroupOptionId: target.binding.credentialGroupOptionId,
+              sourceConfig: target.binding.sourceConfig,
+              accessRewritePending: !rewritten,
+              memberSyncStatus: 'idle',
+              memberSyncConsecutiveFailures: 0,
+              lastMemberSyncError: null,
+              nextMemberSyncAt: flippedAt,
+              nextSyncAt: null,
+              updatedAt: flippedAt,
+            })
+            .where(switchLeaseHeld(connectorId, switchId))
+            .returning({ id: knowledgeConnector.id })
+          if (!row) throw new SwitchLeaseLostError()
+        })
         if (
           existing.credentialGroupId &&
           existing.credentialGroupId !== target.binding.credentialGroupId
@@ -339,12 +392,14 @@ export async function performUpdateKnowledgeConnectorAccess(
             })
           })
         }
+        const updated = await releaseSwitchLease(connectorId, switchId, previousStatus)
+        if (!updated) throw new SwitchLeaseLostError()
         logger.info(`[${requestId}] Switched connector ${connectorId} to members mode`, {
           rewritten,
         })
         const { encryptedApiKey: _secret, ...connector } = updated
         if (previousStatus !== 'paused') {
-          await dispatchMemberSyncBestEffort(connectorId, params, requestId, now)
+          await dispatchMemberSyncBestEffort(connectorId, params, requestId, flippedAt)
         }
         return { success: true, connector, changed: true }
       } catch (error) {
@@ -426,19 +481,6 @@ export async function performUpdateKnowledgeConnectorAccess(
     const rewritten = await rewriteConnectorAcls(connectorId, WORKSPACE_ACL, {
       deadlineAt: deadlineAt,
     })
-    const now = new Date()
-    const [updated] = await db
-      .update(knowledgeConnector)
-      .set({
-        accessRewritePending: !rewritten,
-        status: previousStatus,
-        syncLockToken: null,
-        syncLockLeaseAt: null,
-        updatedAt: now,
-      })
-      .where(switchLeaseHeld(connectorId, switchId))
-      .returning()
-    if (!updated) throw new SwitchLeaseLostError()
     if (existing.credentialGroupId) {
       await revokeKnowledgeConnectorCredentialAccess(
         { workspaceId: kb.workspaceId, credentialGroupId: existing.credentialGroupId, connectorId },
@@ -450,12 +492,17 @@ export async function performUpdateKnowledgeConnectorAccess(
         })
       })
     }
+    const updated = await releaseSwitchLease(connectorId, switchId, previousStatus, {
+      accessRewritePending: !rewritten,
+    })
+    if (!updated) throw new SwitchLeaseLostError()
     logger.info(`[${requestId}] Switched connector ${connectorId} to workspace mode`, {
       rewritten,
     })
     const { encryptedApiKey: _secret, ...connector } = updated
     if (previousStatus !== 'paused') {
-      await dispatchContentSyncBestEffort(connectorId, params, requestId, now)
+      /** The dispatch asserts the schedule the flip wrote, not a later clock read. */
+      await dispatchContentSyncBestEffort(connectorId, params, requestId, flippedAt)
     }
     return { success: true, connector, changed: true }
   } catch (error) {
@@ -468,6 +515,7 @@ export async function performUpdateKnowledgeConnectorAccess(
         connectorId,
         error: releaseError,
       })
+      return null
     })
     return classifyKnowledgeFailure(
       error,
diff --git a/apps/sim/lib/knowledge/orchestration/connectors.test.ts b/apps/sim/lib/knowledge/orchestration/connectors.test.ts
index 1ee0603bc19..fb0bb804e28 100644
--- a/apps/sim/lib/knowledge/orchestration/connectors.test.ts
+++ b/apps/sim/lib/knowledge/orchestration/connectors.test.ts
@@ -67,6 +67,12 @@ vi.mock('@/connectors/registry.server', () => ({
       auth: { mode: 'apiKey', optional: true },
       validateConfig: vi.fn().mockResolvedValue({ valid: true }),
     },
+    google_drive: {
+      name: 'Google Drive',
+      auth: { mode: 'oauth', provider: 'google-drive' },
+      permissionScopedListing: { capFieldIds: [] },
+      validateConfig: vi.fn().mockResolvedValue({ valid: true }),
+    },
   },
 }))
 
@@ -1028,6 +1034,216 @@ describe('members-mode connectors', () => {
     expect(mockDispatchMemberSync).not.toHaveBeenCalled()
   })
 
+  /** A CAS clause of the last connector update, found by shape since the mock evaluates nothing. */
+  function updateCasHas(predicate: (node: MockCondition) => boolean): boolean {
+    return hasMockCondition(dbChainMockFns.where.mock.calls.at(-1)?.[0], predicate)
+  }
+
+  it('writes an interval change to the member schedule, which is what the member scheduler reads', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [
+      { ...MEMBERS_CONNECTOR, nextSyncAt: null, nextMemberSyncAt: null },
+    ])
+    dbChainMockFns.returning.mockResolvedValueOnce([MEMBERS_CONNECTOR])
+
+    const outcome = await performUpdateKnowledgeConnector({
+      ...ACTOR,
+      knowledgeBase: KB,
+      connectorId: 'c-1',
+      updates: { syncIntervalMinutes: 60 },
+      resolveBillingAttribution,
+    })
+
+    expect(outcome).toMatchObject({ success: true })
+    const values = dbChainMockFns.set.mock.calls[0][0]
+    expect(values).toMatchObject({ syncIntervalMinutes: 60, nextMemberSyncAt: expect.any(Date) })
+    expect(values).not.toHaveProperty('nextSyncAt')
+    expect(
+      updateCasHas(
+        (node) =>
+          node.type === 'isNull' && node.column === schemaMock.knowledgeConnector.nextMemberSyncAt
+      )
+    ).toBe(true)
+    expect(mockDispatchMemberSync).not.toHaveBeenCalled()
+  })
+
+  it('clears the member schedule when scheduled sync is turned off', async () => {
+    const scheduled = new Date(Date.now() + 60 * 60 * 1000)
+    queueTableRows(schemaMock.knowledgeConnector, [
+      { ...MEMBERS_CONNECTOR, nextSyncAt: null, nextMemberSyncAt: scheduled },
+    ])
+    dbChainMockFns.returning.mockResolvedValueOnce([MEMBERS_CONNECTOR])
+
+    await performUpdateKnowledgeConnector({
+      ...ACTOR,
+      knowledgeBase: KB,
+      connectorId: 'c-1',
+      updates: { syncIntervalMinutes: 0 },
+      resolveBillingAttribution,
+    })
+
+    expect(dbChainMockFns.set.mock.calls[0][0]).toMatchObject({
+      syncIntervalMinutes: 0,
+      nextMemberSyncAt: null,
+    })
+    expect(
+      updateCasHas(
+        (node) =>
+          node.type === 'eq' &&
+          node.left === schemaMock.knowledgeConnector.nextMemberSyncAt &&
+          node.right === scheduled
+      )
+    ).toBe(true)
+  })
+
+  it('resumes a paused members-mode connector by making its member run due', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [
+      { ...MEMBERS_CONNECTOR, status: 'paused', nextSyncAt: null, nextMemberSyncAt: null },
+    ])
+    dbChainMockFns.returning.mockResolvedValueOnce([MEMBERS_CONNECTOR])
+
+    const outcome = await performUpdateKnowledgeConnector({
+      ...ACTOR,
+      knowledgeBase: KB,
+      connectorId: 'c-1',
+      updates: { status: 'active' },
+      resolveBillingAttribution,
+    })
+
+    expect(outcome).toMatchObject({ success: true })
+    const values = dbChainMockFns.set.mock.calls[0][0]
+    expect(values).toMatchObject({ status: 'active', nextMemberSyncAt: expect.any(Date) })
+    expect(values).not.toHaveProperty('nextSyncAt')
+  })
+
+  it('refuses any edit while a member run is running', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [
+      { ...MEMBERS_CONNECTOR, memberSyncStatus: 'running' },
+    ])
+
+    const outcome = await performUpdateKnowledgeConnector({
+      ...ACTOR,
+      knowledgeBase: KB,
+      connectorId: 'c-1',
+      updates: { sourceConfig: { database: 'other' } },
+      resolveBillingAttribution,
+    })
+
+    /**
+     * The member run reads `sourceConfig` once at its start and reconciles
+     * against it, exactly as the content engine does; `status` stays `active`
+     * throughout, so only the member lease shows the row is owned.
+     */
+    expect(outcome).toMatchObject({
+      success: false,
+      errorCode: 'conflict',
+      error: 'Sync already in progress',
+    })
+    expect(dbChainMockFns.update).not.toHaveBeenCalled()
+  })
+
+  it('refuses a config edit while a member run is queued, but lets a pause release the entry', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [
+      { ...MEMBERS_CONNECTOR, memberSyncStatus: 'pending', memberSyncLockToken: 'd-1' },
+    ])
+
+    const refused = await performUpdateKnowledgeConnector({
+      ...ACTOR,
+      knowledgeBase: KB,
+      connectorId: 'c-1',
+      updates: { syncIntervalMinutes: 30 },
+      resolveBillingAttribution,
+    })
+    expect(refused).toMatchObject({ success: false, errorCode: 'conflict' })
+    expect(dbChainMockFns.update).not.toHaveBeenCalled()
+
+    queueTableRows(schemaMock.knowledgeConnector, [
+      { ...MEMBERS_CONNECTOR, memberSyncStatus: 'pending', memberSyncLockToken: 'd-1' },
+    ])
+    dbChainMockFns.returning.mockResolvedValueOnce([{ ...MEMBERS_CONNECTOR, status: 'paused' }])
+
+    const paused = await performUpdateKnowledgeConnector({
+      ...ACTOR,
+      knowledgeBase: KB,
+      connectorId: 'c-1',
+      updates: { status: 'paused' },
+      resolveBillingAttribution,
+    })
+
+    /**
+     * The queued task starts without re-checking `status`, so the entry has to
+     * go for the pause to hold; the CAS keeps that off a run that has started.
+     */
+    expect(paused).toMatchObject({ success: true })
+    expect(dbChainMockFns.set).toHaveBeenCalledWith(
+      expect.objectContaining({
+        status: 'paused',
+        memberSyncStatus: 'idle',
+        memberSyncLockToken: null,
+        memberSyncLockLeaseAt: null,
+      })
+    )
+    expect(
+      updateCasHas(
+        (node) =>
+          node.type === 'eq' &&
+          node.left === schemaMock.knowledgeConnector.memberSyncStatus &&
+          node.right === 'pending'
+      )
+    ).toBe(true)
+  })
+
+  it('binds a new members-mode connector under the group lock', async () => {
+    queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb-1' }])
+    queueTableRows(schemaMock.credentialGroup, [{ options: [{ id: 'option-1' }] }])
+    dbChainMockFns.returning.mockResolvedValueOnce([
+      { ...MEMBERS_CONNECTOR, connectorType: 'google_drive' },
+    ])
+
+    const outcome = await performCreateKnowledgeConnector({
+      knowledgeBase: KB,
+      connectorType: 'google_drive',
+      sourceConfig: {},
+      syncIntervalMinutes: 1440,
+      membersBinding: { credentialGroupId: 'group-1', credentialGroupOptionId: 'option-1' },
+      resolveBillingAttribution,
+      resolveAccessToken: vi.fn(),
+      ...ACTOR,
+    })
+
+    expect(outcome).toMatchObject({ success: true })
+    expect(dbChainMockFns.for).toHaveBeenCalledWith('update')
+    expect(dbChainMockFns.insert).toHaveBeenCalledOnce()
+    expect(mockRevoke).not.toHaveBeenCalled()
+  })
+
+  it('refuses to create a members-mode connector on an option removed before the group was locked', async () => {
+    queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb-1' }])
+    queueTableRows(schemaMock.credentialGroup, [{ options: [{ id: 'option-2' }] }])
+
+    const outcome = await performCreateKnowledgeConnector({
+      knowledgeBase: KB,
+      connectorType: 'google_drive',
+      sourceConfig: {},
+      syncIntervalMinutes: 1440,
+      membersBinding: { credentialGroupId: 'group-1', credentialGroupOptionId: 'option-1' },
+      resolveBillingAttribution,
+      resolveAccessToken: vi.fn(),
+      ...ACTOR,
+    })
+
+    /**
+     * The group's option edit refuses while a connector row is bound to what it
+     * removes, and this row is written under the same lock, so the two can
+     * never both commit: the grant is undone and no row is inserted.
+     */
+    expect(outcome).toMatchObject({ success: false, errorCode: 'validation' })
+    expect(dbChainMockFns.insert).not.toHaveBeenCalled()
+    expect(mockRevoke).toHaveBeenCalledWith(
+      { workspaceId: 'ws-1', credentialGroupId: 'group-1', connectorId: expect.any(String) },
+      'user-1'
+    )
+  })
+
   it('refuses members mode for a connector whose listing is not permission scoped, before any grant', async () => {
     queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb-1' }])
     dbChainMockFns.returning.mockResolvedValueOnce([MEMBERS_CONNECTOR])
diff --git a/apps/sim/lib/knowledge/orchestration/connectors.ts b/apps/sim/lib/knowledge/orchestration/connectors.ts
index c8e4bd60073..8c5596e220f 100644
--- a/apps/sim/lib/knowledge/orchestration/connectors.ts
+++ b/apps/sim/lib/knowledge/orchestration/connectors.ts
@@ -1,6 +1,7 @@
 import { AuditAction, AuditResourceType, recordAudit } from '@sim/audit'
 import { db } from '@sim/db'
 import {
+  credentialGroup,
   document,
   embedding,
   knowledgeBase,
@@ -16,6 +17,7 @@ import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attr
 import { hasWorkspaceLiveSyncAccess } from '@/lib/billing/core/subscription'
 import { OrchestrationError, type OrchestrationErrorCode } from '@/lib/core/orchestration/types'
 import { generateRequestId } from '@/lib/core/utils/request'
+import type { DbOrTx } from '@/lib/db/types'
 import {
   findListingCapViolation,
   grantKnowledgeConnectorCredentialAccess,
@@ -57,6 +59,41 @@ export interface ConnectorMembersBinding {
   credentialGroupOptionId: string
 }
 
+/**
+ * Locks the Credential Group's row for the rest of the transaction and confirms
+ * the option is still part of it. The group's option edits and delete take the
+ * same row lock and refuse while a connector row is bound to what they remove,
+ * so a binding written under this lock is serialized against them: it either
+ * finds the option gone, or lands before the removal looks for it. The grant
+ * itself is a policy write with its own revision CAS, which is why the row
+ * write, not the grant, is what takes the lock.
+ */
+export async function lockCredentialGroupOption(
+  tx: DbOrTx,
+  binding: ConnectorMembersBinding & { workspaceId: string }
+): Promise<void> {
+  const [group] = await tx
+    .select({ options: credentialGroup.options })
+    .from(credentialGroup)
+    .where(
+      and(
+        eq(credentialGroup.id, binding.credentialGroupId),
+        eq(credentialGroup.workspaceId, binding.workspaceId)
+      )
+    )
+    .limit(1)
+    .for('update')
+  if (!group) {
+    throw new OrchestrationError('validation', 'Credential Group was not found in this workspace')
+  }
+  if (!group.options.some((option) => option.id === binding.credentialGroupOptionId)) {
+    throw new OrchestrationError(
+      'validation',
+      'Credential option was not found in this Credential Group'
+    )
+  }
+}
+
 /** A connector row exactly as stored, including its encrypted API key. */
 export type KnowledgeConnectorRow = typeof knowledgeConnector.$inferSelect
 type ConnectorRow = KnowledgeConnectorRow
@@ -333,6 +370,9 @@ export async function performCreateKnowledgeConnector(
       if (activeKb.length === 0) {
         throw new OrchestrationError('not_found', 'Knowledge base not found')
       }
+      if (membersBinding) {
+        await lockCredentialGroupOption(tx, { workspaceId, ...membersBinding })
+      }
 
       for (const [semanticId, slot] of Object.entries(newTagSlots)) {
         const td = connectorConfig.tagDefinitions?.find((d) => d.id === semanticId)
@@ -590,6 +630,24 @@ export async function performUpdateKnowledgeConnector(
   ) {
     return fail('Sync already in progress', 'conflict')
   }
+  /**
+   * A members-mode connector is run by the member engine, whose lease lives in
+   * `memberSyncStatus` while `status` stays `active`, so the two guards above
+   * never see it. The same two rules apply to that lease: a running member run
+   * owns the row, and a queued one has not read its config yet, so only a
+   * status change is safe.
+   */
+  const syncsPerMember = existing.accessMode === 'members'
+  if (syncsPerMember && existing.memberSyncStatus === 'running') {
+    return fail('Sync already in progress', 'conflict')
+  }
+  if (
+    syncsPerMember &&
+    existing.memberSyncStatus === 'pending' &&
+    (updates.sourceConfig !== undefined || updates.syncIntervalMinutes !== undefined)
+  ) {
+    return fail('Sync already in progress', 'conflict')
+  }
 
   if (updates.syncIntervalMinutes !== undefined) {
     if (!kb.workspaceId && updates.syncIntervalMinutes > 0 && updates.syncIntervalMinutes < 60) {
@@ -634,7 +692,14 @@ export async function performUpdateKnowledgeConnector(
     updates.sourceConfig !== undefined &&
     resultingStatus !== 'paused' &&
     resultingStatus !== 'disabled'
-  const syncsPerMember = existing.accessMode === 'members'
+  /**
+   * The schedule this connector is picked up by: the member scheduler reads
+   * `nextMemberSyncAt` and the content scheduler `nextSyncAt`, each only for
+   * its own access mode, so every schedule write below lands on the one the
+   * connector's engine will read.
+   */
+  const scheduleColumn = syncsPerMember ? 'nextMemberSyncAt' : 'nextSyncAt'
+  const existingSchedule = existing[scheduleColumn]
   let billingAttribution: BillingAttributionSnapshot | undefined
   let dispatchSourceSync: Awaited<ReturnType<typeof loadDispatchSync>> | undefined
   let dispatchMemberSourceSync: Awaited<ReturnType<typeof loadDispatchMemberSync>> | undefined
@@ -657,9 +722,9 @@ export async function performUpdateKnowledgeConnector(
   }
   if (updates.syncIntervalMinutes !== undefined) {
     values.syncIntervalMinutes = updates.syncIntervalMinutes
-    values.nextSyncAt =
-      existing.nextSyncAt && existing.nextSyncAt <= updateTimestamp
-        ? existing.nextSyncAt
+    values[scheduleColumn] =
+      existingSchedule && existingSchedule <= updateTimestamp
+        ? existingSchedule
         : updates.syncIntervalMinutes > 0
           ? new Date(updateTimestamp.getTime() + updates.syncIntervalMinutes * 60 * 1000)
           : null
@@ -669,25 +734,32 @@ export async function performUpdateKnowledgeConnector(
     /**
      * Releases a queue entry this status change is walking away from, so no
      * token survives on a row that is no longer `pending` and the reaper is not
-     * left with a lease it can never match.
+     * left with a lease it can never match. A queued member run is released the
+     * same way: its task starts without re-checking `status`, so the entry has
+     * to be gone for a pause to hold, and the CAS below keeps this off a run
+     * that has since started.
      */
     if (existing.status === 'pending') {
       values.syncLockToken = null
       values.syncLockLeaseAt = null
     }
+    if (syncsPerMember && existing.memberSyncStatus === 'pending') {
+      values.memberSyncStatus = 'idle'
+      values.memberSyncLockToken = null
+      values.memberSyncLockLeaseAt = null
+    }
     if (updates.status === 'active') {
       values.consecutiveFailures = 0
       values.lastSyncError = null
       // Resuming a paused connector syncs immediately unless this same request
       // set a schedule, which then owns the next run.
-      if (values.nextSyncAt === undefined) {
-        values.nextSyncAt = new Date()
+      if (values[scheduleColumn] === undefined) {
+        values[scheduleColumn] = new Date()
       }
     }
   }
   if (shouldDispatchSourceSync) {
-    if (syncsPerMember) values.nextMemberSyncAt = updateTimestamp
-    else values.nextSyncAt = updateTimestamp
+    values[scheduleColumn] = updateTimestamp
   }
 
   let updated: ConnectorRow
@@ -699,11 +771,14 @@ export async function performUpdateKnowledgeConnector(
       isNull(knowledgeConnector.deletedAt),
     ]
     updateConditions.push(eq(knowledgeConnector.status, existing.status))
-    if (values.nextSyncAt !== undefined) {
+    if (syncsPerMember) {
+      updateConditions.push(eq(knowledgeConnector.memberSyncStatus, existing.memberSyncStatus))
+    }
+    if (values[scheduleColumn] !== undefined) {
       updateConditions.push(
-        existing.nextSyncAt
-          ? eq(knowledgeConnector.nextSyncAt, existing.nextSyncAt)
-          : isNull(knowledgeConnector.nextSyncAt)
+        existingSchedule
+          ? eq(knowledgeConnector[scheduleColumn], existingSchedule)
+          : isNull(knowledgeConnector[scheduleColumn])
       )
     }
 
@@ -715,7 +790,7 @@ export async function performUpdateKnowledgeConnector(
 
     if (!row) {
       const current = await getKnowledgeConnector(kb.id, connectorId)
-      if (current?.status === 'syncing') {
+      if (current?.status === 'syncing' || current?.memberSyncStatus === 'running') {
         return fail('Sync already in progress', 'conflict')
       }
       if (current) {

From 9624c0141e05fd41f71306fc0988b6a1d911f686 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 02:03:59 -0700
Subject: [PATCH 39/76] fix(knowledge): close member-sync races found in review

- sweep stale member observations under the connector share lock and the
  member row lock, re-checking mode and staleness so a run's fresh
  observations and a mode switch's ACLs are never overwritten
- gate the member queue CAS and lease on connector status and on the
  schedule the dispatch was made for; keep dispatching after one failure
- prove the run lease inside every connector document write transaction
- drop the per-member page cap on listing passes; a capped listing could
  never reach the documents behind page 200
- issue member invitations with reject-on-revoked so a concurrent
  revocation is never reactivated
- re-apply the caller's access at document delete and upsert-replace
- keep sourceModifiedAt/connectorType on provenance-bearing searches
- read Google Calendar's updatedTime as the source modified time
---
 apps/sim/lib/credential-groups/enrollments.ts |  22 +-
 .../knowledge/application/documents.test.ts   |  65 +++++-
 .../lib/knowledge/application/documents.ts    |  46 +++-
 .../lib/knowledge/application/search.test.ts  |  37 ++++
 apps/sim/lib/knowledge/application/search.ts  |  24 ++-
 .../connectors/member-observations.test.ts    |  90 ++++++++
 .../connectors/member-observations.ts         | 119 ++++++++---
 .../connectors/member-provisioning.ts         |  60 ++++--
 .../knowledge/connectors/member-queue.test.ts | 120 ++++++++++-
 .../lib/knowledge/connectors/member-queue.ts  |  60 ++++--
 .../connectors/member-sync-engine.ts          |  23 +-
 .../connectors/source-modified-at.test.ts     |   1 +
 .../connectors/source-modified-at.ts          |   1 +
 .../knowledge/connectors/sync-engine.test.ts  | 201 ++++++++++++------
 .../lib/knowledge/connectors/sync-limits.ts   |  15 +-
 .../sim/lib/knowledge/connectors/sync-lock.ts |  10 +
 .../knowledge/connectors/sync-persistence.ts  |  41 +++-
 .../knowledge/connectors/sync-primitives.ts   |  27 ++-
 apps/sim/lib/knowledge/documents/service.ts   |  66 ++++--
 19 files changed, 846 insertions(+), 182 deletions(-)
 create mode 100644 apps/sim/lib/knowledge/connectors/member-observations.test.ts

diff --git a/apps/sim/lib/credential-groups/enrollments.ts b/apps/sim/lib/credential-groups/enrollments.ts
index a22ac3fd42a..7ac30a2c80a 100644
--- a/apps/sim/lib/credential-groups/enrollments.ts
+++ b/apps/sim/lib/credential-groups/enrollments.ts
@@ -64,9 +64,12 @@ interface InvitationContext {
   groupName: string
 }
 
+/** What issuing an invitation does to an enrollment an admin revoked. */
+export type RevokedEnrollmentPolicy = 'reactivate' | 'reject'
+
 interface SendInvitationOptions {
   expectedEnrollmentId?: string
-  revokedEnrollment: 'reactivate' | 'reject'
+  revokedEnrollment: RevokedEnrollmentPolicy
 }
 
 interface IssuedInvitation {
@@ -772,11 +775,18 @@ export async function inviteCredentialGroupEnrollment(
   userId: string | undefined,
   /** See {@link sendInvitation}: absent for a workflow-issued invitation. */
   inviterName: string | undefined,
-  email: string
+  email: string,
+  /**
+   * What a revoked enrollment does to the invitation, decided inside the
+   * issuing transaction. An admin's invite reactivates it; an automatic
+   * invitation rejects it, so a revocation that lands after the caller read
+   * the enrollment is never undone by a stale read.
+   */
+  revokedEnrollment: RevokedEnrollmentPolicy = 'reactivate'
 ): Promise<CredentialGroupEnrollmentRecord> {
   const context = await getInvitationContext(workspaceId, groupId)
   return sendInvitation(context, userId, inviterName, normalizeEmail(email), {
-    revokedEnrollment: 'reactivate',
+    revokedEnrollment,
   })
 }
 
@@ -785,11 +795,13 @@ export async function createCredentialGroupInvitationLink(
   groupId: string,
   /** See {@link issueInvitation}: the issuer is attribution, never the authority. */
   userId: string | undefined,
-  email: string
+  email: string,
+  /** See {@link inviteCredentialGroupEnrollment}. */
+  revokedEnrollment: RevokedEnrollmentPolicy = 'reactivate'
 ): Promise<CredentialGroupInvitationLink> {
   const context = await getInvitationContext(workspaceId, groupId)
   const issued = await issueInvitation(context, userId, normalizeEmail(email), {
-    revokedEnrollment: 'reactivate',
+    revokedEnrollment,
   })
   return {
     enrollment: toCredentialGroupEnrollment(issued.enrollment),
diff --git a/apps/sim/lib/knowledge/application/documents.test.ts b/apps/sim/lib/knowledge/application/documents.test.ts
index cbad2a97702..e3fad4463aa 100644
--- a/apps/sim/lib/knowledge/application/documents.test.ts
+++ b/apps/sim/lib/knowledge/application/documents.test.ts
@@ -2,7 +2,7 @@
  * @vitest-environment node
  */
 
-import { dbChainMockFns, resetDbChainMock } from '@sim/testing'
+import { dbChainMockFns, queueTableRows, resetDbChainMock, schemaMock } from '@sim/testing'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
@@ -256,6 +256,69 @@ describe('knowledge document application use cases', () => {
     })
   })
 
+  /**
+   * The document being replaced is looked up and deleted under the caller's
+   * access, so a restricted document is neither confirmed nor replaced, and one
+   * that leaves the caller's reach mid-request keeps the replacement as an
+   * ordinary upload.
+   */
+  it('replaces only a document the caller may read, under the same access', async () => {
+    queueTableRows(schemaMock.document, [{ id: 'existing-1' }])
+
+    const result = await upsertKnowledgeDocument.execute({
+      principal: { kind: 'session', userId: 'user-1', sessionId: 'session-1' },
+      input: {
+        knowledgeBaseId: 'knowledge-1',
+        assertedWorkspaceId: 'workspace-1',
+        filename: document.filename,
+        fileUrl: document.fileUrl,
+        fileSize: document.fileSize,
+        mimeType: document.mimeType,
+        resolveBillingAttribution: async () => ({
+          actorUserId: 'user-1',
+          workspaceId: 'workspace-1',
+        }),
+        resolveSecretProvenances: () => undefined,
+      },
+    })
+
+    expect(result).toMatchObject({ isUpdate: true, previousDocumentId: 'existing-1' })
+    expect(mocks.deleteDocument).toHaveBeenCalledWith(
+      'knowledge-1',
+      'existing-1',
+      expect.any(String),
+      WORKSPACE_ACCESS_SCOPE
+    )
+    expect(mocks.deleteDocumentById).not.toHaveBeenCalled()
+  })
+
+  it('keeps the replacement when the previous document left the caller’s reach', async () => {
+    queueTableRows(schemaMock.document, [{ id: 'existing-1' }])
+    mocks.deleteDocument.mockRejectedValueOnce(
+      new OrchestrationError('not_found', 'Document not found')
+    )
+
+    const result = await upsertKnowledgeDocument.execute({
+      principal: { kind: 'session', userId: 'user-1', sessionId: 'session-1' },
+      input: {
+        knowledgeBaseId: 'knowledge-1',
+        assertedWorkspaceId: 'workspace-1',
+        filename: document.filename,
+        fileUrl: document.fileUrl,
+        fileSize: document.fileSize,
+        mimeType: document.mimeType,
+        resolveBillingAttribution: async () => ({
+          actorUserId: 'user-1',
+          workspaceId: 'workspace-1',
+        }),
+        resolveSecretProvenances: () => undefined,
+      },
+    })
+
+    expect(result).toMatchObject({ isUpdate: false, previousDocumentId: null })
+    expect(mocks.deleteDocumentById).not.toHaveBeenCalled()
+  })
+
   it('authorizes the canonical knowledge base before listing documents', async () => {
     await listKnowledgeDocuments.execute({
       principal: { kind: 'session', userId: 'user-1', sessionId: 'session-1' },
diff --git a/apps/sim/lib/knowledge/application/documents.ts b/apps/sim/lib/knowledge/application/documents.ts
index 47a35371412..c1a6961b4e3 100644
--- a/apps/sim/lib/knowledge/application/documents.ts
+++ b/apps/sim/lib/knowledge/application/documents.ts
@@ -11,6 +11,7 @@ import {
 import { authorizeWorkspaceOperation } from '@/lib/core/application'
 import { asOrchestrationError, OrchestrationError } from '@/lib/core/orchestration/types'
 import { generateRequestId } from '@/lib/core/utils/request'
+import { knowledgeAccessCondition } from '@/lib/knowledge/access/predicate'
 import { knowledgeDelegationPolicy } from '@/lib/knowledge/application/authorization'
 import { defineAuthorizedKnowledgeUseCase } from '@/lib/knowledge/application/authorized-knowledge-use-case'
 import {
@@ -660,6 +661,11 @@ export const upsertKnowledgeDocument = defineAuthorizedKnowledgeUseCase({
       userId,
       workspaceId: context.workspaceId,
     })
+    /**
+     * Only a document the caller may read counts as the one being replaced:
+     * a restricted document is neither confirmed to exist nor replaced.
+     */
+    const access = await context.access.get()
     let existingDocumentId: string | null = null
     if (input.documentId) {
       const [existing] = await db
@@ -669,7 +675,8 @@ export const upsertKnowledgeDocument = defineAuthorizedKnowledgeUseCase({
           and(
             eq(documentTable.id, input.documentId),
             eq(documentTable.knowledgeBaseId, context.knowledgeBaseId),
-            isNull(documentTable.deletedAt)
+            isNull(documentTable.deletedAt),
+            knowledgeAccessCondition(access)
           )
         )
         .limit(1)
@@ -682,7 +689,8 @@ export const upsertKnowledgeDocument = defineAuthorizedKnowledgeUseCase({
           and(
             eq(documentTable.filename, input.filename),
             eq(documentTable.knowledgeBaseId, context.knowledgeBaseId),
-            isNull(documentTable.deletedAt)
+            isNull(documentTable.deletedAt),
+            knowledgeAccessCondition(access)
           )
         )
         .limit(1)
@@ -708,18 +716,36 @@ export const upsertKnowledgeDocument = defineAuthorizedKnowledgeUseCase({
     if (!createdDocument) throw new Error('Knowledge document upsert created no document record')
     if (existingDocumentId) {
       try {
-        await deleteDocument(existingDocumentId, requestId)
+        await deleteKnowledgeDocumentInKnowledgeBase(
+          context.knowledgeBaseId,
+          existingDocumentId,
+          requestId,
+          access
+        )
       } catch (error) {
-        try {
-          await deleteDocument(createdDocument.documentId, requestId)
-        } catch (rollbackError) {
-          logger.error('Failed to remove replacement after document upsert failure', {
+        /**
+         * The previous document went away — or out of the caller's reach —
+         * between the lookup and the delete. The replacement is an ordinary
+         * upload the caller may make, so it stays.
+         */
+        if (error instanceof OrchestrationError && error.code === 'not_found') {
+          logger.warn('Document being replaced was no longer visible; keeping the replacement', {
             knowledgeBaseId: context.knowledgeBaseId,
-            documentId: createdDocument.documentId,
-            rollbackError,
+            previousDocumentId: existingDocumentId,
           })
+          existingDocumentId = null
+        } else {
+          try {
+            await deleteDocument(createdDocument.documentId, requestId)
+          } catch (rollbackError) {
+            logger.error('Failed to remove replacement after document upsert failure', {
+              knowledgeBaseId: context.knowledgeBaseId,
+              documentId: createdDocument.documentId,
+              rollbackError,
+            })
+          }
+          throw new Error('Failed to replace existing document', { cause: error })
         }
-        throw new Error('Failed to replace existing document', { cause: error })
       }
     }
     void dispatchDocumentProcessing({
diff --git a/apps/sim/lib/knowledge/application/search.test.ts b/apps/sim/lib/knowledge/application/search.test.ts
index 6070b096137..e5566f681bc 100644
--- a/apps/sim/lib/knowledge/application/search.test.ts
+++ b/apps/sim/lib/knowledge/application/search.test.ts
@@ -318,6 +318,43 @@ describe('knowledge search application use case', () => {
     })
   })
 
+  /**
+   * The provenance snapshot vouches for the name, URL, and tags; the source
+   * card's modified time and connector type only come from the access-filtered
+   * metadata read, which a provenance-bearing search must therefore still make.
+   */
+  it('keeps the source card metadata when a provenance registry is present', async () => {
+    const registry = { markIncomplete: vi.fn() }
+    const sourceModifiedAt = new Date('2026-08-20T12:00:00Z')
+    mocks.getDocumentMetadata.mockResolvedValueOnce({
+      'document-1': {
+        filename: 'guide.pdf',
+        sourceUrl: 'https://example.com/guide',
+        sourceModifiedAt,
+        connectorType: 'google_drive',
+      },
+    })
+
+    const result = await searchKnowledge.execute({
+      principal: { kind: 'session', userId: 'user-1', sessionId: 'session-1' },
+      input: {
+        workspaceId: 'workspace-1',
+        knowledgeBaseIds: ['knowledge-1'],
+        query: 'answer',
+        topK: 5,
+        resultSecretRegistry: registry as never,
+      },
+    })
+
+    expect(mocks.getDocumentMetadata).toHaveBeenCalledWith(['document-1'], expect.anything())
+    expect(result.results[0]).toMatchObject({
+      documentName: 'guide.pdf',
+      sourceUrl: 'https://example.com/guide',
+      sourceModifiedAt,
+      connectorType: 'google_drive',
+    })
+  })
+
   describe('reranker outcome reporting', () => {
     const rerankedSearch = (rerankerEnabled?: boolean, query: string | undefined = 'answer') =>
       searchKnowledge.execute({
diff --git a/apps/sim/lib/knowledge/application/search.ts b/apps/sim/lib/knowledge/application/search.ts
index e8d025cb919..ae87287303b 100644
--- a/apps/sim/lib/knowledge/application/search.ts
+++ b/apps/sim/lib/knowledge/application/search.ts
@@ -486,17 +486,21 @@ export const searchKnowledge = defineAuthorizedKnowledgeUseCase({
       })
     )
     const tagMaps = new Map(tagDefinitionEntries)
-    const basicDocumentMetadata = provenanceSnapshot
-      ? {}
-      : await getDocumentMetadataByIds(
-          rows.map((row) => row.documentId),
-          access
-        )
+    /**
+     * Always read: the provenance snapshot vouches for the name, URL, and tags
+     * a model may see, but the source card's modified time and connector type
+     * are only carried here, under the same access predicate as the search.
+     */
+    const basicDocumentMetadata = await getDocumentMetadataByIds(
+      rows.map((row) => row.documentId),
+      access
+    )
     const results = rows.map((row): KnowledgeSearchItem => {
       const metadata: Record<string, unknown> = {}
       const tagMap = tagMaps.get(row.knowledgeBaseId)
       const provenanceDocument = provenanceSnapshot?.documentMetadata[row.documentId]
-      const document = provenanceDocument ?? basicDocumentMetadata[row.documentId]
+      const basicDocument = basicDocumentMetadata[row.documentId]
+      const document = provenanceDocument ?? basicDocument
       for (const slot of ALL_TAG_SLOTS) {
         const value =
           provenanceDocument && slot.startsWith('tag')
@@ -513,10 +517,8 @@ export const searchKnowledge = defineAuthorizedKnowledgeUseCase({
         documentId: row.documentId,
         documentName: document?.filename ?? null,
         sourceUrl: document?.sourceUrl ?? null,
-        sourceModifiedAt:
-          document && 'sourceModifiedAt' in document ? (document.sourceModifiedAt ?? null) : null,
-        connectorType:
-          document && 'connectorType' in document ? (document.connectorType ?? null) : null,
+        sourceModifiedAt: basicDocument?.sourceModifiedAt ?? null,
+        connectorType: basicDocument?.connectorType ?? null,
         content: row.content,
         chunkIndex: row.chunkIndex,
         metadata,
diff --git a/apps/sim/lib/knowledge/connectors/member-observations.test.ts b/apps/sim/lib/knowledge/connectors/member-observations.test.ts
new file mode 100644
index 00000000000..85163b0e03d
--- /dev/null
+++ b/apps/sim/lib/knowledge/connectors/member-observations.test.ts
@@ -0,0 +1,90 @@
+/**
+ * @vitest-environment node
+ */
+import { dbChainMockFns, queueTableRows, resetDbChainMock, schemaMock } from '@sim/testing'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+vi.mock('@/lib/knowledge/documents/service', () => ({
+  hardDeleteDocuments: vi.fn(),
+}))
+
+import {
+  staleMemberWindowMs,
+  sweepStaleMemberObservations,
+} from '@/lib/knowledge/connectors/member-observations'
+import { MEMBER_OBSERVATION_STALE_AFTER_HOURS } from '@/lib/knowledge/connectors/sync-limits'
+
+const NOW = new Date('2026-09-01T12:00:00Z')
+const STALE_MEMBER = { id: 'm-1', connectorId: 'c-1', syncIntervalMinutes: 60 }
+
+describe('staleMemberWindowMs', () => {
+  it('is the larger of a day and two intervals', () => {
+    const day = MEMBER_OBSERVATION_STALE_AFTER_HOURS * 60 * 60 * 1000
+    expect(staleMemberWindowMs(60)).toBe(day)
+    expect(staleMemberWindowMs(0)).toBe(day)
+    expect(staleMemberWindowMs(24 * 60)).toBe(2 * 24 * 60 * 60 * 1000)
+  })
+})
+
+describe('sweepStaleMemberObservations', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+  })
+
+  it('sweeps a member that is still stale once its row is locked', async () => {
+    queueTableRows(schemaMock.knowledgeConnectorMember, [STALE_MEMBER])
+    queueTableRows(schemaMock.knowledgeConnector, [{ id: 'c-1' }])
+    queueTableRows(schemaMock.knowledgeConnectorMember, [{ id: 'm-1' }])
+    dbChainMockFns.returning
+      .mockResolvedValueOnce([{ documentId: 'd-1' }, { documentId: 'd-2' }])
+      .mockResolvedValueOnce([{ id: 'd-1' }, { id: 'd-2' }])
+      .mockResolvedValueOnce([{ id: 'd-2' }])
+
+    await expect(sweepStaleMemberObservations(NOW)).resolves.toEqual({
+      members: 1,
+      observationsRemoved: 2,
+      documentsRematerialized: 2,
+      docsTombstoned: 1,
+    })
+
+    expect(dbChainMockFns.transaction).toHaveBeenCalledOnce()
+    expect(dbChainMockFns.for).toHaveBeenNthCalledWith(1, 'share')
+    expect(dbChainMockFns.for).toHaveBeenNthCalledWith(2, 'update')
+    expect(dbChainMockFns.delete).toHaveBeenCalledWith(schemaMock.knowledgeDocumentObservation)
+    expect(dbChainMockFns.set).toHaveBeenLastCalledWith({ deletedAt: NOW })
+  })
+
+  /**
+   * A run that claimed the member between the selection and the lock moved
+   * `lastStartedAt` forward, so the re-check under `FOR UPDATE` finds nothing
+   * and the observations that run is about to write are left alone.
+   */
+  it('leaves a member that a run claimed after it was selected', async () => {
+    queueTableRows(schemaMock.knowledgeConnectorMember, [STALE_MEMBER])
+    queueTableRows(schemaMock.knowledgeConnector, [{ id: 'c-1' }])
+    queueTableRows(schemaMock.knowledgeConnectorMember, [])
+
+    await expect(sweepStaleMemberObservations(NOW)).resolves.toEqual({
+      members: 0,
+      observationsRemoved: 0,
+      documentsRematerialized: 0,
+      docsTombstoned: 0,
+    })
+
+    expect(dbChainMockFns.delete).not.toHaveBeenCalled()
+    expect(dbChainMockFns.update).not.toHaveBeenCalled()
+  })
+
+  /** A connector that left members mode after the selection no longer matches the shared lock's re-check. */
+  it('leaves a connector that left members mode after it was selected', async () => {
+    queueTableRows(schemaMock.knowledgeConnectorMember, [STALE_MEMBER])
+    queueTableRows(schemaMock.knowledgeConnector, [])
+
+    await expect(sweepStaleMemberObservations(NOW)).resolves.toMatchObject({ members: 0 })
+
+    expect(dbChainMockFns.for).toHaveBeenCalledWith('share')
+    expect(dbChainMockFns.for).not.toHaveBeenCalledWith('update')
+    expect(dbChainMockFns.delete).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/lib/knowledge/connectors/member-observations.ts b/apps/sim/lib/knowledge/connectors/member-observations.ts
index f4a2c549696..f75def9484d 100644
--- a/apps/sim/lib/knowledge/connectors/member-observations.ts
+++ b/apps/sim/lib/knowledge/connectors/member-observations.ts
@@ -26,7 +26,11 @@ import {
   MEMBER_PURGE_MAX_PER_RUN,
   MEMBER_TOMBSTONE_PURGE_DAYS,
 } from '@/lib/knowledge/connectors/sync-limits'
-import type { SyncRunLease } from '@/lib/knowledge/connectors/sync-lock'
+import {
+  connectorIsLive,
+  MEMBER_LOCKABLE_CONNECTOR_STATUSES,
+  type SyncRunLease,
+} from '@/lib/knowledge/connectors/sync-lock'
 import {
   type ConnectorSyncDeletionGuard,
   hardDeleteDocuments,
@@ -364,6 +368,30 @@ export interface StaleMemberSweepResult {
   docsTombstoned: number
 }
 
+/** How long a member's crawls may be silent before the sweep treats them as gone: `max(24 h, 2 × interval)`. */
+export function staleMemberWindowMs(syncIntervalMinutes: number): number {
+  return Math.max(
+    MEMBER_OBSERVATION_STALE_AFTER_HOURS * 60 * 60 * 1000,
+    2 * syncIntervalMinutes * 60 * 1000
+  )
+}
+
+/** The staleness a member is re-checked against once its row is locked; the same clock as the selection. */
+function memberStillStale(memberId: string, cutoff: Date) {
+  return and(
+    eq(knowledgeConnectorMember.id, memberId),
+    eq(knowledgeConnectorMember.status, 'active'),
+    or(
+      isNull(knowledgeConnectorMember.lastStartedAt),
+      lt(knowledgeConnectorMember.lastStartedAt, cutoff)
+    ),
+    or(
+      isNull(knowledgeConnectorMember.lastCompleteListingAt),
+      lt(knowledgeConnectorMember.lastCompleteListingAt, cutoff)
+    )
+  )
+}
+
 /**
  * Removes the observations of members whose crawls have stopped, so the
  * documents only they observed go dark instead of staying readable forever.
@@ -379,6 +407,14 @@ export interface StaleMemberSweepResult {
  * `MEMBER_SUSPENDED_PURGE_DAYS`. The member row survives; the next run that
  * lists for them rebuilds their observations. Purging is left to a run holding
  * the lease.
+ *
+ * Each member is swept in one transaction that first shares the connector row
+ * — which a member run holds `FOR UPDATE` while it writes and a mode switch
+ * updates when it flips — and then locks the member row, which `claimNextMember`
+ * skips while locked. Both are re-checked under those locks, so a run that
+ * claimed the member after the selection, or a switch that left members mode,
+ * makes the sweep skip rather than delete observations a run just wrote or
+ * rewrite ACLs the switch just set.
  */
 export async function sweepStaleMemberObservations(now: Date): Promise<StaleMemberSweepResult> {
   const staleWindow = sql`GREATEST(
@@ -390,6 +426,7 @@ export async function sweepStaleMemberObservations(now: Date): Promise<StaleMemb
     .select({
       id: knowledgeConnectorMember.id,
       connectorId: knowledgeConnectorMember.connectorId,
+      syncIntervalMinutes: knowledgeConnector.syncIntervalMinutes,
     })
     .from(knowledgeConnectorMember)
     .innerJoin(knowledgeConnector, eq(knowledgeConnector.id, knowledgeConnectorMember.connectorId))
@@ -397,10 +434,9 @@ export async function sweepStaleMemberObservations(now: Date): Promise<StaleMemb
       and(
         eq(knowledgeConnector.accessMode, 'members'),
         /** Only a connector that is meant to be crawling can have stopped crawling. */
-        inArray(knowledgeConnector.status, ['active', 'error']),
+        inArray(knowledgeConnector.status, MEMBER_LOCKABLE_CONNECTOR_STATUSES),
         gt(knowledgeConnector.syncIntervalMinutes, 0),
-        isNull(knowledgeConnector.archivedAt),
-        isNull(knowledgeConnector.deletedAt),
+        connectorIsLive(),
         /**
          * Only a connector that is still completing runs can have left a member
          * behind; one that is deferred, disabled, or backing off keeps every
@@ -429,36 +465,69 @@ export async function sweepStaleMemberObservations(now: Date): Promise<StaleMemb
     .limit(STALE_MEMBER_SWEEP_LIMIT)
 
   const result: StaleMemberSweepResult = {
-    members: staleMembers.length,
+    members: 0,
     observationsRemoved: 0,
     documentsRematerialized: 0,
     docsTombstoned: 0,
   }
   for (const member of staleMembers) {
-    const removed = await db
-      .delete(knowledgeDocumentObservation)
-      .where(eq(knowledgeDocumentObservation.memberId, member.id))
-      .returning({ documentId: knowledgeDocumentObservation.documentId })
-    const documentIds = removed.map((row) => row.documentId)
-    result.observationsRemoved += documentIds.length
-    result.documentsRematerialized += await materializeDocumentAcls(member.connectorId, documentIds)
-    if (documentIds.length > 0) {
-      const tombstoned = await db
-        .update(document)
-        .set({ deletedAt: now })
+    const memberCutoff = new Date(now.getTime() - staleMemberWindowMs(member.syncIntervalMinutes))
+    const swept = await db.transaction(async (tx) => {
+      const [connector] = await tx
+        .select({ id: knowledgeConnector.id })
+        .from(knowledgeConnector)
         .where(
           and(
-            inArray(document.id, documentIds),
-            eq(document.connectorId, member.connectorId),
-            eq(document.userExcluded, false),
-            isNull(document.archivedAt),
-            isNull(document.deletedAt),
-            hasNoObservation()
+            eq(knowledgeConnector.id, member.connectorId),
+            eq(knowledgeConnector.accessMode, 'members'),
+            inArray(knowledgeConnector.status, MEMBER_LOCKABLE_CONNECTOR_STATUSES),
+            ne(knowledgeConnector.memberSyncStatus, 'disabled'),
+            connectorIsLive()
           )
         )
-        .returning({ id: document.id })
-      result.docsTombstoned += tombstoned.length
-    }
+        .for('share')
+      if (!connector) return null
+      const [stale] = await tx
+        .select({ id: knowledgeConnectorMember.id })
+        .from(knowledgeConnectorMember)
+        .where(memberStillStale(member.id, memberCutoff))
+        .for('update')
+      if (!stale) return null
+
+      const removed = await tx
+        .delete(knowledgeDocumentObservation)
+        .where(eq(knowledgeDocumentObservation.memberId, member.id))
+        .returning({ documentId: knowledgeDocumentObservation.documentId })
+      const documentIds = removed.map((row) => row.documentId)
+      const rematerialized = await materializeDocumentAcls(member.connectorId, documentIds, tx)
+      const tombstoned =
+        documentIds.length === 0
+          ? []
+          : await tx
+              .update(document)
+              .set({ deletedAt: now })
+              .where(
+                and(
+                  inArray(document.id, documentIds),
+                  eq(document.connectorId, member.connectorId),
+                  eq(document.userExcluded, false),
+                  isNull(document.archivedAt),
+                  isNull(document.deletedAt),
+                  hasNoObservation()
+                )
+              )
+              .returning({ id: document.id })
+      return {
+        observationsRemoved: documentIds.length,
+        documentsRematerialized: rematerialized,
+        docsTombstoned: tombstoned.length,
+      }
+    })
+    if (!swept) continue
+    result.members += 1
+    result.observationsRemoved += swept.observationsRemoved
+    result.documentsRematerialized += swept.documentsRematerialized
+    result.docsTombstoned += swept.docsTombstoned
   }
   return result
 }
diff --git a/apps/sim/lib/knowledge/connectors/member-provisioning.ts b/apps/sim/lib/knowledge/connectors/member-provisioning.ts
index 2ce0d531d79..6d5e93a9d20 100644
--- a/apps/sim/lib/knowledge/connectors/member-provisioning.ts
+++ b/apps/sim/lib/knowledge/connectors/member-provisioning.ts
@@ -12,6 +12,7 @@ import { normalizeEmail } from '@sim/utils/string'
 import { and, eq, inArray, isNull } from 'drizzle-orm'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import {
+  CredentialGroupEnrollmentError,
   createCredentialGroupInvitationLink,
   inviteCredentialGroupEnrollment,
 } from '@/lib/credential-groups/enrollments'
@@ -174,9 +175,11 @@ export interface InviteWorkspaceMembersResult {
 /**
  * Invites every workspace member who has no enrollment in the group yet, so
  * joining the workspace is all a person has to do before connecting their
- * account. An enrollment an admin revoked is left alone. Runs inside a member
- * run: `beforeBatch` beats the run's lease between batches, and failures are
- * logged per person rather than aborting the run.
+ * account. An enrollment an admin revoked is left alone — the invitation is
+ * issued with `reject`, so a revocation that lands after the enrollments were
+ * read is refused inside the issuing transaction rather than reactivated.
+ * Runs inside a member run: `beforeBatch` beats the run's lease between
+ * batches, and failures are logged per person rather than aborting the run.
  */
 export async function inviteWorkspaceMembersToCredentialGroup(input: {
   workspaceId: string
@@ -205,7 +208,8 @@ export async function inviteWorkspaceMembersToCredentialGroup(input: {
           input.credentialGroupId,
           undefined,
           undefined,
-          email
+          email,
+          'reject'
         )
         result.invited += 1
       } catch (error) {
@@ -326,7 +330,9 @@ export async function resolveViewerConnectorMemberships(input: {
  * on demand so a workspace member never has to find the invitation email.
  * Issued without an inviter — the person is inviting themselves — and refused
  * for an enrollment an admin revoked or an account whose email is unverified,
- * which could connect but would never be granted a token.
+ * which could connect but would never be granted a token. The revocation is
+ * decided inside the issuing transaction (`reject`), so an admin who revokes
+ * between the read here and the issue is never overridden by a link.
  */
 export async function createViewerConnectorEnrollmentLink(input: {
   userId: string
@@ -346,27 +352,43 @@ export async function createViewerConnectorEnrollmentLink(input: {
     )
   }
   const email = normalizeEmail(viewer.email)
+  const revoked = new OrchestrationError(
+    'forbidden',
+    'A workspace admin removed your access to this connector'
+  )
+  if (await isEnrollmentRevoked(input.credentialGroupId, email)) throw revoked
+  try {
+    const { invitationLink } = await createCredentialGroupInvitationLink(
+      input.workspaceId,
+      input.credentialGroupId,
+      undefined,
+      email,
+      'reject'
+    )
+    return invitationLink
+  } catch (error) {
+    /** The issue refused a revocation that landed after the read above; report it as such. */
+    if (
+      error instanceof CredentialGroupEnrollmentError &&
+      error.status === 409 &&
+      (await isEnrollmentRevoked(input.credentialGroupId, email))
+    ) {
+      throw revoked
+    }
+    throw error
+  }
+}
+
+async function isEnrollmentRevoked(credentialGroupId: string, email: string): Promise<boolean> {
   const [enrollment] = await db
     .select({ status: credentialGroupEnrollment.status })
     .from(credentialGroupEnrollment)
     .where(
       and(
-        eq(credentialGroupEnrollment.credentialGroupId, input.credentialGroupId),
+        eq(credentialGroupEnrollment.credentialGroupId, credentialGroupId),
         eq(credentialGroupEnrollment.email, email)
       )
     )
     .limit(1)
-  if (enrollment?.status === 'revoked') {
-    throw new OrchestrationError(
-      'forbidden',
-      'A workspace admin removed your access to this connector'
-    )
-  }
-  const { invitationLink } = await createCredentialGroupInvitationLink(
-    input.workspaceId,
-    input.credentialGroupId,
-    undefined,
-    email
-  )
-  return invitationLink
+  return enrollment?.status === 'revoked'
 }
diff --git a/apps/sim/lib/knowledge/connectors/member-queue.test.ts b/apps/sim/lib/knowledge/connectors/member-queue.test.ts
index 024731eeb7e..68567ff7ee3 100644
--- a/apps/sim/lib/knowledge/connectors/member-queue.test.ts
+++ b/apps/sim/lib/knowledge/connectors/member-queue.test.ts
@@ -4,14 +4,24 @@
 import { dbChainMockFns, queueTableRows, resetDbChainMock, schemaMock } from '@sim/testing'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
-const { mockExecuteMemberSync, mockIsTriggerAvailable, mockTrigger, mockResolveRegion } =
-  vi.hoisted(() => ({
-    mockExecuteMemberSync: vi.fn(),
-    mockIsTriggerAvailable: vi.fn(),
-    mockTrigger: vi.fn(),
-    mockResolveRegion: vi.fn(),
-  }))
+const {
+  mockExecuteMemberSync,
+  mockIsTriggerAvailable,
+  mockTrigger,
+  mockResolveRegion,
+  mockResolveSystemBilling,
+} = vi.hoisted(() => ({
+  mockExecuteMemberSync: vi.fn(),
+  mockIsTriggerAvailable: vi.fn(),
+  mockTrigger: vi.fn(),
+  mockResolveRegion: vi.fn(),
+  mockResolveSystemBilling: vi.fn(),
+}))
 
+vi.mock('@/lib/billing/core/billing-attribution', () => ({
+  assertBillingAttributionSnapshot: (value: unknown) => value,
+  resolveSystemBillingAttribution: mockResolveSystemBilling,
+}))
 vi.mock('@/lib/knowledge/connectors/member-sync-engine', () => ({
   executeMemberSync: mockExecuteMemberSync,
 }))
@@ -24,9 +34,11 @@ vi.mock('@trigger.dev/sdk', () => ({
 }))
 vi.mock('@/lib/core/async-jobs/region', () => ({ resolveTriggerRegion: mockResolveRegion }))
 
+import { eq, inArray } from 'drizzle-orm'
 import {
   assertMemberSyncPayload,
   dispatchMemberSync,
+  dispatchMemberSyncsForCredentialOption,
   MEMBER_SYNC_TASK_ID,
 } from '@/lib/knowledge/connectors/member-queue'
 
@@ -186,6 +198,7 @@ describe('member sync queue', () => {
       queueTableRows(schemaMock.knowledgeConnector, [
         {
           accessMode: 'members',
+          status: 'active',
           memberSyncStatus: 'idle',
           syncLockToken: 'content-run',
           archivedAt: null,
@@ -209,5 +222,98 @@ describe('member sync queue', () => {
         dispatchMemberSync('c-1', { billingAttribution: BILLING, requestId: 'r-1' })
       ).rejects.toThrow('does not match connector workspace ws-2')
     })
+
+    /**
+     * The guards above the CAS read the row once; a pause or a schedule change
+     * that lands after that read is only visible to the CAS itself.
+     */
+    it('decides the connector status and the schedule inside the queue CAS', async () => {
+      const expected = new Date('2026-09-01T06:00:00Z')
+      queueTableRows(schemaMock.knowledgeConnector, [
+        { ...CONNECTOR_ROW, nextMemberSyncAt: expected },
+      ])
+      dbChainMockFns.returning.mockResolvedValueOnce([{ id: 'c-1' }])
+
+      await expect(
+        dispatchMemberSync('c-1', {
+          billingAttribution: BILLING,
+          requestId: 'r-1',
+          requireRunnable: true,
+          expectedNextMemberSyncAt: expected,
+        })
+      ).resolves.toEqual({ queued: true })
+
+      expect(vi.mocked(inArray)).toHaveBeenCalledWith(schemaMock.knowledgeConnector.status, [
+        'active',
+        'error',
+      ])
+      expect(vi.mocked(eq)).toHaveBeenCalledWith(
+        schemaMock.knowledgeConnector.nextMemberSyncAt,
+        expected
+      )
+    })
+
+    it.each([
+      [
+        'a connector paused after the read',
+        { status: 'paused', nextMemberSyncAt: new Date('2026-09-01T06:00:00Z') },
+        'Connector is paused and is not synced',
+      ],
+      [
+        'a schedule that moved after the read',
+        { status: 'active', nextMemberSyncAt: new Date('2026-09-01T07:00:00Z') },
+        'The member sync schedule changed after this run was scheduled',
+      ],
+    ])('explains a queue entry refused for %s', async (_name, current, reason) => {
+      const expected = new Date('2026-09-01T06:00:00Z')
+      queueTableRows(schemaMock.knowledgeConnector, [
+        { ...CONNECTOR_ROW, nextMemberSyncAt: expected },
+      ])
+      dbChainMockFns.returning.mockResolvedValueOnce([])
+      queueTableRows(schemaMock.knowledgeConnector, [
+        {
+          accessMode: 'members',
+          memberSyncStatus: 'idle',
+          syncLockToken: null,
+          archivedAt: null,
+          deletedAt: null,
+          ...current,
+        },
+      ])
+
+      await expect(
+        dispatchMemberSync('c-1', {
+          billingAttribution: BILLING,
+          requestId: 'r-1',
+          requireRunnable: true,
+          expectedNextMemberSyncAt: expected,
+        })
+      ).resolves.toEqual({ queued: false, reason })
+      expect(mockTrigger).not.toHaveBeenCalled()
+    })
+  })
+
+  describe('dispatchMemberSyncsForCredentialOption', () => {
+    it('keeps dispatching the remaining connectors when one hand-off throws', async () => {
+      mockResolveSystemBilling.mockResolvedValue(BILLING)
+      queueTableRows(schemaMock.knowledgeConnector, [{ id: 'c-1' }, { id: 'c-2' }])
+      queueTableRows(schemaMock.knowledgeConnector, [{ ...CONNECTOR_ROW, workspaceId: 'ws-2' }])
+      queueTableRows(schemaMock.knowledgeConnector, [CONNECTOR_ROW])
+      dbChainMockFns.returning.mockResolvedValueOnce([{ id: 'c-2' }])
+
+      await expect(
+        dispatchMemberSyncsForCredentialOption({
+          workspaceId: 'ws-1',
+          credentialGroupOptionId: 'opt-1',
+        })
+      ).resolves.toBeUndefined()
+
+      expect(mockTrigger).toHaveBeenCalledOnce()
+      expect(mockTrigger).toHaveBeenCalledWith(
+        MEMBER_SYNC_TASK_ID,
+        expect.objectContaining({ connectorId: 'c-2' }),
+        expect.any(Object)
+      )
+    })
   })
 })
diff --git a/apps/sim/lib/knowledge/connectors/member-queue.ts b/apps/sim/lib/knowledge/connectors/member-queue.ts
index 4159ad498b3..ea04f785163 100644
--- a/apps/sim/lib/knowledge/connectors/member-queue.ts
+++ b/apps/sim/lib/knowledge/connectors/member-queue.ts
@@ -17,7 +17,10 @@ import {
   SYNC_DISPATCH_FAILED_ERROR,
   type SyncDispatchResult,
 } from '@/lib/knowledge/connectors/queue'
-import { connectorIsLive } from '@/lib/knowledge/connectors/sync-lock'
+import {
+  connectorIsLive,
+  MEMBER_LOCKABLE_CONNECTOR_STATUSES,
+} from '@/lib/knowledge/connectors/sync-lock'
 import { isTriggerAvailable } from '@/lib/knowledge/documents/service'
 
 const logger = createLogger('ConnectorMemberSyncQueue')
@@ -77,9 +80,16 @@ export function assertMemberSyncPayload(value: unknown): MemberSyncPayload {
 /**
  * Takes the member-sync queue entry, mirroring `markSyncPending` over the
  * member lease columns. Refuses while the content engine holds its lock, so
- * the two engines can never be queued against one connector at once.
+ * the two engines can never be queued against one connector at once, and
+ * refuses a connector that is no longer runnable or whose schedule moved
+ * since the dispatch read it: the guards above this CAS cannot see a pause
+ * or a schedule change that lands after they ran, so the CAS is where those
+ * are decided.
  */
-async function markMemberSyncPending(connectorId: string): Promise<string | null> {
+async function markMemberSyncPending(
+  connectorId: string,
+  expectedNextMemberSyncAt: Date | undefined
+): Promise<string | null> {
   const dispatchToken = generateId()
   const now = new Date()
   const taken = await db
@@ -94,7 +104,11 @@ async function markMemberSyncPending(connectorId: string): Promise<string | null
       and(
         eq(knowledgeConnector.id, connectorId),
         eq(knowledgeConnector.accessMode, 'members'),
+        inArray(knowledgeConnector.status, MEMBER_LOCKABLE_CONNECTOR_STATUSES),
         inArray(knowledgeConnector.memberSyncStatus, QUEUEABLE_MEMBER_SYNC_STATUSES),
+        ...(expectedNextMemberSyncAt
+          ? [eq(knowledgeConnector.nextMemberSyncAt, expectedNextMemberSyncAt)]
+          : []),
         isNull(knowledgeConnector.memberSyncLockToken),
         isNull(knowledgeConnector.syncLockToken),
         connectorIsLive()
@@ -104,11 +118,16 @@ async function markMemberSyncPending(connectorId: string): Promise<string | null
   return taken.length > 0 ? dispatchToken : null
 }
 
-async function describeUnacceptedMemberSync(connectorId: string): Promise<string> {
+async function describeUnacceptedMemberSync(
+  connectorId: string,
+  expectedNextMemberSyncAt: Date | undefined
+): Promise<string> {
   const [row] = await db
     .select({
       accessMode: knowledgeConnector.accessMode,
+      status: knowledgeConnector.status,
       memberSyncStatus: knowledgeConnector.memberSyncStatus,
+      nextMemberSyncAt: knowledgeConnector.nextMemberSyncAt,
       syncLockToken: knowledgeConnector.syncLockToken,
       archivedAt: knowledgeConnector.archivedAt,
       deletedAt: knowledgeConnector.deletedAt,
@@ -119,8 +138,17 @@ async function describeUnacceptedMemberSync(connectorId: string): Promise<string
   if (!row) return 'Connector no longer exists'
   if (row.archivedAt || row.deletedAt) return 'Connector has been archived or deleted'
   if (row.accessMode !== 'members') return 'Connector no longer syncs per member'
+  if (!MEMBER_LOCKABLE_CONNECTOR_STATUSES.some((status) => status === row.status)) {
+    return `Connector is ${row.status} and is not synced`
+  }
   if (row.syncLockToken) return 'A workspace sync is still running for this connector'
   if (row.memberSyncStatus === 'disabled') return 'Member sync is disabled for this connector'
+  if (
+    expectedNextMemberSyncAt &&
+    row.nextMemberSyncAt?.getTime() !== expectedNextMemberSyncAt.getTime()
+  ) {
+    return 'The member sync schedule changed after this run was scheduled'
+  }
   return 'A member sync is already queued or running for this connector'
 }
 
@@ -266,9 +294,9 @@ export async function dispatchMemberSync(
     )
   }
 
-  const dispatchToken = await markMemberSyncPending(connectorId)
+  const dispatchToken = await markMemberSyncPending(connectorId, options.expectedNextMemberSyncAt)
   if (!dispatchToken) {
-    const reason = await describeUnacceptedMemberSync(connectorId)
+    const reason = await describeUnacceptedMemberSync(connectorId, options.expectedNextMemberSyncAt)
     logger.info('Skipping member sync dispatch: connector is not accepting a queued run', {
       connectorId,
       reason,
@@ -323,8 +351,9 @@ export async function dispatchMemberSync(
 /**
  * Queues a member run for every connector that crawls through the option a
  * member just connected, so their documents arrive within minutes rather
- * than at the next scheduled run. Best effort: a refused dispatch is logged
- * and the schedule catches up.
+ * than at the next scheduled run. Best effort: a refused or failed dispatch is
+ * logged, the remaining connectors are still queued, and the schedule catches
+ * up on whichever was not.
  */
 export async function dispatchMemberSyncsForCredentialOption(input: {
   workspaceId: string
@@ -348,11 +377,18 @@ export async function dispatchMemberSyncsForCredentialOption(input: {
   if (connectors.length === 0) return
   const billingAttribution = await resolveSystemBillingAttribution(input.workspaceId)
   for (const connector of connectors) {
-    const dispatch = await dispatchMemberSync(connector.id, { billingAttribution })
-    if (!dispatch.queued) {
-      logger.info('Member sync after a member connected was not queued', {
+    try {
+      const dispatch = await dispatchMemberSync(connector.id, { billingAttribution })
+      if (!dispatch.queued) {
+        logger.info('Member sync after a member connected was not queued', {
+          connectorId: connector.id,
+          reason: dispatch.reason,
+        })
+      }
+    } catch (error) {
+      logger.warn('Member sync after a member connected could not be dispatched', {
         connectorId: connector.id,
-        reason: dispatch.reason,
+        error: toError(error).message,
       })
     }
   }
diff --git a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
index b26cc7e853a..3d05da63d79 100644
--- a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
+++ b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
@@ -54,6 +54,7 @@ import {
 import {
   createMemberSyncLease,
   holdsMemberSyncLockToken,
+  MEMBER_LOCKABLE_CONNECTOR_STATUSES,
   SyncLockLostException,
   stillHoldsMemberSyncLock,
 } from '@/lib/knowledge/connectors/sync-lock'
@@ -438,6 +439,7 @@ async function acquireMemberSyncLock(
       and(
         eq(knowledgeConnector.id, connectorId),
         eq(knowledgeConnector.accessMode, 'members'),
+        inArray(knowledgeConnector.status, MEMBER_LOCKABLE_CONNECTOR_STATUSES),
         inArray(knowledgeConnector.memberSyncStatus, ['idle', 'pending', 'error']),
         ...(dispatchToken ? [eq(knowledgeConnector.memberSyncLockToken, dispatchToken)] : []),
         isNull(knowledgeConnector.syncLockToken),
@@ -851,6 +853,13 @@ async function listForMember(input: {
       full || !member.memberSyncedThrough
         ? undefined
         : new Date(member.memberSyncedThrough.getTime() - INCREMENTAL_OVERLAP_MS)
+    /**
+     * A listing pass has no cursor to resume from, so a page cap would relist
+     * the same first pages every run and never reach the documents behind
+     * them. The run's deadline is its only bound: a member the budget cuts off
+     * is re-armed at once (`resumable`), and one no run can finish alone
+     * backs off (`exhaustedRunAlone`) instead of being silently truncated.
+     */
     const listing = await runListingPass({
       connectorId: run.connectorId,
       connectorConfig,
@@ -860,7 +869,7 @@ async function listForMember(input: {
       beforePage: run.lease.beatIfDue,
       getAccessToken: () => input.tokens.get(member.id),
       deadlineAt: run.deadlineAt,
-      maxPages: MEMBER_SYNC_MAX_PAGES_PER_MEMBER,
+      maxPages: Number.POSITIVE_INFINITY,
     })
     const complete =
       listing.exhausted &&
@@ -1285,6 +1294,7 @@ export async function executeMemberSync(
   if (!connector) {
     const [current] = await db
       .select({
+        status: knowledgeConnector.status,
         memberSyncStatus: knowledgeConnector.memberSyncStatus,
         memberSyncLockToken: knowledgeConnector.memberSyncLockToken,
         syncLockToken: knowledgeConnector.syncLockToken,
@@ -1292,8 +1302,15 @@ export async function executeMemberSync(
       .from(knowledgeConnector)
       .where(eq(knowledgeConnector.id, connectorId))
       .limit(1)
-    if (current?.memberSyncStatus === 'disabled' || current?.syncLockToken) {
-      logger.info('Connector is not accepting member syncs, skipping', { connectorId })
+    if (
+      current?.memberSyncStatus === 'disabled' ||
+      current?.syncLockToken ||
+      (current && !MEMBER_LOCKABLE_CONNECTOR_STATUSES.some((status) => status === current.status))
+    ) {
+      logger.info('Connector is not accepting member syncs, skipping', {
+        connectorId,
+        status: current.status,
+      })
       return skipped(result, 'connector_not_syncable')
     }
     if (options.dispatchToken && current?.memberSyncLockToken !== options.dispatchToken) {
diff --git a/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts b/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts
index a1ad969ce84..ed7c1a21729 100644
--- a/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts
+++ b/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts
@@ -9,6 +9,7 @@ const NOW = new Date('2026-09-01T12:00:00Z')
 describe('resolveSourceModifiedAt', () => {
   it.each([
     ['modifiedTime', '2026-08-20T12:00:00Z'],
+    ['updatedTime', '2026-08-20T12:00:00Z'],
     ['lastModified', '2026-08-20T12:00:00.000Z'],
     ['lastModifiedDateTime', '2026-08-20T12:00:00Z'],
     ['updatedAt', '2026-08-20T12:00:00Z'],
diff --git a/apps/sim/lib/knowledge/connectors/source-modified-at.ts b/apps/sim/lib/knowledge/connectors/source-modified-at.ts
index 868d809b217..f39ac86dc61 100644
--- a/apps/sim/lib/knowledge/connectors/source-modified-at.ts
+++ b/apps/sim/lib/knowledge/connectors/source-modified-at.ts
@@ -5,6 +5,7 @@
  */
 const SOURCE_MODIFIED_AT_KEYS = [
   'modifiedTime',
+  'updatedTime',
   'lastModified',
   'lastModifiedDateTime',
   'modifiedAt',
diff --git a/apps/sim/lib/knowledge/connectors/sync-engine.test.ts b/apps/sim/lib/knowledge/connectors/sync-engine.test.ts
index 1ab922bbc5c..61ac44d2c7f 100644
--- a/apps/sim/lib/knowledge/connectors/sync-engine.test.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-engine.test.ts
@@ -713,31 +713,82 @@ describe('connector content replacement processing state', () => {
   })
 })
 
+/** The run's lease as the persistence writes see it; the condition itself is opaque to the chain mock. */
+const lease = { stillHeld: () => ({ type: 'lease' }) as never }
+
 describe('persistSkippedDocuments', () => {
   beforeEach(() => {
     vi.clearAllMocks()
     resetDbChainMock()
   })
 
+  /**
+   * The heartbeat before a batch only proves the lease was held then; the
+   * write itself re-proves it inside its transaction, so a run reclaimed in
+   * between lands nothing over its replacement's.
+   */
+  it('refuses to write once the run no longer holds its lease', async () => {
+    const { persistSkippedDocuments } = await import('@/lib/knowledge/connectors/sync-persistence')
+    const { SyncLockLostException } = await import('@/lib/knowledge/connectors/sync-lock')
+    queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb-1' }])
+    queueTableRows(schemaMock.knowledgeConnector, [])
+
+    await expect(
+      persistSkippedDocuments(
+        'kb-1',
+        'connector-1',
+        'no-tags',
+        [
+          {
+            type: 'skip',
+            extDoc: {
+              externalId: 'external-1',
+              title: 'Empty document',
+              content: '',
+              mimeType: 'text/plain',
+              contentHash: 'empty-hash',
+              skippedReason: 'Document contains no extractable text',
+            },
+          },
+        ],
+        undefined,
+        'workspace',
+        lease
+      )
+    ).rejects.toBeInstanceOf(SyncLockLostException)
+
+    expect(dbChainMockFns.for).toHaveBeenCalledWith('share')
+    expect(dbChainMockFns.values).not.toHaveBeenCalled()
+  })
+
   it('persists a new skipped document without dispatching processing', async () => {
     const { persistSkippedDocuments } = await import('@/lib/knowledge/connectors/sync-persistence')
     queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb-1' }])
+    queueTableRows(schemaMock.knowledgeConnector, [{ id: 'connector-1' }])
 
     await expect(
-      persistSkippedDocuments('kb-1', 'connector-1', 'no-tags', [
-        {
-          type: 'skip',
-          extDoc: {
-            externalId: 'external-1',
-            title: 'Empty document',
-            content: '',
-            mimeType: 'text/plain',
-            contentHash: 'empty-hash',
-            skippedReason: 'Document contains no extractable text',
-            skippedExistingDisposition: 'replace',
+      persistSkippedDocuments(
+        'kb-1',
+        'connector-1',
+        'no-tags',
+        [
+          {
+            type: 'skip',
+            extDoc: {
+              externalId: 'external-1',
+              title: 'Empty document',
+              content: '',
+              mimeType: 'text/plain',
+              contentHash: 'empty-hash',
+              skippedReason: 'Document contains no extractable text',
+              skippedExistingDisposition: 'replace',
+            },
           },
-        },
-      ])
+        ],
+        undefined,
+        'workspace',
+        lease
+      )
     ).resolves.toBe(1)
 
     expect(dbChainMockFns.values).toHaveBeenCalledWith([
@@ -756,25 +807,34 @@ describe('persistSkippedDocuments', () => {
     const { persistSkippedDocuments } = await import('@/lib/knowledge/connectors/sync-persistence')
     const oldFileUrl = '/api/files/serve/kb/old-document.txt?context=knowledge-base'
     queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb-1' }])
+    queueTableRows(schemaMock.knowledgeConnector, [{ id: 'connector-1' }])
     queueTableRows(schemaMock.document, [{ fileUrl: oldFileUrl }])
     dbChainMockFns.returning.mockResolvedValueOnce([{ id: 'doc-1' }])
 
     await expect(
-      persistSkippedDocuments('kb-1', 'connector-1', 'no-tags', [
-        {
-          type: 'skip',
-          existingId: 'doc-1',
-          extDoc: {
-            externalId: 'external-1',
-            title: 'Empty document',
-            content: '',
-            mimeType: 'text/plain',
-            contentHash: 'new-empty-hash',
-            skippedReason: 'Document contains no extractable text',
-            skippedExistingDisposition: 'replace',
+      persistSkippedDocuments(
+        'kb-1',
+        'connector-1',
+        'no-tags',
+        [
+          {
+            type: 'skip',
+            existingId: 'doc-1',
+            extDoc: {
+              externalId: 'external-1',
+              title: 'Empty document',
+              content: '',
+              mimeType: 'text/plain',
+              contentHash: 'new-empty-hash',
+              skippedReason: 'Document contains no extractable text',
+              skippedExistingDisposition: 'replace',
+            },
           },
-        },
-      ])
+        ],
+        undefined,
+        'workspace',
+        lease
+      )
     ).resolves.toBe(1)
 
     expect(dbChainMockFns.set).toHaveBeenCalledWith(
@@ -803,24 +863,33 @@ describe('persistSkippedDocuments', () => {
   it('does not delete old storage when the authoritative replacement fails', async () => {
     const { persistSkippedDocuments } = await import('@/lib/knowledge/connectors/sync-persistence')
     queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb-1' }])
+    queueTableRows(schemaMock.knowledgeConnector, [{ id: 'connector-1' }])
     queueTableRows(schemaMock.document, [])
 
     await expect(
-      persistSkippedDocuments('kb-1', 'connector-1', 'no-tags', [
-        {
-          type: 'skip',
-          existingId: 'missing-doc',
-          extDoc: {
-            externalId: 'external-1',
-            title: 'Empty document',
-            content: '',
-            mimeType: 'text/plain',
-            contentHash: 'new-empty-hash',
-            skippedReason: 'Document contains no extractable text',
-            skippedExistingDisposition: 'replace',
+      persistSkippedDocuments(
+        'kb-1',
+        'connector-1',
+        'no-tags',
+        [
+          {
+            type: 'skip',
+            existingId: 'missing-doc',
+            extDoc: {
+              externalId: 'external-1',
+              title: 'Empty document',
+              content: '',
+              mimeType: 'text/plain',
+              contentHash: 'new-empty-hash',
+              skippedReason: 'Document contains no extractable text',
+              skippedExistingDisposition: 'replace',
+            },
           },
-        },
-      ])
+        ],
+        undefined,
+        'workspace',
+        lease
+      )
     ).rejects.toThrow('Document missing-doc is no longer active')
 
     expect(mockDeleteFile).not.toHaveBeenCalled()
@@ -840,16 +909,22 @@ describe('persistSkippedRetryHashes', () => {
       '@/lib/knowledge/connectors/sync-persistence'
     )
     queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb-1' }])
+    queueTableRows(schemaMock.knowledgeConnector, [{ id: 'connector-1' }])
     dbChainMockFns.returning.mockResolvedValueOnce([{ id: 'doc-1' }])
 
     await expect(
-      persistSkippedRetryHashes('kb-1', 'connector-1', [
-        {
-          existingId: 'doc-1',
-          externalId: 'page-1',
-          contentHash: 'notion:retry:v1:page-1',
-        },
-      ])
+      persistSkippedRetryHashes(
+        'kb-1',
+        'connector-1',
+        [
+          {
+            existingId: 'doc-1',
+            externalId: 'page-1',
+            contentHash: 'notion:retry:v1:page-1',
+          },
+        ],
+        lease
+      )
     ).resolves.toEqual([])
 
     expect(dbChainMockFns.set).toHaveBeenCalledOnce()
@@ -874,21 +949,27 @@ describe('persistSkippedRetryHashes', () => {
       '@/lib/knowledge/connectors/sync-persistence'
     )
     queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb-1' }])
+    queueTableRows(schemaMock.knowledgeConnector, [{ id: 'connector-1' }])
     dbChainMockFns.returning.mockResolvedValueOnce([{ id: 'live-doc' }]).mockResolvedValueOnce([])
 
     await expect(
-      persistSkippedRetryHashes('kb-1', 'connector-1', [
-        {
-          existingId: 'live-doc',
-          externalId: 'live-page',
-          contentHash: 'notion:retry:v1:live-page',
-        },
-        {
-          existingId: 'detached-doc',
-          externalId: 'detached-page',
-          contentHash: 'notion:retry:v1:detached-page',
-        },
-      ])
+      persistSkippedRetryHashes(
+        'kb-1',
+        'connector-1',
+        [
+          {
+            existingId: 'live-doc',
+            externalId: 'live-page',
+            contentHash: 'notion:retry:v1:live-page',
+          },
+          {
+            existingId: 'detached-doc',
+            externalId: 'detached-page',
+            contentHash: 'notion:retry:v1:detached-page',
+          },
+        ],
+        lease
+      )
     ).resolves.toEqual(['detached-page'])
 
     expect(dbChainMockFns.set).toHaveBeenCalledWith({
diff --git a/apps/sim/lib/knowledge/connectors/sync-limits.ts b/apps/sim/lib/knowledge/connectors/sync-limits.ts
index 23f23a96c17..707e85e64a7 100644
--- a/apps/sim/lib/knowledge/connectors/sync-limits.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-limits.ts
@@ -113,10 +113,17 @@ export const MEMBER_SYNC_SOFT_BUDGET_SECONDS = 2700
 export const MEMBER_SYNC_STALE_LOCK_TTL_MS = MEMBER_SYNC_MAX_DURATION_SECONDS * 2 * 1000
 
 /**
- * Pages one member's listing may consume in one run. A member whose corpus
- * exceeds it is recorded as incomplete — additions are kept, removals are
- * withheld — and retried without back-off, so a single huge member can never
- * monopolise a run or silently lose access.
+ * Pages one member's change-feed pass may consume in one run. The feed's
+ * cursor is stored past every page read, so a pass the cap stops is recorded
+ * as incomplete — additions are kept, removals are withheld — and the next
+ * run continues from where it left off; a single huge feed can never
+ * monopolise a run or lose a change.
+ *
+ * Deliberately not applied to a listing pass, which has no cursor to resume
+ * from: capping it would relist the same first pages every run and never
+ * grant access to the documents behind them. A listing is bounded by the run
+ * deadline instead, and a member no run can finish alone backs off through
+ * `exhaustedRunAlone`.
  */
 export const MEMBER_SYNC_MAX_PAGES_PER_MEMBER = 200
 
diff --git a/apps/sim/lib/knowledge/connectors/sync-lock.ts b/apps/sim/lib/knowledge/connectors/sync-lock.ts
index b920124c0ee..7f71a93c376 100644
--- a/apps/sim/lib/knowledge/connectors/sync-lock.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-lock.ts
@@ -205,6 +205,16 @@ export function createContentSyncLease(connectorId: string, syncLogId: string):
   }
 }
 
+/**
+ * The connector statuses a members-mode run may be queued from or take its
+ * lease in. The same reasoning as {@link LOCKABLE_CONNECTOR_STATUSES}: the
+ * queue outlives the decision to sync, so a connector paused after its member
+ * run was dispatched still had a task in flight, and a lease CAS that ignored
+ * `status` let that task crawl a paused connector. `pending` is absent because
+ * the member lease never coexists with the content queue's entry.
+ */
+export const MEMBER_LOCKABLE_CONNECTOR_STATUSES = ['active', 'error'] as const
+
 /**
  * Ownership only, for the members-mode lease: this run still holds the
  * member-sync lock, whether or not the connector is still live. The member
diff --git a/apps/sim/lib/knowledge/connectors/sync-persistence.ts b/apps/sim/lib/knowledge/connectors/sync-persistence.ts
index 11813f3a1d6..b7532ac49aa 100644
--- a/apps/sim/lib/knowledge/connectors/sync-persistence.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-persistence.ts
@@ -9,6 +9,7 @@ import type { DbOrTx } from '@/lib/db/types'
 import { textArrayLiteral } from '@/lib/knowledge/access/predicate'
 import { EMPTY_ACL, WORKSPACE_ACL } from '@/lib/knowledge/access/tokens'
 import { resolveSourceModifiedAt } from '@/lib/knowledge/connectors/source-modified-at'
+import { SyncLockLostException, type SyncRunLease } from '@/lib/knowledge/connectors/sync-lock'
 import type { DocumentData } from '@/lib/knowledge/documents/service'
 import { StorageService } from '@/lib/uploads'
 import { buildStorageKeySegment } from '@/lib/uploads/core/storage-key'
@@ -148,6 +149,30 @@ async function isKnowledgeBaseActiveInTx(
   return rows.length > 0
 }
 
+/** The lease a document write proves before it lands, as the run that makes it holds it. */
+export type SyncWriteLease = Pick<SyncRunLease, 'stillHeld'>
+
+/**
+ * Proves, inside the write's own transaction, that the run still owns the
+ * connector. A heartbeat taken before the batch only says the lease was held
+ * then; the hydration and storage work between it and the row write can
+ * outlast the lease. The share lock keeps the scheduler's reclaim from landing
+ * until this write commits, and a row that no longer matches aborts the write
+ * instead of landing stale content over the replacement run's.
+ */
+async function assertSyncLeaseHeldInTx(
+  tx: KnowledgeBaseLockingTx,
+  connectorId: string,
+  lease: SyncWriteLease
+): Promise<void> {
+  const [held] = await tx
+    .select({ id: knowledgeConnector.id })
+    .from(knowledgeConnector)
+    .where(lease.stillHeld())
+    .for('share')
+  if (!held) throw new SyncLockLostException(connectorId)
+}
+
 /**
  * Resolves tag values from connector metadata using the connector's mapTags function.
  * Translates semantic keys returned by mapTags to actual DB slots using the
@@ -256,7 +281,8 @@ export async function persistSkippedDocuments(
     extDoc: ExternalDocument
   }>,
   sourceConfig: Record<string, unknown> | undefined,
-  access: SyncDocumentAccess
+  access: SyncDocumentAccess,
+  lease: SyncWriteLease
 ): Promise<number> {
   if (skipOps.length === 0) {
     return 0
@@ -283,6 +309,7 @@ export async function persistSkippedDocuments(
     if (!isActive) {
       throw new Error(`Knowledge base ${knowledgeBaseId} is deleted`)
     }
+    await assertSyncLeaseHeldInTx(tx, connectorId, lease)
 
     if (inserts.length > 0) {
       await tx.insert(document).values(inserts)
@@ -371,7 +398,8 @@ export async function persistSkippedDocuments(
 export async function persistSkippedRetryHashes(
   knowledgeBaseId: string,
   connectorId: string,
-  updates: Array<{ existingId: string; externalId: string; contentHash: string }>
+  updates: Array<{ existingId: string; externalId: string; contentHash: string }>,
+  lease: SyncWriteLease
 ): Promise<string[]> {
   if (updates.length === 0) return []
 
@@ -382,6 +410,7 @@ export async function persistSkippedRetryHashes(
     if (!isActive) {
       throw new Error(`Knowledge base ${knowledgeBaseId} is deleted`)
     }
+    await assertSyncLeaseHeldInTx(tx, connectorId, lease)
 
     for (const update of updates) {
       const persisted = await tx
@@ -409,7 +438,8 @@ export async function addDocument(
   extDoc: ExternalDocument,
   kbOwner: KnowledgeBaseOwner,
   sourceConfig: Record<string, unknown> | undefined,
-  access: SyncDocumentAccess
+  access: SyncDocumentAccess,
+  lease: SyncWriteLease
 ): Promise<DocumentData> {
   const documentId = generateId()
   const artifact = connectorStoredArtifact(extDoc)
@@ -437,6 +467,7 @@ export async function addDocument(
       if (!isActive) {
         throw new Error(`Knowledge base ${knowledgeBaseId} is deleted`)
       }
+      await assertSyncLeaseHeldInTx(tx, connectorId, lease)
 
       await tx.insert(document).values({
         id: documentId,
@@ -507,7 +538,8 @@ export async function updateDocument(
   extDoc: ExternalDocument,
   kbOwner: KnowledgeBaseOwner,
   sourceConfig: Record<string, unknown> | undefined,
-  access: SyncDocumentAccess
+  access: SyncDocumentAccess,
+  lease: SyncWriteLease
 ): Promise<DocumentData> {
   const existingRows = await db
     .select({ fileUrl: document.fileUrl })
@@ -543,6 +575,7 @@ export async function updateDocument(
       if (!isActive) {
         throw new Error(`Knowledge base ${knowledgeBaseId} is deleted`)
       }
+      await assertSyncLeaseHeldInTx(tx, connectorId, lease)
 
       await tx
         .update(document)
diff --git a/apps/sim/lib/knowledge/connectors/sync-primitives.ts b/apps/sim/lib/knowledge/connectors/sync-primitives.ts
index dabd90c9031..83ca0b3d566 100644
--- a/apps/sim/lib/knowledge/connectors/sync-primitives.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-primitives.ts
@@ -1495,7 +1495,7 @@ export interface ProcessDocOpsInput {
   forceRehydrate: boolean
   state: SyncRunState
   hydration: DocOpHydration
-  lease: Pick<SyncRunLease, 'beatIfDue' | 'beatLive'>
+  lease: Pick<SyncRunLease, 'beatIfDue' | 'beatLive' | 'stillHeld'>
   /** Who may read the documents this pass writes. */
   documentAccess: SyncDocumentAccess
 }
@@ -1504,7 +1504,8 @@ export interface ProcessDocOpsInput {
  * Hydrates, stores, and dispatches the pending operations in batches bounded
  * by both count and in-flight content bytes. Every failure is counted on the
  * run state rather than thrown, except a provider rate limit, which ends the
- * run so the connector backs off.
+ * run so the connector backs off, and a lost lease, which ends it so no
+ * further write lands beside the replacement run's.
  */
 export async function processDocOps(input: ProcessDocOpsInput): Promise<void> {
   const {
@@ -1645,7 +1646,8 @@ export async function processDocOps(input: ProcessDocOpsInput): Promise<void> {
 
     /**
      * Hydration above may have outlasted the lease. Nothing from this batch is
-     * written until the run proves it still owns the connector, so a run that
+     * written until the run proves it still owns the connector, and every
+     * write below proves it again inside its own transaction, so a run that
      * was replaced meanwhile cannot land stale content or queue processing
      * over the replacement's.
      */
@@ -1656,7 +1658,8 @@ export async function processDocOps(input: ProcessDocOpsInput): Promise<void> {
         const missedExternalIds = await persistSkippedRetryHashes(
           connector.knowledgeBaseId,
           connectorId,
-          skippedRetryHashUpdates
+          skippedRetryHashUpdates,
+          input.lease
         )
         if (missedExternalIds.length > 0) {
           logger.warn('Skipped retry hashes were not persisted for detached documents', {
@@ -1682,10 +1685,12 @@ export async function processDocOps(input: ProcessDocOpsInput): Promise<void> {
           connector.connectorType,
           skipOps,
           sourceConfig,
-          documentAccess
+          documentAccess,
+          input.lease
         )
         result.docsSkipped += recorded
       } catch (error) {
+        if (error instanceof SyncLockLostException) throw error
         /**
          * The source items were intentionally skipped, but failing to persist their visible
          * failed rows is an actual sync failure.
@@ -1714,7 +1719,8 @@ export async function processDocOps(input: ProcessDocOpsInput): Promise<void> {
             op.extDoc,
             kbOwner,
             sourceConfig,
-            documentAccess
+            documentAccess,
+            input.lease
           )
         }
         return updateDocument(
@@ -1725,11 +1731,18 @@ export async function processDocOps(input: ProcessDocOpsInput): Promise<void> {
           op.extDoc,
           kbOwner,
           sourceConfig,
-          documentAccess
+          documentAccess,
+          input.lease
         )
       })
     )
 
+    const leaseLost = settled.find(
+      (outcome): outcome is PromiseRejectedResult =>
+        outcome.status === 'rejected' && outcome.reason instanceof SyncLockLostException
+    )
+    if (leaseLost) throw leaseLost.reason
+
     const batchDocs: DocumentData[] = []
     for (let j = 0; j < settled.length; j++) {
       const outcome = settled[j]
diff --git a/apps/sim/lib/knowledge/documents/service.ts b/apps/sim/lib/knowledge/documents/service.ts
index 9cedc591da5..75566c4ae4b 100644
--- a/apps/sim/lib/knowledge/documents/service.ts
+++ b/apps/sim/lib/knowledge/documents/service.ts
@@ -3669,10 +3669,17 @@ async function excludeConnectorDocuments(
   return updated.length
 }
 
+/**
+ * Deletes documents by their lifecycle: connector-owned ones are excluded,
+ * uploads are hard deleted. `access`, when given, is applied to the selection
+ * and to every write, so a document the caller stopped being able to read
+ * after they looked it up is left alone rather than deleted on a stale view.
+ */
 async function deleteDocumentsByLifecyclePolicy(
   documentIds: string[],
   requestId: string,
-  expectedKnowledgeBaseId?: string
+  expectedKnowledgeBaseId?: string,
+  access?: KnowledgeAccessScope
 ): Promise<number> {
   const ids = [...new Set(documentIds)]
   if (ids.length === 0) {
@@ -3692,7 +3699,8 @@ async function deleteDocumentsByLifecyclePolicy(
             eq(document.knowledgeBaseId, expectedKnowledgeBaseId),
             eq(document.userExcluded, false),
             isNull(document.archivedAt),
-            isNull(document.deletedAt)
+            isNull(document.deletedAt),
+            access ? knowledgeAccessCondition(access) : undefined
           )
         : inArray(document.id, ids)
     )
@@ -3702,9 +3710,21 @@ async function deleteDocumentsByLifecyclePolicy(
 
   const [excludedCount, hardDeletedCount] = await Promise.all([
     expectedKnowledgeBaseId
-      ? excludeConnectorKnowledgeDocuments(expectedKnowledgeBaseId, connectorBackedIds, requestId)
+      ? excludeConnectorKnowledgeDocuments(
+          expectedKnowledgeBaseId,
+          connectorBackedIds,
+          requestId,
+          access
+        )
       : excludeConnectorDocuments(connectorBackedIds, requestId),
-    hardDeleteDocuments(hardDeleteIds, requestId, undefined, expectedKnowledgeBaseId),
+    hardDeleteDocuments(
+      hardDeleteIds,
+      requestId,
+      undefined,
+      expectedKnowledgeBaseId,
+      undefined,
+      access
+    ),
   ])
 
   return excludedCount + hardDeletedCount
@@ -3756,7 +3776,9 @@ export async function hardDeleteDocuments(
    */
   expectedConnectorId?: string,
   expectedKnowledgeBaseId?: string,
-  connectorSyncGuard?: ConnectorSyncDeletionGuard
+  connectorSyncGuard?: ConnectorSyncDeletionGuard,
+  /** When provided, only documents the caller may currently read are deleted, re-verified at the delete itself. */
+  access?: KnowledgeAccessScope
 ): Promise<number> {
   const ids = [...new Set(documentIds)]
   if (ids.length === 0) {
@@ -3770,7 +3792,8 @@ export async function hardDeleteDocuments(
       requestId,
       expectedConnectorId,
       expectedKnowledgeBaseId,
-      connectorSyncGuard
+      connectorSyncGuard,
+      access
     )
   }
   return deletedCount
@@ -3785,13 +3808,15 @@ async function hardDeleteDocumentBatch(
   requestId: string,
   expectedConnectorId?: string,
   expectedKnowledgeBaseId?: string,
-  connectorSyncGuard?: ConnectorSyncDeletionGuard
+  connectorSyncGuard?: ConnectorSyncDeletionGuard,
+  access?: KnowledgeAccessScope
 ): Promise<number> {
   const ids = [...new Set(documentIds)]
   const scopedConnectorId = connectorSyncGuard?.connectorId ?? expectedConnectorId
   const scopedKnowledgeBaseId = connectorSyncGuard?.knowledgeBaseId ?? expectedKnowledgeBaseId
   const requireEligibleDocument = Boolean(expectedKnowledgeBaseId || connectorSyncGuard)
   const requireVisibleDocument = Boolean(expectedKnowledgeBaseId && !connectorSyncGuard)
+  const accessCondition = access ? knowledgeAccessCondition(access) : undefined
   const documentsToDelete = await db
     .select({
       id: document.id,
@@ -3812,7 +3837,8 @@ async function hardDeleteDocumentBatch(
         scopedKnowledgeBaseId ? eq(document.knowledgeBaseId, scopedKnowledgeBaseId) : undefined,
         requireEligibleDocument ? eq(document.userExcluded, false) : undefined,
         requireEligibleDocument ? isNull(document.archivedAt) : undefined,
-        requireVisibleDocument ? isNull(document.deletedAt) : undefined
+        requireVisibleDocument ? isNull(document.deletedAt) : undefined,
+        accessCondition
       )
     )
 
@@ -3924,7 +3950,7 @@ async function hardDeleteDocumentBatch(
      * ID set rather than the stale `existingIds`.
      */
     const stillTargetedIds =
-      scopedConnectorId || scopedKnowledgeBaseId
+      scopedConnectorId || scopedKnowledgeBaseId || accessCondition
         ? (
             await tx
               .select({ id: document.id })
@@ -3938,7 +3964,8 @@ async function hardDeleteDocumentBatch(
                     : undefined,
                   requireEligibleDocument ? eq(document.userExcluded, false) : undefined,
                   requireEligibleDocument ? isNull(document.archivedAt) : undefined,
-                  requireVisibleDocument ? isNull(document.deletedAt) : undefined
+                  requireVisibleDocument ? isNull(document.deletedAt) : undefined,
+                  accessCondition
                 )
               )
               .orderBy(asc(document.id))
@@ -4011,7 +4038,11 @@ export async function deleteDocument(
   }
 }
 
-/** Deletes one currently visible document within its canonical knowledge base. */
+/**
+ * Deletes one currently visible document within its canonical knowledge base.
+ * The caller's access is re-applied at the delete itself, so a token member
+ * sync revokes between the lookup and the write cannot still delete.
+ */
 export async function deleteKnowledgeDocumentInKnowledgeBase(
   knowledgeBaseId: string,
   documentId: string,
@@ -4020,14 +4051,20 @@ export async function deleteKnowledgeDocumentInKnowledgeBase(
 ): Promise<void> {
   const current = await getKnowledgeDocument(knowledgeBaseId, documentId, access)
   if (!current) throw new OrchestrationError('not_found', 'Document not found')
-  const affected = await deleteDocumentsByLifecyclePolicy([documentId], requestId, knowledgeBaseId)
+  const affected = await deleteDocumentsByLifecyclePolicy(
+    [documentId],
+    requestId,
+    knowledgeBaseId,
+    access
+  )
   if (affected !== 1) throw new OrchestrationError('not_found', 'Document not found')
 }
 
 async function excludeConnectorKnowledgeDocuments(
   knowledgeBaseId: string,
   documentIds: string[],
-  requestId: string
+  requestId: string,
+  access?: KnowledgeAccessScope
 ): Promise<number> {
   if (documentIds.length === 0) return 0
   const updated = await db
@@ -4040,7 +4077,8 @@ async function excludeConnectorKnowledgeDocuments(
         isNotNull(document.connectorId),
         eq(document.userExcluded, false),
         isNull(document.archivedAt),
-        isNull(document.deletedAt)
+        isNull(document.deletedAt),
+        access ? knowledgeAccessCondition(access) : undefined
       )
     )
     .returning({ id: document.id })

From 884681bb1627535e96d6df3acade1f5f1f914e55 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 02:07:05 -0700
Subject: [PATCH 40/76] fix(knowledge): resolve Sim Search review findings

- Sim Search connect: the first connect of a source requires a workspace
  admin and refuses everyone else with the way forward; per-member
  availability is checked before anything is created; creation runs under
  a per-workspace advisory lock with a re-check; the route forwards the
  source's setup fields
- Connector access switch: workspace mode requires credentialId in the
  contract and the credential must belong to the connector's provider
- Base64 hydration reads knowledge-base files as the run's principal
- Search surfaces gate on the workspace's per-member access flag; search
  results skip legacy personal bases, surface list errors, and report
  indexing across every per-member connector
- Enrollment hook: explicit copy for failed/disabled member sync, awaited
  connections are dropped once connected, each path clears the other's
  error; Search mode keeps its query in an existing chat and keeps its
  context chips diffable; citation labels are Markdown-escaped; an access
  switch also refetches per-document caches
---
 .../api/knowledge/sim-search/connect/route.ts |   6 +-
 .../app/api/workflows/[id]/execute/route.ts   |   3 +
 .../knowledge-search-results.tsx              |  42 ++-
 .../components/chat-content/chat-content.tsx  |  11 +-
 .../mothership-chat/mothership-chat.tsx       |   8 +
 .../search-sources/search-sources.tsx         |  34 ++-
 .../home/components/user-input/user-input.tsx |   7 +-
 .../app/workspace/[workspaceId]/home/home.tsx |   2 +
 .../[workspaceId]/search/search.test.tsx      |  21 +-
 .../workspace/[workspaceId]/search/search.tsx |  44 +++-
 apps/sim/executor/execution/block-executor.ts |   1 +
 .../executor/handlers/agent/agent-handler.ts  |   1 +
 .../resolvers/reference-async.server.ts       |   1 +
 .../executor/variables/resolvers/reference.ts |   3 +
 apps/sim/hooks/queries/kb/connectors.ts       |   4 +-
 apps/sim/hooks/use-member-enrollment.ts       |  35 ++-
 .../contracts/knowledge/connectors.test.ts    |   6 +
 .../lib/api/contracts/knowledge/connectors.ts |   7 +
 .../knowledge/application/connector-access.ts |  26 +-
 .../lib/knowledge/application/connectors.ts   |  20 ++
 .../lib/knowledge/application/operations.ts   |   7 +-
 .../knowledge/application/sim-search.test.ts  | 246 ++++++++++++++++++
 .../lib/knowledge/application/sim-search.ts   | 147 ++++++++---
 .../utils/user-file-base64.server.test.ts     |  90 +++++--
 .../uploads/utils/user-file-base64.server.ts  |  10 +
 .../lib/workflows/executor/execute-service.ts |   2 +
 apps/sim/lib/workflows/streaming/streaming.ts |   7 +
 27 files changed, 675 insertions(+), 116 deletions(-)
 create mode 100644 apps/sim/lib/knowledge/application/sim-search.test.ts

diff --git a/apps/sim/app/api/knowledge/sim-search/connect/route.ts b/apps/sim/app/api/knowledge/sim-search/connect/route.ts
index cc842ee90a0..c13ebd49c16 100644
--- a/apps/sim/app/api/knowledge/sim-search/connect/route.ts
+++ b/apps/sim/app/api/knowledge/sim-search/connect/route.ts
@@ -14,7 +14,11 @@ export const POST = defineInternalJsonRoute({
   operation: knowledgeOperations.simSearchConnect,
   rateLimit: internalRateLimits.none({ reason: 'One click per source; mints a single-use link' }),
   errorPolicy: internalKnowledgeErrorPolicies.connectors,
-  mapInput: ({ body }) => ({ workspaceId: body.workspaceId, connectorType: body.connectorType }),
+  mapInput: ({ body }) => ({
+    workspaceId: body.workspaceId,
+    connectorType: body.connectorType,
+    sourceConfig: body.sourceConfig,
+  }),
   useCase: connectSimSearchConnector,
   present: (result) => ({ success: true as const, data: result }),
 })
diff --git a/apps/sim/app/api/workflows/[id]/execute/route.ts b/apps/sim/app/api/workflows/[id]/execute/route.ts
index 53e07eb7e1d..2d99b7a7a7f 100644
--- a/apps/sim/app/api/workflows/[id]/execute/route.ts
+++ b/apps/sim/app/api/workflows/[id]/execute/route.ts
@@ -1497,6 +1497,7 @@ async function handleExecutePost(
                 fileKeys: outputFileKeys,
                 allowLargeValueWorkflowScope,
                 userId: actorUserId,
+                principal: executionPrincipal,
                 maxBytes: base64MaxBytes,
                 preserveLargeValueMetadata: true,
               })) as NormalizedBlockOutput)
@@ -1701,6 +1702,7 @@ async function handleExecutePost(
         workspaceId,
         workflowId,
         userId: actorUserId,
+        principal: executionPrincipal,
         allowLargeValueWorkflowScope,
         requestSignal: req.signal,
         requestHeaders: req.headers,
@@ -2303,6 +2305,7 @@ async function handleExecutePost(
                 fileKeys: outputFileKeys,
                 allowLargeValueWorkflowScope,
                 userId: actorUserId,
+                principal: executionPrincipal,
                 maxBytes: base64MaxBytes,
                 preserveLargeValueMetadata: true,
               })
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
index 5f5b608dbcc..2687438dbe9 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
@@ -5,10 +5,7 @@ import { Button, Chip } from '@sim/emcn'
 import type { WorkspaceKnowledgeSearchResult } from '@/lib/api/contracts/knowledge'
 import { SourceCard } from '@/app/workspace/[workspaceId]/home/components/message-content/components/source-card'
 import type { SourceTagData } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
-import {
-  isIndexing,
-  simSearchConnectionsByType,
-} from '@/app/workspace/[workspaceId]/home/components/search-sources'
+import { isIndexing } from '@/app/workspace/[workspaceId]/home/components/search-sources'
 import { CONNECTOR_META_REGISTRY } from '@/connectors/registry'
 import { useWorkspaceMemberConnectors } from '@/hooks/queries/kb/connectors'
 import { useKnowledgeBasesQuery, useWorkspaceKnowledgeSearch } from '@/hooks/queries/kb/knowledge'
@@ -112,10 +109,22 @@ export function KnowledgeSearchResults({
   onSummarize,
   onAnswer,
 }: KnowledgeSearchResultsProps) {
-  const { data: knowledgeBases = [], isPending: basesPending } = useKnowledgeBasesQuery(workspaceId)
+  const {
+    data: knowledgeBases = [],
+    isPending: basesPending,
+    error: basesError,
+  } = useKnowledgeBasesQuery(workspaceId)
+  /**
+   * The list also carries the viewer's legacy personal bases, which have no
+   * workspace; a search names one workspace and refuses a base outside it.
+   */
   const knowledgeBaseIds = useMemo(
-    () => knowledgeBases.slice(0, MAX_SEARCHED_KNOWLEDGE_BASES).map((kb) => kb.id),
-    [knowledgeBases]
+    () =>
+      knowledgeBases
+        .filter((kb) => kb.workspaceId === workspaceId)
+        .slice(0, MAX_SEARCHED_KNOWLEDGE_BASES)
+        .map((kb) => kb.id),
+    [knowledgeBases, workspaceId]
   )
   const {
     data: results,
@@ -124,11 +133,15 @@ export function KnowledgeSearchResults({
     error,
   } = useWorkspaceKnowledgeSearch(workspaceId, knowledgeBaseIds, query)
   const { data: memberConnectors = [] } = useWorkspaceMemberConnectors(workspaceId)
+  /** Every per-member connector still indexing for the viewer, in any base the search spans. */
   const indexing = useMemo(
-    () =>
-      [...simSearchConnectionsByType(memberConnectors).values()]
-        .filter(isIndexing)
-        .map((connection) => connectorName(connection.connectorType)),
+    () => [
+      ...new Set(
+        memberConnectors
+          .filter(isIndexing)
+          .map((connection) => connectorName(connection.connectorType))
+      ),
+    ],
     [memberConnectors]
   )
   const documents = useMemo(() => groupResultsByDocument(results ?? []), [results])
@@ -153,6 +166,10 @@ export function KnowledgeSearchResults({
     })
   }, [documents, showFilters, sourceFilter, updatedFilter])
 
+  const failure = basesError ?? error
+  if (failure) {
+    return <p className='px-2 py-3 text-[var(--text-error)] text-small'>{failure.message}</p>
+  }
   if (!basesPending && knowledgeBaseIds.length === 0) {
     return (
       <p className='px-2 py-3 text-[var(--text-muted)] text-small'>
@@ -160,9 +177,6 @@ export function KnowledgeSearchResults({
       </p>
     )
   }
-  if (error) {
-    return <p className='px-2 py-3 text-[var(--text-error)] text-small'>{error.message}</p>
-  }
   if (isPending || (isFetching && !results)) {
     return <p className='px-2 py-3 text-[var(--text-muted)] text-small'>Searching…</p>
   }
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/chat-content.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/chat-content.tsx
index 03ccd3c54e0..d75aedac99f 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/chat-content.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/chat-content/chat-content.tsx
@@ -154,6 +154,15 @@ function SourceReference({ index, children }: SourceReferenceProps) {
   return <SourceChip source={source} />
 }
 
+/**
+ * A source's name as a Markdown link label. A site name or knowledge-base
+ * name is free text: an unescaped `]` would end the label early and a `*` or
+ * `_` would style it, so the delimiters are backslash-escaped.
+ */
+function escapeLinkLabel(label: string): string {
+  return label.replace(/[\\[\]*_`<>]/g, '\\$&')
+}
+
 function appendInlineReferenceMarkdown(
   currentMarkdown: string,
   referenceMarkdown: string,
@@ -659,7 +668,7 @@ function ChatContentInner({
       if (pendingMarkdown && !/\s$/.test(pendingMarkdown)) pendingMarkdown += ' '
       pendingMarkdown = appendInlineReferenceMarkdown(
         pendingMarkdown,
-        `[${sourceLabel(s.data)}](<${SOURCE_LINK_PREFIX}${sourceIndex++}>)`,
+        `[${escapeLinkLabel(sourceLabel(s.data))}](<${SOURCE_LINK_PREFIX}${sourceIndex++}>)`,
         nextSegment
       )
     } else if (s.type === 'thinking') {
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx
index 9449cb13d7d..5f4ece490d4 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx
@@ -70,6 +70,10 @@ interface MothershipChatProps {
     fileAttachments?: FileAttachmentForApi[],
     contexts?: ChatContext[]
   ) => void
+  /** Off in Search mode, where the query stays put so the person can refine it. */
+  clearOnSubmit?: boolean
+  /** Fires when the composer's text goes from something to nothing. */
+  onCleared?: () => void
   onStopGeneration: () => void
   messageQueue: QueuedMessage[]
   editingQueuedId: string | null
@@ -320,6 +324,8 @@ export function MothershipChat({
   isReconnecting = false,
   isLoading = false,
   onSubmit,
+  clearOnSubmit,
+  onCleared,
   onStopGeneration,
   messageQueue,
   editingQueuedId,
@@ -838,6 +844,8 @@ export function MothershipChat({
               key={draftScopeKey}
               ref={userInputRef}
               onSubmit={onSubmit}
+              clearOnSubmit={clearOnSubmit}
+              onCleared={onCleared}
               isSending={isStreamActive}
               onStopGeneration={onStopGeneration}
               isInitialView={false}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
index 658f2e101c4..7446053dd75 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
@@ -12,6 +12,7 @@ import {
   SIM_SEARCH_KNOWLEDGE_BASE_NAME,
 } from '@/lib/sim-search/connectors'
 import { SourceSetupModal } from '@/app/workspace/[workspaceId]/home/components/search-sources/source-setup-modal'
+import { useWorkspaceHostContext } from '@/app/workspace/[workspaceId]/providers/workspace-host-provider'
 import { BrandIcon } from '@/blocks/brand-icon'
 import {
   memberConnectorKeys,
@@ -22,6 +23,7 @@ import { CONNECTABLE_MEMBERSHIPS, useMemberEnrollment } from '@/hooks/use-member
 import { usePermissionConfig } from '@/hooks/use-permission-config'
 
 const EMPTY_MEMBER_CONNECTORS: WorkspaceMemberConnector[] = []
+const MEMBER_ACCESS_UNAVAILABLE = 'Per-member access is not available in this workspace'
 
 /** The sources a person can connect themselves, alphabetical. */
 const PERSONAL_SEARCH_CONNECTORS = SEARCH_CONNECTORS.filter((connector) =>
@@ -81,7 +83,8 @@ function sourceState(
 interface SourceChipProps {
   connector: SearchConnector
   connection: WorkspaceMemberConnector | undefined
-  unavailable: boolean
+  /** Why the source cannot be connected here, shown as the chip's title; null when it can. */
+  unavailableReason: string | null
   waiting: boolean
   disabled: boolean
   onConnect: () => void
@@ -90,22 +93,21 @@ interface SourceChipProps {
 function SourceChip({
   connector,
   connection,
-  unavailable,
+  unavailableReason,
   waiting,
   disabled,
   onConnect,
 }: SourceChipProps) {
   const state = sourceState(connection, waiting)
   const connected = connection?.viewerMembership === 'connected'
+  const unavailable = unavailableReason !== null
   const actionable =
     !unavailable &&
     !waiting &&
     (!connection || CONNECTABLE_MEMBERSHIPS.has(connection.viewerMembership))
-  const title = unavailable
-    ? `${connector.meta.name} is unavailable in this deployment`
-    : connected
-      ? `${connector.meta.name}: ${state}`
-      : `Connect ${connector.meta.name}`
+  const title =
+    unavailableReason ??
+    (connected ? `${connector.meta.name}: ${state}` : `Connect ${connector.meta.name}`)
   return (
     <Chip
       shape='round'
@@ -138,8 +140,15 @@ interface SearchSourcesProps {
  */
 export function SearchSources({ workspaceId }: SearchSourcesProps) {
   const { integrationAvailability } = usePermissionConfig()
-  const { data: memberConnectors = EMPTY_MEMBER_CONNECTORS } =
-    useWorkspaceMemberConnectors(workspaceId)
+  const { features } = useWorkspaceHostContext()
+  /**
+   * Judged by the workspace, as the server judges it: with per-member access
+   * off, a connect is refused, so the chips say so instead of offering one.
+   */
+  const memberAccessAvailable = features?.knowledgeMemberAccess === true
+  const { data: memberConnectors = EMPTY_MEMBER_CONNECTORS } = useWorkspaceMemberConnectors(
+    memberAccessAvailable ? workspaceId : undefined
+  )
   const connectionByType = useMemo(
     () => simSearchConnectionsByType(memberConnectors),
     [memberConnectors]
@@ -187,12 +196,17 @@ export function SearchSources({ workspaceId }: SearchSourcesProps) {
       <div className='flex flex-wrap gap-1.5'>
         {ordered.map((connector) => {
           const connection = connectionByType.get(connector.type)
+          const unavailableReason = !isSearchConnectorAvailable(connector, integrationAvailability)
+            ? `${connector.meta.name} is unavailable in this deployment`
+            : memberAccessAvailable
+              ? null
+              : MEMBER_ACCESS_UNAVAILABLE
           return (
             <SourceChip
               key={connector.type}
               connector={connector}
               connection={connection}
-              unavailable={!isSearchConnectorAvailable(connector, integrationAvailability)}
+              unavailableReason={unavailableReason}
               waiting={connection ? isAwaiting(connection.connectorId) : false}
               disabled={isPending}
               onConnect={() => startConnect(connector)}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
index ba71adcec1a..b7f833cd588 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
@@ -579,10 +579,15 @@ const UserInputImpl = forwardRef<UserInputHandle, UserInputProps>(function UserI
       if (draftScopeKeyRef.current) {
         useMothershipDraftsStore.getState().clearDraft(draftScopeKeyRef.current)
       }
+      /**
+       * The chips are gone with the text, and clearing is not a removal to
+       * report. A composer that keeps its text (Search mode) keeps its chips
+       * too, so the diff base stays in step with what is still selected.
+       */
+      prevSelectedContextsRef.current = []
     }
     resetTranscript()
     currentFiles.clearAttachedFiles()
-    prevSelectedContextsRef.current = []
   }, [onSubmit, resetTranscript])
 
   /**
diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index e9c5b35777e..13527b2e5dd 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -736,6 +736,8 @@ export function Home({ chatId, userName, userId }: HomeProps) {
             isReconnecting={isReconnecting}
             isLoading={showChatSkeleton}
             onSubmit={handleSubmit}
+            clearOnSubmit={composerMode !== 'search'}
+            onCleared={clearSearch}
             onStopGeneration={handleStopGeneration}
             messageQueue={messageQueue}
             editingQueuedId={editingQueuedId}
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx b/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
index 24a689f2210..347bd2e6a22 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
@@ -5,14 +5,18 @@ import { act } from 'react'
 import { createRoot, type Root } from 'react-dom/client'
 import { afterEach, describe, expect, it, vi } from 'vitest'
 
-const { mockConnect, mockConnectSource } = vi.hoisted(() => ({
+const { mockConnect, mockConnectSource, mockFeatures } = vi.hoisted(() => ({
   mockConnect: vi.fn(),
   mockConnectSource: vi.fn(),
+  mockFeatures: vi.fn(),
 }))
 
 vi.mock('next/navigation', () => ({
   useParams: () => ({ workspaceId: 'workspace-1' }),
 }))
+vi.mock('@/app/workspace/[workspaceId]/providers/workspace-host-provider', () => ({
+  useWorkspaceHostContext: () => ({ features: mockFeatures() }),
+}))
 vi.mock('nuqs', () => ({
   useQueryState: () => ['', vi.fn()],
 }))
@@ -127,7 +131,8 @@ import { Search } from '@/app/workspace/[workspaceId]/search/search'
 let root: Root | null = null
 let container: HTMLDivElement | null = null
 
-function mount() {
+function mount(features: { knowledgeMemberAccess?: boolean } = { knowledgeMemberAccess: true }) {
+  mockFeatures.mockReturnValue({ credentialGroups: true, ...features })
   ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
   container = document.createElement('div')
   document.body.appendChild(container)
@@ -178,4 +183,16 @@ describe('Search', () => {
     expect(mockConnect).toHaveBeenCalledWith('kb-sales', 'conn-sales-drive')
     expect(mockConnectSource).not.toHaveBeenCalled()
   })
+
+  it('offers no connection while per-member access is unavailable in the workspace', () => {
+    mount({ knowledgeMemberAccess: false })
+
+    expect(sectionLabels()).toEqual(['Sim Search Connectors'])
+    const text = container?.textContent ?? ''
+    expect(text).toContain(
+      'Per-member access is not available in this workspace. Contact your administrator.'
+    )
+    expect(text).not.toContain('Connected · 12 documents')
+    expect(buttons().find((button) => button.textContent === 'Connect')).toBeUndefined()
+  })
 })
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search.tsx b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
index 1303e258856..34009c338f6 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/search.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
@@ -18,6 +18,7 @@ import { SourceSetupModal } from '@/app/workspace/[workspaceId]/home/components/
 import { IntegrationSection } from '@/app/workspace/[workspaceId]/integrations/components/integration-section'
 import { IntegrationTile } from '@/app/workspace/[workspaceId]/integrations/components/integrations-showcase'
 import { useScrollRestoration } from '@/app/workspace/[workspaceId]/integrations/hooks/use-scroll-restoration'
+import { useWorkspaceHostContext } from '@/app/workspace/[workspaceId]/providers/workspace-host-provider'
 import {
   MemberConnectorsSection,
   memberConnectorName,
@@ -46,6 +47,8 @@ const EMPTY_MEMBER_CONNECTORS: WorkspaceMemberConnector[] = []
 const CONNECTORS_LABEL = 'Sim Search Connectors'
 const NEEDS_KNOWLEDGE_BASE_SETUP = 'Set up by a workspace admin from a knowledge base.'
 const UNAVAILABLE = 'Unavailable in this deployment. Contact your administrator.'
+const MEMBER_ACCESS_UNAVAILABLE =
+  'Per-member access is not available in this workspace. Contact your administrator.'
 
 /** What a source row says once the viewer's own indexing has settled. */
 function connectedDescription(connector: WorkspaceMemberConnector): string {
@@ -57,7 +60,8 @@ interface SourceRowProps {
   connector: SearchConnector
   /** The Sim Search per-member connector for this source, once anyone has connected it. */
   connection: WorkspaceMemberConnector | undefined
-  unavailable: boolean
+  /** Why the source cannot be connected here, shown in place of its state; null when it can. */
+  unavailableReason: string | null
   waiting: boolean
   isPending: boolean
   onConnect: () => void
@@ -72,11 +76,12 @@ interface SourceRowProps {
 function SourceRow({
   connector,
   connection,
-  unavailable,
+  unavailableReason,
   waiting,
   isPending,
   onConnect,
 }: SourceRowProps) {
+  const unavailable = unavailableReason !== null
   const personal = canConnectPersonally(connector.meta)
   const membership = connection?.viewerMembership
   const state = connection
@@ -89,7 +94,7 @@ function SourceRow({
     : waiting
       ? `Finish connecting your ${connector.meta.name} account in the other tab.`
       : connector.meta.description
-  const description = unavailable ? UNAVAILABLE : personal ? state : NEEDS_KNOWLEDGE_BASE_SETUP
+  const description = unavailableReason ?? (personal ? state : NEEDS_KNOWLEDGE_BASE_SETUP)
   const connectable =
     !unavailable && personal && (!membership || CONNECTABLE_MEMBERSHIPS.has(membership))
   return (
@@ -123,6 +128,13 @@ export function Search() {
   const params = useParams()
   const workspaceId = (params?.workspaceId as string) || ''
   const { integrationAvailability } = usePermissionConfig()
+  const { features } = useWorkspaceHostContext()
+  /**
+   * Judged by the workspace, as the server judges it: with per-member access
+   * off, every connect is refused, so the rows say so instead of offering
+   * one and the memberships are not fetched.
+   */
+  const memberAccessAvailable = features?.knowledgeMemberAccess === true
 
   const [searchTerm, setSearchTermParam] = useQueryState(connectorSearchParam.key, {
     ...connectorSearchParam.parser,
@@ -136,8 +148,10 @@ export function Search() {
   const setSearchTerm = useDebouncedSearchSetter(setSearchTermParam)
 
   const { data: memberConnectors = EMPTY_MEMBER_CONNECTORS, isPending: connectionsPending } =
-    useWorkspaceMemberConnectors(workspaceId)
-  useScrollRestoration(scrollContainerRef, { ready: !connectionsPending })
+    useWorkspaceMemberConnectors(memberAccessAvailable ? workspaceId : undefined)
+  useScrollRestoration(scrollContainerRef, {
+    ready: !memberAccessAvailable || !connectionsPending,
+  })
 
   /** The Sim Search connection per source; other knowledge bases' connectors keep their own section. */
   const { connectionByType, sharedConnectors } = useMemo(() => {
@@ -212,12 +226,20 @@ export function Search() {
               <IntegrationSection label={CONNECTORS_LABEL}>
                 {visibleConnectors.map((connector) => {
                   const connection = connectionByType.get(connector.type)
+                  const unavailableReason = !isSearchConnectorAvailable(
+                    connector,
+                    integrationAvailability
+                  )
+                    ? UNAVAILABLE
+                    : memberAccessAvailable
+                      ? null
+                      : MEMBER_ACCESS_UNAVAILABLE
                   return (
                     <SourceRow
                       key={connector.type}
                       connector={connector}
                       connection={connection}
-                      unavailable={!isSearchConnectorAvailable(connector, integrationAvailability)}
+                      unavailableReason={unavailableReason}
                       waiting={connection ? isAwaiting(connection.connectorId) : false}
                       isPending={isPending}
                       onConnect={() =>
@@ -233,10 +255,12 @@ export function Search() {
               </IntegrationSection>
             )}
 
-            <MemberConnectorsSection
-              workspaceId={workspaceId}
-              connectors={visibleSharedConnectors}
-            />
+            {memberAccessAvailable && (
+              <MemberConnectorsSection
+                workspaceId={workspaceId}
+                connectors={visibleSharedConnectors}
+              />
+            )}
 
             {error && <p className='text-[var(--text-error)] text-caption'>{error}</p>}
             {setupConnector && (
diff --git a/apps/sim/executor/execution/block-executor.ts b/apps/sim/executor/execution/block-executor.ts
index be84046151a..744f6b63123 100644
--- a/apps/sim/executor/execution/block-executor.ts
+++ b/apps/sim/executor/execution/block-executor.ts
@@ -331,6 +331,7 @@ export class BlockExecutor {
           fileKeys: blockCtx.fileKeys,
           allowLargeValueWorkflowScope: blockCtx.allowLargeValueWorkflowScope,
           userId: blockCtx.userId,
+          principal: blockCtx.principal,
           maxBytes: blockCtx.base64MaxBytes,
           preserveLargeValueMetadata: true,
         })) as NormalizedBlockOutput
diff --git a/apps/sim/executor/handlers/agent/agent-handler.ts b/apps/sim/executor/handlers/agent/agent-handler.ts
index 00a7dfc196f..1788d602878 100644
--- a/apps/sim/executor/handlers/agent/agent-handler.ts
+++ b/apps/sim/executor/handlers/agent/agent-handler.ts
@@ -1728,6 +1728,7 @@ export class AgentBlockHandler implements BlockHandler {
         fileKeys: ctx.fileKeys,
         allowLargeValueWorkflowScope: ctx.allowLargeValueWorkflowScope,
         userId: ctx.userId,
+        principal: ctx.principal,
         logger,
         maxBytes: inlineMaxBytes,
         onServableFileContributors: async (file, contributors) => {
diff --git a/apps/sim/executor/variables/resolvers/reference-async.server.ts b/apps/sim/executor/variables/resolvers/reference-async.server.ts
index 8f40d04b058..e4080d1c768 100644
--- a/apps/sim/executor/variables/resolvers/reference-async.server.ts
+++ b/apps/sim/executor/variables/resolvers/reference-async.server.ts
@@ -80,6 +80,7 @@ async function hydrateExplicitBase64(
     fileKeys: context.executionContext.fileKeys,
     allowLargeValueWorkflowScope: context.executionContext.allowLargeValueWorkflowScope,
     userId: context.executionContext.userId,
+    principal: context.executionContext.principal,
     maxBytes: context.executionContext.base64MaxBytes,
   })
   if (!hydrated.base64) {
diff --git a/apps/sim/executor/variables/resolvers/reference.ts b/apps/sim/executor/variables/resolvers/reference.ts
index a5005fcf4bc..e2db9898eb9 100644
--- a/apps/sim/executor/variables/resolvers/reference.ts
+++ b/apps/sim/executor/variables/resolvers/reference.ts
@@ -1,3 +1,4 @@
+import type { WorkflowExecutionPrincipal } from '@sim/auth/principal'
 import {
   materializeLargeValueRefSync,
   materializeLargeValueRefSyncOrThrow,
@@ -19,6 +20,8 @@ export interface PathNavigationExecutionContext {
   fileKeys?: string[]
   allowLargeValueWorkflowScope?: boolean
   userId?: string
+  /** The principal behind the run; knowledge-base files hydrated along the path are read as them. */
+  principal?: WorkflowExecutionPrincipal
   metadata?: { requestId?: string }
   base64MaxBytes?: number
 }
diff --git a/apps/sim/hooks/queries/kb/connectors.ts b/apps/sim/hooks/queries/kb/connectors.ts
index 995c82316c1..028a148f332 100644
--- a/apps/sim/hooks/queries/kb/connectors.ts
+++ b/apps/sim/hooks/queries/kb/connectors.ts
@@ -392,7 +392,8 @@ export function useStartConnectorMemberEnrollment() {
  * Moves a connector between workspace and members mode. The switch rewrites
  * document access, so everything under the base is refetched: the connector
  * list and detail for the new mode and member state, and the document lists
- * whose rows may have become hidden or visible.
+ * and per-document caches whose rows and chunks may have become hidden or
+ * visible.
  */
 export function useUpdateConnectorAccess() {
   const queryClient = useQueryClient()
@@ -402,6 +403,7 @@ export function useUpdateConnectorAccess() {
     onSettled: (_data, _error, { knowledgeBaseId }) => {
       queryClient.invalidateQueries({ queryKey: connectorKeys.all(knowledgeBaseId) })
       queryClient.invalidateQueries({ queryKey: knowledgeKeys.documentLists(knowledgeBaseId) })
+      queryClient.invalidateQueries({ queryKey: knowledgeKeys.documentDetails(knowledgeBaseId) })
       queryClient.invalidateQueries({
         queryKey: knowledgeKeys.detail(knowledgeBaseId),
         exact: true,
diff --git a/apps/sim/hooks/use-member-enrollment.ts b/apps/sim/hooks/use-member-enrollment.ts
index b8d36ea3eb4..69375631755 100644
--- a/apps/sim/hooks/use-member-enrollment.ts
+++ b/apps/sim/hooks/use-member-enrollment.ts
@@ -57,9 +57,17 @@ export function describeMembership({
 }: DescribeMembershipInput): string | null {
   switch (membership) {
     case 'connected':
-      return memberSyncStatus === 'pending' || memberSyncStatus === 'running'
-        ? `Syncing the ${name} documents shared with you. They appear when the sync completes.`
-        : null
+      switch (memberSyncStatus) {
+        case 'pending':
+        case 'running':
+          return `Syncing the ${name} documents shared with you. They appear when the sync completes.`
+        case 'error':
+          return `The last ${name} sync failed; the documents you already have stay visible while it retries.`
+        case 'disabled':
+          return `Syncing ${name} per member is turned off. Ask a workspace admin to turn it back on.`
+        default:
+          return null
+      }
     case 'needs_reauth':
       return `Reconnect your ${name} account to keep seeing the documents shared with you.`
     case 'unverified_email':
@@ -106,7 +114,12 @@ export function useMemberEnrollment({
     connectedRef.current = connectedConnectorIds
   }, [connectedConnectorIds])
 
-  const awaiting = [...awaitingSince.keys()].some((id) => !connectedConnectorIds.has(id))
+  /**
+   * Polls while any connection is awaited, and once more after the last one
+   * connects: that tick drops the connected ids, so a token that later needs
+   * reauthorization is not mistaken for a connection still being awaited.
+   */
+  const awaiting = awaitingSince.size > 0
   useEffect(() => {
     if (!awaiting) return
     const timer = setInterval(() => {
@@ -151,8 +164,13 @@ export function useMemberEnrollment({
     })
   }
 
+  /**
+   * Each path clears the other's failure first: the surface shows one error,
+   * and a stale one from the other path would outlive a success on this one.
+   */
   const connect = (knowledgeBaseId: string, connectorId: string) =>
-    openEnrollment(({ onSuccess, onError }) =>
+    openEnrollment(({ onSuccess, onError }) => {
+      sourceConnection.reset()
       enrollment.mutate(
         { knowledgeBaseId, connectorId },
         {
@@ -163,7 +181,7 @@ export function useMemberEnrollment({
           },
         }
       )
-    )
+    })
 
   /**
    * Connects a Sim Search source: its per-member connector exists afterwards,
@@ -175,7 +193,8 @@ export function useMemberEnrollment({
     connectorType: string,
     sourceConfig?: Record<string, string>
   ) =>
-    openEnrollment(({ onSuccess, onError }) =>
+    openEnrollment(({ onSuccess, onError }) => {
+      enrollment.reset()
       sourceConnection.mutate(
         { workspaceId, connectorType, sourceConfig },
         {
@@ -186,7 +205,7 @@ export function useMemberEnrollment({
           },
         }
       )
-    )
+    })
 
   const isAwaiting = (connectorId: string) =>
     awaitingSince.has(connectorId) && !connectedConnectorIds.has(connectorId)
diff --git a/apps/sim/lib/api/contracts/knowledge/connectors.test.ts b/apps/sim/lib/api/contracts/knowledge/connectors.test.ts
index 5eeef18534f..214523edcec 100644
--- a/apps/sim/lib/api/contracts/knowledge/connectors.test.ts
+++ b/apps/sim/lib/api/contracts/knowledge/connectors.test.ts
@@ -96,4 +96,10 @@ describe('connector access binding contracts', () => {
       }).success
     ).toBe(false)
   })
+
+  it('refuses a switch to workspace mode that names no credential', () => {
+    const parsed = updateConnectorAccessBodySchema.safeParse({ accessMode: 'workspace' })
+    expect(parsed.success).toBe(false)
+    expect(parsed.error?.issues.map((issue) => issue.path)).toEqual([['credentialId']])
+  })
 })
diff --git a/apps/sim/lib/api/contracts/knowledge/connectors.ts b/apps/sim/lib/api/contracts/knowledge/connectors.ts
index e35d9c10b5a..1e7ffc1213d 100644
--- a/apps/sim/lib/api/contracts/knowledge/connectors.ts
+++ b/apps/sim/lib/api/contracts/knowledge/connectors.ts
@@ -101,6 +101,13 @@ export const updateConnectorAccessBodySchema = z
         message: 'A members-mode connector crawls with member credentials, not a credentialId',
       })
     }
+    if (value.accessMode === 'workspace' && !value.credentialId) {
+      ctx.addIssue({
+        code: 'custom',
+        path: ['credentialId'],
+        message: 'Switching to workspace mode needs the credentialId the connector syncs as',
+      })
+    }
   })
 export type UpdateConnectorAccessBody = z.input<typeof updateConnectorAccessBodySchema>
 
diff --git a/apps/sim/lib/knowledge/application/connector-access.ts b/apps/sim/lib/knowledge/application/connector-access.ts
index 5106eb13f14..d0ded5301cf 100644
--- a/apps/sim/lib/knowledge/application/connector-access.ts
+++ b/apps/sim/lib/knowledge/application/connector-access.ts
@@ -23,7 +23,9 @@ import {
 } from '@/lib/knowledge/orchestration/connector-access'
 import { getKnowledgeConnector } from '@/lib/knowledge/orchestration/connectors'
 import type { KnowledgeOperationSource } from '@/lib/knowledge/orchestration/shared'
+import { getServiceConfigByProviderId, getServiceConfigByServiceId } from '@/lib/oauth'
 import { getConnectorMeta } from '@/connectors/registry'
+import type { ConnectorMeta } from '@/connectors/types'
 
 export interface StartKnowledgeConnectorMemberEnrollmentInput {
   knowledgeBaseId: string
@@ -131,7 +133,7 @@ export const updateKnowledgeConnectorAccess = defineAuthorizedKnowledgeUseCase({
             accessMode: 'workspace' as const,
             credentialId: await requireUsableCredential({
               credentialId: input.credentialId,
-              connectorAuthMode: connectorMeta.auth.mode,
+              connectorMeta,
               workspaceId,
               actingUserId,
               requestId,
@@ -178,28 +180,40 @@ export const updateKnowledgeConnectorAccess = defineAuthorizedKnowledgeUseCase({
 })
 
 /**
- * Workspace mode needs a credential the caller may use, and one that yields a
- * token, since the connector syncs as it from then on. Only an OAuth connector
- * can change modes: an API-key connector has no account to sync per member.
+ * Workspace mode needs a credential the caller may use, of the connector's own
+ * provider, and one that yields a token, since the connector syncs as it from
+ * then on with no call to the source to catch a mismatch. Only an OAuth
+ * connector can change modes: an API-key connector has no account to sync per
+ * member.
  */
 async function requireUsableCredential(input: {
   credentialId: string | undefined
-  connectorAuthMode: 'oauth' | 'apiKey'
+  connectorMeta: Pick<ConnectorMeta, 'name' | 'auth'>
   workspaceId: string
   actingUserId: string
   requestId: string
 }): Promise<string> {
-  if (input.connectorAuthMode !== 'oauth') {
+  const { auth } = input.connectorMeta
+  if (auth.mode !== 'oauth') {
     throw new OrchestrationError('validation', 'Only OAuth connectors can change access mode')
   }
   if (!input.credentialId) {
     throw new OrchestrationError('validation', 'credentialId is required for workspace mode')
   }
+  const service =
+    getServiceConfigByServiceId(auth.provider) ?? getServiceConfigByProviderId(auth.provider)
+  if (!service) {
+    throw new OrchestrationError(
+      'validation',
+      `${input.connectorMeta.name} has no OAuth service to validate the credential against`
+    )
+  }
   const token = await resolveConnectorCredentialAccessToken({
     credentialId: input.credentialId,
     workspaceId: input.workspaceId,
     actingUserId: input.actingUserId,
     requestId: input.requestId,
+    service,
   })
   if (!token) {
     throw new OrchestrationError(
diff --git a/apps/sim/lib/knowledge/application/connectors.ts b/apps/sim/lib/knowledge/application/connectors.ts
index 7891dd941b3..729ce72b0dc 100644
--- a/apps/sim/lib/knowledge/application/connectors.ts
+++ b/apps/sim/lib/knowledge/application/connectors.ts
@@ -64,6 +64,7 @@ import type {
   KnowledgeOrchestrationResult,
 } from '@/lib/knowledge/orchestration/shared'
 import { isMemberSyncStatus } from '@/lib/knowledge/types'
+import { credentialProviderMatchesService, type ServiceProviderIdentity } from '@/lib/oauth'
 import { refreshAccessTokenIfNeeded } from '@/lib/oauth/credential-service'
 import { CAPABILITY_RULES, refuseCapability } from '@/lib/permission-groups/capabilities'
 import { resolvePermissionGroupConfig } from '@/lib/permission-groups/config-scope.server'
@@ -200,6 +201,7 @@ async function resolveAuthorizedConnectorCredentialIdentity(input: {
   credentialId: string
   workspaceId: string
   actingUserId: string
+  service?: ServiceProviderIdentity
 }) {
   const access = await getCredentialActorContext(input.credentialId, input.actingUserId)
   if (
@@ -212,14 +214,32 @@ async function resolveAuthorizedConnectorCredentialIdentity(input: {
       'Credential is not available to you in this workspace. Ask a credential administrator to grant access or select another credential.'
     )
   }
+  if (
+    input.service &&
+    (!access.credential.providerId ||
+      !credentialProviderMatchesService(access.credential.providerId, input.service))
+  ) {
+    throw new OrchestrationError(
+      'validation',
+      'Credential belongs to another service. Select a credential for the connector’s own provider.'
+    )
+  }
   return resolveCredentialTokenIdentity(input.credentialId, input.workspaceId)
 }
 
+/**
+ * The access token a connector syncs with, once the caller may use the
+ * credential in this workspace. Pass `service` to also refuse a credential
+ * of another provider: creation validates the source config with the token,
+ * which catches that on its own, but a mode switch stores the credential
+ * without a call to the source.
+ */
 export async function resolveConnectorCredentialAccessToken(input: {
   credentialId: string
   workspaceId: string
   actingUserId: string
   requestId: string
+  service?: ServiceProviderIdentity
 }): Promise<string | null> {
   const identity = await resolveAuthorizedConnectorCredentialIdentity(input)
   if (!identity) return null
diff --git a/apps/sim/lib/knowledge/application/operations.ts b/apps/sim/lib/knowledge/application/operations.ts
index adea8d1349c..0228b0d2fd8 100644
--- a/apps/sim/lib/knowledge/application/operations.ts
+++ b/apps/sim/lib/knowledge/application/operations.ts
@@ -418,9 +418,10 @@ export const knowledgeOperations = {
     principalKinds: ['session'],
   }),
   /**
-   * Connecting a Sim Search source: any reader may connect their own account;
-   * the first connect of a source also creates its knowledge base and
-   * connector, which those operations reserve for an admin.
+   * Connecting a Sim Search source: any reader may connect their own account.
+   * The first connect of a source also creates its knowledge base and
+   * connector, which the use case reserves for an admin and refuses to anyone
+   * else with the way forward (ask an admin to connect the source first).
    */
   simSearchConnect: defineWorkspaceOperation({
     id: 'knowledge.simSearch.connect',
diff --git a/apps/sim/lib/knowledge/application/sim-search.test.ts b/apps/sim/lib/knowledge/application/sim-search.test.ts
new file mode 100644
index 00000000000..b85a0622dd9
--- /dev/null
+++ b/apps/sim/lib/knowledge/application/sim-search.test.ts
@@ -0,0 +1,246 @@
+/**
+ * @vitest-environment node
+ */
+
+import { knowledgeBase, knowledgeConnector } from '@sim/db/schema'
+import { dbChainMockFns, queueTableRows, resetDbChainMock } from '@sim/testing'
+import { afterAll, beforeEach, describe, expect, it, vi } from 'vitest'
+
+const mocks = vi.hoisted(() => ({
+  resolveWorkspace: vi.fn(),
+  resolvePermission: vi.fn(),
+  isMemberAccessAvailable: vi.fn(),
+  createKnowledgeBase: vi.fn(),
+  createConnector: vi.fn(),
+  enroll: vi.fn(),
+  getUserPermissionConfig: vi.fn(),
+  recordAudit: vi.fn(),
+}))
+
+vi.mock('@sim/audit', () => ({
+  AuditAction: {},
+  AuditResourceType: {},
+  recordAudit: mocks.recordAudit,
+}))
+
+vi.mock('@sim/platform-authz/workspace', () => ({
+  permissionSatisfies: (actual: string | null, required: string) => {
+    const rank = { read: 1, write: 2, admin: 3 } as const
+    return (
+      actual !== null && rank[actual as keyof typeof rank] >= rank[required as keyof typeof rank]
+    )
+  },
+  resolveEffectiveWorkspacePermission: mocks.resolvePermission,
+}))
+
+vi.mock('@/lib/knowledge/application/contexts', () => ({
+  resolveKnowledgeWorkspaceContext: mocks.resolveWorkspace,
+}))
+
+vi.mock('@/lib/knowledge/access/availability', () => ({
+  isKnowledgeMemberAccessAvailable: mocks.isMemberAccessAvailable,
+}))
+
+vi.mock('@/lib/knowledge/application/knowledge-bases', () => ({
+  createKnowledgeBase: { execute: mocks.createKnowledgeBase },
+}))
+
+vi.mock('@/lib/knowledge/application/connectors', () => ({
+  createKnowledgeConnector: { execute: mocks.createConnector },
+}))
+
+vi.mock('@/lib/knowledge/application/connector-access', () => ({
+  startKnowledgeConnectorMemberEnrollment: { execute: mocks.enroll },
+}))
+
+vi.mock('@/lib/permission-groups/resolve.server', () => ({
+  getUserPermissionConfig: mocks.getUserPermissionConfig,
+}))
+
+vi.mock('@/lib/sim-search/connectors', () => ({
+  SIM_SEARCH_KNOWLEDGE_BASE_NAME: 'Sim Search',
+  canConnectPersonally: (meta: { permissionScopedListing?: unknown }) =>
+    Boolean(meta.permissionScopedListing),
+  missingSetupFields: (
+    meta: { configFields: Array<{ id: string; title: string; required?: boolean }> },
+    sourceConfig: Record<string, unknown>
+  ) =>
+    meta.configFields.filter(
+      (field) => field.required && typeof sourceConfig[field.id] !== 'string'
+    ),
+}))
+
+vi.mock('@/connectors/registry', () => ({
+  CONNECTOR_META_REGISTRY: {
+    google_drive: {
+      name: 'Google Drive',
+      auth: { mode: 'oauth', provider: 'google-drive' },
+      permissionScopedListing: { capFieldIds: [] },
+      configFields: [],
+    },
+    confluence: {
+      name: 'Confluence',
+      auth: { mode: 'oauth', provider: 'confluence' },
+      permissionScopedListing: { capFieldIds: [] },
+      configFields: [{ id: 'spaceKey', title: 'a space key', required: true }],
+    },
+  },
+}))
+
+import { connectSimSearchConnector } from '@/lib/knowledge/application/sim-search'
+import { DEFAULT_PERMISSION_GROUP_CONFIG } from '@/lib/permission-groups/fields'
+
+const workspaceContext = {
+  workspaceId: 'workspace-1',
+  workspaceOrganizationId: null,
+  allowPersonalApiKeys: true,
+  billedAccountUserId: 'owner-1',
+}
+
+const principal = { kind: 'session' as const, userId: 'user-1', sessionId: 'session-1' }
+const existingConnector = { knowledgeBaseId: 'kb-search', connectorId: 'connector-drive' }
+
+/** The first lookup runs outside the setup lock and the second inside it. */
+function queueConnectorLookups(...results: Array<typeof existingConnector | null>) {
+  for (const result of results) {
+    queueTableRows(knowledgeConnector, result ? [result] : [])
+  }
+}
+
+describe('connectSimSearchConnector', () => {
+  afterAll(resetDbChainMock)
+
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+    mocks.resolveWorkspace.mockResolvedValue(workspaceContext)
+    mocks.getUserPermissionConfig.mockResolvedValue(DEFAULT_PERMISSION_GROUP_CONFIG)
+    mocks.isMemberAccessAvailable.mockResolvedValue(true)
+    mocks.createKnowledgeBase.mockResolvedValue({ knowledgeBase: { id: 'kb-new' } })
+    mocks.createConnector.mockResolvedValue({ connector: { id: 'connector-new' } })
+    mocks.enroll.mockResolvedValue({ url: 'https://sim.test/enroll/token' })
+  })
+
+  it('enrolls a reader in a source someone already connected', async () => {
+    mocks.resolvePermission.mockResolvedValue('read')
+    queueConnectorLookups(existingConnector)
+
+    const result = await connectSimSearchConnector.execute({
+      principal,
+      input: { workspaceId: 'workspace-1', connectorType: 'google_drive' },
+    })
+
+    expect(result).toEqual({ ...existingConnector, url: 'https://sim.test/enroll/token' })
+    expect(mocks.createKnowledgeBase).not.toHaveBeenCalled()
+    expect(mocks.createConnector).not.toHaveBeenCalled()
+    expect(mocks.enroll).toHaveBeenCalledWith(
+      expect.objectContaining({
+        principal,
+        input: { ...existingConnector, assertedWorkspaceId: 'workspace-1' },
+      })
+    )
+  })
+
+  it('tells a reader to ask an admin when the source has no connector yet', async () => {
+    mocks.resolvePermission.mockResolvedValue('read')
+    queueConnectorLookups(null)
+
+    await expect(
+      connectSimSearchConnector.execute({
+        principal,
+        input: { workspaceId: 'workspace-1', connectorType: 'google_drive' },
+      })
+    ).rejects.toMatchObject({
+      code: 'forbidden',
+      message: expect.stringContaining('Ask a workspace admin to connect Google Drive first'),
+    })
+    expect(mocks.createKnowledgeBase).not.toHaveBeenCalled()
+    expect(mocks.createConnector).not.toHaveBeenCalled()
+    expect(mocks.enroll).not.toHaveBeenCalled()
+  })
+
+  it('refuses before creating anything when per-member access is unavailable', async () => {
+    mocks.resolvePermission.mockResolvedValue('admin')
+    mocks.isMemberAccessAvailable.mockResolvedValue(false)
+    queueConnectorLookups(null)
+
+    await expect(
+      connectSimSearchConnector.execute({
+        principal,
+        input: { workspaceId: 'workspace-1', connectorType: 'google_drive' },
+      })
+    ).rejects.toMatchObject({ code: 'validation' })
+    expect(mocks.createKnowledgeBase).not.toHaveBeenCalled()
+    expect(mocks.createConnector).not.toHaveBeenCalled()
+  })
+
+  it('lets an admin create the base and the connector with the setup fields, then enrolls them', async () => {
+    mocks.resolvePermission.mockResolvedValue('admin')
+    queueConnectorLookups(null, null)
+    queueTableRows(knowledgeBase, [])
+
+    const result = await connectSimSearchConnector.execute({
+      principal,
+      input: {
+        workspaceId: 'workspace-1',
+        connectorType: 'confluence',
+        sourceConfig: { spaceKey: 'ENG' },
+      },
+    })
+
+    expect(mocks.createKnowledgeBase).toHaveBeenCalledWith(
+      expect.objectContaining({
+        principal,
+        input: expect.objectContaining({ workspaceId: 'workspace-1', name: 'Sim Search' }),
+      })
+    )
+    expect(mocks.createConnector).toHaveBeenCalledWith(
+      expect.objectContaining({
+        principal,
+        input: expect.objectContaining({
+          knowledgeBaseId: 'kb-new',
+          assertedWorkspaceId: 'workspace-1',
+          connectorType: 'confluence',
+          sourceConfig: { spaceKey: 'ENG' },
+          accessMode: 'members',
+        }),
+      })
+    )
+    expect(dbChainMockFns.transaction).toHaveBeenCalledTimes(1)
+    expect(result).toEqual({
+      knowledgeBaseId: 'kb-new',
+      connectorId: 'connector-new',
+      url: 'https://sim.test/enroll/token',
+    })
+  })
+
+  it('refuses a first connect that leaves a setup field empty', async () => {
+    mocks.resolvePermission.mockResolvedValue('admin')
+    queueConnectorLookups(null)
+
+    await expect(
+      connectSimSearchConnector.execute({
+        principal,
+        input: { workspaceId: 'workspace-1', connectorType: 'confluence' },
+      })
+    ).rejects.toMatchObject({
+      code: 'validation',
+      message: 'Confluence needs a space key to connect',
+    })
+    expect(mocks.createKnowledgeBase).not.toHaveBeenCalled()
+  })
+
+  it('reuses the connector another first connect created while it waited for the lock', async () => {
+    mocks.resolvePermission.mockResolvedValue('admin')
+    queueConnectorLookups(null, existingConnector)
+
+    const result = await connectSimSearchConnector.execute({
+      principal,
+      input: { workspaceId: 'workspace-1', connectorType: 'google_drive' },
+    })
+
+    expect(mocks.createKnowledgeBase).not.toHaveBeenCalled()
+    expect(mocks.createConnector).not.toHaveBeenCalled()
+    expect(result).toEqual({ ...existingConnector, url: 'https://sim.test/enroll/token' })
+  })
+})
diff --git a/apps/sim/lib/knowledge/application/sim-search.ts b/apps/sim/lib/knowledge/application/sim-search.ts
index e63de78a909..056ece81a8b 100644
--- a/apps/sim/lib/knowledge/application/sim-search.ts
+++ b/apps/sim/lib/knowledge/application/sim-search.ts
@@ -1,11 +1,21 @@
+import { resolvePrincipalSubjectUserId } from '@sim/auth/principal'
 import { db } from '@sim/db'
 import { knowledgeBase, knowledgeConnector } from '@sim/db/schema'
-import { and, asc, eq, isNull } from 'drizzle-orm'
+import {
+  permissionSatisfies,
+  resolveEffectiveWorkspacePermission,
+} from '@sim/platform-authz/workspace'
+import { and, asc, eq, isNull, sql } from 'drizzle-orm'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
+import type { DbOrTx } from '@/lib/db/types'
+import { isKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
 import { defineAuthorizedKnowledgeUseCase } from '@/lib/knowledge/application/authorized-knowledge-use-case'
 import { startKnowledgeConnectorMemberEnrollment } from '@/lib/knowledge/application/connector-access'
 import { createKnowledgeConnector } from '@/lib/knowledge/application/connectors'
-import { resolveKnowledgeWorkspaceContext } from '@/lib/knowledge/application/contexts'
+import {
+  type KnowledgeWorkspaceContext,
+  resolveKnowledgeWorkspaceContext,
+} from '@/lib/knowledge/application/contexts'
 import { createKnowledgeBase } from '@/lib/knowledge/application/knowledge-bases'
 import { knowledgeOperations } from '@/lib/knowledge/application/operations'
 import {
@@ -19,6 +29,8 @@ const SIM_SEARCH_KNOWLEDGE_BASE_DESCRIPTION =
   'What each person can open in the sources they connected, searched as them.'
 /** Between runs the change feeds keep deletions and unshares fresh; the hourly run fills the rest. */
 const SIM_SEARCH_SYNC_INTERVAL_MINUTES = 60
+/** How long a first connect waits for another first connect of the same workspace to finish. */
+const SIM_SEARCH_SETUP_LOCK_TIMEOUT_MS = 10_000
 
 export interface ConnectSimSearchConnectorInput {
   workspaceId: string
@@ -35,8 +47,12 @@ export interface ConnectSimSearchConnectorResult {
   url: string
 }
 
-async function findSimSearchConnector(workspaceId: string, connectorType: string) {
-  const [row] = await db
+async function findSimSearchConnector(
+  executor: DbOrTx,
+  workspaceId: string,
+  connectorType: string
+) {
+  const [row] = await executor
     .select({ knowledgeBaseId: knowledgeBase.id, connectorId: knowledgeConnector.id })
     .from(knowledgeConnector)
     .innerJoin(knowledgeBase, eq(knowledgeBase.id, knowledgeConnector.knowledgeBaseId))
@@ -56,8 +72,8 @@ async function findSimSearchConnector(workspaceId: string, connectorType: string
   return row ?? null
 }
 
-async function findSimSearchKnowledgeBase(workspaceId: string) {
-  const [row] = await db
+async function findSimSearchKnowledgeBase(executor: DbOrTx, workspaceId: string) {
+  const [row] = await executor
     .select({ id: knowledgeBase.id })
     .from(knowledgeBase)
     .where(
@@ -72,13 +88,43 @@ async function findSimSearchKnowledgeBase(workspaceId: string) {
   return row ?? null
 }
 
+/**
+ * The first connect of a source turns it on for the whole workspace, which is
+ * an admin decision the same way a members-mode connector is. Refused with
+ * the way forward rather than the nested operations' generic role error, so a
+ * reader learns whom to ask and for what.
+ */
+async function requireSimSearchSetupAdmin(
+  userId: string,
+  context: KnowledgeWorkspaceContext,
+  sourceName: string
+): Promise<void> {
+  const permission = await resolveEffectiveWorkspacePermission(
+    userId,
+    context.workspaceId,
+    context.workspaceOrganizationId
+  )
+  if (!permissionSatisfies(permission, 'admin')) {
+    throw new OrchestrationError(
+      'forbidden',
+      `${sourceName} is not connected in this workspace yet. Ask a workspace admin to connect ${sourceName} first; after that everyone connects their own account.`
+    )
+  }
+}
+
 /**
  * One click on a Sim Search source: the workspace's Sim Search knowledge base
- * and a per-member connector for that source exist after this (the first
- * connect creates them, which the connector operation reserves for an admin,
- * and supplies the source's setup fields when it has any), and the caller
- * gets the link that connects their own account. The OAuth completion queues
- * their member run, so indexing starts on its own.
+ * and a per-member connector for that source exist after this, and the caller
+ * gets the link that connects their own account. The first connect of a
+ * source creates both, which takes a workspace admin and the source's setup
+ * fields when it has any; every connect after that only enrolls. The OAuth
+ * completion queues the member run, so indexing starts on its own.
+ *
+ * The creating branch runs under a per-workspace advisory lock and re-checks
+ * for the connector once it holds it: nothing in the schema keeps two
+ * concurrent first connects from each creating a Sim Search base and a
+ * connector of the same source, and the second would index the same
+ * accounts twice.
  */
 export const connectSimSearchConnector = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.simSearchConnect,
@@ -93,8 +139,21 @@ export const connectSimSearchConnector = defineAuthorizedKnowledgeUseCase({
       )
     }
     const workspaceId = context.workspaceId
-    let target = await findSimSearchConnector(workspaceId, input.connectorType)
+    let target = await findSimSearchConnector(db, workspaceId, input.connectorType)
     if (!target) {
+      /**
+       * Judged before anything is created: the connector creation below checks
+       * the same availability, but only after the knowledge base exists.
+       */
+      if (!(await isKnowledgeMemberAccessAvailable({ workspaceId }))) {
+        throw new OrchestrationError(
+          'validation',
+          'Per-member access is not available for this workspace'
+        )
+      }
+      const userId = resolvePrincipalSubjectUserId(principal)
+      if (!userId) throw new OrchestrationError('forbidden', 'Sign in to connect your account')
+      await requireSimSearchSetupAdmin(userId, context, meta.name)
       const sourceConfig = input.sourceConfig ?? {}
       const missing = missingSetupFields(meta, sourceConfig)
       if (missing.length > 0) {
@@ -103,34 +162,44 @@ export const connectSimSearchConnector = defineAuthorizedKnowledgeUseCase({
           `${meta.name} needs ${missing.map((field) => field.title).join(' and ')} to connect`
         )
       }
-      const knowledgeBaseId =
-        (await findSimSearchKnowledgeBase(workspaceId))?.id ??
-        (
-          await createKnowledgeBase.execute({
-            principal,
-            input: {
-              workspaceId,
-              name: SIM_SEARCH_KNOWLEDGE_BASE_NAME,
-              description: SIM_SEARCH_KNOWLEDGE_BASE_DESCRIPTION,
-              source: 'ui',
-            },
-            request,
-          })
-        ).knowledgeBase.id
-      const created = await createKnowledgeConnector.execute({
-        principal,
-        input: {
-          knowledgeBaseId,
-          assertedWorkspaceId: workspaceId,
-          connectorType: input.connectorType,
-          sourceConfig,
-          syncIntervalMinutes: SIM_SEARCH_SYNC_INTERVAL_MINUTES,
-          accessMode: 'members',
-          source: 'ui',
-        },
-        request,
+      target = await db.transaction(async (tx) => {
+        await tx.execute(
+          sql`select set_config('lock_timeout', ${`${SIM_SEARCH_SETUP_LOCK_TIMEOUT_MS}ms`}, true)`
+        )
+        await tx.execute(
+          sql`select pg_advisory_xact_lock(hashtextextended(${`sim-search:connect:${workspaceId}`}, 0))`
+        )
+        const existing = await findSimSearchConnector(tx, workspaceId, input.connectorType)
+        if (existing) return existing
+        const knowledgeBaseId =
+          (await findSimSearchKnowledgeBase(tx, workspaceId))?.id ??
+          (
+            await createKnowledgeBase.execute({
+              principal,
+              input: {
+                workspaceId,
+                name: SIM_SEARCH_KNOWLEDGE_BASE_NAME,
+                description: SIM_SEARCH_KNOWLEDGE_BASE_DESCRIPTION,
+                source: 'ui',
+              },
+              request,
+            })
+          ).knowledgeBase.id
+        const created = await createKnowledgeConnector.execute({
+          principal,
+          input: {
+            knowledgeBaseId,
+            assertedWorkspaceId: workspaceId,
+            connectorType: input.connectorType,
+            sourceConfig,
+            syncIntervalMinutes: SIM_SEARCH_SYNC_INTERVAL_MINUTES,
+            accessMode: 'members',
+            source: 'ui',
+          },
+          request,
+        })
+        return { knowledgeBaseId, connectorId: created.connector.id }
       })
-      target = { knowledgeBaseId, connectorId: created.connector.id }
     }
     const { url } = await startKnowledgeConnectorMemberEnrollment.execute({
       principal,
diff --git a/apps/sim/lib/uploads/utils/user-file-base64.server.test.ts b/apps/sim/lib/uploads/utils/user-file-base64.server.test.ts
index df053676271..c9fe94f0725 100644
--- a/apps/sim/lib/uploads/utils/user-file-base64.server.test.ts
+++ b/apps/sim/lib/uploads/utils/user-file-base64.server.test.ts
@@ -9,26 +9,32 @@ import {
 } from '@/lib/uploads/utils/user-file-base64.server'
 import type { UserFile } from '@/executor/types'
 
-const { mockDownloadFile, mockDownloadServableFileFromStorage, mockRedis, mockVerifyFileAccess } =
-  vi.hoisted(() => {
-    const mockRedis = {
-      get: vi.fn(),
-      set: vi.fn(),
-      hget: vi.fn(),
-      hset: vi.fn(),
-      hgetall: vi.fn(),
-      expire: vi.fn(),
-      scan: vi.fn(),
-      del: vi.fn(),
-      eval: vi.fn(),
-    }
-    return {
-      mockDownloadFile: vi.fn(),
-      mockDownloadServableFileFromStorage: vi.fn(),
-      mockRedis,
-      mockVerifyFileAccess: vi.fn(),
-    }
-  })
+const {
+  mockDownloadFile,
+  mockDownloadServableFileFromStorage,
+  mockRedis,
+  mockVerifyFileAccess,
+  mockResolveKnowledgeAccessScope,
+} = vi.hoisted(() => {
+  const mockRedis = {
+    get: vi.fn(),
+    set: vi.fn(),
+    hget: vi.fn(),
+    hset: vi.fn(),
+    hgetall: vi.fn(),
+    expire: vi.fn(),
+    scan: vi.fn(),
+    del: vi.fn(),
+    eval: vi.fn(),
+  }
+  return {
+    mockDownloadFile: vi.fn(),
+    mockDownloadServableFileFromStorage: vi.fn(),
+    mockRedis,
+    mockVerifyFileAccess: vi.fn(),
+    mockResolveKnowledgeAccessScope: vi.fn(),
+  }
+})
 
 const mockGetRedisClient = redisConfigMockFns.mockGetRedisClient
 
@@ -53,6 +59,10 @@ vi.mock('@/app/api/files/authorization', () => ({
   verifyFileAccess: mockVerifyFileAccess,
 }))
 
+vi.mock('@/lib/knowledge/access/scope', () => ({
+  resolveKnowledgeAccessScope: mockResolveKnowledgeAccessScope,
+}))
+
 describe('hydrateUserFilesWithBase64', () => {
   beforeEach(() => {
     vi.clearAllMocks()
@@ -240,6 +250,46 @@ describe('hydrateUserFilesWithBase64', () => {
     expect(hydrated.file).not.toHaveProperty('base64')
   })
 
+  it('reads a knowledge-base file as the principal behind the run', async () => {
+    mockDownloadFile.mockResolvedValueOnce(Buffer.from('hello', 'utf8'))
+    const principal = { kind: 'session' as const, userId: 'user-1', sessionId: 'session-1' }
+    const scope = { kind: 'user' as const, tokens: ['user:user-1'] }
+    mockResolveKnowledgeAccessScope.mockResolvedValue(scope)
+    const file: UserFile = {
+      id: 'file-1',
+      name: 'shared.txt',
+      key: 'kb/workspace/shared.txt',
+      url: '/api/files/serve/kb/workspace/shared.txt?context=knowledge-base',
+      size: 5,
+      type: 'text/plain',
+      context: 'knowledge-base',
+    }
+
+    const hydrated = await hydrateUserFilesWithBase64(
+      { file },
+      {
+        workspaceId: 'workspace',
+        workflowId: 'workflow',
+        userId: 'user-1',
+        principal,
+        maxBytes: 10,
+      }
+    )
+
+    expect(hydrated.file.base64).toBe(Buffer.from('hello').toString('base64'))
+    expect(mockResolveKnowledgeAccessScope).toHaveBeenCalledWith(principal, {
+      workspaceId: 'workspace',
+    })
+    expect(mockVerifyFileAccess).toHaveBeenCalledWith(
+      file.key,
+      'user-1',
+      undefined,
+      'knowledge-base',
+      false,
+      { knowledgeAccess: scope }
+    )
+  })
+
   it('hydrates prior-execution files when workflow-scoped reads are enabled', async () => {
     mockDownloadFile.mockResolvedValueOnce(Buffer.from('hello', 'utf8'))
     const file: UserFile = {
diff --git a/apps/sim/lib/uploads/utils/user-file-base64.server.ts b/apps/sim/lib/uploads/utils/user-file-base64.server.ts
index cf2103bbb0e..87921a31836 100644
--- a/apps/sim/lib/uploads/utils/user-file-base64.server.ts
+++ b/apps/sim/lib/uploads/utils/user-file-base64.server.ts
@@ -1,3 +1,4 @@
+import type { Principal } from '@sim/auth/principal'
 import type { Logger } from '@sim/logger'
 import { createLogger } from '@sim/logger'
 import { isPlainRecord } from '@sim/utils/object'
@@ -163,6 +164,13 @@ export interface Base64HydrationOptions {
   fileKeys?: string[]
   allowLargeValueWorkflowScope?: boolean
   userId?: string
+  /**
+   * The principal behind the run. A knowledge-base file is read as them, so a
+   * document shared with only this person still hydrates; `userId` alone may
+   * be the workflow owner standing in for an actorless run and must not widen
+   * what the run can read.
+   */
+  principal?: Principal
   logger?: Logger
   maxBytes?: number
   allowUnknownSize?: boolean
@@ -454,6 +462,7 @@ async function resolveBase64(
       fileKeys: options.fileKeys,
       allowLargeValueWorkflowScope: options.allowLargeValueWorkflowScope,
       userId: options.userId,
+      principal: options.principal,
       encoding: 'base64',
       maxBytes,
     })
@@ -487,6 +496,7 @@ async function hydrateUserFile(
         fileKeys: options.fileKeys,
         allowLargeValueWorkflowScope: options.allowLargeValueWorkflowScope,
         userId: options.userId,
+        principal: options.principal,
         logger,
       })
     } catch (error) {
diff --git a/apps/sim/lib/workflows/executor/execute-service.ts b/apps/sim/lib/workflows/executor/execute-service.ts
index 3ebb700717f..7edae7f8b2c 100644
--- a/apps/sim/lib/workflows/executor/execute-service.ts
+++ b/apps/sim/lib/workflows/executor/execute-service.ts
@@ -523,6 +523,7 @@ export async function executeWorkflowService(
         workspaceId,
         workflowId,
         userId: actorUserId,
+        principal,
         allowLargeValueWorkflowScope: false,
         requestSignal: abortSignal,
         requestHeaders: headers,
@@ -695,6 +696,7 @@ export async function executeWorkflowService(
               fileKeys: result.metadata?.fileKeys ?? [],
               allowLargeValueWorkflowScope: false,
               userId: actorUserId,
+              principal,
               maxBytes: base64MaxBytes,
               preserveLargeValueMetadata: true,
             })) as NormalizedBlockOutput)
diff --git a/apps/sim/lib/workflows/streaming/streaming.ts b/apps/sim/lib/workflows/streaming/streaming.ts
index dda38e49dab..49dca891fd0 100644
--- a/apps/sim/lib/workflows/streaming/streaming.ts
+++ b/apps/sim/lib/workflows/streaming/streaming.ts
@@ -1,3 +1,4 @@
+import type { WorkflowExecutionPrincipal } from '@sim/auth/principal'
 import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
 import { isRecordLike, omit } from '@sim/utils/object'
@@ -95,6 +96,8 @@ export interface StreamingResponseOptions {
   workspaceId?: string
   workflowId?: string
   userId?: string
+  /** The principal behind the run; knowledge-base files in the output are read as them. */
+  principal?: WorkflowExecutionPrincipal
   /** Incoming fetch/request abort — combined with the stream timeout. */
   requestSignal?: AbortSignal
   /** Used with the independent event policies to negotiate agent-events SSE. */
@@ -155,6 +158,7 @@ type OutputExtractionContext = Pick<
   | 'fileKeys'
   | 'allowLargeValueWorkflowScope'
   | 'userId'
+  | 'principal'
 > & { base64MaxBytes?: number }
 
 async function extractOutputValue(
@@ -174,6 +178,7 @@ async function extractOutputValue(
           fileKeys: context.fileKeys,
           allowLargeValueWorkflowScope: context.allowLargeValueWorkflowScope,
           userId: context.userId,
+          principal: context.principal,
           metadata: { requestId: context.requestId },
           base64MaxBytes: context.base64MaxBytes,
         },
@@ -225,6 +230,7 @@ function buildMaterializationContext(
     fileKeys: context.fileKeys,
     allowLargeValueWorkflowScope: context.allowLargeValueWorkflowScope,
     userId: context.userId,
+    principal: context.principal,
   }
 }
 
@@ -748,6 +754,7 @@ export async function createStreamingResponse(
               fileKeys: options.fileKeys,
               allowLargeValueWorkflowScope: options.allowLargeValueWorkflowScope,
               userId: options.userId,
+              principal: options.principal,
               base64MaxBytes: Math.min(
                 base64MaxBytes ?? MAX_INLINE_MATERIALIZATION_BYTES,
                 getBase64DecodedByteBudget(remainingBytes)

From 37ec2695acdd3b86c0bc5a10eca664c8d46ef23a Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 02:10:00 -0700
Subject: [PATCH 41/76] fix(connectors): withdraw member access on unreachable
 scopes and page unlimited listings

Gmail treated the members-mode cap of 0 as "capped after the first page",
so a member's sync never listed past 100 threads and could never withdraw
access. Box turned a subfolder a member cannot reach into a capped listing,
which suppressed removals forever; the members-mode crawl now marks its
sync context, and Box takes the skipped folder as absent from that member's
complete listing while a shared credential still caps. Google Calendar with
several calendars withdrew everything when one calendar answered 404; per
member it now skips only that calendar. JSM classifies 403 (a service desk
the caller may not view) alongside 404, and the Atlassian connectors also
treat a token that reaches only other sites as not on the site. Monday
reports every configured board coming back absent as the scope being
unavailable. Salesforce classifies 400 INVALID_TYPE and 403
INSUFFICIENT_ACCESS as the object being unreadable, and filters on
LastModifiedDate with supportsIncrementalSync so member passes stop
enumerating the whole org. The duplicated Graph listing error helper moves
into the shared connector utils.
---
 apps/sim/connectors/box/box.test.ts           |  78 +++++++++++
 apps/sim/connectors/box/box.ts                |  10 +-
 .../connectors/confluence/confluence.test.ts  |  27 ++++
 apps/sim/connectors/confluence/confluence.ts  |  13 +-
 apps/sim/connectors/gmail/gmail.test.ts       |  88 +++++++++++++
 apps/sim/connectors/gmail/gmail.ts            |   2 +-
 .../google-calendar/google-calendar.test.ts   |  76 +++++++++++
 .../google-calendar/google-calendar.ts        |  29 +++-
 apps/sim/connectors/jira/jira.ts              |   9 +-
 apps/sim/connectors/jsm/jsm.test.ts           |  75 +++++++++++
 apps/sim/connectors/jsm/jsm.ts                |  35 ++++-
 apps/sim/connectors/monday/monday.test.ts     |  74 +++++++++++
 apps/sim/connectors/monday/monday.ts          |  36 ++++-
 apps/sim/connectors/onedrive/onedrive.ts      |  17 +--
 apps/sim/connectors/salesforce/meta.ts        |   2 +
 .../connectors/salesforce/salesforce.test.ts  | 124 ++++++++++++++++++
 apps/sim/connectors/salesforce/salesforce.ts  |  78 +++++++++--
 apps/sim/connectors/sharepoint/sharepoint.ts  |  26 +---
 apps/sim/connectors/utils.ts                  |  30 +++++
 .../connectors/member-sync-engine.ts          |   7 +-
 20 files changed, 778 insertions(+), 58 deletions(-)
 create mode 100644 apps/sim/connectors/box/box.test.ts
 create mode 100644 apps/sim/connectors/gmail/gmail.test.ts
 create mode 100644 apps/sim/connectors/jsm/jsm.test.ts
 create mode 100644 apps/sim/connectors/salesforce/salesforce.test.ts

diff --git a/apps/sim/connectors/box/box.test.ts b/apps/sim/connectors/box/box.test.ts
new file mode 100644
index 00000000000..1ab7d1b4d6f
--- /dev/null
+++ b/apps/sim/connectors/box/box.test.ts
@@ -0,0 +1,78 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockFetchWithRetry } = vi.hoisted(() => ({ mockFetchWithRetry: vi.fn() }))
+
+vi.mock('@/lib/knowledge/documents/utils', () => ({
+  fetchWithRetry: mockFetchWithRetry,
+  VALIDATE_RETRY_OPTIONS: {},
+}))
+vi.mock('@/components/icons', () => ({ BoxCompanyIcon: () => null }))
+
+import { boxConnector } from '@/connectors/box/box'
+import { PER_MEMBER_LISTING_CONTEXT } from '@/connectors/utils'
+
+interface FolderReply {
+  status?: number
+  entries?: unknown[]
+}
+
+/** Routes `GET /folders/:id/items` by folder id; unknown folders answer 404. */
+function mockFolders(folders: Record<string, FolderReply>) {
+  mockFetchWithRetry.mockImplementation(async (url: string) => {
+    const folderId = /\/folders\/([^/]+)\/items/.exec(url)?.[1] ?? ''
+    const reply = folders[folderId] ?? { status: 404 }
+    const status = reply.status ?? 200
+    const body = { entries: reply.entries ?? [], next_marker: null }
+    return {
+      ok: status >= 200 && status < 300,
+      status,
+      json: async () => body,
+      text: async () => JSON.stringify(body),
+    } as unknown as Response
+  })
+}
+
+const FILE = { type: 'file', id: 'f1', name: 'notes.txt', extension: 'txt', size: 10 }
+const SUBFOLDER = { type: 'folder', id: 'sub', name: 'Private' }
+
+beforeEach(() => {
+  vi.clearAllMocks()
+})
+
+describe('box listDocuments with a subfolder the caller cannot reach', () => {
+  it('caps the listing under a shared credential so nothing is reconciled as deleted', async () => {
+    mockFolders({ '0': { entries: [FILE, SUBFOLDER] }, sub: { status: 403 } })
+    const syncContext: Record<string, unknown> = {}
+
+    const result = await boxConnector.listDocuments('token', {}, undefined, syncContext)
+
+    expect(result.documents.map((doc) => doc.externalId)).toEqual(['f1'])
+    expect(result.hasMore).toBe(false)
+    expect(syncContext.listingCapped).toBe(true)
+  })
+
+  it("lists completely under a member's own token so their access to it is withdrawn", async () => {
+    mockFolders({ '0': { entries: [FILE, SUBFOLDER] }, sub: { status: 403 } })
+    const syncContext: Record<string, unknown> = { ...PER_MEMBER_LISTING_CONTEXT }
+
+    const result = await boxConnector.listDocuments('token', {}, undefined, syncContext)
+
+    expect(result.documents.map((doc) => doc.externalId)).toEqual(['f1'])
+    expect(result.hasMore).toBe(false)
+    expect(syncContext.listingCapped).toBeUndefined()
+  })
+
+  it('reports the configured root being unreachable as the scope being unavailable', async () => {
+    mockFolders({ '42': { status: 403 } })
+    const syncContext: Record<string, unknown> = { ...PER_MEMBER_LISTING_CONTEXT }
+
+    const error = await boxConnector
+      .listDocuments('token', { folderId: '42' }, undefined, syncContext)
+      .catch((caught: unknown) => caught)
+
+    expect(boxConnector.isListingScopeUnavailableError?.(error)).toBe(true)
+  })
+})
diff --git a/apps/sim/connectors/box/box.ts b/apps/sim/connectors/box/box.ts
index e21b1e5224f..3f36323905f 100644
--- a/apps/sim/connectors/box/box.ts
+++ b/apps/sim/connectors/box/box.ts
@@ -10,6 +10,7 @@ import {
   ConnectorListingScopeUnavailableError,
   htmlToPlainText,
   isListingScopeUnavailableError,
+  isPerMemberListing,
   isSkippedDocument,
   markSkipped,
   parseTagDate,
@@ -385,7 +386,7 @@ async function fetchExtractedText(
 /**
  * Lists one page of a folder. A folder the credential can no longer read is
  * reported rather than thrown, so one inaccessible subtree does not abort the
- * whole listing — the caller flags the listing as capped instead.
+ * whole listing — the caller decides whether that caps the listing.
  */
 async function listFolderPage(
   accessToken: string,
@@ -471,10 +472,13 @@ export const boxConnector: ConnectorConfig = {
             files.push(item)
           }
         }
-      } else if (syncContext) {
+      } else if (syncContext && !isPerMemberListing(syncContext)) {
         /**
          * A folder was skipped, so documents that still exist in Box are absent from
-         * this listing. Without this flag the engine would reconcile them as deleted.
+         * this listing. Under a shared credential the engine would otherwise
+         * reconcile them as deleted; under a member's own token the folder is
+         * simply not shared with that member, so their listing stays complete and
+         * their access to its files is withdrawn.
          */
         syncContext.listingCapped = true
       }
diff --git a/apps/sim/connectors/confluence/confluence.test.ts b/apps/sim/connectors/confluence/confluence.test.ts
index aad5aa82a77..70f06538d2b 100644
--- a/apps/sim/connectors/confluence/confluence.test.ts
+++ b/apps/sim/connectors/confluence/confluence.test.ts
@@ -2,8 +2,13 @@
  * @vitest-environment node
  */
 import { describe, expect, it } from 'vitest'
+import {
+  AtlassianSiteNotAccessibleError,
+  AtlassianSiteNotMatchedError,
+} from '@/lib/atlassian/discovery'
 import {
   buildLastModifiedClause,
+  confluenceConnector,
   escapeCql,
   extractCursor,
   isCurrentContent,
@@ -55,6 +60,28 @@ describe('buildLastModifiedClause', () => {
   })
 })
 
+describe('confluence listing scope classification', () => {
+  it.concurrent('treats a token that reaches no Atlassian site as not on the site', () => {
+    expect(
+      confluenceConnector.isListingScopeUnavailableError?.(
+        new AtlassianSiteNotAccessibleError('none')
+      )
+    ).toBe(true)
+  })
+
+  it.concurrent('treats a token that reaches only other Atlassian sites the same way', () => {
+    expect(
+      confluenceConnector.isListingScopeUnavailableError?.(
+        new AtlassianSiteNotMatchedError('elsewhere')
+      )
+    ).toBe(true)
+  })
+
+  it.concurrent('leaves other failures for the sync engines to retry', () => {
+    expect(confluenceConnector.isListingScopeUnavailableError?.(new Error('boom'))).toBe(false)
+  })
+})
+
 describe('isCurrentContent', () => {
   it.concurrent('keeps current content', () => {
     expect(isCurrentContent({ id: '1', status: 'current' })).toBe(true)
diff --git a/apps/sim/connectors/confluence/confluence.ts b/apps/sim/connectors/confluence/confluence.ts
index 8f2aaba579d..e1b5a4ce798 100644
--- a/apps/sim/connectors/confluence/confluence.ts
+++ b/apps/sim/connectors/confluence/confluence.ts
@@ -1,7 +1,10 @@
 import { createLogger } from '@sim/logger'
 import { toError } from '@sim/utils/errors'
 import * as cheerio from 'cheerio'
-import { AtlassianSiteNotAccessibleError } from '@/lib/atlassian/discovery'
+import {
+  AtlassianSiteNotAccessibleError,
+  AtlassianSiteNotMatchedError,
+} from '@/lib/atlassian/discovery'
 import { fetchWithRetry, VALIDATE_RETRY_OPTIONS } from '@/lib/knowledge/documents/utils'
 import { confluenceConnectorMeta } from '@/connectors/confluence/meta'
 import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/connectors/types'
@@ -508,12 +511,14 @@ export const confluenceConnector: ConnectorConfig = {
   },
 
   /**
-   * A member who is not on the Atlassian site, or cannot see the configured
-   * space, lists nothing: a complete listing of nothing, not an error.
+   * A member who is not on the Atlassian site — their token reaches no site,
+   * or only sites other than the configured one — or who cannot see the
+   * configured space, lists nothing: a complete listing of nothing, not an error.
    */
   isListingScopeUnavailableError: (error) =>
     error instanceof ConfluenceSpaceNotFoundError ||
-    error instanceof AtlassianSiteNotAccessibleError,
+    error instanceof AtlassianSiteNotAccessibleError ||
+    error instanceof AtlassianSiteNotMatchedError,
 }
 
 /**
diff --git a/apps/sim/connectors/gmail/gmail.test.ts b/apps/sim/connectors/gmail/gmail.test.ts
new file mode 100644
index 00000000000..74023e74f51
--- /dev/null
+++ b/apps/sim/connectors/gmail/gmail.test.ts
@@ -0,0 +1,88 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockFetchWithRetry } = vi.hoisted(() => ({ mockFetchWithRetry: vi.fn() }))
+
+vi.mock('@/lib/knowledge/documents/utils', () => ({
+  fetchWithRetry: mockFetchWithRetry,
+  VALIDATE_RETRY_OPTIONS: {},
+}))
+vi.mock('@/components/icons', () => ({ GmailIcon: () => null }))
+
+import { gmailConnector } from '@/connectors/gmail/gmail'
+
+function threads(count: number, prefix: string) {
+  return Array.from({ length: count }, (_, i) => ({ id: `${prefix}-${i}`, historyId: '1' }))
+}
+
+/** Queues thread-list pages in order; each call records the requested URL. */
+function mockPages(pages: { threads: unknown[]; nextPageToken?: string }[]) {
+  const urls: string[] = []
+  let call = 0
+  mockFetchWithRetry.mockImplementation(async (url: string) => {
+    urls.push(url)
+    const page = pages[call++] ?? { threads: [] }
+    return {
+      ok: true,
+      status: 200,
+      json: async () => page,
+      text: async () => JSON.stringify(page),
+    } as unknown as Response
+  })
+  return urls
+}
+
+beforeEach(() => {
+  vi.clearAllMocks()
+})
+
+describe('gmail listDocuments with maxThreads 0 (unlimited, a per-member sync)', () => {
+  it('pages past a full page and never marks the listing capped', async () => {
+    const urls = mockPages([
+      { threads: threads(100, 'a'), nextPageToken: 'page-2' },
+      { threads: threads(50, 'b') },
+    ])
+    const syncContext: Record<string, unknown> = {}
+
+    const first = await gmailConnector.listDocuments(
+      'token',
+      { maxThreads: 0 },
+      undefined,
+      syncContext
+    )
+    expect(first.documents).toHaveLength(100)
+    expect(first.hasMore).toBe(true)
+    expect(first.nextCursor).toBe('page-2')
+    expect(syncContext.listingCapped).toBeUndefined()
+
+    const second = await gmailConnector.listDocuments(
+      'token',
+      { maxThreads: 0 },
+      first.nextCursor,
+      syncContext
+    )
+    expect(second.documents).toHaveLength(50)
+    expect(second.hasMore).toBe(false)
+    expect(syncContext.totalThreadsFetched).toBe(150)
+    expect(syncContext.listingCapped).toBeUndefined()
+    expect(urls[1]).toContain('pageToken=page-2')
+    expect(urls[1]).toContain('maxResults=100')
+  })
+
+  it('still stops and flags a cap that truncates a longer listing', async () => {
+    mockPages([{ threads: threads(100, 'a'), nextPageToken: 'page-2' }])
+    const syncContext: Record<string, unknown> = {}
+
+    const result = await gmailConnector.listDocuments(
+      'token',
+      { maxThreads: 100 },
+      undefined,
+      syncContext
+    )
+    expect(result.hasMore).toBe(false)
+    expect(result.nextCursor).toBeUndefined()
+    expect(syncContext.listingCapped).toBe(true)
+  })
+})
diff --git a/apps/sim/connectors/gmail/gmail.ts b/apps/sim/connectors/gmail/gmail.ts
index 90b4c429a43..c8ea8fd70b7 100644
--- a/apps/sim/connectors/gmail/gmail.ts
+++ b/apps/sim/connectors/gmail/gmail.ts
@@ -512,7 +512,7 @@ export const gmailConnector: ConnectorConfig = {
     const newTotal = totalFetched + documents.length
     if (syncContext) syncContext.totalThreadsFetched = newTotal
 
-    const hitLimit = newTotal >= maxThreads
+    const hitLimit = maxThreads > 0 && newTotal >= maxThreads
 
     /**
      * Only a cap that actually truncates a longer listing blocks deletion
diff --git a/apps/sim/connectors/google-calendar/google-calendar.test.ts b/apps/sim/connectors/google-calendar/google-calendar.test.ts
index 00964259747..dee0f6b747a 100644
--- a/apps/sim/connectors/google-calendar/google-calendar.test.ts
+++ b/apps/sim/connectors/google-calendar/google-calendar.test.ts
@@ -4,6 +4,7 @@
 import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
 import { googleCalendarConnector } from '@/connectors/google-calendar/google-calendar'
 import { googleCalendarConnectorMeta } from '@/connectors/google-calendar/meta'
+import { PER_MEMBER_LISTING_CONTEXT } from '@/connectors/utils'
 
 const ORGANIZER_EMAIL = 'organizer@example.com'
 const ATTENDEE_EMAIL = 'attendee@example.com'
@@ -58,6 +59,81 @@ async function listOne(sourceConfig: Record<string, unknown>) {
   return result.documents[0]
 }
 
+describe('google-calendar listDocuments with a calendar the caller cannot reach', () => {
+  function mockCalendars(unreachable: string) {
+    fetchMock.mockImplementation(async (input) => {
+      const url = String(input)
+      if (url.includes(`/calendars/${unreachable}/events?`)) {
+        return jsonResponse({ error: { code: 404 } }, 404)
+      }
+      if (url.includes('/events?')) return jsonResponse({ items: [EVENT] })
+      throw new Error(`Unexpected fetch: ${url}`)
+    })
+  }
+
+  it("skips only the unreachable calendar under a member's own token", async () => {
+    mockCalendars('alpha')
+    const sourceConfig = { calendarId: 'alpha,beta' }
+    const syncContext: Record<string, unknown> = { ...PER_MEMBER_LISTING_CONTEXT }
+
+    const first = await googleCalendarConnector.listDocuments(
+      'token',
+      sourceConfig,
+      undefined,
+      syncContext
+    )
+    expect(first.documents).toHaveLength(0)
+    expect(first.hasMore).toBe(true)
+    expect(JSON.parse(first.nextCursor ?? '{}')).toEqual({ calendarIndex: 1 })
+
+    const second = await googleCalendarConnector.listDocuments(
+      'token',
+      sourceConfig,
+      first.nextCursor,
+      syncContext
+    )
+    expect(second.documents).toHaveLength(1)
+    expect(second.hasMore).toBe(false)
+    expect(syncContext.listingCapped).toBeUndefined()
+  })
+
+  it('ends the listing when the unreachable calendar is the last one', async () => {
+    mockCalendars('beta')
+    const sourceConfig = { calendarId: 'alpha,beta' }
+    const syncContext: Record<string, unknown> = { ...PER_MEMBER_LISTING_CONTEXT }
+
+    const first = await googleCalendarConnector.listDocuments(
+      'token',
+      sourceConfig,
+      undefined,
+      syncContext
+    )
+    const second = await googleCalendarConnector.listDocuments(
+      'token',
+      sourceConfig,
+      first.nextCursor,
+      syncContext
+    )
+    expect(second.documents).toHaveLength(0)
+    expect(second.hasMore).toBe(false)
+  })
+
+  it('reports a sole unreachable calendar as the whole scope being unavailable', async () => {
+    mockCalendars('alpha')
+    const error = await googleCalendarConnector
+      .listDocuments('token', { calendarId: 'alpha' }, undefined, { ...PER_MEMBER_LISTING_CONTEXT })
+      .catch((caught: unknown) => caught)
+    expect(googleCalendarConnector.isListingScopeUnavailableError?.(error)).toBe(true)
+  })
+
+  it('still fails the sync under a shared credential rather than dropping the calendar', async () => {
+    mockCalendars('alpha')
+    await expect(
+      googleCalendarConnector.listDocuments('token', { calendarId: 'alpha,beta' }, undefined, {})
+    ).rejects.toThrow('Failed to list Google Calendar events: 404')
+  })
+})
+
 describe('google-calendar attendee PII opt-out', () => {
   it('exposes an includeAttendees config field defaulting to on', () => {
     const field = googleCalendarConnectorMeta.configFields.find((f) => f.id === 'includeAttendees')
diff --git a/apps/sim/connectors/google-calendar/google-calendar.ts b/apps/sim/connectors/google-calendar/google-calendar.ts
index d79eff2c868..1c61fbccb30 100644
--- a/apps/sim/connectors/google-calendar/google-calendar.ts
+++ b/apps/sim/connectors/google-calendar/google-calendar.ts
@@ -5,6 +5,7 @@ import { DEFAULT_MAX_EVENTS, googleCalendarConnectorMeta } from '@/connectors/go
 import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/connectors/types'
 import {
   isListingScopeUnavailableError,
+  isPerMemberListing,
   listingRequestError,
   parseMultiValue,
   parseTagDate,
@@ -404,7 +405,33 @@ export const googleCalendarConnector: ConnectorConfig = {
         calendarId,
         error: errorText,
       })
-      throw listingRequestError('Failed to list Google Calendar events', response.status)
+      const error = listingRequestError('Failed to list Google Calendar events', response.status)
+      /**
+       * One of several calendars a member cannot reach is absent from their
+       * listing, not the end of it: move on to the next calendar so the rest of
+       * their access survives. A sole unreachable calendar is the whole scope,
+       * which the members-mode crawl reads as a complete listing of nothing, and
+       * a shared credential still fails the sync rather than silently dropping
+       * the calendar's events.
+       */
+      if (
+        isListingScopeUnavailableError(error) &&
+        calendarIds.length > 1 &&
+        isPerMemberListing(syncContext)
+      ) {
+        logger.warn('Skipping a Google Calendar the member cannot reach', {
+          calendarId,
+          status: response.status,
+        })
+        return calendarIndex + 1 < calendarIds.length
+          ? {
+              documents: [],
+              nextCursor: JSON.stringify({ calendarIndex: calendarIndex + 1 }),
+              hasMore: true,
+            }
+          : { documents: [], hasMore: false }
+      }
+      throw error
     }
 
     const data = await response.json()
diff --git a/apps/sim/connectors/jira/jira.ts b/apps/sim/connectors/jira/jira.ts
index 419986d9be2..44e16893f5f 100644
--- a/apps/sim/connectors/jira/jira.ts
+++ b/apps/sim/connectors/jira/jira.ts
@@ -2,6 +2,7 @@ import { createLogger } from '@sim/logger'
 import { toError } from '@sim/utils/errors'
 import {
   AtlassianSiteNotAccessibleError,
+  AtlassianSiteNotMatchedError,
   normalizeAtlassianSiteUrl,
 } from '@/lib/atlassian/discovery'
 import { fetchWithRetry, VALIDATE_RETRY_OPTIONS } from '@/lib/knowledge/documents/utils'
@@ -140,8 +141,14 @@ function issueToFullDocument(issue: Record<string, unknown>, siteUrl: string): E
 export const jiraConnector: ConnectorConfig = {
   ...jiraConnectorMeta,
 
+  /**
+   * A member whose token reaches no Atlassian site, or only sites other than
+   * the configured one, lists nothing: a complete listing of nothing, not an error.
+   */
   isListingScopeUnavailableError: (error) =>
-    isListingScopeUnavailableError(error) || error instanceof AtlassianSiteNotAccessibleError,
+    isListingScopeUnavailableError(error) ||
+    error instanceof AtlassianSiteNotAccessibleError ||
+    error instanceof AtlassianSiteNotMatchedError,
 
   listDocuments: async (
     accessToken: string,
diff --git a/apps/sim/connectors/jsm/jsm.test.ts b/apps/sim/connectors/jsm/jsm.test.ts
new file mode 100644
index 00000000000..6aab2f5e135
--- /dev/null
+++ b/apps/sim/connectors/jsm/jsm.test.ts
@@ -0,0 +1,75 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockFetchWithRetry } = vi.hoisted(() => ({ mockFetchWithRetry: vi.fn() }))
+
+vi.mock('@/lib/knowledge/documents/utils', () => ({
+  fetchWithRetry: mockFetchWithRetry,
+  VALIDATE_RETRY_OPTIONS: {},
+}))
+vi.mock('@/components/icons', () => ({ JiraServiceManagementIcon: () => null }))
+vi.mock('@/tools/jira/utils', () => ({
+  getJiraCloudId: vi.fn(),
+  extractAdfText: () => '',
+}))
+
+import { AtlassianSiteNotMatchedError } from '@/lib/atlassian/discovery'
+import { jsmConnector } from '@/connectors/jsm/jsm'
+
+const SOURCE_CONFIG = { domain: 'example.atlassian.net', serviceDeskId: '10' }
+
+function mockStatus(status: number) {
+  mockFetchWithRetry.mockResolvedValue({
+    ok: status >= 200 && status < 300,
+    status,
+    json: async () => ({}),
+    text: async () => '',
+  } as unknown as Response)
+}
+
+async function listingError(): Promise<unknown> {
+  return jsmConnector
+    .listDocuments('token', SOURCE_CONFIG, undefined, { cloudId: 'cloud-1' })
+    .catch((caught: unknown) => caught)
+}
+
+beforeEach(() => {
+  vi.clearAllMocks()
+})
+
+describe('jsm listing scope classification', () => {
+  it('treats a 403 on the request listing as a service desk the caller may not view', async () => {
+    mockStatus(403)
+    expect(jsmConnector.isListingScopeUnavailableError?.(await listingError())).toBe(true)
+  })
+
+  it('treats a 404 on the request listing as a service desk that does not exist for the caller', async () => {
+    mockStatus(404)
+    expect(jsmConnector.isListingScopeUnavailableError?.(await listingError())).toBe(true)
+  })
+
+  it('leaves other failures for the sync engines to retry', async () => {
+    mockStatus(500)
+    const error = await listingError()
+    expect(error).toBeInstanceOf(Error)
+    expect(jsmConnector.isListingScopeUnavailableError?.(error)).toBe(false)
+  })
+
+  it('treats a 403 while resolving a project key to a service desk id the same way', async () => {
+    mockStatus(403)
+    const error = await jsmConnector
+      .listDocuments('token', { ...SOURCE_CONFIG, serviceDeskId: 'ITH' }, undefined, {
+        cloudId: 'cloud-1',
+      })
+      .catch((caught: unknown) => caught)
+    expect(jsmConnector.isListingScopeUnavailableError?.(error)).toBe(true)
+  })
+
+  it('treats a token that reaches only other Atlassian sites as not on the site', () => {
+    expect(
+      jsmConnector.isListingScopeUnavailableError?.(new AtlassianSiteNotMatchedError('elsewhere'))
+    ).toBe(true)
+  })
+})
diff --git a/apps/sim/connectors/jsm/jsm.ts b/apps/sim/connectors/jsm/jsm.ts
index 7f7a493a061..a1a05066dca 100644
--- a/apps/sim/connectors/jsm/jsm.ts
+++ b/apps/sim/connectors/jsm/jsm.ts
@@ -1,6 +1,9 @@
 import { createLogger } from '@sim/logger'
 import { toError } from '@sim/utils/errors'
-import { AtlassianSiteNotAccessibleError } from '@/lib/atlassian/discovery'
+import {
+  AtlassianSiteNotAccessibleError,
+  AtlassianSiteNotMatchedError,
+} from '@/lib/atlassian/discovery'
 import { fetchWithRetry, VALIDATE_RETRY_OPTIONS } from '@/lib/knowledge/documents/utils'
 import { jsmConnectorMeta } from '@/connectors/jsm/meta'
 import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/connectors/types'
@@ -311,6 +314,15 @@ async function resolveCloudId(
   return cloudId
 }
 
+/**
+ * JSM answers a service desk the caller may not view with 403 and one that
+ * does not exist for them with 404; either is a complete listing of nothing
+ * for that caller.
+ */
+function isJsmScopeUnavailableStatus(status: number): boolean {
+  return status === 403 || status === 404
+}
+
 /**
  * Resolves a configured service desk identifier to the numeric service desk id.
  *
@@ -337,7 +349,11 @@ async function resolveServiceDeskId(
   })
 
   if (!response.ok) {
-    throw new Error(`Failed to resolve service desk "${trimmed}": ${response.status}`)
+    throw listingRequestError(
+      `Failed to resolve service desk "${trimmed}"`,
+      response.status,
+      isJsmScopeUnavailableStatus(response.status)
+    )
   }
 
   const data = (await response.json()) as { id?: string }
@@ -427,8 +443,15 @@ async function fetchComments(
 export const jsmConnector: ConnectorConfig = {
   ...jsmConnectorMeta,
 
+  /**
+   * A member whose token reaches no Atlassian site, or only sites other than
+   * the configured one, or who may not view the configured service desk, lists
+   * nothing: a complete listing of nothing, not an error.
+   */
   isListingScopeUnavailableError: (error) =>
-    isListingScopeUnavailableError(error) || error instanceof AtlassianSiteNotAccessibleError,
+    isListingScopeUnavailableError(error) ||
+    error instanceof AtlassianSiteNotAccessibleError ||
+    error instanceof AtlassianSiteNotMatchedError,
 
   listDocuments: async (
     accessToken: string,
@@ -507,7 +530,11 @@ export const jsmConnector: ConnectorConfig = {
     if (!response.ok) {
       const errorText = await response.text()
       logger.error('Failed to list JSM requests', { status: response.status, error: errorText })
-      throw listingRequestError('Failed to list JSM requests', response.status)
+      throw listingRequestError(
+        'Failed to list JSM requests',
+        response.status,
+        isJsmScopeUnavailableStatus(response.status)
+      )
     }
 
     const data = (await response.json()) as JsmPage<JsmRequest>
diff --git a/apps/sim/connectors/monday/monday.test.ts b/apps/sim/connectors/monday/monday.test.ts
index 525523704b7..7ab350c5cff 100644
--- a/apps/sim/connectors/monday/monday.test.ts
+++ b/apps/sim/connectors/monday/monday.test.ts
@@ -160,6 +160,80 @@ describe('monday listDocuments', () => {
   })
 })
 
+describe('monday listDocuments with configured boards the caller cannot reach', () => {
+  it('reports the sole configured board coming back absent as the scope being unavailable', async () => {
+    mockMonday([{ body: { data: { boards: [] } } }])
+    const syncContext: Record<string, unknown> = {}
+
+    const error = await mondayConnector
+      .listDocuments('token', { boardIds: '1' }, undefined, syncContext)
+      .catch((caught: unknown) => caught)
+
+    expect(mondayConnector.isListingScopeUnavailableError?.(error)).toBe(true)
+  })
+
+  it('skips only the unreachable board when another configured board is reachable', async () => {
+    mockMonday([
+      { body: { data: { boards: [] } } },
+      {
+        body: {
+          data: {
+            boards: [
+              { id: '2', name: 'Board Two', items_page: { cursor: null, items: [item('a')] } },
+            ],
+          },
+        },
+      },
+    ])
+    const syncContext: Record<string, unknown> = {}
+
+    const first = await mondayConnector.listDocuments(
+      'token',
+      { boardIds: '1,2' },
+      undefined,
+      syncContext
+    )
+    expect(first.documents).toHaveLength(0)
+    expect(first.hasMore).toBe(true)
+
+    const second = await mondayConnector.listDocuments(
+      'token',
+      { boardIds: '1,2' },
+      first.nextCursor,
+      syncContext
+    )
+    expect(second.documents.map((doc) => doc.externalId)).toEqual(['a'])
+    expect(second.hasMore).toBe(false)
+  })
+
+  it('reports every configured board coming back absent once the last one is walked', async () => {
+    mockMonday([{ body: { data: { boards: [] } } }, { body: { data: { boards: [] } } }])
+    const syncContext: Record<string, unknown> = {}
+
+    const first = await mondayConnector.listDocuments(
+      'token',
+      { boardIds: '1,2' },
+      undefined,
+      syncContext
+    )
+    expect(first.hasMore).toBe(true)
+
+    const error = await mondayConnector
+      .listDocuments('token', { boardIds: '1,2' }, first.nextCursor, syncContext)
+      .catch((caught: unknown) => caught)
+    expect(mondayConnector.isListingScopeUnavailableError?.(error)).toBe(true)
+  })
+
+  it('does not doubt an enumerated board list, which only ever holds reachable boards', async () => {
+    mockMonday([{ body: { data: { boards: [] } } }])
+    const syncContext: Record<string, unknown> = {}
+
+    const result = await mondayConnector.listDocuments('token', {}, undefined, syncContext)
+    expect(result.documents).toHaveLength(0)
+    expect(result.hasMore).toBe(false)
+  })
+})
+
 describe('monday content extraction', () => {
   it('falls back to display_value for columns that do not populate text', async () => {
     mockMonday([
diff --git a/apps/sim/connectors/monday/monday.ts b/apps/sim/connectors/monday/monday.ts
index 87050cec2e1..0a50a7819e5 100644
--- a/apps/sim/connectors/monday/monday.ts
+++ b/apps/sim/connectors/monday/monday.ts
@@ -5,7 +5,12 @@ import { backoffWithJitter } from '@sim/utils/retry'
 import { fetchWithRetry, VALIDATE_RETRY_OPTIONS } from '@/lib/knowledge/documents/utils'
 import { mondayConnectorMeta } from '@/connectors/monday/meta'
 import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/connectors/types'
-import { parseMultiValue, parseTagDate } from '@/connectors/utils'
+import {
+  ConnectorListingScopeUnavailableError,
+  isListingScopeUnavailableError,
+  parseMultiValue,
+  parseTagDate,
+} from '@/connectors/utils'
 import { MONDAY_API_URL, mondayHeaders } from '@/tools/monday/utils'
 
 const logger = createLogger('MondayConnector')
@@ -449,6 +454,8 @@ async function resolveBoardIds(
 export const mondayConnector: ConnectorConfig = {
   ...mondayConnectorMeta,
 
+  isListingScopeUnavailableError,
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
@@ -505,6 +512,15 @@ export const mondayConnector: ConnectorConfig = {
         { ids: [board.id], limit: pageLimit }
       )
       itemsPage = data.boards?.[0]?.items_page ?? null
+      /**
+       * `boards(ids:)` filters to the boards the token can see, so a configured
+       * board the caller cannot reach comes back absent rather than as an error.
+       * Counted so that a listing which reached none of its configured boards
+       * can say so below instead of passing as a board that happens to be empty.
+       */
+      if (!data.boards?.length && syncContext) {
+        syncContext.unreachableBoardCount = ((syncContext.unreachableBoardCount as number) ?? 0) + 1
+      }
     }
 
     const items = itemsPage?.items ?? []
@@ -558,6 +574,24 @@ export const mondayConnector: ConnectorConfig = {
       hasMore = true
     }
 
+    /**
+     * The caller reached none of the boards this connector is configured for.
+     * That is the configured scope being unavailable to them — under a member's
+     * own token a complete listing of nothing, so their access is withdrawn —
+     * not a set of boards that all happen to be empty. Enumerated boards need no
+     * such check: the enumeration only ever returns boards the token can see.
+     */
+    if (
+      !hasMore &&
+      parseMultiValue(sourceConfig.boardIds).length > 0 &&
+      syncContext?.unreachableBoardCount === boards.length
+    ) {
+      throw new ConnectorListingScopeUnavailableError(
+        `monday.com returned none of the configured boards (${boards.map((b) => b.id).join(', ')}); the account cannot reach them`,
+        404
+      )
+    }
+
     return { documents, nextCursor, hasMore }
   },
 
diff --git a/apps/sim/connectors/onedrive/onedrive.ts b/apps/sim/connectors/onedrive/onedrive.ts
index 973a70972a9..7fe5c17a103 100644
--- a/apps/sim/connectors/onedrive/onedrive.ts
+++ b/apps/sim/connectors/onedrive/onedrive.ts
@@ -12,7 +12,6 @@ import {
   assertMicrosoftGraphNextLink,
   CONNECTOR_MAX_FILE_BYTES,
   ConnectorFileTooLargeError,
-  ConnectorListingScopeUnavailableError,
   connectorFileExtension,
   decodeMicrosoftGraphTraversalCursor,
   encodeMicrosoftGraphTraversalCursor,
@@ -24,6 +23,7 @@ import {
   isSkippedDocument,
   type MicrosoftGraphTraversalState,
   markSkipped,
+  microsoftGraphListingError,
   parseMicrosoftGraphDriveItemList,
   parseOptionalUnlimitedSafeInteger,
   parseTagDate,
@@ -81,19 +81,6 @@ function parseMaxFiles(value: unknown): number {
   )
 }
 
-/**
- * The error a failed Graph listing request throws. Graph reports a folder the
- * caller cannot reach as 404 (`itemNotFound`) or 403 (`accessDenied`); either
- * is a complete listing of nothing for that caller, while anything else is a
- * fault the sync engines retry.
- */
-function graphListingError(message: string, status: number): Error {
-  const described = `${message}: ${status}`
-  return status === 403 || status === 404
-    ? new ConnectorListingScopeUnavailableError(described, status)
-    : new Error(described)
-}
-
 interface OneDriveItem {
   id: string
   name: string
@@ -280,7 +267,7 @@ export const onedriveConnector: ConnectorConfig = {
           status: response.status,
           error: errorText,
         })
-        throw graphListingError('Failed to list OneDrive files', response.status)
+        throw microsoftGraphListingError('Failed to list OneDrive files', response.status)
       }
 
       const data = parseMicrosoftGraphDriveItemList(await response.json(), 'OneDrive')
diff --git a/apps/sim/connectors/salesforce/meta.ts b/apps/sim/connectors/salesforce/meta.ts
index 648c23d443b..0340bad70dc 100644
--- a/apps/sim/connectors/salesforce/meta.ts
+++ b/apps/sim/connectors/salesforce/meta.ts
@@ -21,6 +21,8 @@ export const salesforceConnectorMeta: ConnectorMeta = {
     requiredScopes: ['api', 'refresh_token', 'openid'],
   },
 
+  /** Every synced object carries `LastModifiedDate`, which the listing filters on. */
+  supportsIncrementalSync: true,
   permissionScopedListing: { capFieldIds: ['maxRecords'] },
   configFields: [
     {
diff --git a/apps/sim/connectors/salesforce/salesforce.test.ts b/apps/sim/connectors/salesforce/salesforce.test.ts
new file mode 100644
index 00000000000..6bf56c4ceba
--- /dev/null
+++ b/apps/sim/connectors/salesforce/salesforce.test.ts
@@ -0,0 +1,124 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockFetchWithRetry } = vi.hoisted(() => ({ mockFetchWithRetry: vi.fn() }))
+
+vi.mock('@/lib/knowledge/documents/utils', () => ({
+  fetchWithRetry: mockFetchWithRetry,
+  VALIDATE_RETRY_OPTIONS: {},
+}))
+vi.mock('@/components/icons', () => ({ SalesforceIcon: () => null }))
+
+import { salesforceConnector } from '@/connectors/salesforce/salesforce'
+
+const INSTANCE_URL = 'https://org.example.com/services/data/v62.0/'
+
+/** Answers every query with `status` and `body`, recording the requested URLs. */
+function mockQuery(status: number, body: unknown) {
+  const urls: string[] = []
+  mockFetchWithRetry.mockImplementation(async (url: string) => {
+    urls.push(url)
+    return {
+      ok: status >= 200 && status < 300,
+      status,
+      json: async () => body,
+      text: async () => JSON.stringify(body),
+    } as unknown as Response
+  })
+  return urls
+}
+
+function syncContext(): Record<string, unknown> {
+  return { instanceUrl: INSTANCE_URL }
+}
+
+async function listingError(sourceConfig: Record<string, unknown>): Promise<unknown> {
+  return salesforceConnector
+    .listDocuments('token', sourceConfig, undefined, syncContext())
+    .catch((caught: unknown) => caught)
+}
+
+function soqlOf(url: string): string {
+  return decodeURIComponent(new URL(url).searchParams.get('q') ?? '')
+}
+
+beforeEach(() => {
+  vi.clearAllMocks()
+})
+
+describe('salesforce listing scope classification', () => {
+  it('treats an object the caller may not read (400 INVALID_TYPE) as the scope being unavailable', async () => {
+    mockQuery(400, [
+      { message: "sObject type 'Case' is not supported.", errorCode: 'INVALID_TYPE' },
+    ])
+    const error = await listingError({ objectType: 'Case' })
+    expect(salesforceConnector.isListingScopeUnavailableError?.(error)).toBe(true)
+  })
+
+  it('treats an explicit denial (403 INSUFFICIENT_ACCESS) the same way', async () => {
+    mockQuery(403, [{ message: 'denied', errorCode: 'INSUFFICIENT_ACCESS_OR_READONLY' }])
+    const error = await listingError({ objectType: 'Account' })
+    expect(salesforceConnector.isListingScopeUnavailableError?.(error)).toBe(true)
+  })
+
+  it('leaves a malformed query and server faults for the sync engines to retry', async () => {
+    mockQuery(400, [{ message: 'unexpected token', errorCode: 'MALFORMED_QUERY' }])
+    const malformed = await listingError({ objectType: 'Account' })
+    expect(malformed).toBeInstanceOf(Error)
+    expect(salesforceConnector.isListingScopeUnavailableError?.(malformed)).toBe(false)
+
+    mockQuery(500, 'Internal Server Error')
+    const fault = await listingError({ objectType: 'Account' })
+    expect(fault).toBeInstanceOf(Error)
+    expect(salesforceConnector.isListingScopeUnavailableError?.(fault)).toBe(false)
+  })
+})
+
+describe('salesforce incremental listing', () => {
+  it('advertises incremental sync', () => {
+    expect(salesforceConnector.supportsIncrementalSync).toBe(true)
+  })
+
+  it('lists the whole object when no watermark is given', async () => {
+    const urls = mockQuery(200, { records: [] })
+    await salesforceConnector.listDocuments(
+      'token',
+      { objectType: 'Case' },
+      undefined,
+      syncContext()
+    )
+    expect(soqlOf(urls[0])).toBe(
+      'SELECT Id,Subject,Description,Status,LastModifiedDate,CaseNumber FROM Case ORDER BY LastModifiedDate DESC'
+    )
+  })
+
+  it('filters on LastModifiedDate with an unquoted UTC literal after a watermark', async () => {
+    const urls = mockQuery(200, { records: [] })
+    await salesforceConnector.listDocuments(
+      'token',
+      { objectType: 'Case' },
+      undefined,
+      syncContext(),
+      new Date('2026-09-01T12:34:56.789Z')
+    )
+    expect(soqlOf(urls[0])).toContain(
+      ' FROM Case WHERE LastModifiedDate >= 2026-09-01T12:34:56Z ORDER BY'
+    )
+  })
+
+  it('appends the watermark to the mandatory Knowledge Article filters', async () => {
+    const urls = mockQuery(200, { records: [] })
+    await salesforceConnector.listDocuments(
+      'token',
+      { objectType: 'KnowledgeArticleVersion' },
+      undefined,
+      syncContext(),
+      new Date('2026-09-01T00:00:00Z')
+    )
+    expect(soqlOf(urls[0])).toContain(
+      "WHERE PublishStatus='Online' AND IsLatestVersion=true AND Language='en_US' AND LastModifiedDate >= 2026-09-01T00:00:00Z ORDER BY"
+    )
+  })
+})
diff --git a/apps/sim/connectors/salesforce/salesforce.ts b/apps/sim/connectors/salesforce/salesforce.ts
index ef075fc004c..522e290d834 100644
--- a/apps/sim/connectors/salesforce/salesforce.ts
+++ b/apps/sim/connectors/salesforce/salesforce.ts
@@ -4,7 +4,12 @@ import { fetchWithRetry, VALIDATE_RETRY_OPTIONS } from '@/lib/knowledge/document
 import { SALESFORCE_LOGIN_HOSTS } from '@/lib/oauth/salesforce'
 import { salesforceConnectorMeta } from '@/connectors/salesforce/meta'
 import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/connectors/types'
-import { htmlToPlainText, parseTagDate } from '@/connectors/utils'
+import {
+  htmlToPlainText,
+  isListingScopeUnavailableError,
+  listingRequestError,
+  parseTagDate,
+} from '@/connectors/utils'
 
 const logger = createLogger('SalesforceConnector')
 
@@ -84,9 +89,52 @@ const OBJECT_FIELDS: Record<string, string[]> = {
  * user-selectable locale — rather than relying on that hedge holding for the
  * abstract KnowledgeArticleVersion view.
  */
-function buildWhereClause(objectType: string, language: string): string {
-  if (objectType !== 'KnowledgeArticleVersion') return ''
-  return ` WHERE PublishStatus='Online' AND IsLatestVersion=true AND Language='${language}'`
+function buildWhereClause(objectType: string, language: string, lastSyncAt?: Date): string {
+  const conditions: string[] = []
+  if (objectType === 'KnowledgeArticleVersion') {
+    conditions.push("PublishStatus='Online'", 'IsLatestVersion=true', `Language='${language}'`)
+  }
+  if (lastSyncAt) conditions.push(`LastModifiedDate >= ${toSoqlDateTime(lastSyncAt)}`)
+  return conditions.length > 0 ? ` WHERE ${conditions.join(' AND ')}` : ''
+}
+
+/**
+ * A SOQL dateTime literal: ISO 8601 in UTC, unquoted, and without the
+ * fractional seconds SOQL does not accept.
+ */
+function toSoqlDateTime(date: Date): string {
+  return date.toISOString().replace(/\.\d{3}Z$/, 'Z')
+}
+
+/** The `errorCode` values in a Salesforce REST error body (a JSON array of errors). */
+function parseSalesforceErrorCodes(errorText: string): string[] {
+  try {
+    const parsed: unknown = JSON.parse(errorText)
+    if (!Array.isArray(parsed)) return []
+    return parsed.flatMap((entry: unknown) =>
+      typeof entry === 'object' &&
+      entry !== null &&
+      typeof (entry as { errorCode?: unknown }).errorCode === 'string'
+        ? [(entry as { errorCode: string }).errorCode]
+        : []
+    )
+  } catch {
+    return []
+  }
+}
+
+/**
+ * Whether a failed query means the caller cannot read the configured object at
+ * all. Salesforce hides an object from a user who may not read it, so the query
+ * fails with 400 `INVALID_TYPE` rather than returning nothing, and an explicit
+ * denial is 403 `INSUFFICIENT_ACCESS`; either is a complete listing of nothing
+ * for that caller, while anything else is a fault the sync engines retry.
+ */
+function isSalesforceAccessDenied(status: number, errorText: string): boolean {
+  if (status !== 400 && status !== 403) return false
+  return parseSalesforceErrorCodes(errorText).some(
+    (code) => code === 'INVALID_TYPE' || code.startsWith('INSUFFICIENT_ACCESS')
+  )
 }
 
 /**
@@ -326,11 +374,14 @@ function recordToDocument(
 export const salesforceConnector: ConnectorConfig = {
   ...salesforceConnectorMeta,
 
+  isListingScopeUnavailableError,
+
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
     cursor?: string,
-    syncContext?: Record<string, unknown>
+    syncContext?: Record<string, unknown>,
+    lastSyncAt?: Date
   ): Promise<ExternalDocumentList> => {
     const objectType = sourceConfig.objectType as string
     const maxRecords = sourceConfig.maxRecords ? Number(sourceConfig.maxRecords) : 0
@@ -347,7 +398,11 @@ export const salesforceConnector: ConnectorConfig = {
     if (cursor) {
       url = `${toOrigin(instanceUrl)}${cursor}`
     } else {
-      const whereClause = buildWhereClause(objectType, resolveArticleLanguage(sourceConfig))
+      const whereClause = buildWhereClause(
+        objectType,
+        resolveArticleLanguage(sourceConfig),
+        lastSyncAt
+      )
       /**
        * No SOQL `LIMIT`: it bounds the total result set rather than the batch,
        * so it would end the sync after a single page. Paging is driven by
@@ -359,7 +414,10 @@ export const salesforceConnector: ConnectorConfig = {
       url = `${instanceUrl}query?q=${encodeURIComponent(soql)}`
     }
 
-    logger.info(`Listing Salesforce ${objectType}`, { cursor: cursor || 'initial' })
+    logger.info(`Listing Salesforce ${objectType}`, {
+      cursor: cursor || 'initial',
+      incremental: Boolean(lastSyncAt),
+    })
 
     const response = await fetchWithRetry(url, {
       method: 'GET',
@@ -375,7 +433,11 @@ export const salesforceConnector: ConnectorConfig = {
         status: response.status,
         error: errorText,
       })
-      throw new Error(`Failed to query Salesforce ${objectType}: ${response.status}`)
+      throw listingRequestError(
+        `Failed to query Salesforce ${objectType}`,
+        response.status,
+        isSalesforceAccessDenied(response.status, errorText)
+      )
     }
 
     const data = await response.json()
diff --git a/apps/sim/connectors/sharepoint/sharepoint.ts b/apps/sim/connectors/sharepoint/sharepoint.ts
index 2accd1caf4a..9d14a62f949 100644
--- a/apps/sim/connectors/sharepoint/sharepoint.ts
+++ b/apps/sim/connectors/sharepoint/sharepoint.ts
@@ -25,6 +25,7 @@ import {
   isSkippedDocument,
   type MicrosoftGraphTraversalState,
   markSkipped,
+  microsoftGraphListingError,
   parseMicrosoftGraphDriveItemList,
   parseOptionalUnlimitedSafeInteger,
   parseTagDate,
@@ -76,19 +77,6 @@ function parseMaxFiles(value: unknown): number {
   )
 }
 
-/**
- * The error a failed Graph request for the configured site, library, or folder
- * throws. Graph reports a scope the caller cannot reach as 404 (`itemNotFound`)
- * or 403 (`accessDenied`); either is a complete listing of nothing for that
- * caller, while anything else is a fault the sync engines retry.
- */
-function graphListingError(message: string, status: number, detail?: string): Error {
-  const described = detail ? `${message}: ${status} – ${detail}` : `${message}: ${status}`
-  return status === 403 || status === 404
-    ? new ConnectorListingScopeUnavailableError(described, status)
-    : new Error(described)
-}
-
 /** Microsoft Graph drive item shape (subset of fields we use). */
 interface DriveItem {
   id: string
@@ -231,7 +219,7 @@ async function resolveSiteId(
 
   if (!response.ok) {
     const errorText = await readBoundedHttpErrorBody(response)
-    throw graphListingError(
+    throw microsoftGraphListingError(
       `Failed to resolve SharePoint site "${siteUrl}"`,
       response.status,
       errorText
@@ -340,7 +328,7 @@ async function listFolderItems(
 
   if (!response.ok) {
     const errorText = await readBoundedHttpErrorBody(response)
-    throw graphListingError('Failed to list folder items', response.status, errorText)
+    throw microsoftGraphListingError('Failed to list folder items', response.status, errorText)
   }
 
   const data = parseMicrosoftGraphDriveItemList(await response.json(), 'SharePoint')
@@ -420,7 +408,7 @@ async function getItemByPath(
 
   if (response.status === 404) return null
   if (!response.ok) {
-    throw graphListingError('Failed to resolve folder path', response.status)
+    throw microsoftGraphListingError('Failed to resolve folder path', response.status)
   }
 
   return (await response.json()) as DriveItem
@@ -444,7 +432,7 @@ async function listChildFolders(
     const response = await graphGet(url, accessToken, retryOptions)
     if (!response.ok) {
       const errorText = await readBoundedHttpErrorBody(response)
-      throw graphListingError('Failed to list folder contents', response.status, errorText)
+      throw microsoftGraphListingError('Failed to list folder contents', response.status, errorText)
     }
 
     const rawData: unknown = await response.json()
@@ -581,7 +569,7 @@ export async function resolveFolderTarget(
     retryOptions
   )
   if (!defaultDriveResponse.ok) {
-    throw graphListingError(
+    throw microsoftGraphListingError(
       `Failed to open the default document library for site "${siteUrl}"`,
       defaultDriveResponse.status
     )
@@ -695,7 +683,7 @@ async function listSiteDrives(
     const response = await graphGet(url, accessToken, retryOptions)
     if (!response.ok) {
       const errorText = await readBoundedHttpErrorBody(response)
-      throw graphListingError(
+      throw microsoftGraphListingError(
         'Failed to list SharePoint document libraries',
         response.status,
         errorText
diff --git a/apps/sim/connectors/utils.ts b/apps/sim/connectors/utils.ts
index 4eb5b2f5473..4d25f214c13 100644
--- a/apps/sim/connectors/utils.ts
+++ b/apps/sim/connectors/utils.ts
@@ -732,3 +732,33 @@ export function listingRequestError(
 export function isListingScopeUnavailableError(error: unknown): boolean {
   return error instanceof ConnectorListingScopeUnavailableError
 }
+
+/**
+ * The error a failed Microsoft Graph listing request throws. Graph reports a
+ * drive, site, or folder the caller cannot reach as 404 (`itemNotFound`) or
+ * 403 (`accessDenied`); either is a complete listing of nothing for that
+ * caller, while anything else is a fault the sync engines retry.
+ */
+export function microsoftGraphListingError(
+  message: string,
+  status: number,
+  detail?: string
+): Error {
+  const described = detail ? `${message}: ${status} – ${detail}` : `${message}: ${status}`
+  return status === 403 || status === 404
+    ? new ConnectorListingScopeUnavailableError(described, status)
+    : new Error(described)
+}
+
+/**
+ * `syncContext` entry the members-mode crawl sets on every listing it runs
+ * under one member's own token. A connector that walks several scopes reads
+ * it to tell that a scope the caller cannot reach is simply absent from that
+ * member's complete listing, where the same failure under a shared credential
+ * is a cap or an error.
+ */
+export const PER_MEMBER_LISTING_CONTEXT = { perMemberListing: true } as const
+
+export function isPerMemberListing(syncContext: Record<string, unknown> | undefined): boolean {
+  return syncContext?.perMemberListing === true
+}
diff --git a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
index b26cc7e853a..bae9fc443b4 100644
--- a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
+++ b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
@@ -83,6 +83,7 @@ import type {
   SyncResult,
   SyncSkipReason,
 } from '@/connectors/types'
+import { PER_MEMBER_LISTING_CONTEXT } from '@/connectors/utils'
 
 const logger = createLogger('ConnectorMemberSyncEngine')
 
@@ -1399,7 +1400,11 @@ export async function executeMemberSync(
       const member = await claimNextMember(run)
       if (!member) break
       result.membersClaimed += 1
-      const syncContext: Record<string, unknown> = { syncRunId: runId, memberId: member.id }
+      const syncContext: Record<string, unknown> = {
+        syncRunId: runId,
+        memberId: member.id,
+        ...PER_MEMBER_LISTING_CONTEXT,
+      }
       syncContexts.set(member.id, syncContext)
 
       const listed = await listForMember({

From 84123acd07d3253e5bf4032cccea34df3d167061 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 02:10:43 -0700
Subject: [PATCH 42/76] feat(search): make a search a shareable link

The composer's Search-mode query lives in the URL as q, so a search can
be bookmarked or sent; opening such a link restores the query and Search
mode.
---
 .../app/workspace/[workspaceId]/home/home.tsx | 24 ++++++++++++++++---
 .../[workspaceId]/home/search-params.ts       | 11 +++++++++
 2 files changed, 32 insertions(+), 3 deletions(-)

diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index 13527b2e5dd..a38f075b0cd 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -49,7 +49,11 @@ import {
   resolveResourceEventPresentation,
   resolveResourceSelectionUpdate,
 } from '@/app/workspace/[workspaceId]/home/resource-view-policy'
-import { resourceParam, resourceUrlKeys } from '@/app/workspace/[workspaceId]/home/search-params'
+import {
+  resourceParam,
+  resourceUrlKeys,
+  searchQueryParam,
+} from '@/app/workspace/[workspaceId]/home/search-params'
 import { useFolders } from '@/hooks/queries/folders'
 import { useMarkMothershipChatRead } from '@/hooks/queries/mothership-chats'
 import { useWorkflows } from '@/hooks/queries/workflows'
@@ -155,7 +159,21 @@ export function Home({ chatId, userName, userId }: HomeProps) {
   const posthogRef = useRef(posthog)
   posthogRef.current = posthog
   const [initialPrompt, setInitialPrompt] = useState('')
-  const [searchQuery, setSearchQuery] = useState('')
+  /** The search query lives in the URL so a search is a shareable link; null between searches. */
+  const [searchQueryValue, setSearchQueryParam] = useQueryState(searchQueryParam.key, {
+    ...searchQueryParam.parser,
+    ...resourceUrlKeys,
+  })
+  const searchQuery = searchQueryValue ?? ''
+  const setSearchQuery = useCallback(
+    (query: string) => void setSearchQueryParam(query || null),
+    [setSearchQueryParam]
+  )
+  /** A link that carries a query opens in Search mode with the query in the box. */
+  const [initialSearchQuery] = useState(searchQuery)
+  useEffect(() => {
+    if (initialSearchQuery) useMothershipModeStore.getState().setMode('search')
+  }, [initialSearchQuery])
   const composerMode = useMothershipModeStore((state) => state.mode)
   const hasCheckedLandingStorageRef = useRef(false)
   const initialViewInputRef = useRef<HTMLDivElement>(null)
@@ -705,7 +723,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
                 >
                   <UserInput
                     ref={initialViewUserInputRef}
-                    defaultValue={initialPrompt}
+                    defaultValue={initialPrompt || initialSearchQuery}
                     draftScopeKey={draftScopeKey}
                     onSubmit={handleSubmit}
                     clearOnSubmit={composerMode !== 'search'}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/search-params.ts b/apps/sim/app/workspace/[workspaceId]/home/search-params.ts
index ef850466f69..cb348b8e97b 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/search-params.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/search-params.ts
@@ -25,3 +25,14 @@ export const resourceUrlKeys = {
   history: 'replace',
   clearOnDefault: true,
 } as const
+
+/**
+ * `q` is the composer's Search-mode query, so a search is a shareable,
+ * bookmarkable link the way a search page's is. Present only while a search
+ * is showing; the composer reads it once on mount to restore the query and
+ * the Search mode. Filter-like, so it replaces the history entry.
+ */
+export const searchQueryParam = {
+  key: 'q',
+  parser: parseAsString,
+} as const

From a94cdefff74ffb7a8bbad230a1eeffa66b82c480 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 02:15:41 -0700
Subject: [PATCH 43/76] test(knowledge): pin member-access availability in the
 v1 search route test

---
 apps/sim/app/api/v1/knowledge/search/route.test.ts | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/apps/sim/app/api/v1/knowledge/search/route.test.ts b/apps/sim/app/api/v1/knowledge/search/route.test.ts
index 659739bd027..40747a907a4 100644
--- a/apps/sim/app/api/v1/knowledge/search/route.test.ts
+++ b/apps/sim/app/api/v1/knowledge/search/route.test.ts
@@ -44,6 +44,11 @@ const SYSTEM_BILLING_ATTRIBUTION = {
   payerSubscription: null,
 }
 
+/** The route's defaults depend on member-access availability; pin it so the local flag cannot change the expectations. */
+vi.mock('@/lib/knowledge/access/availability', () => ({
+  isKnowledgeMemberAccessAvailable: async () => false,
+}))
+
 vi.mock('@/lib/knowledge/search/queries', () => ({
   executeKnowledgeSearch: mockExecuteKnowledgeSearch,
   getDocumentMetadataByIds: mockGetDocumentMetadataByIds,

From d6968e4d15f2aee90bf7a032cd86baf071934da1 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 02:24:09 -0700
Subject: [PATCH 44/76] refactor(search): apply the cleanup passes to the Sim
 Search surface

Drop three memos over cheap derivations, make the search setter's
callers honest about their dependencies, ignore a whitespace-only query
from a link, give a dropdown setup field its hint, and drop the query
from the URL when the composer leaves Search.
---
 .../knowledge-search-results.tsx              | 29 +++++++------------
 .../search-sources/search-sources.tsx         | 13 ++++-----
 .../search-sources/source-setup-modal.tsx     |  1 +
 .../mode-switcher/mode-switcher.test.tsx      | 20 ++++++++++++-
 .../mode-switcher/mode-switcher.tsx           |  6 ++++
 .../app/workspace/[workspaceId]/home/home.tsx |  8 ++---
 .../[workspaceId]/home/search-params.ts       |  7 +++--
 7 files changed, 50 insertions(+), 34 deletions(-)

diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
index 2687438dbe9..1e30a08c2e9 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
@@ -118,14 +118,10 @@ export function KnowledgeSearchResults({
    * The list also carries the viewer's legacy personal bases, which have no
    * workspace; a search names one workspace and refuses a base outside it.
    */
-  const knowledgeBaseIds = useMemo(
-    () =>
-      knowledgeBases
-        .filter((kb) => kb.workspaceId === workspaceId)
-        .slice(0, MAX_SEARCHED_KNOWLEDGE_BASES)
-        .map((kb) => kb.id),
-    [knowledgeBases, workspaceId]
-  )
+  const knowledgeBaseIds = knowledgeBases
+    .filter((kb) => kb.workspaceId === workspaceId)
+    .slice(0, MAX_SEARCHED_KNOWLEDGE_BASES)
+    .map((kb) => kb.id)
   const {
     data: results,
     isPending,
@@ -134,16 +130,13 @@ export function KnowledgeSearchResults({
   } = useWorkspaceKnowledgeSearch(workspaceId, knowledgeBaseIds, query)
   const { data: memberConnectors = [] } = useWorkspaceMemberConnectors(workspaceId)
   /** Every per-member connector still indexing for the viewer, in any base the search spans. */
-  const indexing = useMemo(
-    () => [
-      ...new Set(
-        memberConnectors
-          .filter(isIndexing)
-          .map((connection) => connectorName(connection.connectorType))
-      ),
-    ],
-    [memberConnectors]
-  )
+  const indexing = [
+    ...new Set(
+      memberConnectors
+        .filter(isIndexing)
+        .map((connection) => connectorName(connection.connectorType))
+    ),
+  ]
   const documents = useMemo(() => groupResultsByDocument(results ?? []), [results])
   const sourceTypes = useMemo(
     () => [...new Set(documents.map((result) => result.connectorType ?? 'upload'))],
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
index 7446053dd75..fbbb1d935b1 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
@@ -169,14 +169,11 @@ export function SearchSources({ workspaceId }: SearchSourcesProps) {
   })
   const [setupConnector, setSetupConnector] = useState<SearchConnector | null>(null)
 
-  /** Connected sources first, then the rest alphabetically. */
-  const ordered = useMemo(() => {
-    const rank = (connector: SearchConnector) =>
-      connectionByType.get(connector.type)?.viewerMembership === 'connected' ? 0 : 1
-    return [...PERSONAL_SEARCH_CONNECTORS].sort(
-      (a, b) => rank(a) - rank(b) || a.meta.name.localeCompare(b.meta.name)
-    )
-  }, [connectionByType])
+  const rank = (connector: SearchConnector) =>
+    connectionByType.get(connector.type)?.viewerMembership === 'connected' ? 0 : 1
+  const ordered = [...PERSONAL_SEARCH_CONNECTORS].sort(
+    (a, b) => rank(a) - rank(b) || a.meta.name.localeCompare(b.meta.name)
+  )
 
   const startConnect = (connector: SearchConnector) => {
     const connection = connectionByType.get(connector.type)
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/source-setup-modal.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/source-setup-modal.tsx
index 71695341983..e322856f152 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/source-setup-modal.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/source-setup-modal.tsx
@@ -57,6 +57,7 @@ export function SourceSetupModal({
                 label: option.label,
               }))}
               placeholder={field.placeholder}
+              hint={field.description}
               required
             />
           ) : (
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
index f44dbb101a5..f118138a58c 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
@@ -5,11 +5,15 @@ import { act } from 'react'
 import { createRoot, type Root } from 'react-dom/client'
 import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
 
-const { mockCaptureEvent } = vi.hoisted(() => ({ mockCaptureEvent: vi.fn() }))
+const { mockCaptureEvent, mockSetSearchQuery } = vi.hoisted(() => ({
+  mockCaptureEvent: vi.fn(),
+  mockSetSearchQuery: vi.fn(),
+}))
 
 vi.mock('next/navigation', () => ({
   useParams: () => ({ workspaceId: 'workspace-1' }),
 }))
+vi.mock('nuqs', () => ({ useQueryState: () => [null, mockSetSearchQuery] }))
 vi.mock('posthog-js/react', () => ({ usePostHog: () => null }))
 vi.mock('@/lib/posthog/client', () => ({ captureEvent: mockCaptureEvent }))
 
@@ -94,6 +98,20 @@ describe('ModeSwitcher', () => {
       workspace_id: 'workspace-1',
       mode: 'search',
     })
+    expect(mockSetSearchQuery).not.toHaveBeenCalled()
+  })
+
+  it('drops the search query from the URL when leaving Search', () => {
+    useMothershipModeStore.getState().setMode('search')
+    mount()
+    openMenu()
+
+    act(() => {
+      items()[0].dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
+    })
+
+    expect(useMothershipModeStore.getState().mode).toBe('build')
+    expect(mockSetSearchQuery).toHaveBeenCalledWith(null, { history: 'replace', scroll: false })
   })
 
   it('does not report re-selecting the active mode', () => {
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
index 60d58ada236..cb82323125e 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
@@ -11,8 +11,10 @@ import {
 } from '@sim/emcn'
 import { Check } from '@sim/emcn/icons'
 import { useParams } from 'next/navigation'
+import { useQueryState } from 'nuqs'
 import { usePostHog } from 'posthog-js/react'
 import { captureEvent } from '@/lib/posthog/client'
+import { searchQueryParam } from '@/app/workspace/[workspaceId]/home/search-params'
 import {
   MOTHERSHIP_MODES,
   type MothershipMode,
@@ -37,9 +39,13 @@ export const ModeSwitcher = memo(function ModeSwitcher() {
   const mode = useMothershipModeStore((state) => state.mode)
   const setMode = useMothershipModeStore((state) => state.setMode)
 
+  const [, setSearchQueryParam] = useQueryState(searchQueryParam.key, searchQueryParam.parser)
+
+  /** Leaving Search drops the query from the URL, so a clean URL always means no search is showing. */
   const handleSelect = (next: MothershipMode) => {
     if (next === mode) return
     setMode(next)
+    if (next !== 'search') void setSearchQueryParam(null, { history: 'replace', scroll: false })
     captureEvent(posthog, 'chat_mode_changed', { workspace_id: workspaceId, mode: next })
   }
 
diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index a38f075b0cd..c1a08225a40 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -475,11 +475,11 @@ export function Home({ chatId, userName, userId }: HomeProps) {
       prepareResourceViewForAgentTurn()
       sendMessage(trimmed || 'Analyze the attached file(s).', fileAttachments, contexts)
     },
-    [workspaceId, chatId, prepareResourceViewForAgentTurn, sendMessage]
+    [workspaceId, chatId, prepareResourceViewForAgentTurn, sendMessage, setSearchQuery]
   )
 
   /** An emptied search box returns to the sources; nothing else reads the cleared query. */
-  const clearSearch = useCallback(() => setSearchQuery(''), [])
+  const clearSearch = useCallback(() => setSearchQuery(''), [setSearchQuery])
 
   /** Summarize on a result: hand the document to the agent in Build mode. */
   const handleSummarize = useCallback(
@@ -488,7 +488,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
       setSearchQuery('')
       handleSubmit(prompt)
     },
-    [handleSubmit]
+    [handleSubmit, setSearchQuery]
   )
   /**
    * A chat that already exists opens in Build: its transcript is a
@@ -498,7 +498,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
   useEffect(() => {
     if (chatId) useMothershipModeStore.getState().setMode('build')
   }, [chatId])
-  const showSearchResults = composerMode === 'search' && searchQuery.length > 0
+  const showSearchResults = composerMode === 'search' && searchQuery.trim().length > 0
   const searchResults = showSearchResults ? (
     <KnowledgeSearchResults
       workspaceId={workspaceId}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/search-params.ts b/apps/sim/app/workspace/[workspaceId]/home/search-params.ts
index cb348b8e97b..cd0a47ffe04 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/search-params.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/search-params.ts
@@ -28,9 +28,10 @@ export const resourceUrlKeys = {
 
 /**
  * `q` is the composer's Search-mode query, so a search is a shareable,
- * bookmarkable link the way a search page's is. Present only while a search
- * is showing; the composer reads it once on mount to restore the query and
- * the Search mode. Filter-like, so it replaces the history entry.
+ * bookmarkable link. Present only while a search is showing: it is dropped
+ * when the box empties, on Summarize, and when the mode leaves Search. The
+ * composer reads it once on mount to restore the query and the Search mode.
+ * Filter-like, so it replaces the history entry.
  */
 export const searchQueryParam = {
   key: 'q',

From 540bda1b49f9d42c35893abc51306ccdf1b5fec5 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 02:39:22 -0700
Subject: [PATCH 45/76] refactor(search): apply the simplify passes to the Sim
 Search surface

One availability gate for every members-mode refusal, the shared role
gate behind the admin-first message, setup fields precomputed on the
catalog, the connect flow owned by the enrollment hook and shared by the
strip and the Search page, the latest attempt derived instead of
cross-resets, a trailing adornment slot on the chip in place of a loader
wrapper, the processor's source access as one object with the
connector-row rule in one place, and the first connect's independent
lookups run together after its synchronous checks.
---
 apps/sim/app/api/files/authorization.ts       |  9 ++-
 .../knowledge-search-results.tsx              | 12 +--
 .../home/components/search-sources/index.ts   |  2 +-
 .../search-sources/search-sources.tsx         | 76 ++++++++-----------
 .../search-sources/source-setup-modal.tsx     | 28 ++++---
 .../member-connectors-section.tsx             |  8 +-
 .../[workspaceId]/search/search.test.tsx      | 37 +++++++--
 .../workspace/[workspaceId]/search/search.tsx | 54 +++++--------
 apps/sim/hooks/use-member-enrollment.ts       | 42 +++++++---
 apps/sim/lib/knowledge/access/availability.ts | 12 +++
 .../knowledge/application/connector-access.ts |  9 +--
 .../knowledge/application/sim-search.test.ts  | 16 +++-
 .../lib/knowledge/application/sim-search.ts   | 39 +++++-----
 .../document-processing-source.test.ts        | 11 +--
 .../knowledge/documents/document-processor.ts |  8 +-
 .../documents/pdf-ocr-triage.test.ts          |  5 +-
 apps/sim/lib/knowledge/documents/service.ts   | 34 +++++----
 .../orchestration/connector-access.test.ts    | 16 +++-
 .../orchestration/connector-access.ts         |  9 +--
 apps/sim/lib/sim-search/connectors.test.ts    |  4 +
 apps/sim/lib/sim-search/connectors.ts         | 27 +++++--
 packages/emcn/src/components/chip/chip.tsx    |  9 ++-
 22 files changed, 262 insertions(+), 205 deletions(-)

diff --git a/apps/sim/app/api/files/authorization.ts b/apps/sim/app/api/files/authorization.ts
index db10d3b7820..dbac5ed031e 100644
--- a/apps/sim/app/api/files/authorization.ts
+++ b/apps/sim/app/api/files/authorization.ts
@@ -491,10 +491,13 @@ async function verifyCopilotFileAccess(
  * signal only: it reflects whether the file is still part of a live KB, not who
  * owns it (ownership comes from the binding).
  */
+/** A reader once resolved: a person's or the workspace's tokens, or the system reading its own rows. */
+type ResolvedKnowledgeFileAccess = KnowledgeAccessScope | SystemAccessScope
+
 async function hasActiveKbDocumentForKey(
   cloudKey: string,
   workspaceId: string,
-  access: KnowledgeAccessScope | SystemAccessScope
+  access: ResolvedKnowledgeFileAccess
 ): Promise<boolean> {
   const rows = await db
     .select({ id: document.id })
@@ -525,13 +528,13 @@ async function hasActiveKbDocumentForKey(
  * else — an internal token, a tool running with the workflow owner's id —
  * reads as the workspace, never as the person whose id it happens to carry.
  */
-export type KnowledgeFileAccess = 'user' | KnowledgeAccessScope | SystemAccessScope
+export type KnowledgeFileAccess = 'user' | ResolvedKnowledgeFileAccess
 
 async function resolveKnowledgeFileAccess(
   knowledgeAccess: KnowledgeFileAccess | undefined,
   userId: string,
   workspaceId: string
-): Promise<KnowledgeAccessScope | SystemAccessScope> {
+): Promise<ResolvedKnowledgeFileAccess> {
   if (knowledgeAccess === 'user') return resolveUserKnowledgeAccessScope(userId, workspaceId)
   return knowledgeAccess ?? WORKSPACE_ACCESS_SCOPE
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
index 1e30a08c2e9..4468cce2d59 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
@@ -3,10 +3,10 @@
 import { useMemo, useState } from 'react'
 import { Button, Chip } from '@sim/emcn'
 import type { WorkspaceKnowledgeSearchResult } from '@/lib/api/contracts/knowledge'
+import { connectorDisplayName } from '@/lib/sim-search/connectors'
 import { SourceCard } from '@/app/workspace/[workspaceId]/home/components/message-content/components/source-card'
 import type { SourceTagData } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
 import { isIndexing } from '@/app/workspace/[workspaceId]/home/components/search-sources'
-import { CONNECTOR_META_REGISTRY } from '@/connectors/registry'
 import { useWorkspaceMemberConnectors } from '@/hooks/queries/kb/connectors'
 import { useKnowledgeBasesQuery, useWorkspaceKnowledgeSearch } from '@/hooks/queries/kb/knowledge'
 
@@ -58,7 +58,7 @@ function toSource(result: WorkspaceKnowledgeSearchResult): SourceTagData | null
     url: result.sourceUrl,
     title: result.documentName ?? undefined,
     siteName: result.connectorType
-      ? connectorName(result.connectorType)
+      ? connectorDisplayName(result.connectorType)
       : result.knowledgeBaseName || undefined,
     connectorType: result.connectorType ?? undefined,
     snippet: toSnippet(result.content),
@@ -66,10 +66,6 @@ function toSource(result: WorkspaceKnowledgeSearchResult): SourceTagData | null
   }
 }
 
-function connectorName(connectorType: string): string {
-  return CONNECTOR_META_REGISTRY[connectorType]?.name ?? connectorType
-}
-
 /**
  * Arrow keys walk the result links, the way a search page does; Enter on a
  * focused link opens it natively. Focus stops at either end.
@@ -134,7 +130,7 @@ export function KnowledgeSearchResults({
     ...new Set(
       memberConnectors
         .filter(isIndexing)
-        .map((connection) => connectorName(connection.connectorType))
+        .map((connection) => connectorDisplayName(connection.connectorType))
     ),
   ]
   const documents = useMemo(() => groupResultsByDocument(results ?? []), [results])
@@ -203,7 +199,7 @@ export function KnowledgeSearchResults({
               active={sourceFilter === type}
               onClick={() => setSourceFilter(sourceFilter === type ? null : type)}
             >
-              {type === 'upload' ? 'Uploads' : connectorName(type)}
+              {type === 'upload' ? 'Uploads' : connectorDisplayName(type)}
             </Chip>
           ))}
           <span className='mx-1 self-center text-[var(--text-muted)] text-caption'>·</span>
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/index.ts
index 9ff66d4c312..daff1550541 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/index.ts
@@ -1 +1 @@
-export { isIndexing, SearchSources, simSearchConnectionsByType } from './search-sources'
+export { isIndexing, SearchSources } from './search-sources'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
index fbbb1d935b1..38806d49d18 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
@@ -1,15 +1,14 @@
 'use client'
 
-import { useMemo, useState } from 'react'
+import { useMemo } from 'react'
 import { Chip } from '@sim/emcn'
 import { Loader, Plus } from '@sim/emcn/icons'
 import {
   canConnectPersonally,
-  isSearchConnectorAvailable,
-  personalSetupFields,
   SEARCH_CONNECTORS,
   type SearchConnector,
   SIM_SEARCH_KNOWLEDGE_BASE_NAME,
+  searchConnectorUnavailableReason,
 } from '@/lib/sim-search/connectors'
 import { SourceSetupModal } from '@/app/workspace/[workspaceId]/home/components/search-sources/source-setup-modal'
 import { useWorkspaceHostContext } from '@/app/workspace/[workspaceId]/providers/workspace-host-provider'
@@ -23,20 +22,14 @@ import { CONNECTABLE_MEMBERSHIPS, useMemberEnrollment } from '@/hooks/use-member
 import { usePermissionConfig } from '@/hooks/use-permission-config'
 
 const EMPTY_MEMBER_CONNECTORS: WorkspaceMemberConnector[] = []
-const MEMBER_ACCESS_UNAVAILABLE = 'Per-member access is not available in this workspace'
 
 /** The sources a person can connect themselves, alphabetical. */
 const PERSONAL_SEARCH_CONNECTORS = SEARCH_CONNECTORS.filter((connector) =>
   canConnectPersonally(connector.meta)
 )
 
-/** A chip's trailing icon is a component, so the spinning loader needs a wrapper to carry `animate`. */
-function SpinningLoader({ className }: { className?: string }) {
-  return <Loader className={className} animate />
-}
-
 /** The Sim Search connection per source, keyed by connector type. */
-export function simSearchConnectionsByType(
+function simSearchConnectionsByType(
   connectors: readonly WorkspaceMemberConnector[]
 ): Map<string, WorkspaceMemberConnector> {
   const byType = new Map<string, WorkspaceMemberConnector>()
@@ -108,6 +101,7 @@ function SourceChip({
   const title =
     unavailableReason ??
     (connected ? `${connector.meta.name}: ${state}` : `Connect ${connector.meta.name}`)
+  const busy = waiting || isIndexing(connection)
   return (
     <Chip
       shape='round'
@@ -116,7 +110,10 @@ function SourceChip({
       onClick={actionable ? onConnect : undefined}
       title={title}
       leftAdornment={<BrandIcon icon={connector.meta.icon} className='size-[14px] flex-shrink-0' />}
-      rightIcon={waiting || isIndexing(connection) ? SpinningLoader : actionable ? Plus : undefined}
+      rightIcon={!busy && actionable ? Plus : undefined}
+      rightAdornment={
+        busy ? <Loader className='size-[14px] text-[var(--text-icon)]' animate /> : undefined
+      }
     >
       <span className='flex items-center gap-1.5'>
         <span>{connector.meta.name}</span>
@@ -163,50 +160,42 @@ export function SearchSources({ workspaceId }: SearchSourcesProps) {
     [memberConnectors]
   )
   const membershipQueryKeys = useMemo(() => [memberConnectorKeys.list(workspaceId)], [workspaceId])
-  const { connect, connectSource, isAwaiting, isPending, error } = useMemberEnrollment({
-    membershipQueryKeys,
-    connectedConnectorIds,
-  })
-  const [setupConnector, setSetupConnector] = useState<SearchConnector | null>(null)
+  const {
+    connectSource,
+    connectSearchSource,
+    setupConnector,
+    closeSetup,
+    isAwaiting,
+    isPending,
+    error,
+  } = useMemberEnrollment({ membershipQueryKeys, connectedConnectorIds })
 
-  const rank = (connector: SearchConnector) =>
-    connectionByType.get(connector.type)?.viewerMembership === 'connected' ? 0 : 1
-  const ordered = [...PERSONAL_SEARCH_CONNECTORS].sort(
-    (a, b) => rank(a) - rank(b) || a.meta.name.localeCompare(b.meta.name)
-  )
-
-  const startConnect = (connector: SearchConnector) => {
-    const connection = connectionByType.get(connector.type)
-    if (connection) {
-      connect(connection.knowledgeBaseId, connection.connectorId)
-      return
-    }
-    if (personalSetupFields(connector.meta).length > 0) {
-      setSetupConnector(connector)
-      return
-    }
-    connectSource(workspaceId, connector.type)
-  }
+  /** Connected sources first; the catalog is already alphabetical, so the partition keeps the order. */
+  const isConnected = (connector: SearchConnector) =>
+    connectionByType.get(connector.type)?.viewerMembership === 'connected'
+  const ordered = [
+    ...PERSONAL_SEARCH_CONNECTORS.filter(isConnected),
+    ...PERSONAL_SEARCH_CONNECTORS.filter((connector) => !isConnected(connector)),
+  ]
 
   return (
     <div className='flex flex-col gap-2'>
       <div className='flex flex-wrap gap-1.5'>
         {ordered.map((connector) => {
           const connection = connectionByType.get(connector.type)
-          const unavailableReason = !isSearchConnectorAvailable(connector, integrationAvailability)
-            ? `${connector.meta.name} is unavailable in this deployment`
-            : memberAccessAvailable
-              ? null
-              : MEMBER_ACCESS_UNAVAILABLE
           return (
             <SourceChip
               key={connector.type}
               connector={connector}
               connection={connection}
-              unavailableReason={unavailableReason}
+              unavailableReason={searchConnectorUnavailableReason(
+                connector,
+                integrationAvailability,
+                memberAccessAvailable
+              )}
               waiting={connection ? isAwaiting(connection.connectorId) : false}
               disabled={isPending}
-              onConnect={() => startConnect(connector)}
+              onConnect={() => connectSearchSource(workspaceId, connector, connection)}
             />
           )
         })}
@@ -215,10 +204,7 @@ export function SearchSources({ workspaceId }: SearchSourcesProps) {
       {setupConnector && (
         <SourceSetupModal
           connector={setupConnector}
-          fields={personalSetupFields(setupConnector.meta)}
-          onOpenChange={(open) => {
-            if (!open) setSetupConnector(null)
-          }}
+          onClose={closeSetup}
           onConnect={(sourceConfig) =>
             connectSource(workspaceId, setupConnector.type, sourceConfig)
           }
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/source-setup-modal.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/source-setup-modal.tsx
index e322856f152..3537ebec9ed 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/source-setup-modal.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/source-setup-modal.tsx
@@ -9,12 +9,10 @@ import {
   ChipModalHeader,
 } from '@sim/emcn'
 import type { SearchConnector } from '@/lib/sim-search/connectors'
-import type { ConnectorConfigField } from '@/connectors/types'
 
 interface SourceSetupModalProps {
   connector: SearchConnector
-  fields: readonly ConnectorConfigField[]
-  onOpenChange: (open: boolean) => void
+  onClose: () => void
   /** Connects the source with the filled-in fields; the caller opens the OAuth tab in this click. */
   onConnect: (sourceConfig: Record<string, string>) => void
 }
@@ -23,26 +21,26 @@ interface SourceSetupModalProps {
  * The few fields a source needs before its first connect, such as a site and
  * a space. Everyone after the first person clicks straight through.
  */
-export function SourceSetupModal({
-  connector,
-  fields,
-  onOpenChange,
-  onConnect,
-}: SourceSetupModalProps) {
+export function SourceSetupModal({ connector, onClose, onConnect }: SourceSetupModalProps) {
+  const fields = connector.setupFields
   const [values, setValues] = useState<Record<string, string>>({})
   const complete = fields.every((field) => values[field.id]?.trim())
 
   const submit = () => {
     if (!complete) return
     onConnect(Object.fromEntries(fields.map((field) => [field.id, values[field.id]?.trim() ?? ''])))
-    onOpenChange(false)
+    onClose()
   }
 
   return (
-    <ChipModal open onOpenChange={onOpenChange} srTitle={`Connect ${connector.meta.name}`}>
-      <ChipModalHeader onClose={() => onOpenChange(false)}>
-        Connect {connector.meta.name}
-      </ChipModalHeader>
+    <ChipModal
+      open
+      onOpenChange={(open) => {
+        if (!open) onClose()
+      }}
+      srTitle={`Connect ${connector.meta.name}`}
+    >
+      <ChipModalHeader onClose={onClose}>Connect {connector.meta.name}</ChipModalHeader>
       <ChipModalBody>
         {fields.map((field) =>
           field.type === 'dropdown' ? (
@@ -76,7 +74,7 @@ export function SourceSetupModal({
         )}
       </ChipModalBody>
       <ChipModalFooter
-        onCancel={() => onOpenChange(false)}
+        onCancel={onClose}
         primaryAction={{ label: 'Connect', onClick: submit, disabled: !complete }}
       />
     </ChipModal>
diff --git a/apps/sim/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section.tsx b/apps/sim/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section.tsx
index 520370b7907..43ee669f90c 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section.tsx
@@ -2,6 +2,7 @@
 
 import { useMemo } from 'react'
 import { Button } from '@sim/emcn'
+import { connectorDisplayName } from '@/lib/sim-search/connectors'
 import { IntegrationTile } from '@/app/workspace/[workspaceId]/integrations/components/integrations-showcase'
 import {
   RESOURCE_LIST_STACK,
@@ -19,11 +20,6 @@ import {
 
 const SHARED_WITH_YOU_LABEL = 'Shared with you'
 
-/** The name a per-member connector shows, from its registry entry. */
-export function memberConnectorName(connector: WorkspaceMemberConnector): string {
-  return CONNECTOR_META_REGISTRY[connector.connectorType]?.name ?? connector.connectorType
-}
-
 interface MemberConnectorsSectionProps {
   workspaceId: string
   /** The per-member connectors to show, already narrowed by the page's search. */
@@ -59,7 +55,7 @@ export function MemberConnectorsSection({ workspaceId, connectors }: MemberConne
         <div className={RESOURCE_LIST_STACK}>
           {connectors.map((connector) => {
             const meta = CONNECTOR_META_REGISTRY[connector.connectorType]
-            const name = memberConnectorName(connector)
+            const name = connectorDisplayName(connector.connectorType)
             const waiting = isAwaiting(connector.connectorId)
             const state =
               describeMembership({
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx b/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
index 347bd2e6a22..e29ad85e5ee 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
@@ -62,15 +62,28 @@ vi.mock('@/lib/sim-search/connectors', () => {
     serviceName: name,
     serviceIcon: icon,
     blockType: type,
+    setupFields: [],
   })
+  const isSearchConnectorAvailable = (
+    candidate: { blockType: string },
+    availability: ReadonlyMap<string, { oauthAvailable: boolean }>
+  ) => availability.get(candidate.blockType)?.oauthAvailable ?? true
   return {
     SIM_SEARCH_KNOWLEDGE_BASE_NAME: 'Sim Search',
     canConnectPersonally: (meta: { permissionScopedListing?: unknown }) =>
       Boolean(meta.permissionScopedListing),
-    isSearchConnectorAvailable: (
-      candidate: { blockType: string },
-      availability: ReadonlyMap<string, { oauthAvailable: boolean }>
-    ) => availability.get(candidate.blockType)?.oauthAvailable ?? true,
+    connectorDisplayName: (connectorType: string) => connectorType,
+    isSearchConnectorAvailable,
+    searchConnectorUnavailableReason: (
+      candidate: { blockType: string; meta: { name: string } },
+      availability: ReadonlyMap<string, { oauthAvailable: boolean }>,
+      memberAccessAvailable: boolean
+    ) =>
+      !isSearchConnectorAvailable(candidate, availability)
+        ? `${candidate.meta.name} is unavailable in this deployment`
+        : memberAccessAvailable
+          ? null
+          : 'Per-member access is not available in this workspace',
     SEARCH_CONNECTORS: [
       connector('google_drive', 'Google Drive', 'Sync Drive files', true),
       connector('confluence', 'Confluence', 'Sync Confluence pages', false),
@@ -116,6 +129,16 @@ vi.mock('@/hooks/use-member-enrollment', async () => {
     useMemberEnrollment: () => ({
       connect: mockConnect,
       connectSource: mockConnectSource,
+      connectSearchSource: (
+        workspaceId: string,
+        connector: { type: string },
+        connection: { knowledgeBaseId: string; connectorId: string } | undefined
+      ) =>
+        connection
+          ? mockConnect(connection.knowledgeBaseId, connection.connectorId)
+          : mockConnectSource(workspaceId, connector.type),
+      setupConnector: null,
+      closeSetup: () => {},
       isAwaiting: () => false,
       isPending: false,
       error: null,
@@ -167,7 +190,7 @@ describe('Search', () => {
     const text = container?.textContent ?? ''
     expect(text).toContain('Connected · 12 documents')
     expect(text).toContain('Set up by a workspace admin from a knowledge base.')
-    expect(text).toContain('Unavailable in this deployment. Contact your administrator.')
+    expect(text).toContain('Slack is unavailable in this deployment')
     expect(text).toContain('Sales')
   })
 
@@ -189,9 +212,7 @@ describe('Search', () => {
 
     expect(sectionLabels()).toEqual(['Sim Search Connectors'])
     const text = container?.textContent ?? ''
-    expect(text).toContain(
-      'Per-member access is not available in this workspace. Contact your administrator.'
-    )
+    expect(text).toContain('Per-member access is not available in this workspace')
     expect(text).not.toContain('Connected · 12 documents')
     expect(buttons().find((button) => button.textContent === 'Connect')).toBeUndefined()
   })
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search.tsx b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
index 34009c338f6..f456582a604 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/search.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
@@ -1,17 +1,17 @@
 'use client'
 
-import { useMemo, useRef, useState } from 'react'
+import { useMemo, useRef } from 'react'
 import { Button, ChipInput } from '@sim/emcn'
 import { Search as SearchIcon } from '@sim/emcn/icons'
 import { useParams } from 'next/navigation'
 import { useQueryState } from 'nuqs'
 import {
   canConnectPersonally,
-  isSearchConnectorAvailable,
-  personalSetupFields,
+  connectorDisplayName,
   SEARCH_CONNECTORS,
   type SearchConnector,
   SIM_SEARCH_KNOWLEDGE_BASE_NAME,
+  searchConnectorUnavailableReason,
 } from '@/lib/sim-search/connectors'
 import { IntegrationTabsHeader } from '@/app/workspace/[workspaceId]/components'
 import { SourceSetupModal } from '@/app/workspace/[workspaceId]/home/components/search-sources/source-setup-modal'
@@ -19,10 +19,7 @@ import { IntegrationSection } from '@/app/workspace/[workspaceId]/integrations/c
 import { IntegrationTile } from '@/app/workspace/[workspaceId]/integrations/components/integrations-showcase'
 import { useScrollRestoration } from '@/app/workspace/[workspaceId]/integrations/hooks/use-scroll-restoration'
 import { useWorkspaceHostContext } from '@/app/workspace/[workspaceId]/providers/workspace-host-provider'
-import {
-  MemberConnectorsSection,
-  memberConnectorName,
-} from '@/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section'
+import { MemberConnectorsSection } from '@/app/workspace/[workspaceId]/search/components/member-connectors-section/member-connectors-section'
 import {
   connectorSearchParam,
   connectorSearchUrlKeys,
@@ -46,9 +43,6 @@ import { usePermissionConfig } from '@/hooks/use-permission-config'
 const EMPTY_MEMBER_CONNECTORS: WorkspaceMemberConnector[] = []
 const CONNECTORS_LABEL = 'Sim Search Connectors'
 const NEEDS_KNOWLEDGE_BASE_SETUP = 'Set up by a workspace admin from a knowledge base.'
-const UNAVAILABLE = 'Unavailable in this deployment. Contact your administrator.'
-const MEMBER_ACCESS_UNAVAILABLE =
-  'Per-member access is not available in this workspace. Contact your administrator.'
 
 /** What a source row says once the viewer's own indexing has settled. */
 function connectedDescription(connector: WorkspaceMemberConnector): string {
@@ -179,8 +173,15 @@ export function Search() {
     [memberConnectors]
   )
   const membershipQueryKeys = useMemo(() => [memberConnectorKeys.list(workspaceId)], [workspaceId])
-  const [setupConnector, setSetupConnector] = useState<SearchConnector | null>(null)
-  const { connect, connectSource, isAwaiting, isPending, error } = useMemberEnrollment({
+  const {
+    connectSource,
+    connectSearchSource,
+    setupConnector,
+    closeSetup,
+    isAwaiting,
+    isPending,
+    error,
+  } = useMemberEnrollment({
     membershipQueryKeys,
     connectedConnectorIds,
   })
@@ -195,7 +196,7 @@ export function Search() {
     : SEARCH_CONNECTORS
   const visibleSharedConnectors = normalizedSearch
     ? sharedConnectors.filter((connector) =>
-        [memberConnectorName(connector), connector.knowledgeBaseName].some((text) =>
+        [connectorDisplayName(connector.connectorType), connector.knowledgeBaseName].some((text) =>
           text.toLowerCase().includes(normalizedSearch)
         )
       )
@@ -226,29 +227,19 @@ export function Search() {
               <IntegrationSection label={CONNECTORS_LABEL}>
                 {visibleConnectors.map((connector) => {
                   const connection = connectionByType.get(connector.type)
-                  const unavailableReason = !isSearchConnectorAvailable(
-                    connector,
-                    integrationAvailability
-                  )
-                    ? UNAVAILABLE
-                    : memberAccessAvailable
-                      ? null
-                      : MEMBER_ACCESS_UNAVAILABLE
                   return (
                     <SourceRow
                       key={connector.type}
                       connector={connector}
                       connection={connection}
-                      unavailableReason={unavailableReason}
+                      unavailableReason={searchConnectorUnavailableReason(
+                        connector,
+                        integrationAvailability,
+                        memberAccessAvailable
+                      )}
                       waiting={connection ? isAwaiting(connection.connectorId) : false}
                       isPending={isPending}
-                      onConnect={() =>
-                        connection
-                          ? connect(connection.knowledgeBaseId, connection.connectorId)
-                          : personalSetupFields(connector.meta).length > 0
-                            ? setSetupConnector(connector)
-                            : connectSource(workspaceId, connector.type)
-                      }
+                      onConnect={() => connectSearchSource(workspaceId, connector, connection)}
                     />
                   )
                 })}
@@ -266,10 +257,7 @@ export function Search() {
             {setupConnector && (
               <SourceSetupModal
                 connector={setupConnector}
-                fields={personalSetupFields(setupConnector.meta)}
-                onOpenChange={(open) => {
-                  if (!open) setSetupConnector(null)
-                }}
+                onClose={closeSetup}
                 onConnect={(sourceConfig) =>
                   connectSource(workspaceId, setupConnector.type, sourceConfig)
                 }
diff --git a/apps/sim/hooks/use-member-enrollment.ts b/apps/sim/hooks/use-member-enrollment.ts
index 69375631755..cf99314925a 100644
--- a/apps/sim/hooks/use-member-enrollment.ts
+++ b/apps/sim/hooks/use-member-enrollment.ts
@@ -4,11 +4,13 @@ import { useEffect, useRef, useState } from 'react'
 import { createLogger } from '@sim/logger'
 import { type QueryKey, useQueryClient } from '@tanstack/react-query'
 import type { MemberSyncStatus } from '@/lib/knowledge/types'
+import type { SearchConnector } from '@/lib/sim-search/connectors'
 import {
   memberConnectorKeys,
   useConnectSimSearchConnector,
   useStartConnectorMemberEnrollment,
   type ViewerConnectorMembership,
+  type WorkspaceMemberConnector,
 } from '@/hooks/queries/kb/connectors'
 
 const logger = createLogger('MemberEnrollment')
@@ -164,13 +166,8 @@ export function useMemberEnrollment({
     })
   }
 
-  /**
-   * Each path clears the other's failure first: the surface shows one error,
-   * and a stale one from the other path would outlive a success on this one.
-   */
   const connect = (knowledgeBaseId: string, connectorId: string) =>
     openEnrollment(({ onSuccess, onError }) => {
-      sourceConnection.reset()
       enrollment.mutate(
         { knowledgeBaseId, connectorId },
         {
@@ -194,7 +191,6 @@ export function useMemberEnrollment({
     sourceConfig?: Record<string, string>
   ) =>
     openEnrollment(({ onSuccess, onError }) => {
-      enrollment.reset()
       sourceConnection.mutate(
         { workspaceId, connectorType, sourceConfig },
         {
@@ -207,15 +203,43 @@ export function useMemberEnrollment({
       )
     })
 
+  const [setupConnector, setSetupConnector] = useState<SearchConnector | null>(null)
+
+  /**
+   * One click on a Sim Search source: enroll in its connector when someone
+   * already connected it, ask for its setup fields when it needs them, and
+   * otherwise create it and enroll in one step.
+   */
+  const connectSearchSource = (
+    workspaceId: string,
+    connector: SearchConnector,
+    connection: WorkspaceMemberConnector | undefined
+  ) => {
+    if (connection) {
+      connect(connection.knowledgeBaseId, connection.connectorId)
+      return
+    }
+    if (connector.setupFields.length > 0) {
+      setSetupConnector(connector)
+      return
+    }
+    connectSource(workspaceId, connector.type)
+  }
+
   const isAwaiting = (connectorId: string) =>
     awaitingSince.has(connectorId) && !connectedConnectorIds.has(connectorId)
 
-  const error = enrollment.error ?? sourceConnection.error
+  /** The surface reports the latest attempt, whichever path made it. */
+  const latest =
+    enrollment.submittedAt >= sourceConnection.submittedAt ? enrollment : sourceConnection
   return {
     connect,
     connectSource,
+    connectSearchSource,
+    setupConnector,
+    closeSetup: () => setSetupConnector(null),
     isAwaiting,
-    isPending: enrollment.isPending || sourceConnection.isPending,
-    error: popupBlocked ? POPUP_BLOCKED_MESSAGE : (error?.message ?? null),
+    isPending: latest.isPending,
+    error: popupBlocked ? POPUP_BLOCKED_MESSAGE : (latest.error?.message ?? null),
   }
 }
diff --git a/apps/sim/lib/knowledge/access/availability.ts b/apps/sim/lib/knowledge/access/availability.ts
index b46d1b0a25c..6496b0e4b9d 100644
--- a/apps/sim/lib/knowledge/access/availability.ts
+++ b/apps/sim/lib/knowledge/access/availability.ts
@@ -3,6 +3,7 @@ import {
   type WorkspaceOwnerSubscriptionAccess,
 } from '@/lib/billing/core/workspace-access'
 import { isFeatureEnabled } from '@/lib/core/config/feature-flags'
+import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { isCredentialGroupsAvailable } from '@/lib/credential-groups/availability'
 
 /**
@@ -39,3 +40,14 @@ export async function isKnowledgeMemberAccessAvailable(
     context.ownerBilling ?? (await getWorkspaceOwnerSubscriptionAccess(context.workspaceId))
   return isCredentialGroupsAvailable({ workspaceId: context.workspaceId, ownerBilling })
 }
+
+/** Refuses with the one message every members-mode gate uses when the feature is off for the workspace. */
+export async function requireKnowledgeMemberAccessAvailable(
+  context: KnowledgeMemberAccessContext
+): Promise<void> {
+  if (await isKnowledgeMemberAccessAvailable(context)) return
+  throw new OrchestrationError(
+    'validation',
+    'Per-member access is not available for this workspace'
+  )
+}
diff --git a/apps/sim/lib/knowledge/application/connector-access.ts b/apps/sim/lib/knowledge/application/connector-access.ts
index d0ded5301cf..3451da3499c 100644
--- a/apps/sim/lib/knowledge/application/connector-access.ts
+++ b/apps/sim/lib/knowledge/application/connector-access.ts
@@ -3,7 +3,7 @@ import { type Principal, resolvePrincipalSubjectUserId } from '@sim/auth/princip
 import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { generateRequestId } from '@/lib/core/utils/request'
-import { isKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
+import { requireKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
 import { defineAuthorizedKnowledgeUseCase } from '@/lib/knowledge/application/authorized-knowledge-use-case'
 import {
   resolveKnowledgeAttributedUserId,
@@ -56,12 +56,7 @@ export const startKnowledgeConnectorMemberEnrollment = defineAuthorizedKnowledge
     if (connector.accessMode !== 'members' || !connector.credentialGroupId) {
       throw new OrchestrationError('validation', 'This connector does not sync per member')
     }
-    if (!(await isKnowledgeMemberAccessAvailable({ workspaceId }))) {
-      throw new OrchestrationError(
-        'validation',
-        'Per-member access is not available for this workspace'
-      )
-    }
+    await requireKnowledgeMemberAccessAvailable({ workspaceId })
     const url = await createViewerConnectorEnrollmentLink({
       userId,
       workspaceId,
diff --git a/apps/sim/lib/knowledge/application/sim-search.test.ts b/apps/sim/lib/knowledge/application/sim-search.test.ts
index b85a0622dd9..e6add769674 100644
--- a/apps/sim/lib/knowledge/application/sim-search.test.ts
+++ b/apps/sim/lib/knowledge/application/sim-search.test.ts
@@ -37,9 +37,19 @@ vi.mock('@/lib/knowledge/application/contexts', () => ({
   resolveKnowledgeWorkspaceContext: mocks.resolveWorkspace,
 }))
 
-vi.mock('@/lib/knowledge/access/availability', () => ({
-  isKnowledgeMemberAccessAvailable: mocks.isMemberAccessAvailable,
-}))
+vi.mock('@/lib/knowledge/access/availability', async () => {
+  const { OrchestrationError } = await import('@/lib/core/orchestration/types')
+  return {
+    isKnowledgeMemberAccessAvailable: mocks.isMemberAccessAvailable,
+    requireKnowledgeMemberAccessAvailable: async (context: { workspaceId: string }) => {
+      if (await mocks.isMemberAccessAvailable(context)) return
+      throw new OrchestrationError(
+        'validation',
+        'Per-member access is not available for this workspace'
+      )
+    },
+  }
+})
 
 vi.mock('@/lib/knowledge/application/knowledge-bases', () => ({
   createKnowledgeBase: { execute: mocks.createKnowledgeBase },
diff --git a/apps/sim/lib/knowledge/application/sim-search.ts b/apps/sim/lib/knowledge/application/sim-search.ts
index 056ece81a8b..628467812fd 100644
--- a/apps/sim/lib/knowledge/application/sim-search.ts
+++ b/apps/sim/lib/knowledge/application/sim-search.ts
@@ -1,14 +1,14 @@
 import { resolvePrincipalSubjectUserId } from '@sim/auth/principal'
 import { db } from '@sim/db'
 import { knowledgeBase, knowledgeConnector } from '@sim/db/schema'
-import {
-  permissionSatisfies,
-  resolveEffectiveWorkspacePermission,
-} from '@sim/platform-authz/workspace'
 import { and, asc, eq, isNull, sql } from 'drizzle-orm'
+import {
+  InsufficientWorkspacePermissionsError,
+  requireCurrentHumanRole,
+} from '@/lib/core/application/workspace-authorization'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import type { DbOrTx } from '@/lib/db/types'
-import { isKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
+import { requireKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
 import { defineAuthorizedKnowledgeUseCase } from '@/lib/knowledge/application/authorized-knowledge-use-case'
 import { startKnowledgeConnectorMemberEnrollment } from '@/lib/knowledge/application/connector-access'
 import { createKnowledgeConnector } from '@/lib/knowledge/application/connectors'
@@ -99,12 +99,10 @@ async function requireSimSearchSetupAdmin(
   context: KnowledgeWorkspaceContext,
   sourceName: string
 ): Promise<void> {
-  const permission = await resolveEffectiveWorkspacePermission(
-    userId,
-    context.workspaceId,
-    context.workspaceOrganizationId
-  )
-  if (!permissionSatisfies(permission, 'admin')) {
+  try {
+    await requireCurrentHumanRole(userId, context, 'admin')
+  } catch (error) {
+    if (!(error instanceof InsufficientWorkspacePermissionsError)) throw error
     throw new OrchestrationError(
       'forbidden',
       `${sourceName} is not connected in this workspace yet. Ask a workspace admin to connect ${sourceName} first; after that everyone connects their own account.`
@@ -141,19 +139,8 @@ export const connectSimSearchConnector = defineAuthorizedKnowledgeUseCase({
     const workspaceId = context.workspaceId
     let target = await findSimSearchConnector(db, workspaceId, input.connectorType)
     if (!target) {
-      /**
-       * Judged before anything is created: the connector creation below checks
-       * the same availability, but only after the knowledge base exists.
-       */
-      if (!(await isKnowledgeMemberAccessAvailable({ workspaceId }))) {
-        throw new OrchestrationError(
-          'validation',
-          'Per-member access is not available for this workspace'
-        )
-      }
       const userId = resolvePrincipalSubjectUserId(principal)
       if (!userId) throw new OrchestrationError('forbidden', 'Sign in to connect your account')
-      await requireSimSearchSetupAdmin(userId, context, meta.name)
       const sourceConfig = input.sourceConfig ?? {}
       const missing = missingSetupFields(meta, sourceConfig)
       if (missing.length > 0) {
@@ -162,6 +149,14 @@ export const connectSimSearchConnector = defineAuthorizedKnowledgeUseCase({
           `${meta.name} needs ${missing.map((field) => field.title).join(' and ')} to connect`
         )
       }
+      /**
+       * Judged before anything is created: the connector creation below checks
+       * the same availability, but only after the knowledge base exists.
+       */
+      await Promise.all([
+        requireKnowledgeMemberAccessAvailable({ workspaceId }),
+        requireSimSearchSetupAdmin(userId, context, meta.name),
+      ])
       target = await db.transaction(async (tx) => {
         await tx.execute(
           sql`select set_config('lock_timeout', ${`${SIM_SEARCH_SETUP_LOCK_TIMEOUT_MS}ms`}, true)`
diff --git a/apps/sim/lib/knowledge/documents/document-processing-source.test.ts b/apps/sim/lib/knowledge/documents/document-processing-source.test.ts
index 9d1886eb7ef..435c0c38116 100644
--- a/apps/sim/lib/knowledge/documents/document-processing-source.test.ts
+++ b/apps/sim/lib/knowledge/documents/document-processing-source.test.ts
@@ -219,10 +219,9 @@ describe('knowledge document processing source', () => {
       1024,
       200,
       100,
-      PERSISTED_CONTEXT.uploadedBy,
+      { userId: PERSISTED_CONTEXT.uploadedBy, knowledgeAccess: undefined },
       null,
       undefined,
-      undefined,
       undefined
     )
     expect(mockGenerateEmbeddings).not.toHaveBeenCalled()
@@ -250,11 +249,10 @@ describe('knowledge document processing source', () => {
       1024,
       200,
       100,
-      PERSISTED_CONTEXT.uploadedBy,
+      { userId: PERSISTED_CONTEXT.uploadedBy, knowledgeAccess: SYSTEM_ACCESS_SCOPE },
       null,
       undefined,
-      undefined,
-      SYSTEM_ACCESS_SCOPE
+      undefined
     )
   })
 
@@ -276,10 +274,9 @@ describe('knowledge document processing source', () => {
       1024,
       200,
       100,
-      PERSISTED_CONTEXT.uploadedBy,
+      { userId: PERSISTED_CONTEXT.uploadedBy, knowledgeAccess: undefined },
       null,
       undefined,
-      undefined,
       undefined
     )
   })
diff --git a/apps/sim/lib/knowledge/documents/document-processor.ts b/apps/sim/lib/knowledge/documents/document-processor.ts
index 8172f9e755f..a1a48008db5 100644
--- a/apps/sim/lib/knowledge/documents/document-processor.ts
+++ b/apps/sim/lib/knowledge/documents/document-processor.ts
@@ -201,7 +201,7 @@ async function applyStrategy(
  * Who a source-file read runs as: the actor for authorization and OCR
  * attribution, plus how a knowledge-base file identifies its reader.
  */
-type SourceFileAccess = Pick<DownloadFileFromUrlOptions, 'userId' | 'knowledgeAccess'>
+export type SourceFileAccess = Pick<DownloadFileFromUrlOptions, 'userId' | 'knowledgeAccess'>
 
 export async function processDocument(
   fileUrl: string,
@@ -210,11 +210,10 @@ export async function processDocument(
   chunkSize = 1024,
   chunkOverlap = 200,
   minCharactersPerChunk = 100,
-  userId?: string,
+  access: SourceFileAccess = {},
   workspaceId?: string | null,
   strategy?: ChunkingStrategy,
-  strategyOptions?: StrategyOptions,
-  knowledgeAccess?: DownloadFileFromUrlOptions['knowledgeAccess']
+  strategyOptions?: StrategyOptions
 ): Promise<{
   chunks: Chunk[]
   metadata: {
@@ -229,7 +228,6 @@ export async function processDocument(
   }
 }> {
   logger.info('Processing document', { mimeType })
-  const access: SourceFileAccess = { userId, knowledgeAccess }
 
   try {
     const parseResult = await parseDocument(fileUrl, filename, mimeType, access, workspaceId)
diff --git a/apps/sim/lib/knowledge/documents/pdf-ocr-triage.test.ts b/apps/sim/lib/knowledge/documents/pdf-ocr-triage.test.ts
index b450f60897d..e8dc4c4bbde 100644
--- a/apps/sim/lib/knowledge/documents/pdf-ocr-triage.test.ts
+++ b/apps/sim/lib/knowledge/documents/pdf-ocr-triage.test.ts
@@ -57,7 +57,10 @@ function ocrPages(count: number, markdown = 'Recognised page') {
 function parse() {
   return runWithKnowledgeModelInputProvenance(
     undefined,
-    () => processDocument(PDF_URL, 'Contract.pdf', 'application/pdf', 1024, 200, 1, 'user-1'),
+    () =>
+      processDocument(PDF_URL, 'Contract.pdf', 'application/pdf', 1024, 200, 1, {
+        userId: 'user-1',
+      }),
     { opaqueInputSafe: true }
   )
 }
diff --git a/apps/sim/lib/knowledge/documents/service.ts b/apps/sim/lib/knowledge/documents/service.ts
index 75566c4ae4b..9e0e1db6038 100644
--- a/apps/sim/lib/knowledge/documents/service.ts
+++ b/apps/sim/lib/knowledge/documents/service.ts
@@ -90,7 +90,10 @@ import {
   toPermanentDocumentProcessingError,
   UsageLimitDocumentProcessingError,
 } from '@/lib/knowledge/documents/document-processing-error'
-import { processDocument } from '@/lib/knowledge/documents/document-processor'
+import {
+  processDocument,
+  type SourceFileAccess,
+} from '@/lib/knowledge/documents/document-processor'
 import {
   failStaleDocumentProcessingClaim,
   recordUndispatchedDocumentFailure,
@@ -1331,6 +1334,18 @@ function queueGenerationConditions(
  * invocation against the document's retry budget. Direct callers omit it and
  * therefore cannot refund an attempt they never charged.
  */
+/**
+ * Who the processor reads a document's source file as. Always the actor, not
+ * the payer: authorizing as the KB owner would let a writer ingest an internal
+ * file only the owner can read. A connector-owned row was written by the sync
+ * from bytes it fetched, not from a caller-supplied URL, so it is read as the
+ * system: in members mode the row stays hidden until the sync materializes who
+ * observed it, and the actor's own scope would deny the read.
+ */
+function sourceFileAccessFor(connectorId: string | null, actorUserId: string): SourceFileAccess {
+  return { userId: actorUserId, knowledgeAccess: connectorId ? SYSTEM_ACCESS_SCOPE : undefined }
+}
+
 export async function processDocumentAsync(
   knowledgeBaseId: string,
   documentId: string,
@@ -1575,23 +1590,10 @@ export async function processDocumentAsync(
             kbConfig.maxSize,
             kbConfig.overlap,
             kbConfig.minSize,
-            /**
-             * Authorize source-file processing as the actor, not the payer. Using
-             * the KB owner would let a writer ingest an internal file that only the
-             * owner can read.
-             */
-            documentActorUserId,
+            sourceFileAccessFor(ctx.connectorId, documentActorUserId),
             ctx.workspaceId,
             rawConfig?.strategy,
-            rawConfig?.strategyOptions,
-            /**
-             * A connector-owned row was written by the sync from bytes it fetched,
-             * not from a caller-supplied URL, so the processor reads it as the
-             * system: in members mode the row stays hidden until the sync
-             * materializes who observed it, and the actor's own scope would deny
-             * the read. Uploads keep the actor's authorization above.
-             */
-            ctx.connectorId ? SYSTEM_ACCESS_SCOPE : undefined
+            rawConfig?.strategyOptions
           )
 
           assertDocumentChunkCountWithinLimit(processed.chunks.length)
diff --git a/apps/sim/lib/knowledge/orchestration/connector-access.test.ts b/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
index 17865e23eb1..3c91e25009f 100644
--- a/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
+++ b/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
@@ -47,9 +47,19 @@ vi.mock('@/lib/knowledge/connectors/member-access', () => ({
 vi.mock('@/lib/credential-groups/credentials', () => ({
   loadCredentialGroupCredentialListContext: mocks.loadGroup,
 }))
-vi.mock('@/lib/knowledge/access/availability', () => ({
-  isKnowledgeMemberAccessAvailable: mocks.memberAccessAvailable,
-}))
+vi.mock('@/lib/knowledge/access/availability', async () => {
+  const { OrchestrationError } = await import('@/lib/core/orchestration/types')
+  return {
+    isKnowledgeMemberAccessAvailable: mocks.memberAccessAvailable,
+    requireKnowledgeMemberAccessAvailable: async (context: { workspaceId: string }) => {
+      if (await mocks.memberAccessAvailable(context)) return
+      throw new OrchestrationError(
+        'validation',
+        'Per-member access is not available for this workspace'
+      )
+    },
+  }
+})
 vi.mock('@/lib/knowledge/connectors/member-provisioning', () => ({
   provisionKnowledgeConnectorMembersBinding: mocks.provision,
 }))
diff --git a/apps/sim/lib/knowledge/orchestration/connector-access.ts b/apps/sim/lib/knowledge/orchestration/connector-access.ts
index fbe32cc2f9f..c400541e173 100644
--- a/apps/sim/lib/knowledge/orchestration/connector-access.ts
+++ b/apps/sim/lib/knowledge/orchestration/connector-access.ts
@@ -8,7 +8,7 @@ import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attr
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { generateRequestId } from '@/lib/core/utils/request'
 import { loadCredentialGroupCredentialListContext } from '@/lib/credential-groups/credentials'
-import { isKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
+import { requireKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
 import { EMPTY_ACL, WORKSPACE_ACL } from '@/lib/knowledge/access/tokens'
 import {
   grantKnowledgeConnectorCredentialAccess,
@@ -84,12 +84,7 @@ export async function resolveKnowledgeConnectorMembersBinding(input: {
    * Judged by the workspace alone, as the member engine is: a person's own
    * flag clause must not open a mode the engine will then refuse to run.
    */
-  if (!(await isKnowledgeMemberAccessAvailable({ workspaceId: input.workspaceId }))) {
-    throw new OrchestrationError(
-      'validation',
-      'Per-member access is not available for this workspace'
-    )
-  }
+  await requireKnowledgeMemberAccessAvailable({ workspaceId: input.workspaceId })
   if (!input.connectorMeta.permissionScopedListing) {
     throw new OrchestrationError(
       'validation',
diff --git a/apps/sim/lib/sim-search/connectors.test.ts b/apps/sim/lib/sim-search/connectors.test.ts
index 1f8dd35edd8..0aec5f4aa92 100644
--- a/apps/sim/lib/sim-search/connectors.test.ts
+++ b/apps/sim/lib/sim-search/connectors.test.ts
@@ -12,6 +12,7 @@ vi.mock('@/connectors/registry', () => {
         id: 'jsm',
         name: 'Jira Service Management',
         auth: { mode: 'oauth', provider: 'jira' },
+        configFields: [],
         icon,
       },
       jira: {
@@ -34,18 +35,21 @@ vi.mock('@/connectors/registry', () => {
         id: 'gmail',
         name: 'Gmail',
         auth: { mode: 'oauth', provider: 'google-email' },
+        configFields: [],
         icon,
       },
       unknown: {
         id: 'unknown',
         name: 'Unknown',
         auth: { mode: 'oauth', provider: 'not-a-service' },
+        configFields: [],
         icon,
       },
       salesforce: {
         id: 'salesforce',
         name: 'Salesforce',
         auth: { mode: 'oauth', provider: 'salesforce' },
+        configFields: [],
         icon,
       },
     },
diff --git a/apps/sim/lib/sim-search/connectors.ts b/apps/sim/lib/sim-search/connectors.ts
index 716a9ee1c89..9842a4d0e53 100644
--- a/apps/sim/lib/sim-search/connectors.ts
+++ b/apps/sim/lib/sim-search/connectors.ts
@@ -42,6 +42,8 @@ export interface SearchConnector {
    * the first catalog integration on the provider, else the connector type.
    */
   blockType: string
+  /** Required config a person supplies on the source's first connect; empty for one-click sources. */
+  setupFields: readonly ConnectorConfigField[]
 }
 
 /**
@@ -69,6 +71,7 @@ export const SEARCH_CONNECTORS: readonly SearchConnector[] = Object.entries(CONN
         serviceName: service.name,
         serviceIcon: service.icon as ComponentType<{ className?: string }>,
         blockType: getIntegrationsForCredentialProvider(service.providerId)[0]?.type ?? type,
+        setupFields: personalSetupFields(meta),
       },
     ]
   })
@@ -100,12 +103,26 @@ export function personalSetupFields(meta: ConnectorMeta): ConnectorConfigField[]
 /** The setup fields a source config leaves empty. */
 export function missingSetupFields(
   meta: ConnectorMeta,
-  sourceConfig: Record<string, unknown>
+  sourceConfig: Record<string, string>
 ): ConnectorConfigField[] {
-  return personalSetupFields(meta).filter((field) => {
-    const value = sourceConfig[field.id]
-    return typeof value !== 'string' || value.trim() === ''
-  })
+  return personalSetupFields(meta).filter((field) => !sourceConfig[field.id]?.trim())
+}
+
+/** The name a connector shows, from its registry entry. */
+export function connectorDisplayName(connectorType: string): string {
+  return CONNECTOR_META_REGISTRY[connectorType]?.name ?? connectorType
+}
+
+/** Why a source cannot be connected on this surface right now; null when it can. */
+export function searchConnectorUnavailableReason(
+  connector: SearchConnector,
+  integrationAvailability: ReadonlyMap<string, { oauthAvailable: boolean }>,
+  memberAccessAvailable: boolean
+): string | null {
+  if (!isSearchConnectorAvailable(connector, integrationAvailability)) {
+    return `${connector.meta.name} is unavailable in this deployment`
+  }
+  return memberAccessAvailable ? null : 'Per-member access is not available in this workspace'
 }
 
 /**
diff --git a/packages/emcn/src/components/chip/chip.tsx b/packages/emcn/src/components/chip/chip.tsx
index f06411da8a6..07ce3077459 100644
--- a/packages/emcn/src/components/chip/chip.tsx
+++ b/packages/emcn/src/components/chip/chip.tsx
@@ -102,6 +102,8 @@ interface ChipBaseProps extends Omit<VariantProps<typeof chipVariants>, 'variant
   leftAdornment?: ReactNode
   /** Icon component rendered after the label. */
   rightIcon?: ChipIcon
+  /** Custom content rendered after the label, such as a spinning loader. Takes precedence over `rightIcon`. */
+  rightAdornment?: ReactNode
   children?: ReactNode
 }
 
@@ -115,6 +117,7 @@ function ChipContent({
   leftIcon: LeftIcon,
   leftAdornment,
   rightIcon: RightIcon,
+  rightAdornment,
   children,
 }: ChipBaseProps) {
   const isInverse = variant === 'primary' || variant === 'destructive'
@@ -130,7 +133,7 @@ function ChipContent({
       ) : children != null && children !== false ? (
         <span className={cn(overflowTextClipClass, labelClass)}>{children}</span>
       ) : null}
-      {RightIcon ? <RightIcon className={iconClass} /> : null}
+      {rightAdornment ?? (RightIcon ? <RightIcon className={iconClass} /> : null)}
     </>
   )
 }
@@ -152,6 +155,7 @@ const Chip = forwardRef<HTMLButtonElement, ChipProps>(function Chip(
     leftIcon,
     leftAdornment,
     rightIcon,
+    rightAdornment,
     children,
     type,
     ...props
@@ -170,6 +174,7 @@ const Chip = forwardRef<HTMLButtonElement, ChipProps>(function Chip(
         leftIcon={leftIcon}
         leftAdornment={leftAdornment}
         rightIcon={rightIcon}
+        rightAdornment={rightAdornment}
       >
         {children}
       </ChipContent>
@@ -195,6 +200,7 @@ const ChipLink = forwardRef<HTMLAnchorElement, ChipLinkProps>(function ChipLink(
     leftIcon,
     leftAdornment,
     rightIcon,
+    rightAdornment,
     children,
     ...props
   },
@@ -211,6 +217,7 @@ const ChipLink = forwardRef<HTMLAnchorElement, ChipLinkProps>(function ChipLink(
         leftIcon={leftIcon}
         leftAdornment={leftAdornment}
         rightIcon={rightIcon}
+        rightAdornment={rightAdornment}
       >
         {children}
       </ChipContent>

From 0c5a0302243ef209d51cd055d1b16ab766451d02 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 03:02:09 -0700
Subject: [PATCH 46/76] fix(connectors): keep per-member listings complete
 across partial scopes and blank caps

Teams, SharePoint, and OneDrive skip one of several channels or a descendant
folder a member cannot reach instead of failing the whole listing, which the
members-mode crawl would read as the member reaching nothing. Gmail and
Outlook keep their default cap for a null, empty, or whitespace field rather
than lifting it, through a shared parseDefaultedUnlimitedSafeInteger. The
Confluence incremental CQL clause is fixed on the first page so a cursor is
never paired with a query that crossed a minute boundary.
---
 .../connectors/confluence/confluence.test.ts  |  65 ++++++++-
 apps/sim/connectors/confluence/confluence.ts  |  19 ++-
 apps/sim/connectors/gmail/gmail.test.ts       |  18 +++
 apps/sim/connectors/gmail/gmail.ts            |  16 +--
 apps/sim/connectors/microsoft-excel/meta.ts   |   6 +-
 .../microsoft-teams/microsoft-teams.test.ts   |  74 ++++++++++
 .../microsoft-teams/microsoft-teams.ts        | 129 ++++++++++++------
 apps/sim/connectors/onedrive/onedrive.test.ts |  42 ++++++
 apps/sim/connectors/onedrive/onedrive.ts      |  16 ++-
 apps/sim/connectors/outlook/outlook.test.ts   |  16 +++
 apps/sim/connectors/outlook/outlook.ts        |   6 +-
 .../connectors/sharepoint/sharepoint.test.ts  |  47 +++++++
 apps/sim/connectors/sharepoint/sharepoint.ts  |  20 ++-
 apps/sim/connectors/utils.test.ts             |  45 ++++++
 apps/sim/connectors/utils.ts                  |  33 +++++
 15 files changed, 491 insertions(+), 61 deletions(-)

diff --git a/apps/sim/connectors/confluence/confluence.test.ts b/apps/sim/connectors/confluence/confluence.test.ts
index 70f06538d2b..383a8ca8164 100644
--- a/apps/sim/connectors/confluence/confluence.test.ts
+++ b/apps/sim/connectors/confluence/confluence.test.ts
@@ -1,7 +1,7 @@
 /**
  * @vitest-environment node
  */
-import { describe, expect, it } from 'vitest'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
 import {
   AtlassianSiteNotAccessibleError,
   AtlassianSiteNotMatchedError,
@@ -408,3 +408,66 @@ describe('preserveConfluenceCallouts', () => {
     expect(result).toContain('[WARNING] Do NOT use this form for: GitLab')
   })
 })
+
+describe('confluence incremental CQL listing', () => {
+  const fetchMock =
+    vi.fn<(input: string | URL | Request, init?: RequestInit) => Promise<Response>>()
+
+  function jsonResponse(body: unknown): Response {
+    return new Response(JSON.stringify(body), {
+      status: 200,
+      headers: { 'Content-Type': 'application/json' },
+    })
+  }
+
+  function cqlOfCall(index: number): string | null {
+    return new URL(String(fetchMock.mock.calls[index][0])).searchParams.get('cql')
+  }
+
+  beforeEach(() => {
+    vi.useFakeTimers()
+    fetchMock.mockReset()
+    vi.stubGlobal('fetch', fetchMock)
+  })
+
+  afterEach(() => {
+    vi.unstubAllGlobals()
+    vi.useRealTimers()
+  })
+
+  it('keeps one lastModified clause across pages that straddle a minute boundary', async () => {
+    const lastSyncAt = new Date('2026-09-01T11:30:00Z')
+    const config = { domain: 'example.atlassian.net', spaceKey: 'ENG' }
+    const syncContext: Record<string, unknown> = { cloudId: 'cloud-1' }
+    fetchMock
+      .mockResolvedValueOnce(
+        jsonResponse({
+          results: [],
+          _links: { next: '/wiki/rest/api/content/search?cursor=page-2&cql=ignored' },
+        })
+      )
+      .mockResolvedValueOnce(jsonResponse({ results: [] }))
+
+    vi.setSystemTime(new Date('2026-09-01T12:00:59Z'))
+    const first = await confluenceConnector.listDocuments(
+      'token',
+      config,
+      undefined,
+      syncContext,
+      lastSyncAt
+    )
+    expect(first.nextCursor).toBe('page-2')
+
+    vi.setSystemTime(new Date('2026-09-01T12:01:01Z'))
+    await confluenceConnector.listDocuments(
+      'token',
+      config,
+      first.nextCursor,
+      syncContext,
+      lastSyncAt
+    )
+
+    expect(cqlOfCall(0)).toContain('lastModified >= now("-31m")')
+    expect(cqlOfCall(1)).toBe(cqlOfCall(0))
+  })
+})
diff --git a/apps/sim/connectors/confluence/confluence.ts b/apps/sim/connectors/confluence/confluence.ts
index e1b5a4ce798..6ad3f97e199 100644
--- a/apps/sim/connectors/confluence/confluence.ts
+++ b/apps/sim/connectors/confluence/confluence.ts
@@ -698,6 +698,23 @@ export function buildLastModifiedClause(lastSyncAt: Date, now: Date): string {
   return `lastModified >= now("-${minutes}m")`
 }
 
+/**
+ * The `lastModified` clause every page of one listing shares. The clause is a
+ * window relative to the server clock, so recomputing it on a later page that
+ * crosses a minute boundary would pair the cursor `_links.next` issued with a
+ * query it was not issued for; the first page fixes it for the run.
+ */
+export function resolveLastModifiedClause(
+  lastSyncAt: Date,
+  syncContext: Record<string, unknown> | undefined
+): string {
+  const fixed = syncContext?.cqlLastModifiedClause
+  if (typeof fixed === 'string') return fixed
+  const clause = buildLastModifiedClause(lastSyncAt, new Date())
+  if (syncContext) syncContext.cqlLastModifiedClause = clause
+  return clause
+}
+
 /**
  * Page size for CQL search. The endpoint defaults to 25 and documents no hard
  * maximum, so this stays conservatively below the fixed system limits it warns
@@ -749,7 +766,7 @@ async function listDocumentsViaCql(
     cql += ` AND label in (${labelList})`
   }
 
-  if (lastSyncAt) cql += ` AND ${buildLastModifiedClause(lastSyncAt, new Date())}`
+  if (lastSyncAt) cql += ` AND ${resolveLastModifiedClause(lastSyncAt, syncContext)}`
 
   const fetchedSoFar = (syncContext?.totalDocsFetched as number) ?? 0
   const remaining = maxPages > 0 ? maxPages - fetchedSoFar : Number.POSITIVE_INFINITY
diff --git a/apps/sim/connectors/gmail/gmail.test.ts b/apps/sim/connectors/gmail/gmail.test.ts
index 74023e74f51..2362fa0011f 100644
--- a/apps/sim/connectors/gmail/gmail.test.ts
+++ b/apps/sim/connectors/gmail/gmail.test.ts
@@ -12,6 +12,7 @@ vi.mock('@/lib/knowledge/documents/utils', () => ({
 vi.mock('@/components/icons', () => ({ GmailIcon: () => null }))
 
 import { gmailConnector } from '@/connectors/gmail/gmail'
+import { DEFAULT_MAX_THREADS } from '@/connectors/gmail/meta'
 
 function threads(count: number, prefix: string) {
   return Array.from({ length: count }, (_, i) => ({ id: `${prefix}-${i}`, historyId: '1' }))
@@ -86,3 +87,20 @@ describe('gmail listDocuments with maxThreads 0 (unlimited, a per-member sync)',
     expect(syncContext.listingCapped).toBe(true)
   })
 })
+
+describe('gmail listDocuments with a blank maxThreads', () => {
+  it.each([null, '', '   '])('keeps the default cap for %j', async (maxThreads) => {
+    mockPages([])
+    const syncContext: Record<string, unknown> = { totalThreadsFetched: DEFAULT_MAX_THREADS }
+
+    const result = await gmailConnector.listDocuments(
+      'token',
+      { maxThreads },
+      undefined,
+      syncContext
+    )
+
+    expect(result.hasMore).toBe(false)
+    expect(mockFetchWithRetry).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/connectors/gmail/gmail.ts b/apps/sim/connectors/gmail/gmail.ts
index c8ea8fd70b7..a3254c8a338 100644
--- a/apps/sim/connectors/gmail/gmail.ts
+++ b/apps/sim/connectors/gmail/gmail.ts
@@ -6,8 +6,8 @@ import type { ConnectorConfig, ExternalDocument, ExternalDocumentList } from '@/
 import {
   htmlToPlainText,
   joinTagArray,
+  parseDefaultedUnlimitedSafeInteger,
   parseMultiValue,
-  parseOptionalUnlimitedSafeInteger,
   parseTagDate,
 } from '@/connectors/utils'
 
@@ -452,14 +452,12 @@ export const gmailConnector: ConnectorConfig = {
       labelIndex = resolved
     }
     const searchQuery = buildSearchQuery(sourceConfig, labelIndex)
-    /** Absent means the default cap; an explicit 0 (a per-member sync) means unlimited. */
-    const maxThreads =
-      sourceConfig.maxThreads === undefined
-        ? DEFAULT_MAX_THREADS
-        : parseOptionalUnlimitedSafeInteger(
-            sourceConfig.maxThreads,
-            'maxThreads must be a non-negative integer'
-          )
+    /** A blank field keeps the default cap; an explicit 0 (a per-member sync) means unlimited. */
+    const maxThreads = parseDefaultedUnlimitedSafeInteger(
+      sourceConfig.maxThreads,
+      DEFAULT_MAX_THREADS,
+      'maxThreads must be a non-negative integer'
+    )
 
     const totalFetched = (syncContext?.totalThreadsFetched as number) ?? 0
     if (maxThreads > 0 && totalFetched >= maxThreads) {
diff --git a/apps/sim/connectors/microsoft-excel/meta.ts b/apps/sim/connectors/microsoft-excel/meta.ts
index 142a0786071..463993e4070 100644
--- a/apps/sim/connectors/microsoft-excel/meta.ts
+++ b/apps/sim/connectors/microsoft-excel/meta.ts
@@ -14,7 +14,11 @@ export const microsoftExcelConnectorMeta: ConnectorMeta = {
     requiredScopes: ['Files.ReadWrite'],
   },
 
-  /** Every worksheet of the one workbook is listed; nothing caps the listing. */
+  /**
+   * No config field caps the listing: every worksheet of the one workbook is
+   * listed. The `MAX_WORKSHEETS` memory bound flags `listingCapped` when it
+   * bites, which the members-mode crawl reads as an incomplete listing.
+   */
   permissionScopedListing: { capFieldIds: [] },
   configFields: [
     {
diff --git a/apps/sim/connectors/microsoft-teams/microsoft-teams.test.ts b/apps/sim/connectors/microsoft-teams/microsoft-teams.test.ts
index 5dba2c181b1..306289f09c5 100644
--- a/apps/sim/connectors/microsoft-teams/microsoft-teams.test.ts
+++ b/apps/sim/connectors/microsoft-teams/microsoft-teams.test.ts
@@ -12,6 +12,7 @@ vi.mock('@/lib/knowledge/documents/utils', () => ({
 vi.mock('@/components/icons', () => ({ MicrosoftTeamsIcon: () => null }))
 
 import { microsoftTeamsConnector } from '@/connectors/microsoft-teams/microsoft-teams'
+import { PER_MEMBER_LISTING_CONTEXT } from '@/connectors/utils'
 
 const GRAPH = 'https://graph.microsoft.com/v1.0'
 const TEAM_ID = 'team-1'
@@ -80,3 +81,76 @@ describe('microsoft teams listing scope', () => {
     expect(microsoftTeamsConnector.isListingScopeUnavailableError!(error)).toBe(false)
   })
 })
+
+describe('microsoft teams per-member listing of several channels', () => {
+  const messagesUrl = (channelId: string) =>
+    `${GRAPH}/teams/${TEAM_ID}/channels/${channelId}/messages?$top=50&$expand=replies`
+
+  function teamsMessage(id: string) {
+    return {
+      id,
+      messageType: 'message',
+      createdDateTime: '2026-01-01T00:00:00Z',
+      from: { user: { id: 'u1', displayName: 'Ada' } },
+      body: { contentType: 'text', content: `hello from ${id}` },
+    }
+  }
+
+  /** General is readable, Private answers 403 on its messages, Secret is not listed at all. */
+  function mockChannels() {
+    mockGraph({
+      [CHANNELS_URL]: {
+        body: {
+          value: [
+            { id: 'c1', displayName: 'General' },
+            { id: 'c2', displayName: 'Private' },
+          ],
+        },
+      },
+      [messagesUrl('c1')]: { body: { value: [teamsMessage('m1')] } },
+      [messagesUrl('c2')]: { status: 403, body: {} },
+    })
+  }
+
+  beforeEach(() => {
+    vi.clearAllMocks()
+  })
+
+  it('skips the channels the member cannot reach and keeps the rest', async () => {
+    mockChannels()
+
+    const result = await microsoftTeamsConnector.listDocuments(
+      'token',
+      { teamId: TEAM_ID, channel: ['General', 'Private', 'Secret'] },
+      undefined,
+      { ...PER_MEMBER_LISTING_CONTEXT }
+    )
+
+    expect(result.documents.map((doc) => doc.externalId)).toEqual(['c1'])
+    expect(result.hasMore).toBe(false)
+  })
+
+  it('still fails a shared listing when one of several channels is unreachable', async () => {
+    mockChannels()
+
+    const error = await microsoftTeamsConnector
+      .listDocuments('token', { teamId: TEAM_ID, channel: ['General', 'Private'] }, undefined, {})
+      .catch((e: unknown) => e)
+
+    expect(error).toBeInstanceOf(Error)
+    expect(microsoftTeamsConnector.isListingScopeUnavailableError!(error)).toBe(true)
+  })
+
+  it('reads a sole unreachable channel as the whole scope', async () => {
+    mockChannels()
+
+    const error = await microsoftTeamsConnector
+      .listDocuments('token', { teamId: TEAM_ID, channel: 'Private' }, undefined, {
+        ...PER_MEMBER_LISTING_CONTEXT,
+      })
+      .catch((e: unknown) => e)
+
+    expect(error).toBeInstanceOf(Error)
+    expect(microsoftTeamsConnector.isListingScopeUnavailableError!(error)).toBe(true)
+  })
+})
diff --git a/apps/sim/connectors/microsoft-teams/microsoft-teams.ts b/apps/sim/connectors/microsoft-teams/microsoft-teams.ts
index c458ff5460e..1ae19ae97ef 100644
--- a/apps/sim/connectors/microsoft-teams/microsoft-teams.ts
+++ b/apps/sim/connectors/microsoft-teams/microsoft-teams.ts
@@ -11,6 +11,7 @@ import {
   computeContentHash,
   htmlToPlainText,
   isListingScopeUnavailableError,
+  isPerMemberListing,
   parseMultiValue,
   parseTagDate,
 } from '@/connectors/utils'
@@ -312,23 +313,73 @@ async function resolveChannel(
   return null
 }
 
+/**
+ * Graph answers 403 for a team or private channel the caller is not a member
+ * of and 404 for one it will not show them; a channel the caller's channel
+ * list does not resolve is reported the same way.
+ */
+function isChannelScopeUnavailableError(error: unknown): boolean {
+  return (
+    isListingScopeUnavailableError(error) ||
+    (error instanceof GraphApiError && (error.status === 403 || error.status === 404))
+  )
+}
+
+/** Lists one configured channel as a document, or null when it holds no messages. */
+async function listChannel(
+  accessToken: string,
+  teamId: string,
+  channelInput: string,
+  maxMessages: number
+): Promise<ExternalDocument | null> {
+  const channel = await resolveChannel(accessToken, teamId, channelInput)
+  if (!channel) {
+    throw new ConnectorListingScopeUnavailableError(`Channel not found: ${channelInput}`, 404)
+  }
+
+  const { threads, messageCount, lastActivityTs } = await fetchChannelMessages(
+    accessToken,
+    teamId,
+    channel.id,
+    maxMessages
+  )
+
+  const content = formatMessages(threads)
+  if (!content.trim()) {
+    logger.info(`No messages found in channel: ${channel.displayName}`)
+    return null
+  }
+
+  const contentHash = await computeContentHash(content)
+
+  const sourceUrl = `https://teams.microsoft.com/l/channel/${encodeURIComponent(channel.id)}/${encodeURIComponent(channel.displayName)}?groupId=${encodeURIComponent(teamId)}`
+
+  return {
+    externalId: channel.id,
+    title: channel.displayName,
+    content,
+    mimeType: 'text/plain',
+    sourceUrl,
+    contentHash,
+    metadata: {
+      channelName: channel.displayName,
+      messageCount,
+      lastActivity: lastActivityTs || undefined,
+      description: channel.description || undefined,
+    },
+  }
+}
+
 export const microsoftTeamsConnector: ConnectorConfig = {
   ...microsoftTeamsConnectorMeta,
 
-  /**
-   * Graph answers 403 for a team or private channel the caller is not a member
-   * of and 404 for one it will not show them; a channel the caller's channel
-   * list does not resolve is reported the same way.
-   */
-  isListingScopeUnavailableError: (error) =>
-    isListingScopeUnavailableError(error) ||
-    (error instanceof GraphApiError && (error.status === 403 || error.status === 404)),
+  isListingScopeUnavailableError: isChannelScopeUnavailableError,
 
   listDocuments: async (
     accessToken: string,
     sourceConfig: Record<string, unknown>,
     _cursor?: string,
-    _syncContext?: Record<string, unknown>
+    syncContext?: Record<string, unknown>
   ): Promise<ExternalDocumentList> => {
     const teamId = sourceConfig.teamId as string
     const channelInputs = parseMultiValue(sourceConfig.channel)
@@ -350,42 +401,32 @@ export const microsoftTeamsConnector: ConnectorConfig = {
     const documents: ExternalDocument[] = []
 
     for (const channelInput of channelInputs) {
-      const channel = await resolveChannel(accessToken, teamId, channelInput)
-      if (!channel) {
-        throw new ConnectorListingScopeUnavailableError(`Channel not found: ${channelInput}`, 404)
-      }
-
-      const { threads, messageCount, lastActivityTs } = await fetchChannelMessages(
-        accessToken,
-        teamId,
-        channel.id,
-        maxMessages
-      )
-
-      const content = formatMessages(threads)
-      if (!content.trim()) {
-        logger.info(`No messages found in channel: ${channel.displayName}`)
-        continue
+      let document: ExternalDocument | null
+      try {
+        document = await listChannel(accessToken, teamId, channelInput, maxMessages)
+      } catch (error) {
+        /**
+         * One of several channels a member cannot reach is absent from their
+         * listing, not the end of it: move on to the next channel so the rest
+         * of their access survives. A sole unreachable channel is the whole
+         * scope, which the members-mode crawl reads as a complete listing of
+         * nothing, and a shared credential still fails the sync rather than
+         * silently dropping the channel.
+         */
+        if (
+          channelInputs.length > 1 &&
+          isPerMemberListing(syncContext) &&
+          isChannelScopeUnavailableError(error)
+        ) {
+          logger.warn('Skipping a Microsoft Teams channel the member cannot reach', {
+            channel: channelInput,
+            error: getErrorMessage(error),
+          })
+          continue
+        }
+        throw error
       }
-
-      const contentHash = await computeContentHash(content)
-
-      const sourceUrl = `https://teams.microsoft.com/l/channel/${encodeURIComponent(channel.id)}/${encodeURIComponent(channel.displayName)}?groupId=${encodeURIComponent(teamId)}`
-
-      documents.push({
-        externalId: channel.id,
-        title: channel.displayName,
-        content,
-        mimeType: 'text/plain',
-        sourceUrl,
-        contentHash,
-        metadata: {
-          channelName: channel.displayName,
-          messageCount,
-          lastActivity: lastActivityTs || undefined,
-          description: channel.description || undefined,
-        },
-      })
+      if (document) documents.push(document)
     }
 
     // All selected channels are emitted in a single page; no pagination needed
diff --git a/apps/sim/connectors/onedrive/onedrive.test.ts b/apps/sim/connectors/onedrive/onedrive.test.ts
index 3439d7b31b1..7ce1f708fd7 100644
--- a/apps/sim/connectors/onedrive/onedrive.test.ts
+++ b/apps/sim/connectors/onedrive/onedrive.test.ts
@@ -16,6 +16,7 @@ import { onedriveConnector } from '@/connectors/onedrive/onedrive'
 import {
   encodeMicrosoftGraphTraversalCursor,
   MICROSOFT_GRAPH_MAX_PENDING_FOLDERS,
+  PER_MEMBER_LISTING_CONTEXT,
 } from '@/connectors/utils'
 
 const GRAPH = 'https://graph.microsoft.com/v1.0'
@@ -430,6 +431,47 @@ describe('onedrive listing scope', () => {
     }
   )
 
+  it('skips a subfolder the member cannot reach and keeps their listing complete', async () => {
+    mockGraph({
+      [ROOT_URL]: {
+        body: { value: [file('f1', 'a.txt'), folder('open', 'open'), folder('locked', 'locked')] },
+      },
+      [childrenUrl('locked')]: { status: 403, body: {} },
+      [childrenUrl('open')]: { body: { value: [file('f2', 'b.md')] } },
+    })
+    const syncContext: Record<string, unknown> = { ...PER_MEMBER_LISTING_CONTEXT }
+
+    const result = await onedriveConnector.listDocuments('token', {}, undefined, syncContext)
+
+    expect(result.documents.map((d) => d.externalId)).toEqual(['f1', 'f2'])
+    expect(result.hasMore).toBe(false)
+    expect(syncContext.listingCapped).toBeUndefined()
+  })
+
+  it('still fails a shared listing on a subfolder it cannot reach', async () => {
+    mockGraph({
+      [ROOT_URL]: { body: { value: [file('f1', 'a.txt'), folder('locked', 'locked')] } },
+    })
+
+    const error = await onedriveConnector
+      .listDocuments('token', {}, undefined, {})
+      .catch((e: unknown) => e)
+
+    expect(error).toBeInstanceOf(Error)
+    expect(onedriveConnector.isListingScopeUnavailableError!(error)).toBe(true)
+  })
+
+  it('reads an unreachable root as the whole scope under a per-member listing', async () => {
+    mockGraph({ [ROOT_URL]: { status: 403, body: {} } })
+
+    const error = await onedriveConnector
+      .listDocuments('token', {}, undefined, { ...PER_MEMBER_LISTING_CONTEXT })
+      .catch((e: unknown) => e)
+
+    expect(error).toBeInstanceOf(Error)
+    expect(onedriveConnector.isListingScopeUnavailableError!(error)).toBe(true)
+  })
+
   it('keeps any other listing failure retryable', async () => {
     mockGraph({ [ROOT_URL]: { status: 500, body: {} } })
 
diff --git a/apps/sim/connectors/onedrive/onedrive.ts b/apps/sim/connectors/onedrive/onedrive.ts
index 7fe5c17a103..dced987dbaf 100644
--- a/apps/sim/connectors/onedrive/onedrive.ts
+++ b/apps/sim/connectors/onedrive/onedrive.ts
@@ -20,6 +20,7 @@ import {
   isIndexableConnectorFile,
   isListingScopeUnavailableError,
   isMicrosoftGraphDriveItem,
+  isSkippableMicrosoftGraphFolderError,
   isSkippedDocument,
   type MicrosoftGraphTraversalState,
   markSkipped,
@@ -267,7 +268,20 @@ export const onedriveConnector: ConnectorConfig = {
           status: response.status,
           error: errorText,
         })
-        throw microsoftGraphListingError('Failed to list OneDrive files', response.status)
+        const error = microsoftGraphListingError('Failed to list OneDrive files', response.status)
+        const isRootFolder = state.currentFolder === undefined
+        if (!isSkippableMicrosoftGraphFolderError(error, syncContext, isRootFolder)) throw error
+        logger.warn('Skipping a OneDrive folder the member cannot reach', {
+          folderId: state.currentFolder,
+          status: response.status,
+        })
+        if (state.folderStack.length === 0) {
+          done = true
+          break
+        }
+        state.currentFolder = state.folderStack.pop()!
+        state.nextLink = undefined
+        continue
       }
 
       const data = parseMicrosoftGraphDriveItemList(await response.json(), 'OneDrive')
diff --git a/apps/sim/connectors/outlook/outlook.test.ts b/apps/sim/connectors/outlook/outlook.test.ts
index e33c2fa1e26..7452c2969c3 100644
--- a/apps/sim/connectors/outlook/outlook.test.ts
+++ b/apps/sim/connectors/outlook/outlook.test.ts
@@ -2,6 +2,7 @@
  * @vitest-environment node
  */
 import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import { DEFAULT_MAX_CONVERSATIONS } from '@/connectors/outlook/meta'
 import {
   DELETED_ITEMS_FOLDER,
   isAllMailSync,
@@ -499,6 +500,21 @@ describe('listDocuments conversation cap', () => {
     expect(syncContext.listingCapped).toBe(true)
   })
 
+  it('keeps the default cap when the field holds only whitespace', async () => {
+    routeFetch([inboxMessagesRoute(DEFAULT_MAX_CONVERSATIONS + 1)])
+
+    const syncContext: Record<string, unknown> = {}
+    const result = await outlookConnector.listDocuments(
+      'token',
+      { folder: 'inbox', maxConversations: '   ' },
+      undefined,
+      syncContext
+    )
+
+    expect(result.documents).toHaveLength(DEFAULT_MAX_CONVERSATIONS)
+    expect(syncContext.listingCapped).toBe(true)
+  })
+
   it('lists every conversation when the cap is 0', async () => {
     routeFetch([inboxMessagesRoute(3)])
 
diff --git a/apps/sim/connectors/outlook/outlook.ts b/apps/sim/connectors/outlook/outlook.ts
index 344a311e364..78f183883d6 100644
--- a/apps/sim/connectors/outlook/outlook.ts
+++ b/apps/sim/connectors/outlook/outlook.ts
@@ -7,7 +7,7 @@ import {
   htmlToPlainText,
   isListingScopeUnavailableError,
   listingRequestError,
-  parseOptionalUnlimitedSafeInteger,
+  parseDefaultedUnlimitedSafeInteger,
   parseTagDate,
 } from '@/connectors/utils'
 
@@ -613,9 +613,9 @@ function formatConversation(
  * per-member listing is complete.
  */
 function parseMaxConversations(value: unknown): number {
-  if (value === undefined || value === null || value === '') return DEFAULT_MAX_CONVERSATIONS
-  return parseOptionalUnlimitedSafeInteger(
+  return parseDefaultedUnlimitedSafeInteger(
     value,
+    DEFAULT_MAX_CONVERSATIONS,
     'Max conversations must be a positive safe integer, or 0 for unlimited'
   )
 }
diff --git a/apps/sim/connectors/sharepoint/sharepoint.test.ts b/apps/sim/connectors/sharepoint/sharepoint.test.ts
index 12b885ced96..9263246515b 100644
--- a/apps/sim/connectors/sharepoint/sharepoint.test.ts
+++ b/apps/sim/connectors/sharepoint/sharepoint.test.ts
@@ -22,6 +22,7 @@ import {
   appendPendingMicrosoftGraphFolders,
   encodeMicrosoftGraphTraversalCursor,
   MICROSOFT_GRAPH_MAX_PENDING_FOLDERS,
+  PER_MEMBER_LISTING_CONTEXT,
 } from '@/connectors/utils'
 
 const GRAPH = 'https://graph.microsoft.com/v1.0'
@@ -479,6 +480,52 @@ describe('listDocuments', () => {
     expect(syncContext.listingCapped).toBeUndefined()
   })
 
+  it('skips a subfolder the member cannot reach and keeps their listing complete', async () => {
+    mockGraph({
+      ...childrenRoute(DEFAULT_DRIVE_ID, null, [
+        file('f1', 'a.txt'),
+        folder('open', 'Open'),
+        folder('locked', 'Locked'),
+      ]),
+      [`${GRAPH}/drives/${DEFAULT_DRIVE_ID}/items/locked/children?$top=200&$select=${ITEM_SELECT}`]:
+        { status: 403, body: {} },
+      ...childrenRoute(DEFAULT_DRIVE_ID, 'open', [file('f2', 'b.txt')]),
+    })
+    const syncContext = { ...listContext(), ...PER_MEMBER_LISTING_CONTEXT }
+
+    const result = await list(undefined, syncContext)
+
+    expect(result.documents.map((doc) => doc.externalId)).toEqual(['f1', 'f2'])
+    expect(result.hasMore).toBe(false)
+    expect(syncContext.listingCapped).toBeUndefined()
+  })
+
+  it('still fails a shared listing on a subfolder it cannot reach', async () => {
+    mockGraph({
+      ...childrenRoute(DEFAULT_DRIVE_ID, null, [file('f1', 'a.txt'), folder('locked', 'Locked')]),
+    })
+
+    const error = await list(undefined, listContext()).catch((e: unknown) => e)
+
+    expect(error).toBeInstanceOf(Error)
+    expect(sharepointConnector.isListingScopeUnavailableError!(error)).toBe(true)
+  })
+
+  it('reads an unreachable root as the whole scope under a per-member listing', async () => {
+    mockGraph({
+      [`${GRAPH}/drives/${DEFAULT_DRIVE_ID}/root/children?$top=200&$select=${ITEM_SELECT}`]: {
+        status: 403,
+        body: {},
+      },
+    })
+    const syncContext = { ...listContext(), ...PER_MEMBER_LISTING_CONTEXT }
+
+    const error = await list(undefined, syncContext).catch((e: unknown) => e)
+
+    expect(error).toBeInstanceOf(Error)
+    expect(sharepointConnector.isListingScopeUnavailableError!(error)).toBe(true)
+  })
+
   it('drains subfolders within a single call instead of one folder per page', async () => {
     mockGraph({
       ...childrenRoute(DEFAULT_DRIVE_ID, null, [file('f1', 'a.txt'), folder('sub', 'Sub')]),
diff --git a/apps/sim/connectors/sharepoint/sharepoint.ts b/apps/sim/connectors/sharepoint/sharepoint.ts
index 9d14a62f949..27f21bd6fab 100644
--- a/apps/sim/connectors/sharepoint/sharepoint.ts
+++ b/apps/sim/connectors/sharepoint/sharepoint.ts
@@ -22,6 +22,7 @@ import {
   isIndexableConnectorFile,
   isListingScopeUnavailableError,
   isMicrosoftGraphDriveItem,
+  isSkippableMicrosoftGraphFolderError,
   isSkippedDocument,
   type MicrosoftGraphTraversalState,
   markSkipped,
@@ -865,7 +866,24 @@ export const sharepointConnector: ConnectorConfig = {
     let cappedWithItemsLeft = false
 
     for (let request = 0; request < MAX_LIST_REQUESTS_PER_CALL; request++) {
-      const data = await listFolderItems(accessToken, driveId, state.currentFolder, state.nextLink)
+      let data: Awaited<ReturnType<typeof listFolderItems>>
+      try {
+        data = await listFolderItems(accessToken, driveId, state.currentFolder, state.nextLink)
+      } catch (error) {
+        const isRootFolder = state.currentFolder === rootFolderId
+        if (!isSkippableMicrosoftGraphFolderError(error, syncContext, isRootFolder)) throw error
+        logger.warn('Skipping a SharePoint folder the member cannot reach', {
+          folderId: state.currentFolder,
+          error: getErrorMessage(error),
+        })
+        if (state.folderStack.length === 0) {
+          stopPaging = true
+          break
+        }
+        state.currentFolder = state.folderStack.pop()!
+        state.nextLink = undefined
+        continue
+      }
 
       // Separate files and subfolders
       const subfolders: string[] = []
diff --git a/apps/sim/connectors/utils.test.ts b/apps/sim/connectors/utils.test.ts
index 4fd76920f55..353d715eaa0 100644
--- a/apps/sim/connectors/utils.test.ts
+++ b/apps/sim/connectors/utils.test.ts
@@ -64,17 +64,21 @@ import {
   appendPendingMicrosoftGraphFolders,
   assertMicrosoftGraphNextLink,
   ConnectorFileTooLargeError,
+  ConnectorListingScopeUnavailableError,
   decodeMicrosoftGraphTraversalCursor,
   encodeMicrosoftGraphTraversalCursor,
   extractConnectorText,
   hasIndexablePayload,
   htmlToPlainText,
   isIndexableConnectorFile,
+  isSkippableMicrosoftGraphFolderError,
   isSkippedDocument,
   MICROSOFT_GRAPH_MAX_CURSOR_ENCODED_BYTES,
   MICROSOFT_GRAPH_MAX_ITEM_ID_BYTES,
   MICROSOFT_GRAPH_MAX_PENDING_FOLDERS,
   markSkipped,
+  PER_MEMBER_LISTING_CONTEXT,
+  parseDefaultedUnlimitedSafeInteger,
   pipelineParsedMimeType,
   readBodyWithLimit,
   sizeLimitSkipReason,
@@ -1594,3 +1598,44 @@ describe('hasIndexablePayload', () => {
     expect(hasIndexablePayload({ content: '   ' })).toBe(false)
   })
 })
+
+describe('parseDefaultedUnlimitedSafeInteger', () => {
+  const ERROR = 'bad cap'
+
+  it.each([undefined, null, '', '   '])('keeps the default for a blank field (%j)', (value) => {
+    expect(parseDefaultedUnlimitedSafeInteger(value, 500, ERROR)).toBe(500)
+  })
+
+  it('reads an explicit 0 as unlimited', () => {
+    expect(parseDefaultedUnlimitedSafeInteger(0, 500, ERROR)).toBe(0)
+    expect(parseDefaultedUnlimitedSafeInteger('0', 500, ERROR)).toBe(0)
+  })
+
+  it('parses a set cap and rejects a malformed one', () => {
+    expect(parseDefaultedUnlimitedSafeInteger(' 200 ', 500, ERROR)).toBe(200)
+    expect(() => parseDefaultedUnlimitedSafeInteger('many', 500, ERROR)).toThrow(ERROR)
+    expect(() => parseDefaultedUnlimitedSafeInteger(-1, 500, ERROR)).toThrow(ERROR)
+  })
+})
+
+describe('isSkippableMicrosoftGraphFolderError', () => {
+  const unreachable = new ConnectorListingScopeUnavailableError('folder', 403)
+  const perMember = { ...PER_MEMBER_LISTING_CONTEXT }
+
+  it('skips an unreachable descendant folder under a per-member listing', () => {
+    expect(isSkippableMicrosoftGraphFolderError(unreachable, perMember, false)).toBe(true)
+  })
+
+  it('never skips the configured root', () => {
+    expect(isSkippableMicrosoftGraphFolderError(unreachable, perMember, true)).toBe(false)
+  })
+
+  it('never skips under a shared credential', () => {
+    expect(isSkippableMicrosoftGraphFolderError(unreachable, {}, false)).toBe(false)
+    expect(isSkippableMicrosoftGraphFolderError(unreachable, undefined, false)).toBe(false)
+  })
+
+  it('never skips a fault the engine should retry', () => {
+    expect(isSkippableMicrosoftGraphFolderError(new Error('500'), perMember, false)).toBe(false)
+  })
+})
diff --git a/apps/sim/connectors/utils.ts b/apps/sim/connectors/utils.ts
index 4d25f214c13..857bac814a7 100644
--- a/apps/sim/connectors/utils.ts
+++ b/apps/sim/connectors/utils.ts
@@ -56,6 +56,22 @@ export function parseOptionalUnlimitedSafeInteger(value: unknown, errorMessage:
   return parsed
 }
 
+/**
+ * Parses a connector cap that keeps `defaultValue` when the field is blank —
+ * absent, null, or a string of nothing but whitespace — and otherwise reads
+ * like {@link parseOptionalUnlimitedSafeInteger}, where 0 lifts the cap. A
+ * per-member sync writes that explicit 0; a form left empty must not.
+ */
+export function parseDefaultedUnlimitedSafeInteger(
+  value: unknown,
+  defaultValue: number,
+  errorMessage: string
+): number {
+  if (value === undefined || value === null) return defaultValue
+  if (typeof value === 'string' && value.trim() === '') return defaultValue
+  return parseOptionalUnlimitedSafeInteger(value, errorMessage)
+}
+
 const MICROSOFT_GRAPH_ORIGIN = 'https://graph.microsoft.com'
 
 export interface MicrosoftGraphTraversalState {
@@ -762,3 +778,20 @@ export const PER_MEMBER_LISTING_CONTEXT = { perMemberListing: true } as const
 export function isPerMemberListing(syncContext: Record<string, unknown> | undefined): boolean {
   return syncContext?.perMemberListing === true
 }
+
+/**
+ * Whether a folder request that failed while walking a Microsoft Graph drive
+ * can be left out of the listing: under a member's own token a descendant
+ * folder Graph reports as unreachable (403, 404) is simply not shared with
+ * them, so their listing stays complete without it and their access to its
+ * files is withdrawn. The configured root is the whole scope, which the
+ * members-mode crawl reads as a complete listing of nothing, and a shared
+ * credential never skips: dropping the folder's files would read as deletions.
+ */
+export function isSkippableMicrosoftGraphFolderError(
+  error: unknown,
+  syncContext: Record<string, unknown> | undefined,
+  isRootFolder: boolean
+): boolean {
+  return !isRootFolder && isListingScopeUnavailableError(error) && isPerMemberListing(syncContext)
+}

From 240e321f254a8056805563459aa3b15e14feda95 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 03:05:44 -0700
Subject: [PATCH 47/76] fix(knowledge): address review threads on search
 surface, lease-guarded dispatch, and selected-output principal

- Guard the processing-queue write and dispatch with the sync lease so a reclaimed run neither marks nor enqueues processing
- Pass the executing principal into the final-frame selected-output context
- Read JSM statusDate as the source modification time
- Keep a first-connected Sim Search source non-actionable until its membership row appears
- Render the Build/Search switcher only for the Home composer
- Keep every Search-mode submit out of the agent; attachment-only submits do nothing
- Skip the member-connector fetch and 'still indexing' note when per-member access is off, and scope it to the searched bases
- Queue the workspace member-connector list on a members-mode sync trigger
- Log a refused clipboard write on the source card instead of leaving it unhandled
---
 .../knowledge-search-results/index.ts         |   6 +-
 .../knowledge-search-results.test.tsx         |  67 ++++++++++
 .../knowledge-search-results.tsx              |  47 +++++--
 .../components/source-card/source-card.tsx    |  25 +++-
 .../mothership-chat/mothership-chat.tsx       |   4 +
 .../search-sources/search-sources.tsx         |   5 +-
 .../home/components/user-input/user-input.tsx |   9 +-
 .../app/workspace/[workspaceId]/home/home.tsx |  11 +-
 apps/sim/hooks/queries/kb/connectors.test.ts  |  76 +++++++++++
 apps/sim/hooks/queries/kb/connectors.ts       |  18 ++-
 apps/sim/hooks/use-member-enrollment.test.tsx | 119 ++++++++++++++++++
 apps/sim/hooks/use-member-enrollment.ts       |  40 +++++-
 .../connectors/source-modified-at.test.ts     |   1 +
 .../connectors/source-modified-at.ts          |   2 +
 .../sim/lib/knowledge/connectors/sync-lock.ts |  24 ++++
 .../knowledge/connectors/sync-persistence.ts  |  26 +---
 .../knowledge/connectors/sync-primitives.ts   |   7 +-
 .../documents/processing-queue.test.ts        |  66 ++++++++++
 apps/sim/lib/knowledge/documents/service.ts   |  24 +++-
 .../streaming/streaming-principal.test.ts     |  82 ++++++++++++
 apps/sim/lib/workflows/streaming/streaming.ts |   1 +
 21 files changed, 601 insertions(+), 59 deletions(-)
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.test.tsx
 create mode 100644 apps/sim/hooks/use-member-enrollment.test.tsx
 create mode 100644 apps/sim/lib/workflows/streaming/streaming-principal.test.ts

diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/index.ts
index d716af02066..a170379c468 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/index.ts
@@ -1 +1,5 @@
-export { groupResultsByDocument, KnowledgeSearchResults } from './knowledge-search-results'
+export {
+  groupResultsByDocument,
+  indexingSourceNames,
+  KnowledgeSearchResults,
+} from './knowledge-search-results'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.test.tsx
new file mode 100644
index 00000000000..0be852d394d
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.test.tsx
@@ -0,0 +1,67 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { describe, expect, it, vi } from 'vitest'
+import type { WorkspaceMemberConnector } from '@/hooks/queries/kb/connectors'
+
+vi.mock('@/hooks/queries/kb/connectors', () => ({ useWorkspaceMemberConnectors: vi.fn() }))
+vi.mock('@/hooks/queries/kb/knowledge', () => ({
+  useKnowledgeBasesQuery: vi.fn(),
+  useWorkspaceKnowledgeSearch: vi.fn(),
+}))
+vi.mock('@/app/workspace/[workspaceId]/providers/workspace-host-provider', () => ({
+  useWorkspaceHostContext: vi.fn(),
+}))
+vi.mock(
+  '@/app/workspace/[workspaceId]/home/components/message-content/components/source-card',
+  () => ({ SourceCard: () => null })
+)
+
+import { indexingSourceNames } from '@/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results'
+
+function memberConnector(
+  overrides: Partial<WorkspaceMemberConnector> = {}
+): WorkspaceMemberConnector {
+  return {
+    knowledgeBaseId: 'kb-1',
+    knowledgeBaseName: 'Sim Search',
+    connectorId: 'connector-1',
+    connectorType: 'google_drive',
+    memberSyncStatus: 'running',
+    viewerMembership: 'connected',
+    viewerDocumentCount: 0,
+    ...overrides,
+  }
+}
+
+describe('indexingSourceNames', () => {
+  it('names each source still indexing for the viewer once, in the searched bases only', () => {
+    const names = indexingSourceNames(
+      [
+        memberConnector({ connectorId: 'a', connectorType: 'google_drive' }),
+        memberConnector({
+          connectorId: 'b',
+          connectorType: 'google_drive',
+          knowledgeBaseId: 'kb-2',
+        }),
+        memberConnector({ connectorId: 'c', connectorType: 'slack', memberSyncStatus: 'pending' }),
+        memberConnector({ connectorId: 'd', connectorType: 'notion', knowledgeBaseId: 'kb-3' }),
+      ],
+      ['kb-1', 'kb-2']
+    )
+
+    expect(names).toEqual(['Google Drive', 'Slack'])
+  })
+
+  it('ignores sources that are idle or not connected for the viewer', () => {
+    expect(
+      indexingSourceNames(
+        [
+          memberConnector({ connectorId: 'a', memberSyncStatus: 'idle' }),
+          memberConnector({ connectorId: 'b', viewerMembership: 'invited' }),
+        ],
+        ['kb-1']
+      )
+    ).toEqual([])
+  })
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
index 4468cce2d59..8461a7905c2 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
@@ -7,9 +7,15 @@ import { connectorDisplayName } from '@/lib/sim-search/connectors'
 import { SourceCard } from '@/app/workspace/[workspaceId]/home/components/message-content/components/source-card'
 import type { SourceTagData } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
 import { isIndexing } from '@/app/workspace/[workspaceId]/home/components/search-sources'
-import { useWorkspaceMemberConnectors } from '@/hooks/queries/kb/connectors'
+import { useWorkspaceHostContext } from '@/app/workspace/[workspaceId]/providers/workspace-host-provider'
+import {
+  useWorkspaceMemberConnectors,
+  type WorkspaceMemberConnector,
+} from '@/hooks/queries/kb/connectors'
 import { useKnowledgeBasesQuery, useWorkspaceKnowledgeSearch } from '@/hooks/queries/kb/knowledge'
 
+const EMPTY_MEMBER_CONNECTORS: WorkspaceMemberConnector[] = []
+
 /** A search spans at most this many knowledge bases. */
 const MAX_SEARCHED_KNOWLEDGE_BASES = 20
 /** Characters of the matching chunk shown under a result. */
@@ -47,6 +53,25 @@ export function groupResultsByDocument(
   return grouped
 }
 
+/**
+ * The names of the sources still indexing for the viewer among the bases the
+ * search spans, each once. A base outside the search cannot grow its results,
+ * so its indexing is not the reader's concern here.
+ */
+export function indexingSourceNames(
+  memberConnectors: readonly WorkspaceMemberConnector[],
+  knowledgeBaseIds: readonly string[]
+): string[] {
+  const searched = new Set(knowledgeBaseIds)
+  return [
+    ...new Set(
+      memberConnectors
+        .filter((connection) => searched.has(connection.knowledgeBaseId) && isIndexing(connection))
+        .map((connection) => connectorDisplayName(connection.connectorType))
+    ),
+  ]
+}
+
 /**
  * A result as the source card renders it: the row's second line names the
  * source app, or the knowledge base for an upload. A document without a
@@ -124,15 +149,17 @@ export function KnowledgeSearchResults({
     isFetching,
     error,
   } = useWorkspaceKnowledgeSearch(workspaceId, knowledgeBaseIds, query)
-  const { data: memberConnectors = [] } = useWorkspaceMemberConnectors(workspaceId)
-  /** Every per-member connector still indexing for the viewer, in any base the search spans. */
-  const indexing = [
-    ...new Set(
-      memberConnectors
-        .filter(isIndexing)
-        .map((connection) => connectorDisplayName(connection.connectorType))
-    ),
-  ]
+  const { features } = useWorkspaceHostContext()
+  /**
+   * Judged by the workspace, as the server judges it: with per-member access
+   * off, member-scoped documents are hidden, so no source is indexing anything
+   * the viewer will see, and the list is not worth asking for.
+   */
+  const memberAccessAvailable = features?.knowledgeMemberAccess === true
+  const { data: memberConnectors = EMPTY_MEMBER_CONNECTORS } = useWorkspaceMemberConnectors(
+    memberAccessAvailable ? workspaceId : undefined
+  )
+  const indexing = indexingSourceNames(memberConnectors, knowledgeBaseIds)
   const documents = useMemo(() => groupResultsByDocument(results ?? []), [results])
   const sourceTypes = useMemo(
     () => [...new Set(documents.map((result) => result.connectorType ?? 'upload'))],
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
index 1add016d1a3..b9773a8c5cf 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
@@ -3,6 +3,8 @@
 import { type ReactNode, useState } from 'react'
 import { Button, cn, Tooltip } from '@sim/emcn'
 import { Check, Link as LinkIcon } from '@sim/emcn/icons'
+import { createLogger } from '@sim/logger'
+import { getErrorMessage } from '@sim/utils/errors'
 import { formatDate } from '@sim/utils/formatting'
 import { faviconUrl } from '@/lib/core/utils/favicon'
 import {
@@ -17,6 +19,8 @@ import {
 import type { SourceTagData } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
 import { BrandIcon } from '@/blocks/brand-icon'
 
+const logger = createLogger('SourceCard')
+
 /** Query terms shorter than this are too common to bold. */
 const MIN_HIGHLIGHT_TERM_LENGTH = 3
 /** How long the copied state shows on the copy-link action. */
@@ -63,7 +67,11 @@ interface CopyLinkActionProps {
   url: string
 }
 
-/** Copies the document's link; confirms with a check for a moment. */
+/**
+ * Copies the document's link; confirms with a check for a moment. The check
+ * only shows once the clipboard accepted the write: a page denied clipboard
+ * access is left at "Copy link" rather than claiming a copy that never landed.
+ */
 function CopyLinkAction({ url }: CopyLinkActionProps) {
   const [copied, setCopied] = useState(false)
   return (
@@ -74,10 +82,17 @@ function CopyLinkAction({ url }: CopyLinkActionProps) {
           size='sm'
           aria-label='Copy link'
           onClick={() => {
-            void navigator.clipboard.writeText(url).then(() => {
-              setCopied(true)
-              window.setTimeout(() => setCopied(false), COPIED_FEEDBACK_MS)
-            })
+            navigator.clipboard.writeText(url).then(
+              () => {
+                setCopied(true)
+                window.setTimeout(() => setCopied(false), COPIED_FEEDBACK_MS)
+              },
+              (error: unknown) => {
+                logger.warn('Copying the document link failed', {
+                  error: getErrorMessage(error),
+                })
+              }
+            )
           }}
         >
           {copied ? (
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx
index 5f4ece490d4..c44cab19127 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx
@@ -70,6 +70,8 @@ interface MothershipChatProps {
     fileAttachments?: FileAttachmentForApi[],
     contexts?: ChatContext[]
   ) => void
+  /** Whether the composer offers Search mode; only the Home composer answers a search. */
+  canSearch?: boolean
   /** Off in Search mode, where the query stays put so the person can refine it. */
   clearOnSubmit?: boolean
   /** Fires when the composer's text goes from something to nothing. */
@@ -324,6 +326,7 @@ export function MothershipChat({
   isReconnecting = false,
   isLoading = false,
   onSubmit,
+  canSearch = false,
   clearOnSubmit,
   onCleared,
   onStopGeneration,
@@ -844,6 +847,7 @@ export function MothershipChat({
               key={draftScopeKey}
               ref={userInputRef}
               onSubmit={onSubmit}
+              canSearch={canSearch}
               clearOnSubmit={clearOnSubmit}
               onCleared={onCleared}
               isSending={isStreamActive}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
index 38806d49d18..64dd5200441 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
@@ -166,6 +166,7 @@ export function SearchSources({ workspaceId }: SearchSourcesProps) {
     setupConnector,
     closeSetup,
     isAwaiting,
+    isAwaitingSource,
     isPending,
     error,
   } = useMemberEnrollment({ membershipQueryKeys, connectedConnectorIds })
@@ -193,7 +194,9 @@ export function SearchSources({ workspaceId }: SearchSourcesProps) {
                 integrationAvailability,
                 memberAccessAvailable
               )}
-              waiting={connection ? isAwaiting(connection.connectorId) : false}
+              waiting={
+                connection ? isAwaiting(connection.connectorId) : isAwaitingSource(connector.type)
+              }
               disabled={isPending}
               onConnect={() => connectSearchSource(workspaceId, connector, connection)}
             />
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
index b7f833cd588..9cf844cf597 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
@@ -70,6 +70,12 @@ interface UserInputProps {
   onStopGeneration: () => void
   isInitialView?: boolean
   onSendQueuedHead?: () => void
+  /**
+   * Whether the composer offers Search mode. Only the Home composer answers a
+   * search with documents; the workflow copilot always talks to the agent, so
+   * it must not show a mode it cannot honour.
+   */
+  canSearch?: boolean
   /**
    * Whether the text is cleared once submitted. A search keeps its query in
    * the box, the way a search bar does, so it can be read and refined against
@@ -107,6 +113,7 @@ const UserInputImpl = forwardRef<UserInputHandle, UserInputProps>(function UserI
     isInitialView = true,
     onSendQueuedHead,
     onEditQueuedTail,
+    canSearch = false,
     clearOnSubmit = true,
     onCleared,
   },
@@ -712,7 +719,7 @@ const UserInputImpl = forwardRef<UserInputHandle, UserInputProps>(function UserI
           </Tooltip.Root>
         </div>
         <div className='flex items-center gap-1.5'>
-          <ModeSwitcher />
+          {canSearch && <ModeSwitcher />}
           {isSttSupported && (
             <MicButton
               audioLevelsRef={audioLevelsRef}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index c1a08225a40..4deb957caba 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -462,9 +462,12 @@ export function Home({ chatId, userName, userId }: HomeProps) {
         is_new_task: !chatId,
       })
 
-      /** Search mode answers with documents, not a turn of the agent. */
-      if (useMothershipModeStore.getState().mode === 'search' && trimmed) {
-        setSearchQuery(trimmed)
+      /**
+       * Search mode answers with documents, not a turn of the agent, and only
+       * a query can be answered: attachments alone have nothing to search for.
+       */
+      if (useMothershipModeStore.getState().mode === 'search') {
+        if (trimmed) setSearchQuery(trimmed)
         return
       }
 
@@ -726,6 +729,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
                     defaultValue={initialPrompt || initialSearchQuery}
                     draftScopeKey={draftScopeKey}
                     onSubmit={handleSubmit}
+                    canSearch
                     clearOnSubmit={composerMode !== 'search'}
                     onCleared={clearSearch}
                     isSending={isSending}
@@ -754,6 +758,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
             isReconnecting={isReconnecting}
             isLoading={showChatSkeleton}
             onSubmit={handleSubmit}
+            canSearch
             clearOnSubmit={composerMode !== 'search'}
             onCleared={clearSearch}
             onStopGeneration={handleStopGeneration}
diff --git a/apps/sim/hooks/queries/kb/connectors.test.ts b/apps/sim/hooks/queries/kb/connectors.test.ts
index 2a2dde7dee4..8fb809cea98 100644
--- a/apps/sim/hooks/queries/kb/connectors.test.ts
+++ b/apps/sim/hooks/queries/kb/connectors.test.ts
@@ -12,6 +12,7 @@ const mocks = vi.hoisted(() => ({
   cancelQueries: vi.fn(),
   getQueryData: vi.fn(),
   setQueryData: vi.fn(),
+  setQueriesData: vi.fn(),
   invalidateQueries: vi.fn(),
 }))
 
@@ -24,6 +25,7 @@ vi.mock('@tanstack/react-query', () => ({
     cancelQueries: mocks.cancelQueries,
     getQueryData: mocks.getQueryData,
     setQueryData: mocks.setQueryData,
+    setQueriesData: mocks.setQueriesData,
     invalidateQueries: mocks.invalidateQueries,
   })),
 }))
@@ -41,14 +43,31 @@ import {
   CONNECTOR_SYNC_POLL_INTERVAL_MS,
   connectorKeys,
   isConnectorSyncingOrPending,
+  memberConnectorKeys,
   useConnectorDetail,
   useConnectorDocuments,
   useConnectorList,
   useTriggerSync,
+  type WorkspaceMemberConnector,
 } from '@/hooks/queries/kb/connectors'
 
 const KB_ID = 'kb-1'
 
+function makeMemberConnector(
+  overrides: Partial<WorkspaceMemberConnector> = {}
+): WorkspaceMemberConnector {
+  return {
+    knowledgeBaseId: KB_ID,
+    knowledgeBaseName: 'Sim Search',
+    connectorId: 'connector-1',
+    connectorType: 'hubspot',
+    memberSyncStatus: 'idle',
+    viewerMembership: 'connected',
+    viewerDocumentCount: 0,
+    ...overrides,
+  }
+}
+
 function makeConnector(overrides: Partial<ConnectorData> = {}): ConnectorData {
   return {
     id: 'connector-1',
@@ -250,6 +269,63 @@ describe('useTriggerSync optimistic state', () => {
     expect(rolledBack?.find((c) => c.id === 'connector-1')?.status).toBe('active')
     expect(rolledBack?.find((c) => c.id === 'connector-2')?.status).toBe('pending')
   })
+
+  /**
+   * The Search surface reads the member sync status from the workspace
+   * member-connector list, which has no poll of its own, so a members-mode
+   * trigger patches that cache too and a refused trigger refetches it.
+   */
+  it('queues a members connector in the workspace member-connector list as well', async () => {
+    const existing = [
+      makeConnector({ id: 'connector-1', accessMode: 'members', memberSyncStatus: 'idle' }),
+    ]
+    mocks.getQueryData.mockReturnValue(existing)
+
+    useTriggerSync()
+    const options = capturedMutationOptions()
+    const context = await options.onMutate({ knowledgeBaseId: KB_ID, connectorId: 'connector-1' })
+
+    expect(mocks.setQueriesData).toHaveBeenCalledWith(
+      { queryKey: memberConnectorKeys.lists() },
+      expect.any(Function)
+    )
+    const patchMemberList = mocks.setQueriesData.mock.calls.at(-1)?.[1] as (
+      connectors: WorkspaceMemberConnector[] | undefined
+    ) => WorkspaceMemberConnector[] | undefined
+    const memberList = [
+      makeMemberConnector({ connectorId: 'connector-1', memberSyncStatus: 'idle' }),
+      makeMemberConnector({ connectorId: 'connector-2', memberSyncStatus: 'idle' }),
+    ]
+    expect(patchMemberList(memberList)?.map((c) => c.memberSyncStatus)).toEqual(['pending', 'idle'])
+    expect(patchMemberList(undefined)).toBeUndefined()
+
+    options.onError(
+      new Error('boom'),
+      { knowledgeBaseId: KB_ID, connectorId: 'connector-1' },
+      context
+    )
+    expect(mocks.invalidateQueries).toHaveBeenCalledWith({
+      queryKey: memberConnectorKeys.lists(),
+    })
+  })
+
+  it('leaves the workspace member-connector list alone for a workspace connector', async () => {
+    mocks.getQueryData.mockReturnValue([makeConnector({ status: 'active' })])
+
+    useTriggerSync()
+    const options = capturedMutationOptions()
+    const context = await options.onMutate({ knowledgeBaseId: KB_ID, connectorId: 'connector-1' })
+    options.onError(
+      new Error('boom'),
+      { knowledgeBaseId: KB_ID, connectorId: 'connector-1' },
+      context
+    )
+
+    expect(mocks.setQueriesData).not.toHaveBeenCalled()
+    expect(mocks.invalidateQueries).not.toHaveBeenCalledWith({
+      queryKey: memberConnectorKeys.lists(),
+    })
+  })
 })
 
 interface ConnectorDocumentsPage {
diff --git a/apps/sim/hooks/queries/kb/connectors.ts b/apps/sim/hooks/queries/kb/connectors.ts
index 028a148f332..f24791bd5c7 100644
--- a/apps/sim/hooks/queries/kb/connectors.ts
+++ b/apps/sim/hooks/queries/kb/connectors.ts
@@ -205,7 +205,10 @@ function optimisticallySetConnectorStatus(
 /**
  * The optimistic "queued" write for a sync trigger, on whichever engine the
  * connector runs: a members connector queues a member run, so its content
- * status must not flip. Returns what to restore if the trigger is refused.
+ * status must not flip. The Search surface reads the same member sync status
+ * from the workspace member-connector list, so that cache is queued too; it
+ * has no poll to reconcile it, and the write cannot stop one, so it is patched
+ * rather than refetched. Returns what to restore if the trigger is refused.
  */
 function optimisticallyQueueSync(
   queryClient: QueryClient,
@@ -220,6 +223,15 @@ function optimisticallyQueueSync(
     setCachedConnectorStatus(queryClient, knowledgeBaseId, connectorId, {
       memberSyncStatus: 'pending',
     })
+    queryClient.setQueriesData<WorkspaceMemberConnector[]>(
+      { queryKey: memberConnectorKeys.lists() },
+      (connectors) =>
+        connectors?.map((connector) =>
+          connector.connectorId === connectorId
+            ? { ...connector, memberSyncStatus: 'pending' }
+            : connector
+        )
+    )
     return { memberSyncStatus: cached.memberSyncStatus }
   }
   setCachedConnectorStatus(queryClient, knowledgeBaseId, connectorId, { status: 'pending' })
@@ -507,6 +519,10 @@ export function useTriggerSync() {
         setCachedConnectorStatus(queryClient, knowledgeBaseId, connectorId, previous)
       }
       queryClient.invalidateQueries({ queryKey: connectorKeys.all(knowledgeBaseId) })
+      /** The member-connector list took the same optimistic `pending`; a refetch is its rollback. */
+      if (previous && 'memberSyncStatus' in previous) {
+        queryClient.invalidateQueries({ queryKey: memberConnectorKeys.lists() })
+      }
     },
     /**
      * Deliberately no invalidation on success. The route answers without
diff --git a/apps/sim/hooks/use-member-enrollment.test.tsx b/apps/sim/hooks/use-member-enrollment.test.tsx
new file mode 100644
index 00000000000..58773f49259
--- /dev/null
+++ b/apps/sim/hooks/use-member-enrollment.test.tsx
@@ -0,0 +1,119 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+const mocks = vi.hoisted(() => ({
+  enrollmentMutate: vi.fn(),
+  sourceConnectionMutate: vi.fn(),
+  invalidateQueries: vi.fn(),
+}))
+
+vi.mock('@tanstack/react-query', () => ({
+  useQueryClient: () => ({ invalidateQueries: mocks.invalidateQueries }),
+}))
+vi.mock('@/hooks/queries/kb/connectors', () => ({
+  memberConnectorKeys: { lists: () => ['member-connectors', 'list'] },
+  useStartConnectorMemberEnrollment: () => ({
+    mutate: mocks.enrollmentMutate,
+    submittedAt: 0,
+    isPending: false,
+    error: null,
+  }),
+  useConnectSimSearchConnector: () => ({
+    mutate: mocks.sourceConnectionMutate,
+    submittedAt: 0,
+    isPending: false,
+    error: null,
+  }),
+}))
+
+import { useMemberEnrollment } from '@/hooks/use-member-enrollment'
+
+type Enrollment = ReturnType<typeof useMemberEnrollment>
+
+let latest: Enrollment | null = null
+let root: Root | null = null
+let container: HTMLDivElement | null = null
+
+function Harness({ connected }: { connected: ReadonlySet<string> }) {
+  latest = useMemberEnrollment({ membershipQueryKeys: [], connectedConnectorIds: connected })
+  return null
+}
+
+function mount(connected: ReadonlySet<string> = new Set()) {
+  ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+  container = document.createElement('div')
+  document.body.appendChild(container)
+  root = createRoot(container)
+  act(() => root?.render(<Harness connected={connected} />))
+}
+
+function enrollment(): Enrollment {
+  if (!latest) throw new Error('Hook did not render')
+  return latest
+}
+
+beforeEach(() => {
+  vi.clearAllMocks()
+  vi.spyOn(window, 'open').mockReturnValue({
+    location: { href: '' },
+    close: vi.fn(),
+  } as unknown as Window)
+})
+
+afterEach(() => {
+  if (root) act(() => root?.unmount())
+  container?.remove()
+  root = null
+  container = null
+  latest = null
+  vi.restoreAllMocks()
+})
+
+describe('useMemberEnrollment', () => {
+  /**
+   * The connect that creates a Sim Search source's connector returns its id,
+   * but the membership list has no row for it until it refetches, so the
+   * source is awaited by type until then and by id once the row exists.
+   */
+  it('awaits a first-connected source by type until its membership row appears', () => {
+    mount()
+    act(() => enrollment().connectSource('workspace-1', 'google_drive'))
+
+    const [, handlers] = mocks.sourceConnectionMutate.mock.calls[0]
+    act(() =>
+      handlers.onSuccess({ url: 'https://example.test/enroll', connectorId: 'connector-1' })
+    )
+
+    expect(enrollment().isAwaitingSource('google_drive')).toBe(true)
+    expect(enrollment().isAwaitingSource('slack')).toBe(false)
+    expect(enrollment().isAwaiting('connector-1')).toBe(true)
+  })
+
+  it('stops awaiting a source once the viewer is connected to its connector', () => {
+    mount()
+    act(() => enrollment().connectSource('workspace-1', 'google_drive'))
+    const [, handlers] = mocks.sourceConnectionMutate.mock.calls[0]
+    act(() =>
+      handlers.onSuccess({ url: 'https://example.test/enroll', connectorId: 'connector-1' })
+    )
+
+    act(() => root?.render(<Harness connected={new Set(['connector-1'])} />))
+
+    expect(enrollment().isAwaitingSource('google_drive')).toBe(false)
+    expect(enrollment().isAwaiting('connector-1')).toBe(false)
+  })
+
+  it('does not report an enrollment in an existing connector as an awaited source', () => {
+    mount()
+    act(() => enrollment().connect('kb-1', 'connector-1'))
+    const [, handlers] = mocks.enrollmentMutate.mock.calls[0]
+    act(() => handlers.onSuccess({ url: 'https://example.test/enroll' }))
+
+    expect(enrollment().isAwaiting('connector-1')).toBe(true)
+    expect(enrollment().isAwaitingSource('google_drive')).toBe(false)
+  })
+})
diff --git a/apps/sim/hooks/use-member-enrollment.ts b/apps/sim/hooks/use-member-enrollment.ts
index cf99314925a..e1a6ee1c590 100644
--- a/apps/sim/hooks/use-member-enrollment.ts
+++ b/apps/sim/hooks/use-member-enrollment.ts
@@ -83,6 +83,16 @@ export function describeMembership({
   }
 }
 
+/** An enrollment tab this surface opened that has not connected yet. */
+interface AwaitingEnrollment {
+  since: number
+  /**
+   * The Sim Search source whose connect created the connector, so the source
+   * can be told it is awaited before its membership row exists to look it up by.
+   */
+  connectorType: string | null
+}
+
 interface UseMemberEnrollmentProps {
   /** Queries this surface reads memberships from, refreshed while a connection is awaited. */
   membershipQueryKeys: readonly QueryKey[]
@@ -109,7 +119,9 @@ export function useMemberEnrollment({
   const queryClient = useQueryClient()
   const enrollment = useStartConnectorMemberEnrollment()
   const sourceConnection = useConnectSimSearchConnector()
-  const [awaitingSince, setAwaitingSince] = useState<ReadonlyMap<string, number>>(() => new Map())
+  const [awaitingSince, setAwaitingSince] = useState<ReadonlyMap<string, AwaitingEnrollment>>(
+    () => new Map()
+  )
   const [popupBlocked, setPopupBlocked] = useState(false)
 
   useEffect(() => {
@@ -129,7 +141,7 @@ export function useMemberEnrollment({
       setAwaitingSince((current) => {
         const next = new Map(
           [...current].filter(
-            ([id, since]) =>
+            ([id, { since }]) =>
               !connectedRef.current.has(id) && now - since < AWAITING_CONNECTION_TIMEOUT_MS
           )
         )
@@ -146,7 +158,7 @@ export function useMemberEnrollment({
   /** Opens the tab inside the click, then sends it wherever `start` mints. */
   const openEnrollment = (
     start: (handlers: {
-      onSuccess: (url: string, connectorId: string) => void
+      onSuccess: (url: string, connectorId: string, connectorType?: string) => void
       onError: () => void
     }) => void
   ) => {
@@ -158,9 +170,14 @@ export function useMemberEnrollment({
     tab.opener = null
     setPopupBlocked(false)
     start({
-      onSuccess: (url, connectorId) => {
+      onSuccess: (url, connectorId, connectorType) => {
         tab.location.href = url
-        setAwaitingSince((current) => new Map(current).set(connectorId, Date.now()))
+        setAwaitingSince((current) =>
+          new Map(current).set(connectorId, {
+            since: Date.now(),
+            connectorType: connectorType ?? null,
+          })
+        )
       },
       onError: () => tab.close(),
     })
@@ -194,7 +211,7 @@ export function useMemberEnrollment({
       sourceConnection.mutate(
         { workspaceId, connectorType, sourceConfig },
         {
-          onSuccess: ({ url, connectorId }) => onSuccess(url, connectorId),
+          onSuccess: ({ url, connectorId }) => onSuccess(url, connectorId, connectorType),
           onError: (err) => {
             onError()
             logger.error('Failed to connect a Sim Search source', { error: err.message })
@@ -229,6 +246,16 @@ export function useMemberEnrollment({
   const isAwaiting = (connectorId: string) =>
     awaitingSince.has(connectorId) && !connectedConnectorIds.has(connectorId)
 
+  /**
+   * Whether a Sim Search source is awaited by the connect that created its
+   * connector: the membership list has no row for it until it refetches, so
+   * the source cannot be looked up by connector id yet.
+   */
+  const isAwaitingSource = (connectorType: string) =>
+    [...awaitingSince].some(
+      ([id, awaiting]) => awaiting.connectorType === connectorType && !connectedConnectorIds.has(id)
+    )
+
   /** The surface reports the latest attempt, whichever path made it. */
   const latest =
     enrollment.submittedAt >= sourceConnection.submittedAt ? enrollment : sourceConnection
@@ -239,6 +266,7 @@ export function useMemberEnrollment({
     setupConnector,
     closeSetup: () => setSetupConnector(null),
     isAwaiting,
+    isAwaitingSource,
     isPending: latest.isPending,
     error: popupBlocked ? POPUP_BLOCKED_MESSAGE : (latest.error?.message ?? null),
   }
diff --git a/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts b/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts
index ed7c1a21729..cc3726d4b73 100644
--- a/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts
+++ b/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts
@@ -15,6 +15,7 @@ describe('resolveSourceModifiedAt', () => {
     ['updatedAt', '2026-08-20T12:00:00Z'],
     ['updated', '2026-08-20T12:00:00Z'],
     ['lastUpdated', '2026-08-20 12:00:00Z'],
+    ['statusDate', '2026-08-20T12:00:00.000+0000'],
   ])('reads %s', (key, value) => {
     expect(resolveSourceModifiedAt({ [key]: value }, NOW)?.toISOString()).toBe(
       '2026-08-20T12:00:00.000Z'
diff --git a/apps/sim/lib/knowledge/connectors/source-modified-at.ts b/apps/sim/lib/knowledge/connectors/source-modified-at.ts
index f39ac86dc61..90fcdec2fb1 100644
--- a/apps/sim/lib/knowledge/connectors/source-modified-at.ts
+++ b/apps/sim/lib/knowledge/connectors/source-modified-at.ts
@@ -14,6 +14,8 @@ const SOURCE_MODIFIED_AT_KEYS = [
   'updatedAt',
   'updated_at',
   'updated',
+  /** JSM requests: the time the request last changed status, the list endpoint's only change signal. */
+  'statusDate',
 ] as const
 
 /** Earlier than any plausible document; guards against epoch-zero placeholders. */
diff --git a/apps/sim/lib/knowledge/connectors/sync-lock.ts b/apps/sim/lib/knowledge/connectors/sync-lock.ts
index 7f71a93c376..4cd4bb13ef6 100644
--- a/apps/sim/lib/knowledge/connectors/sync-lock.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-lock.ts
@@ -181,6 +181,30 @@ export interface SyncRunLease {
   beatLive: () => Promise<void>
 }
 
+/** The lease a document write proves before it lands, as the run that makes it holds it. */
+export type SyncWriteLease = Pick<SyncRunLease, 'stillHeld'>
+
+/**
+ * Proves, inside the write's own transaction, that the run still owns the
+ * connector. A heartbeat taken before the batch only says the lease was held
+ * then; the hydration and storage work between it and the row write can
+ * outlast the lease. The share lock keeps the scheduler's reclaim from landing
+ * until this write commits, and a row that no longer matches aborts the write
+ * instead of landing stale content over the replacement run's.
+ */
+export async function assertSyncLeaseHeldInTx(
+  tx: Pick<typeof db, 'select'>,
+  connectorId: string,
+  lease: SyncWriteLease
+): Promise<void> {
+  const [held] = await tx
+    .select({ id: knowledgeConnector.id })
+    .from(knowledgeConnector)
+    .where(lease.stillHeld())
+    .for('share')
+  if (!held) throw new SyncLockLostException(connectorId)
+}
+
 /**
  * The lease of the content sync engine, held through `syncLockToken`. The
  * heartbeat clock is seeded at lock acquisition, which opened `syncLockLeaseAt`.
diff --git a/apps/sim/lib/knowledge/connectors/sync-persistence.ts b/apps/sim/lib/knowledge/connectors/sync-persistence.ts
index b7532ac49aa..7fb7f537c22 100644
--- a/apps/sim/lib/knowledge/connectors/sync-persistence.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-persistence.ts
@@ -9,7 +9,7 @@ import type { DbOrTx } from '@/lib/db/types'
 import { textArrayLiteral } from '@/lib/knowledge/access/predicate'
 import { EMPTY_ACL, WORKSPACE_ACL } from '@/lib/knowledge/access/tokens'
 import { resolveSourceModifiedAt } from '@/lib/knowledge/connectors/source-modified-at'
-import { SyncLockLostException, type SyncRunLease } from '@/lib/knowledge/connectors/sync-lock'
+import { assertSyncLeaseHeldInTx, type SyncWriteLease } from '@/lib/knowledge/connectors/sync-lock'
 import type { DocumentData } from '@/lib/knowledge/documents/service'
 import { StorageService } from '@/lib/uploads'
 import { buildStorageKeySegment } from '@/lib/uploads/core/storage-key'
@@ -149,30 +149,6 @@ async function isKnowledgeBaseActiveInTx(
   return rows.length > 0
 }
 
-/** The lease a document write proves before it lands, as the run that makes it holds it. */
-export type SyncWriteLease = Pick<SyncRunLease, 'stillHeld'>
-
-/**
- * Proves, inside the write's own transaction, that the run still owns the
- * connector. A heartbeat taken before the batch only says the lease was held
- * then; the hydration and storage work between it and the row write can
- * outlast the lease. The share lock keeps the scheduler's reclaim from landing
- * until this write commits, and a row that no longer matches aborts the write
- * instead of landing stale content over the replacement run's.
- */
-async function assertSyncLeaseHeldInTx(
-  tx: KnowledgeBaseLockingTx,
-  connectorId: string,
-  lease: SyncWriteLease
-): Promise<void> {
-  const [held] = await tx
-    .select({ id: knowledgeConnector.id })
-    .from(knowledgeConnector)
-    .where(lease.stillHeld())
-    .for('share')
-  if (!held) throw new SyncLockLostException(connectorId)
-}
-
 /**
  * Resolves tag values from connector metadata using the connector's mapTags function.
  * Translates semantic keys returned by mapTags to actual DB slots using the
diff --git a/apps/sim/lib/knowledge/connectors/sync-primitives.ts b/apps/sim/lib/knowledge/connectors/sync-primitives.ts
index 83ca0b3d566..f1b3938dbd1 100644
--- a/apps/sim/lib/knowledge/connectors/sync-primitives.ts
+++ b/apps/sim/lib/knowledge/connectors/sync-primitives.ts
@@ -1769,11 +1769,13 @@ export async function processDocOps(input: ProcessDocOpsInput): Promise<void> {
           connector.knowledgeBaseId,
           {},
           generateId(),
-          billingAttribution
+          billingAttribution,
+          { connectorId, stillHeld: input.lease.stillHeld }
         )
         result.processingDispatch.accepted += dispatch.accepted
         result.processingDispatch.failed += dispatch.failed
       } catch (error) {
+        if (error instanceof SyncLockLostException) throw error
         result.processingDispatch.failed += batchDocs.length
         logger.warn('Failed to enqueue batch for processing — will retry on next sync', {
           connectorId,
@@ -2300,7 +2302,8 @@ export async function sweepStuckDocuments(input: SweepStuckDocumentsInput): Prom
         knowledgeBaseId,
         {},
         generateId(),
-        billingAttribution
+        billingAttribution,
+        { connectorId, stillHeld: input.lease.stillHeld }
       )
       result.processingDispatch.accepted += dispatch.accepted
       result.processingDispatch.failed += dispatch.failed
diff --git a/apps/sim/lib/knowledge/documents/processing-queue.test.ts b/apps/sim/lib/knowledge/documents/processing-queue.test.ts
index 9e5fe8dda47..f5da3cbfafc 100644
--- a/apps/sim/lib/knowledge/documents/processing-queue.test.ts
+++ b/apps/sim/lib/knowledge/documents/processing-queue.test.ts
@@ -20,6 +20,7 @@ import {
   markInsideTriggerRun,
   resetInsideTriggerRunForTests,
 } from '@/lib/core/config/trigger-runtime'
+import { SyncLockLostException } from '@/lib/knowledge/connectors/sync-lock'
 import { DOCUMENT_PROCESSING_STALE_THRESHOLD_MS } from '@/lib/knowledge/documents/processing-timeouts.server'
 import { QUEUED_DISPATCH_GRACE_MS } from '@/lib/knowledge/documents/types'
 
@@ -1060,3 +1061,68 @@ describe('processDocumentsWithQueue attempt refund', () => {
     ).toBe(false)
   })
 })
+
+describe('processDocumentsWithQueue under a connector sync lease', () => {
+  const lease = {
+    connectorId: 'connector-1',
+    stillHeld: () => ({ type: 'lease' }) as never,
+  }
+
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+    mockBatchTrigger.mockResolvedValue({ batchId: 'batch-1' })
+    mockResolveTriggerRegion.mockResolvedValue('us-east-1')
+    for (const key of Object.keys(env)) {
+      delete (env as Record<string, unknown>)[key]
+    }
+    Object.assign(env, { ...defaultMockEnv, TRIGGER_SECRET_KEY: 'trigger-secret' })
+  })
+
+  /**
+   * The document writes proved the lease in their own transactions; the queue
+   * write is a later one. A run reclaimed in between must not install a
+   * processing generation, spend an attempt, or dispatch beside the
+   * replacement run's own dispatch for the same document.
+   */
+  it('neither marks nor dispatches processing once the lease was reclaimed', async () => {
+    dbChainMockFns.for.mockResolvedValueOnce([])
+
+    await expect(
+      processDocumentsWithQueue(
+        [DOCUMENT],
+        'knowledge-base-1',
+        {},
+        'request-1',
+        BILLING_ATTRIBUTION,
+        lease
+      )
+    ).rejects.toBeInstanceOf(SyncLockLostException)
+
+    expect(dbChainMockFns.where).toHaveBeenCalledWith(lease.stillHeld())
+    expect(dbChainMockFns.update).not.toHaveBeenCalled()
+    expect(mockBatchTrigger).not.toHaveBeenCalled()
+  })
+
+  it('queues and dispatches while the lease is still held', async () => {
+    dbChainMockFns.for.mockResolvedValueOnce([{ id: 'connector-1' }])
+    dbChainMockFns.returning.mockResolvedValue([{ id: 'document-1' }])
+    dbChainMockFns.limit.mockResolvedValueOnce([
+      { userId: 'knowledge-owner', workspaceId: 'workspace-1' },
+    ])
+
+    await expect(
+      processDocumentsWithQueue(
+        [DOCUMENT],
+        'knowledge-base-1',
+        {},
+        'request-1',
+        BILLING_ATTRIBUTION,
+        lease
+      )
+    ).resolves.toEqual({ requested: 1, accepted: 1, failed: 0, failedDocumentIds: [] })
+
+    expect(dbChainMockFns.where).toHaveBeenCalledWith(lease.stillHeld())
+    expect(mockBatchTrigger).toHaveBeenCalledTimes(1)
+  })
+})
diff --git a/apps/sim/lib/knowledge/documents/service.ts b/apps/sim/lib/knowledge/documents/service.ts
index 9e0e1db6038..cab2ea2f4f7 100644
--- a/apps/sim/lib/knowledge/documents/service.ts
+++ b/apps/sim/lib/knowledge/documents/service.ts
@@ -82,6 +82,7 @@ import {
   SYSTEM_ACCESS_SCOPE,
   type SystemAccessScope,
 } from '@/lib/knowledge/access/types'
+import { assertSyncLeaseHeldInTx, type SyncWriteLease } from '@/lib/knowledge/connectors/sync-lock'
 import {
   assertDocumentChunkCountWithinLimit,
   isPermanentDocumentProcessingError,
@@ -820,14 +821,27 @@ async function isDocumentAcceptedWithoutDispatch(
   return accepted.length > 0
 }
 
+/**
+ * The sync run a connector dispatch proves before it queues processing. The
+ * document writes prove the lease in their own transactions, but the queue
+ * write is a later transaction: a run reclaimed in between would otherwise
+ * install a processing generation, spend an attempt, and dispatch a worker
+ * beside the replacement run's own dispatch for the same document.
+ */
+export interface ProcessingDispatchLease extends SyncWriteLease {
+  connectorId: string
+}
+
 async function markDocumentsQueued(
   documentIds: string[],
   knowledgeBaseId: string,
   queueToken: string,
-  queuedAt: Date
+  queuedAt: Date,
+  lease: ProcessingDispatchLease | undefined
 ): Promise<MarkDocumentsQueuedResult> {
   const legacyAdoptionCutoff = new Date(queuedAt.getTime() - QUEUED_DISPATCH_GRACE_MS)
   return db.transaction(async (tx) => {
+    if (lease) await assertSyncLeaseHeldInTx(tx, lease.connectorId, lease)
     const claimed = await tx
       .update(document)
       .set({
@@ -1016,14 +1030,16 @@ async function bestEffortWithdrawDocumentsQueued(
  * available, or in-process otherwise. Throws only when every dispatch fails;
  * partial failures are returned and recovered by the next sync's stuck-doc
  * pass. A successful Trigger.dev hand-off is only an accepted child run, not a
- * claim about its eventual processing outcome.
+ * claim about its eventual processing outcome. A connector sync passes its
+ * lease, and the queue write then lands only while the run still holds it.
  */
 export async function processDocumentsWithQueue(
   createdDocuments: DocumentData[],
   knowledgeBaseId: string,
   processingOptions: ProcessingOptions,
   requestId: string,
-  billingAttribution: BillingAttributionSnapshot | undefined
+  billingAttribution: BillingAttributionSnapshot | undefined,
+  lease?: ProcessingDispatchLease
 ): Promise<DocumentProcessingDispatchResult> {
   const seenDocumentIds = new Set<string>()
   const uniqueDocuments = createdDocuments.filter((createdDocument) => {
@@ -1042,7 +1058,7 @@ export async function processDocumentsWithQueue(
     generations: queuedGenerations,
     acceptedWithoutDispatchIds,
     unresolvedIds,
-  } = await markDocumentsQueued(documentIds, knowledgeBaseId, requestId, queuedAt)
+  } = await markDocumentsQueued(documentIds, knowledgeBaseId, requestId, queuedAt, lease)
   const generationByDocumentId = new Map(
     queuedGenerations.map((generation) => [generation.documentId, generation])
   )
diff --git a/apps/sim/lib/workflows/streaming/streaming-principal.test.ts b/apps/sim/lib/workflows/streaming/streaming-principal.test.ts
new file mode 100644
index 00000000000..b74432043c7
--- /dev/null
+++ b/apps/sim/lib/workflows/streaming/streaming-principal.test.ts
@@ -0,0 +1,82 @@
+/**
+ * @vitest-environment node
+ */
+import type { WorkflowExecutionPrincipal } from '@sim/auth/principal'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+import { createStreamingResponse } from '@/lib/workflows/streaming/streaming'
+
+const { mockNavigatePathAsync } = vi.hoisted(() => ({
+  mockNavigatePathAsync: vi.fn(),
+}))
+
+vi.mock('@/executor/variables/resolvers/reference-async.server', () => ({
+  navigatePathAsync: mockNavigatePathAsync,
+}))
+
+const principal = {
+  kind: 'session',
+  userId: 'user-1',
+} as unknown as WorkflowExecutionPrincipal
+
+async function drain(stream: ReadableStream<Uint8Array>): Promise<void> {
+  const reader = stream.getReader()
+  try {
+    while (!(await reader.read()).done) {
+      /* consume */
+    }
+  } finally {
+    reader.releaseLock()
+  }
+}
+
+describe('selected output principal', () => {
+  beforeEach(() => {
+    mockNavigatePathAsync.mockReset()
+    mockNavigatePathAsync.mockImplementation(async (value: unknown, path: string[]) =>
+      path.reduce<unknown>(
+        (current, part) => (current as Record<string, unknown> | undefined)?.[part],
+        value
+      )
+    )
+  })
+
+  /**
+   * A block that completes without the selected path streams nothing, so the
+   * output is materialized from the final result instead. Both reads must run
+   * as the principal behind the run, or a member-only knowledge-base file in
+   * the output is read as nobody on the final-frame path.
+   */
+  it('reads a selected output as the executing principal on the chunk and final paths', async () => {
+    const stream = await createStreamingResponse({
+      requestId: 'request-1',
+      principal,
+      streamConfig: { selectedOutputs: ['agent_content'] },
+      executeFn: async ({ onBlockComplete }) => {
+        await onBlockComplete('agent', {})
+        const output = { content: 'Done' }
+        return {
+          success: true,
+          output,
+          logs: [
+            {
+              blockId: 'agent',
+              output,
+              startedAt: new Date().toISOString(),
+              endedAt: new Date().toISOString(),
+              durationMs: 1,
+              success: true,
+            },
+          ],
+        } as never
+      },
+    })
+
+    await drain(stream)
+
+    expect(mockNavigatePathAsync).toHaveBeenCalledTimes(2)
+    for (const [, path, context] of mockNavigatePathAsync.mock.calls) {
+      expect(path).toEqual(['content'])
+      expect(context.executionContext.principal).toBe(principal)
+    }
+  })
+})
diff --git a/apps/sim/lib/workflows/streaming/streaming.ts b/apps/sim/lib/workflows/streaming/streaming.ts
index 49dca891fd0..7c57eb35586 100644
--- a/apps/sim/lib/workflows/streaming/streaming.ts
+++ b/apps/sim/lib/workflows/streaming/streaming.ts
@@ -886,6 +886,7 @@ export async function createStreamingResponse(
                 fileKeys: result.metadata?.fileKeys ?? options.fileKeys,
                 allowLargeValueWorkflowScope: options.allowLargeValueWorkflowScope,
                 userId: options.userId,
+                principal: options.principal,
                 redactToolPayloads: streamConfig.isSecureMode === true,
               }
             )

From de8c0703f06d8fb6ca30378533a7f60a97eb8706 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 03:25:47 -0700
Subject: [PATCH 48/76] fix(connectors): validate Gmail's thread cap with the
 sync parser and reject invalid Date metadata

---
 apps/sim/connectors/gmail/gmail.test.ts             | 11 +++++++++++
 apps/sim/connectors/gmail/gmail.ts                  | 13 +++++++++----
 .../knowledge/connectors/source-modified-at.test.ts |  4 ++++
 .../lib/knowledge/connectors/source-modified-at.ts  |  2 +-
 4 files changed, 25 insertions(+), 5 deletions(-)

diff --git a/apps/sim/connectors/gmail/gmail.test.ts b/apps/sim/connectors/gmail/gmail.test.ts
index 2362fa0011f..7f4922325dc 100644
--- a/apps/sim/connectors/gmail/gmail.test.ts
+++ b/apps/sim/connectors/gmail/gmail.test.ts
@@ -104,3 +104,14 @@ describe('gmail listDocuments with a blank maxThreads', () => {
     expect(mockFetchWithRetry).not.toHaveBeenCalled()
   })
 })
+
+describe('gmail validateConfig maxThreads', () => {
+  it('refuses what the sync parser would refuse, before any request', async () => {
+    for (const maxThreads of ['1.5', 'abc', '-1']) {
+      const result = await gmailConnector.validateConfig('token', { maxThreads })
+      expect(result.valid).toBe(false)
+      expect(result.error).toBe('Max threads must be a non-negative whole number')
+    }
+    expect(mockFetchWithRetry).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/connectors/gmail/gmail.ts b/apps/sim/connectors/gmail/gmail.ts
index a3254c8a338..b25f6243a8c 100644
--- a/apps/sim/connectors/gmail/gmail.ts
+++ b/apps/sim/connectors/gmail/gmail.ts
@@ -565,10 +565,15 @@ export const gmailConnector: ConnectorConfig = {
     accessToken: string,
     sourceConfig: Record<string, unknown>
   ): Promise<{ valid: boolean; error?: string }> => {
-    const maxThreads = sourceConfig.maxThreads as string | undefined
-
-    if (maxThreads && (Number.isNaN(Number(maxThreads)) || Number(maxThreads) <= 0)) {
-      return { valid: false, error: 'Max threads must be a positive number' }
+    /** The same parser the sync uses, so a value that saves is a value that syncs. */
+    try {
+      parseDefaultedUnlimitedSafeInteger(
+        sourceConfig.maxThreads,
+        DEFAULT_MAX_THREADS,
+        'Max threads must be a non-negative whole number'
+      )
+    } catch (error) {
+      return { valid: false, error: getErrorMessage(error) }
     }
 
     try {
diff --git a/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts b/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts
index cc3726d4b73..46ac71a8ca1 100644
--- a/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts
+++ b/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts
@@ -46,6 +46,10 @@ describe('resolveSourceModifiedAt', () => {
     ).toBe('2026-08-01T00:00:00.000Z')
   })
 
+  it('rejects an invalid Date instance', () => {
+    expect(resolveSourceModifiedAt({ modifiedTime: new Date('not a date') })).toBeNull()
+  })
+
   it('rejects placeholders and far-future values', () => {
     expect(resolveSourceModifiedAt({ modifiedTime: 0 }, NOW)).toBeNull()
     expect(resolveSourceModifiedAt({ modifiedTime: '1970-01-01T00:00:00Z' }, NOW)).toBeNull()
diff --git a/apps/sim/lib/knowledge/connectors/source-modified-at.ts b/apps/sim/lib/knowledge/connectors/source-modified-at.ts
index 90fcdec2fb1..5c97903d545 100644
--- a/apps/sim/lib/knowledge/connectors/source-modified-at.ts
+++ b/apps/sim/lib/knowledge/connectors/source-modified-at.ts
@@ -24,7 +24,7 @@ const EARLIEST_PLAUSIBLE_MS = Date.UTC(1990, 0, 1)
 const FUTURE_TOLERANCE_MS = 24 * 60 * 60 * 1000
 
 function toDate(value: unknown): Date | null {
-  if (value instanceof Date) return value
+  if (value instanceof Date) return Number.isNaN(value.getTime()) ? null : value
   if (typeof value === 'number' && Number.isFinite(value)) {
     /** Seconds-since-epoch values are far too small to be milliseconds after 1990. */
     return new Date(value < 1e11 ? value * 1000 : value)

From 209f32838759c005b6cb1a299997a98b33a24f82 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 03:39:01 -0700
Subject: [PATCH 49/76] fix(knowledge): prove the lease inside every ACL
 rewrite batch and harden source-modified-time parsing

---
 .../connectors/member-observations.test.ts    | 32 ++++++++++++++
 .../connectors/member-observations.ts         | 43 +++++++++++++------
 .../connectors/member-sync-engine.ts          |  5 ++-
 .../connectors/source-modified-at.test.ts     |  9 +++-
 .../connectors/source-modified-at.ts          | 16 ++++---
 .../orchestration/connector-access.test.ts    | 38 +++++++++++-----
 .../orchestration/connector-access.ts         |  2 +
 7 files changed, 112 insertions(+), 33 deletions(-)

diff --git a/apps/sim/lib/knowledge/connectors/member-observations.test.ts b/apps/sim/lib/knowledge/connectors/member-observations.test.ts
index 85163b0e03d..d3471f2563a 100644
--- a/apps/sim/lib/knowledge/connectors/member-observations.test.ts
+++ b/apps/sim/lib/knowledge/connectors/member-observations.test.ts
@@ -9,10 +9,12 @@ vi.mock('@/lib/knowledge/documents/service', () => ({
 }))
 
 import {
+  rewriteConnectorAcls,
   staleMemberWindowMs,
   sweepStaleMemberObservations,
 } from '@/lib/knowledge/connectors/member-observations'
 import { MEMBER_OBSERVATION_STALE_AFTER_HOURS } from '@/lib/knowledge/connectors/sync-limits'
+import { SyncLockLostException } from '@/lib/knowledge/connectors/sync-lock'
 
 const NOW = new Date('2026-09-01T12:00:00Z')
 const STALE_MEMBER = { id: 'm-1', connectorId: 'c-1', syncIntervalMinutes: 60 }
@@ -88,3 +90,33 @@ describe('sweepStaleMemberObservations', () => {
     expect(dbChainMockFns.delete).not.toHaveBeenCalled()
   })
 })
+
+describe('rewriteConnectorAcls', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+  })
+
+  it('proves the lease inside each batch transaction before rewriting', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [{ id: 'c-1' }])
+    dbChainMockFns.returning.mockResolvedValueOnce([{ id: 'd-1' }])
+
+    await expect(
+      rewriteConnectorAcls('c-1', [], { lease: { stillHeld: () => 'held' as never } })
+    ).resolves.toBe(true)
+
+    expect(dbChainMockFns.transaction).toHaveBeenCalledOnce()
+    expect(dbChainMockFns.for).toHaveBeenCalledWith('share')
+    expect(dbChainMockFns.update).toHaveBeenCalledWith(schemaMock.document)
+  })
+
+  it('stops without writing once the lease is gone', async () => {
+    queueTableRows(schemaMock.knowledgeConnector, [])
+
+    await expect(
+      rewriteConnectorAcls('c-1', [], { lease: { stillHeld: () => 'lost' as never } })
+    ).rejects.toBeInstanceOf(SyncLockLostException)
+
+    expect(dbChainMockFns.update).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/lib/knowledge/connectors/member-observations.ts b/apps/sim/lib/knowledge/connectors/member-observations.ts
index f75def9484d..ac5a5f6cd55 100644
--- a/apps/sim/lib/knowledge/connectors/member-observations.ts
+++ b/apps/sim/lib/knowledge/connectors/member-observations.ts
@@ -27,9 +27,11 @@ import {
   MEMBER_TOMBSTONE_PURGE_DAYS,
 } from '@/lib/knowledge/connectors/sync-limits'
 import {
+  assertSyncLeaseHeldInTx,
   connectorIsLive,
   MEMBER_LOCKABLE_CONNECTOR_STATUSES,
   type SyncRunLease,
+  type SyncWriteLease,
 } from '@/lib/knowledge/connectors/sync-lock'
 import {
   type ConnectorSyncDeletionGuard,
@@ -184,7 +186,17 @@ const ACCESS_REWRITE_BATCH_SIZE = 1000
 export async function rewriteConnectorAcls(
   connectorId: string,
   target: readonly string[],
-  options: { deadlineAt?: number; beforeBatch?: () => Promise<void> } = {}
+  options: {
+    deadlineAt?: number
+    beforeBatch?: () => Promise<void>
+    /**
+     * The lease the caller holds on the connector, proved inside each batch's
+     * transaction: a heartbeat before the batch only says the lease was held
+     * then, and a run reclaimed mid-rewrite must not land an empty ACL over
+     * what its replacement has since materialised.
+     */
+    lease?: SyncWriteLease
+  } = {}
 ): Promise<boolean> {
   const mismatch =
     target.length === 0
@@ -192,20 +204,23 @@ export async function rewriteConnectorAcls(
       : sql`${document.acl} <> ${textArrayLiteral(target)}`
   for (;;) {
     await options.beforeBatch?.()
-    const rewritten = await db
-      .update(document)
-      .set({ acl: [...target] })
-      .where(
-        eq(
-          document.id,
-          sql`ANY(ARRAY(
-            SELECT ${document.id} FROM ${document}
-            WHERE ${document.connectorId} = ${connectorId} AND ${mismatch}
-            LIMIT ${ACCESS_REWRITE_BATCH_SIZE}
-          ))`
+    const rewritten = await db.transaction(async (tx) => {
+      if (options.lease) await assertSyncLeaseHeldInTx(tx, connectorId, options.lease)
+      return tx
+        .update(document)
+        .set({ acl: [...target] })
+        .where(
+          eq(
+            document.id,
+            sql`ANY(ARRAY(
+              SELECT ${document.id} FROM ${document}
+              WHERE ${document.connectorId} = ${connectorId} AND ${mismatch}
+              LIMIT ${ACCESS_REWRITE_BATCH_SIZE}
+            ))`
+          )
         )
-      )
-      .returning({ id: document.id })
+        .returning({ id: document.id })
+    })
     if (rewritten.length < ACCESS_REWRITE_BATCH_SIZE) return true
     if (options.deadlineAt !== undefined && Date.now() >= options.deadlineAt) return false
   }
diff --git a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
index f77802a1f78..1b6bebf82f7 100644
--- a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
+++ b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
@@ -467,7 +467,10 @@ async function insertMemberSyncLog(runId: string, connectorId: string, startedAt
  * makes it visible again.
  */
 async function finishPendingAccessRewrite(run: MemberSyncRun): Promise<void> {
-  await rewriteConnectorAcls(run.connectorId, EMPTY_ACL, { beforeBatch: run.lease.beatIfDue })
+  await rewriteConnectorAcls(run.connectorId, EMPTY_ACL, {
+    beforeBatch: run.lease.beatIfDue,
+    lease: run.lease,
+  })
   await db
     .update(knowledgeConnector)
     .set({ accessRewritePending: false, updatedAt: new Date() })
diff --git a/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts b/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts
index 46ac71a8ca1..610788e4cb8 100644
--- a/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts
+++ b/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts
@@ -46,8 +46,15 @@ describe('resolveSourceModifiedAt', () => {
     ).toBe('2026-08-01T00:00:00.000Z')
   })
 
-  it('rejects an invalid Date instance', () => {
+  it('rejects an invalid Date instance and a number outside the Date range', () => {
     expect(resolveSourceModifiedAt({ modifiedTime: new Date('not a date') })).toBeNull()
+    expect(resolveSourceModifiedAt({ modifiedTime: 1e20 })).toBeNull()
+  })
+
+  it('reads the last activity a chat space or channel reports', () => {
+    expect(resolveSourceModifiedAt({ lastActivity: '2026-08-30T10:00:00Z' })?.toISOString()).toBe(
+      '2026-08-30T10:00:00.000Z'
+    )
   })
 
   it('rejects placeholders and far-future values', () => {
diff --git a/apps/sim/lib/knowledge/connectors/source-modified-at.ts b/apps/sim/lib/knowledge/connectors/source-modified-at.ts
index 5c97903d545..2741408b4b8 100644
--- a/apps/sim/lib/knowledge/connectors/source-modified-at.ts
+++ b/apps/sim/lib/knowledge/connectors/source-modified-at.ts
@@ -16,6 +16,8 @@ const SOURCE_MODIFIED_AT_KEYS = [
   'updated',
   /** JSM requests: the time the request last changed status, the list endpoint's only change signal. */
   'statusDate',
+  /** Google Chat spaces and Teams channels: the latest message time, the listing's only change signal. */
+  'lastActivity',
 ] as const
 
 /** Earlier than any plausible document; guards against epoch-zero placeholders. */
@@ -23,16 +25,18 @@ const EARLIEST_PLAUSIBLE_MS = Date.UTC(1990, 0, 1)
 /** A source clock a day ahead is skew; further ahead is a placeholder. */
 const FUTURE_TOLERANCE_MS = 24 * 60 * 60 * 1000
 
+/** A `Date` only when it holds a real instant; a finite number outside the Date range yields an invalid one. */
+function validDate(date: Date): Date | null {
+  return Number.isNaN(date.getTime()) ? null : date
+}
+
 function toDate(value: unknown): Date | null {
-  if (value instanceof Date) return Number.isNaN(value.getTime()) ? null : value
+  if (value instanceof Date) return validDate(value)
   if (typeof value === 'number' && Number.isFinite(value)) {
     /** Seconds-since-epoch values are far too small to be milliseconds after 1990. */
-    return new Date(value < 1e11 ? value * 1000 : value)
-  }
-  if (typeof value === 'string' && value.trim()) {
-    const parsed = new Date(value)
-    return Number.isNaN(parsed.getTime()) ? null : parsed
+    return validDate(new Date(value < 1e11 ? value * 1000 : value))
   }
+  if (typeof value === 'string' && value.trim()) return validDate(new Date(value))
   return null
 }
 
diff --git a/apps/sim/lib/knowledge/orchestration/connector-access.test.ts b/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
index 3c91e25009f..58eabc3ae2e 100644
--- a/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
+++ b/apps/sim/lib/knowledge/orchestration/connector-access.test.ts
@@ -20,6 +20,11 @@ const mocks = vi.hoisted(() => ({
   dispatchMemberSync: vi.fn(),
   memberAccessAvailable: vi.fn(),
   provision: vi.fn(),
+  rewriteAcls: vi.fn(),
+}))
+
+vi.mock('@/lib/knowledge/connectors/member-observations', () => ({
+  rewriteConnectorAcls: mocks.rewriteAcls,
 }))
 
 vi.mock('@sim/audit', () => ({
@@ -242,6 +247,7 @@ describe('performUpdateKnowledgeConnectorAccess', () => {
   beforeEach(() => {
     vi.clearAllMocks()
     resetDbChainMock()
+    mocks.rewriteAcls.mockResolvedValue(true)
     mocks.grant.mockResolvedValue(undefined)
     mocks.revoke.mockResolvedValue(undefined)
     mocks.dispatchSync.mockResolvedValue({ queued: true })
@@ -277,14 +283,21 @@ describe('performUpdateKnowledgeConnectorAccess', () => {
     queueGroupRow('option-1')
     dbChainMockFns.returning
       .mockResolvedValueOnce([{ ...WORKSPACE_CONNECTOR, status: 'syncing', syncLockToken: 's-1' }])
-      /** The rewrite finds nothing left, the flip lands under the lease, then the release. */
-      .mockResolvedValueOnce([])
+      /** The flip lands under the lease, then the release. */
       .mockResolvedValueOnce([{ id: 'c-1' }])
       .mockResolvedValueOnce([{ ...MEMBERS_CONNECTOR, nextMemberSyncAt: new Date() }])
 
     const outcome = await switchTo({ accessMode: 'members', binding: BINDING })
 
     expect(outcome).toMatchObject({ success: true, changed: true })
+    /** The rewrite hides every document and proves the switch lease inside each batch. */
+    expect(mocks.rewriteAcls).toHaveBeenCalledWith(
+      'c-1',
+      [],
+      expect.objectContaining({
+        lease: expect.objectContaining({ stillHeld: expect.any(Function) }),
+      })
+    )
     expect(mocks.grant).toHaveBeenCalledWith(
       {
         workspaceId: 'ws-1',
@@ -294,7 +307,6 @@ describe('performUpdateKnowledgeConnectorAccess', () => {
       },
       'admin-1'
     )
-    expect(dbChainMockFns.set).toHaveBeenCalledWith(expect.objectContaining({ acl: [] }))
     /** The flip is written inside the group's row lock. */
     expect(dbChainMockFns.for).toHaveBeenCalledWith('update')
     expect(dbChainMockFns.transaction).toHaveBeenCalledOnce()
@@ -325,9 +337,9 @@ describe('performUpdateKnowledgeConnectorAccess', () => {
   it('refuses the flip, and undoes the grant, when the option is gone by the time the group is locked', async () => {
     queueTableRows(schemaMock.knowledgeConnector, [WORKSPACE_CONNECTOR])
     queueGroupRow()
-    dbChainMockFns.returning
-      .mockResolvedValueOnce([{ ...WORKSPACE_CONNECTOR, status: 'syncing', syncLockToken: 's-1' }])
-      .mockResolvedValueOnce([])
+    dbChainMockFns.returning.mockResolvedValueOnce([
+      { ...WORKSPACE_CONNECTOR, status: 'syncing', syncLockToken: 's-1' },
+    ])
 
     const outcome = await switchTo({ accessMode: 'members', binding: BINDING })
 
@@ -348,7 +360,6 @@ describe('performUpdateKnowledgeConnectorAccess', () => {
     queueGroupRow('option-2')
     dbChainMockFns.returning
       .mockResolvedValueOnce([{ ...MEMBERS_CONNECTOR, status: 'syncing', syncLockToken: 's-1' }])
-      .mockResolvedValueOnce([])
       .mockResolvedValueOnce([{ id: 'c-1' }])
       .mockResolvedValueOnce([
         { ...MEMBERS_CONNECTOR, credentialGroupId: 'group-2', credentialGroupOptionId: 'option-2' },
@@ -384,16 +395,22 @@ describe('performUpdateKnowledgeConnectorAccess', () => {
     queueTableRows(schemaMock.knowledgeConnector, [MEMBERS_CONNECTOR])
     dbChainMockFns.returning
       .mockResolvedValueOnce([{ ...MEMBERS_CONNECTOR, status: 'syncing', syncLockToken: 's-1' }])
-      /** The flip lands under the lease, then the rewrite finds nothing left, then the release. */
+      /** The flip lands under the lease, then the release. */
       .mockResolvedValueOnce([{ id: 'c-1' }])
-      .mockResolvedValueOnce([])
       .mockResolvedValueOnce([{ ...WORKSPACE_CONNECTOR, credentialId: 'cred-2' }])
 
     const outcome = await switchTo({ accessMode: 'workspace', credentialId: 'cred-2' })
 
     expect(outcome).toMatchObject({ success: true, changed: true })
     expect(dbChainMockFns.delete).toHaveBeenCalled()
-    expect(dbChainMockFns.set).toHaveBeenCalledWith(expect.objectContaining({ acl: ['ws'] }))
+    /** Workspace access is restored under the switch lease, proved inside each batch. */
+    expect(mocks.rewriteAcls).toHaveBeenCalledWith(
+      'c-1',
+      ['ws'],
+      expect.objectContaining({
+        lease: expect.objectContaining({ stillHeld: expect.any(Function) }),
+      })
+    )
     expect(mocks.revoke).toHaveBeenCalledWith(
       { workspaceId: 'ws-1', credentialGroupId: 'group-1', connectorId: 'c-1' },
       'admin-1'
@@ -509,7 +526,6 @@ describe('performUpdateKnowledgeConnectorAccess', () => {
     queueGroupRow('option-1')
     dbChainMockFns.returning
       .mockResolvedValueOnce([{ ...WORKSPACE_CONNECTOR, status: 'paused' }])
-      .mockResolvedValueOnce([])
       .mockResolvedValueOnce([{ id: 'c-1' }])
       .mockResolvedValueOnce([{ ...MEMBERS_CONNECTOR, status: 'paused' }])
 
diff --git a/apps/sim/lib/knowledge/orchestration/connector-access.ts b/apps/sim/lib/knowledge/orchestration/connector-access.ts
index c400541e173..5cfbd6773da 100644
--- a/apps/sim/lib/knowledge/orchestration/connector-access.ts
+++ b/apps/sim/lib/knowledge/orchestration/connector-access.ts
@@ -335,6 +335,7 @@ export async function performUpdateKnowledgeConnectorAccess(
       try {
         const rewritten = await rewriteConnectorAcls(connectorId, EMPTY_ACL, {
           deadlineAt: deadlineAt,
+          lease: { stillHeld: () => switchLeaseHeld(connectorId, switchId) },
         })
         /**
          * The flip lands under the group's row lock, which the group's option
@@ -475,6 +476,7 @@ export async function performUpdateKnowledgeConnectorAccess(
     })
     const rewritten = await rewriteConnectorAcls(connectorId, WORKSPACE_ACL, {
       deadlineAt: deadlineAt,
+      lease: { stillHeld: () => switchLeaseHeld(connectorId, switchId) },
     })
     if (existing.credentialGroupId) {
       await revokeKnowledgeConnectorCredentialAccess(

From dde49209513a26f3b16bf4310414fce9ff8f13b5 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 03:48:23 -0700
Subject: [PATCH 50/76] fix(knowledge): claim a member only under a proved
 lease and read email conversation dates

---
 .../connectors/member-sync-engine.ts          | 31 ++++++++++++-------
 .../connectors/source-modified-at.test.ts     |  6 ++++
 .../connectors/source-modified-at.ts          |  2 ++
 3 files changed, 28 insertions(+), 11 deletions(-)

diff --git a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
index 1b6bebf82f7..c1c94cfd8e7 100644
--- a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
+++ b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
@@ -52,6 +52,7 @@ import {
   MEMBER_SYNC_SOFT_BUDGET_SECONDS,
 } from '@/lib/knowledge/connectors/sync-limits'
 import {
+  assertSyncLeaseHeldInTx,
   createMemberSyncLease,
   holdsMemberSyncLockToken,
   MEMBER_LOCKABLE_CONNECTOR_STATUSES,
@@ -660,15 +661,22 @@ async function reconcileMembership(
  * member be aborted at the deadline without touching the others.
  */
 async function claimNextMember(run: MemberSyncRun): Promise<MemberRow | null> {
-  const [claimed] = await db
-    .update(knowledgeConnectorMember)
-    .set({ lastStartedAt: new Date(), updatedAt: new Date() })
-    .where(
-      and(
-        eq(knowledgeConnectorMember.connectorId, run.connectorId),
-        eq(
-          knowledgeConnectorMember.id,
-          sql`(
+  /**
+   * Proved under the lease: a run reclaimed while it slept must not stamp
+   * `lastStartedAt`, which would hide the member from its replacement's
+   * selection and defer that member's access updates to a later run.
+   */
+  const [claimed] = await db.transaction(async (tx) => {
+    await assertSyncLeaseHeldInTx(tx, run.connectorId, run.lease)
+    return tx
+      .update(knowledgeConnectorMember)
+      .set({ lastStartedAt: new Date(), updatedAt: new Date() })
+      .where(
+        and(
+          eq(knowledgeConnectorMember.connectorId, run.connectorId),
+          eq(
+            knowledgeConnectorMember.id,
+            sql`(
             SELECT ${knowledgeConnectorMember.id} FROM ${knowledgeConnectorMember}
             WHERE ${knowledgeConnectorMember.connectorId} = ${run.connectorId}
               AND ${knowledgeConnectorMember.status} = 'active'
@@ -678,10 +686,11 @@ async function claimNextMember(run: MemberSyncRun): Promise<MemberRow | null> {
             LIMIT 1
             FOR UPDATE SKIP LOCKED
           )`
+          )
         )
       )
-    )
-    .returning()
+      .returning()
+  })
   return claimed ?? null
 }
 
diff --git a/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts b/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts
index 610788e4cb8..492ab74fc31 100644
--- a/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts
+++ b/apps/sim/lib/knowledge/connectors/source-modified-at.test.ts
@@ -51,6 +51,12 @@ describe('resolveSourceModifiedAt', () => {
     expect(resolveSourceModifiedAt({ modifiedTime: 1e20 })).toBeNull()
   })
 
+  it('reads the newest message time an email conversation reports', () => {
+    expect(
+      resolveSourceModifiedAt({ lastMessageDate: '2026-08-29T09:30:00Z' })?.toISOString()
+    ).toBe('2026-08-29T09:30:00.000Z')
+  })
+
   it('reads the last activity a chat space or channel reports', () => {
     expect(resolveSourceModifiedAt({ lastActivity: '2026-08-30T10:00:00Z' })?.toISOString()).toBe(
       '2026-08-30T10:00:00.000Z'
diff --git a/apps/sim/lib/knowledge/connectors/source-modified-at.ts b/apps/sim/lib/knowledge/connectors/source-modified-at.ts
index 2741408b4b8..47ecf923231 100644
--- a/apps/sim/lib/knowledge/connectors/source-modified-at.ts
+++ b/apps/sim/lib/knowledge/connectors/source-modified-at.ts
@@ -18,6 +18,8 @@ const SOURCE_MODIFIED_AT_KEYS = [
   'statusDate',
   /** Google Chat spaces and Teams channels: the latest message time, the listing's only change signal. */
   'lastActivity',
+  /** Gmail and Outlook conversations: the newest message's time. */
+  'lastMessageDate',
 ] as const
 
 /** Earlier than any plausible document; guards against epoch-zero placeholders. */

From fff2aa60e969eda66884c59779f74aca8251ad0e Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 10:16:33 -0700
Subject: [PATCH 51/76] feat(search): show the matching passage and the author
 on each result

A result's snippet is the window around the first query term, skipping
the header block an email carries, so the row shows why the document
matched; its meta line names the source, the person behind the document
from its author-like tag, and the date. The agent's citations carry the
author too.
---
 apps/sim/app/api/knowledge/search/route.ts    |  2 +
 .../knowledge-search-results.tsx              | 17 ++---
 .../components/source-card/source-card.tsx    |  8 ++-
 .../components/special-tags/special-tags.tsx  |  3 +
 .../sim/lib/api/contracts/knowledge/search.ts |  2 +
 .../tools/server/knowledge/knowledge-base.ts  |  4 +-
 apps/sim/lib/knowledge/search/author.test.ts  | 23 +++++++
 apps/sim/lib/knowledge/search/author.ts       | 34 +++++++++
 apps/sim/lib/knowledge/search/snippet.test.ts | 59 ++++++++++++++++
 apps/sim/lib/knowledge/search/snippet.ts      | 69 +++++++++++++++++++
 10 files changed, 206 insertions(+), 15 deletions(-)
 create mode 100644 apps/sim/lib/knowledge/search/author.test.ts
 create mode 100644 apps/sim/lib/knowledge/search/author.ts
 create mode 100644 apps/sim/lib/knowledge/search/snippet.test.ts
 create mode 100644 apps/sim/lib/knowledge/search/snippet.ts

diff --git a/apps/sim/app/api/knowledge/search/route.ts b/apps/sim/app/api/knowledge/search/route.ts
index 3f50b2f384c..96d78f3d1d7 100644
--- a/apps/sim/app/api/knowledge/search/route.ts
+++ b/apps/sim/app/api/knowledge/search/route.ts
@@ -7,6 +7,7 @@ import {
 import { internalKnowledgeErrorPolicies } from '@/lib/knowledge/api/route-policies'
 import { knowledgeOperations } from '@/lib/knowledge/application/operations'
 import { searchKnowledge } from '@/lib/knowledge/application/search'
+import { sourceAuthor } from '@/lib/knowledge/search/author'
 
 export const POST = defineInternalJsonRoute({
   contract: searchWorkspaceKnowledgeContract,
@@ -37,6 +38,7 @@ export const POST = defineInternalJsonRoute({
           sourceUrl: result.sourceUrl,
           connectorType: result.connectorType,
           sourceModifiedAt: result.sourceModifiedAt?.toISOString() ?? null,
+          author: sourceAuthor(result.metadata),
           content: result.content,
           chunkIndex: result.chunkIndex,
           similarity: result.similarity,
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
index 8461a7905c2..aaa83c04a4d 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
@@ -3,6 +3,7 @@
 import { useMemo, useState } from 'react'
 import { Button, Chip } from '@sim/emcn'
 import type { WorkspaceKnowledgeSearchResult } from '@/lib/api/contracts/knowledge'
+import { matchSnippet } from '@/lib/knowledge/search/snippet'
 import { connectorDisplayName } from '@/lib/sim-search/connectors'
 import { SourceCard } from '@/app/workspace/[workspaceId]/home/components/message-content/components/source-card'
 import type { SourceTagData } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
@@ -18,8 +19,6 @@ const EMPTY_MEMBER_CONNECTORS: WorkspaceMemberConnector[] = []
 
 /** A search spans at most this many knowledge bases. */
 const MAX_SEARCHED_KNOWLEDGE_BASES = 20
-/** Characters of the matching chunk shown under a result. */
-const SNIPPET_LENGTH = 280
 /** Filters appear only once a list is long and mixed enough for them to help. */
 const FILTERS_MIN_RESULTS = 10
 const DAY_MS = 24 * 60 * 60 * 1000
@@ -31,11 +30,6 @@ const UPDATED_WINDOWS = [
 ] as const
 type UpdatedWindow = (typeof UPDATED_WINDOWS)[number]['id']
 
-function toSnippet(content: string): string {
-  const flat = content.replace(/\s+/g, ' ').trim()
-  return flat.length > SNIPPET_LENGTH ? `${flat.slice(0, SNIPPET_LENGTH).trimEnd()}…` : flat
-}
-
 /**
  * One card per document, keeping the best-ranked chunk of each: the list is
  * already in rank order, so the first chunk seen for a document is its best.
@@ -77,7 +71,7 @@ export function indexingSourceNames(
  * source app, or the knowledge base for an upload. A document without a
  * source URL cannot be opened.
  */
-function toSource(result: WorkspaceKnowledgeSearchResult): SourceTagData | null {
+function toSource(result: WorkspaceKnowledgeSearchResult, query: string): SourceTagData | null {
   if (!result.sourceUrl) return null
   return {
     url: result.sourceUrl,
@@ -86,7 +80,8 @@ function toSource(result: WorkspaceKnowledgeSearchResult): SourceTagData | null
       ? connectorDisplayName(result.connectorType)
       : result.knowledgeBaseName || undefined,
     connectorType: result.connectorType ?? undefined,
-    snippet: toSnippet(result.content),
+    snippet: matchSnippet(result.content, query),
+    author: result.author ?? undefined,
     updatedAt: result.sourceModifiedAt ?? undefined,
   }
 }
@@ -251,7 +246,7 @@ export function KnowledgeSearchResults({
       ) : (
         <div className='flex flex-col gap-0.5' onKeyDown={handleResultsKeyDown}>
           {visible.map((result) => {
-            const source = toSource(result)
+            const source = toSource(result, query)
             return source ? (
               <SourceCard
                 key={result.documentId}
@@ -270,7 +265,7 @@ export function KnowledgeSearchResults({
                   {result.knowledgeBaseName}
                 </p>
                 <p className='line-clamp-2 text-[var(--text-body)] text-small leading-snug'>
-                  {toSnippet(result.content)}
+                  {matchSnippet(result.content, query)}
                 </p>
               </div>
             )
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
index b9773a8c5cf..11b6ad93858 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
@@ -129,9 +129,11 @@ export function SourceCard({ source, query, onSummarize }: SourceCardProps) {
     ? BRAND_ICON_BY_BASE_TYPE.get(source.connectorType)
     : undefined
   const updatedAt = parseUpdatedAt(source.updatedAt)
-  const meta = [sourceLabel(source), updatedAt ? `Updated ${formatDate(updatedAt)}` : null].filter(
-    (part): part is string => Boolean(part)
-  )
+  const meta = [
+    sourceLabel(source),
+    source.author?.trim() || null,
+    updatedAt ? formatDate(updatedAt) : null,
+  ].filter((part): part is string => Boolean(part))
 
   return (
     <div className='group/source not-prose flex items-start gap-3 rounded-md px-2 py-2 transition-colors focus-within:bg-[var(--surface-5)] hover-hover:bg-[var(--surface-5)]'>
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx
index f44ac7e935b..307b4f767f0 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx
@@ -347,6 +347,8 @@ export interface SourceTagData {
   snippet?: string
   /** When the source last changed the document, as an ISO timestamp. */
   updatedAt?: string
+  /** The person behind the document, as the source names them. */
+  author?: string
 }
 
 export type ContentSegment =
@@ -583,6 +585,7 @@ function isSourceTagData(value: unknown): value is SourceTagData {
   if (value.connectorType !== undefined && typeof value.connectorType !== 'string') return false
   if (value.snippet !== undefined && typeof value.snippet !== 'string') return false
   if (value.updatedAt !== undefined && typeof value.updatedAt !== 'string') return false
+  if (value.author !== undefined && typeof value.author !== 'string') return false
   return true
 }
 
diff --git a/apps/sim/lib/api/contracts/knowledge/search.ts b/apps/sim/lib/api/contracts/knowledge/search.ts
index cd6abd94584..d2529f30fb4 100644
--- a/apps/sim/lib/api/contracts/knowledge/search.ts
+++ b/apps/sim/lib/api/contracts/knowledge/search.ts
@@ -164,6 +164,8 @@ export const workspaceKnowledgeSearchResultSchema = z.object({
   sourceUrl: z.string().nullable(),
   connectorType: z.string().nullable(),
   sourceModifiedAt: z.string().nullable(),
+  /** The person behind the document, from its author-like tag; null when the source names none. */
+  author: z.string().nullable(),
   content: z.string(),
   chunkIndex: z.number(),
   similarity: z.number(),
diff --git a/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.ts b/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.ts
index 56d6c48151e..14e8c1dc1fb 100644
--- a/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.ts
+++ b/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.ts
@@ -52,6 +52,7 @@ import {
   KNOWLEDGE_TAG_DISPLAY_NAME_MAX_LENGTH,
   MAX_KNOWLEDGE_BATCH_ITEMS,
 } from '@/lib/knowledge/constants'
+import { sourceAuthor } from '@/lib/knowledge/search/author'
 import { captureServerEvent } from '@/lib/posthog/server'
 import { projectResolvedSecretModelContent } from '@/executor/utils/resolved-secret-content-projection'
 
@@ -65,7 +66,7 @@ const DEFAULT_QUERY_TOP_K = 10
  * a source URL is quoted by name instead.
  */
 const KNOWLEDGE_CITATION_INSTRUCTION =
-  'Cite each result you use inline, right after the sentence it supports, as <source>{"url":<sourceUrl>,"title":<documentName>,"siteName":<knowledgeBaseName>,"connectorType":<connectorType>,"snippet":<the sentence or two of content you relied on>,"updatedAt":<sourceModifiedAt>}</source>; omit the tag for a result whose sourceUrl is null and name the document instead.'
+  'Cite each result you use inline, right after the sentence it supports, as <source>{"url":<sourceUrl>,"title":<documentName>,"siteName":<knowledgeBaseName>,"connectorType":<connectorType>,"snippet":<the sentence or two of content you relied on>,"updatedAt":<sourceModifiedAt>,"author":<author>}</source>; omit the tag for a result whose sourceUrl is null and name the document instead.'
 
 /**
  * Resolves an environment-variable reference passed as a connector API key.
@@ -468,6 +469,7 @@ export const knowledgeBaseServerTool: BaseServerTool<KnowledgeBaseArgs, Knowledg
                 documentName: result.documentName,
                 sourceUrl: result.sourceUrl,
                 sourceModifiedAt: result.sourceModifiedAt?.toISOString() ?? null,
+                author: sourceAuthor(result.metadata),
                 connectorType: result.connectorType,
                 content: result.content,
                 chunkIndex: result.chunkIndex,
diff --git a/apps/sim/lib/knowledge/search/author.test.ts b/apps/sim/lib/knowledge/search/author.test.ts
new file mode 100644
index 00000000000..e3a9098f505
--- /dev/null
+++ b/apps/sim/lib/knowledge/search/author.test.ts
@@ -0,0 +1,23 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import { sourceAuthor } from '@/lib/knowledge/search/author'
+
+describe('sourceAuthor', () => {
+  it('prefers the sender of an email and drops the address', () => {
+    expect(sourceAuthor({ From: '"Ada Lovelace" <ada@example.com>', Owner: 'Someone' })).toBe(
+      'Ada Lovelace'
+    )
+  })
+
+  it('falls through the author-like names in order', () => {
+    expect(sourceAuthor({ Assignee: 'Grace', Owner: 'Alan' })).toBe('Alan')
+    expect(sourceAuthor({ Reporter: 'Grace' })).toBe('Grace')
+  })
+
+  it('returns null when nothing names a person', () => {
+    expect(sourceAuthor({ From: '<only@example.com>', Status: 'Open' })).toBeNull()
+    expect(sourceAuthor({})).toBeNull()
+  })
+})
diff --git a/apps/sim/lib/knowledge/search/author.ts b/apps/sim/lib/knowledge/search/author.ts
new file mode 100644
index 00000000000..bd6bff80d5e
--- /dev/null
+++ b/apps/sim/lib/knowledge/search/author.ts
@@ -0,0 +1,34 @@
+/**
+ * The tag names connectors give the person behind a document, in the order
+ * they are tried. Connectors were never asked to agree on a name, so the
+ * result's author is derived here rather than in each of them.
+ */
+const AUTHOR_TAG_NAMES = [
+  'From',
+  'Author',
+  'Sender',
+  'Owner',
+  'Organizer',
+  'Creator',
+  'Reporter',
+  'Assignee',
+] as const
+
+/**
+ * The person a search result shows beside its source: the first author-like
+ * tag the document carries, reduced to a display name when the connector
+ * stored an address form such as `Name <name@example.com>`.
+ */
+export function sourceAuthor(metadata: Record<string, unknown>): string | null {
+  for (const name of AUTHOR_TAG_NAMES) {
+    const value = metadata[name]
+    if (typeof value !== 'string') continue
+    const display = value
+      .replace(/<[^>]*>/g, '')
+      .trim()
+      .replace(/^"|"$/g, '')
+      .trim()
+    if (display) return display
+  }
+  return null
+}
diff --git a/apps/sim/lib/knowledge/search/snippet.test.ts b/apps/sim/lib/knowledge/search/snippet.test.ts
new file mode 100644
index 00000000000..8aeaeaec633
--- /dev/null
+++ b/apps/sim/lib/knowledge/search/snippet.test.ts
@@ -0,0 +1,59 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import {
+  matchSnippet,
+  SNIPPET_LENGTH,
+  snippetTerms,
+  stripLeadingHeaders,
+} from '@/lib/knowledge/search/snippet'
+
+const EMAIL = [
+  'Subject: Invoice #1010 is overdue',
+  'From: Support <support@example.com>',
+  'To: Someone <someone@example.com>',
+  'Messages: 1',
+  '',
+  `${'Thanks for your patience. '.repeat(12)}The Volvo order shipped on Monday and the tracking number follows. ${'More text here. '.repeat(20)}`,
+].join('\n')
+
+describe('stripLeadingHeaders', () => {
+  it('drops the header block a connector writes above an email body', () => {
+    expect(stripLeadingHeaders(EMAIL).startsWith('\nThanks for your patience.')).toBe(true)
+  })
+
+  it('leaves a document that does not start with headers alone', () => {
+    expect(stripLeadingHeaders('Plain prose: with a colon inside.')).toBe(
+      'Plain prose: with a colon inside.'
+    )
+  })
+})
+
+describe('snippetTerms', () => {
+  it('keeps distinct terms of three or more characters, longest first', () => {
+    expect(snippetTerms('the Volvo invoice is volvo')).toEqual(['invoice', 'Volvo', 'volvo', 'the'])
+    expect(snippetTerms(undefined)).toEqual([])
+  })
+})
+
+describe('matchSnippet', () => {
+  it('returns a short document whole, without its headers', () => {
+    expect(matchSnippet('Subject: Hi\nFrom: A\n\nShort body.', 'body')).toBe('Short body.')
+  })
+
+  it('windows around the first query term with ellipses on both sides', () => {
+    const snippet = matchSnippet(EMAIL, 'volvo')
+    expect(snippet.startsWith('…')).toBe(true)
+    expect(snippet.endsWith('…')).toBe(true)
+    expect(snippet).toContain('The Volvo order shipped')
+    expect(snippet).not.toContain('Subject:')
+    expect(snippet.length).toBeLessThanOrEqual(SNIPPET_LENGTH + 2)
+  })
+
+  it('falls back to the opening when no term appears in the chunk', () => {
+    const snippet = matchSnippet(EMAIL, 'unrelated')
+    expect(snippet.startsWith('Thanks for your patience.')).toBe(true)
+    expect(snippet.endsWith('…')).toBe(true)
+  })
+})
diff --git a/apps/sim/lib/knowledge/search/snippet.ts b/apps/sim/lib/knowledge/search/snippet.ts
new file mode 100644
index 00000000000..08fb068dec8
--- /dev/null
+++ b/apps/sim/lib/knowledge/search/snippet.ts
@@ -0,0 +1,69 @@
+/** Characters of a document shown under a search result. */
+export const SNIPPET_LENGTH = 280
+/** Characters kept before the first match, so the hit sits in context rather than at the edge. */
+const LEAD_LENGTH = 90
+/** Query terms shorter than this are too common to anchor a snippet on. */
+const MIN_TERM_LENGTH = 3
+/** `Key: value` lines a connector writes above an email or ticket body. */
+const HEADER_LINE = /^[A-Z][A-Za-z-]{1,15}: .*$/
+
+function escapeRegExp(value: string): string {
+  return value.replace(/[.*+?^${}()|[\]\\]/g, '\\$&')
+}
+
+/**
+ * The document text without the header block some connectors prefix (the
+ * `Subject:` / `From:` / `To:` lines of an email): the title already says
+ * what the subject is, and a snippet spent on the header never shows why the
+ * document matched.
+ */
+export function stripLeadingHeaders(content: string): string {
+  const lines = content.split('\n')
+  let index = 0
+  while (index < lines.length && HEADER_LINE.test(lines[index].trim())) index += 1
+  if (index === 0) return content
+  return lines.slice(index).join('\n')
+}
+
+/** The query's terms worth anchoring on, longest first so the most specific one wins. */
+export function snippetTerms(query: string | undefined): string[] {
+  return [
+    ...new Set(
+      (query ?? '')
+        .split(/\s+/)
+        .map((term) => term.trim())
+        .filter((term) => term.length >= MIN_TERM_LENGTH)
+    ),
+  ].sort((a, b) => b.length - a.length)
+}
+
+/**
+ * The passage of a document a search result shows: a window around the first
+ * query term found, the way a search page shows why a document matched, and
+ * the document's opening when no term appears in this chunk. Whitespace is
+ * collapsed and the window is cut on word boundaries with ellipses where the
+ * text continues.
+ */
+export function matchSnippet(content: string, query?: string): string {
+  const flat = stripLeadingHeaders(content).replace(/\s+/g, ' ').trim()
+  if (flat.length <= SNIPPET_LENGTH) return flat
+
+  let start = 0
+  for (const term of snippetTerms(query)) {
+    const match = new RegExp(`\\b${escapeRegExp(term)}\\b`, 'i').exec(flat)
+    if (!match) continue
+    start = Math.max(0, match.index - LEAD_LENGTH)
+    break
+  }
+  if (start > 0) {
+    const boundary = flat.indexOf(' ', start)
+    if (boundary !== -1 && boundary - start < LEAD_LENGTH) start = boundary + 1
+  }
+  if (flat.length - start <= SNIPPET_LENGTH) {
+    return `${start > 0 ? '…' : ''}${flat.slice(start)}`
+  }
+  let end = start + SNIPPET_LENGTH
+  const lastSpace = flat.lastIndexOf(' ', end)
+  if (lastSpace > start + SNIPPET_LENGTH / 2) end = lastSpace
+  return `${start > 0 ? '…' : ''}${flat.slice(start, end).trimEnd()}…`
+}

From 4d887369c7fad35ed547694fe4358bd6462758b3 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 10:27:19 -0700
Subject: [PATCH 52/76] refactor(search): style the results and sources as one
 surface with the composer

Result rows take the chat surface's row rhythm with hairlines between
them, fade-clipped titles and meta lines, a proper icon button for Copy
link, a ghost Summarize matching Answer with Sim, actions revealed on
keyboard focus, and a linkless document rendered in the same row with
its author, date, and bolded passage. The source and date filters live
in the URL beside the query, cleared with it. The sources strip keeps
connected chips at full weight, and the member-connector query is gated
with an enabled option and cancelled before an optimistic queue write.
---
 .../knowledge-search-results.tsx              | 138 +++++++++++-------
 .../components/source-card/index.ts           |   7 +-
 .../components/source-card/source-card.tsx    |  60 ++++----
 .../search-sources/search-sources.tsx         |  13 +-
 .../mode-switcher/mode-switcher.test.tsx      |  12 +-
 .../mode-switcher/mode-switcher.tsx           |  15 +-
 .../app/workspace/[workspaceId]/home/home.tsx |  13 +-
 .../[workspaceId]/home/search-params.ts       |  23 ++-
 .../workspace/[workspaceId]/search/search.tsx |   2 +-
 apps/sim/hooks/queries/kb/connectors.ts       |  12 +-
 10 files changed, 198 insertions(+), 97 deletions(-)

diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
index aaa83c04a4d..69415b70275 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
@@ -1,13 +1,26 @@
 'use client'
 
-import { useMemo, useState } from 'react'
-import { Button, Chip } from '@sim/emcn'
+import { useMemo } from 'react'
+import { Button, Chip, OverflowText } from '@sim/emcn'
+import { FileText } from '@sim/emcn/icons'
+import { formatDate } from '@sim/utils/formatting'
+import { useQueryStates } from 'nuqs'
 import type { WorkspaceKnowledgeSearchResult } from '@/lib/api/contracts/knowledge'
 import { matchSnippet } from '@/lib/knowledge/search/snippet'
 import { connectorDisplayName } from '@/lib/sim-search/connectors'
-import { SourceCard } from '@/app/workspace/[workspaceId]/home/components/message-content/components/source-card'
+import {
+  highlightTerms,
+  SOURCE_ROW_CLASSES,
+  SOURCE_ROW_MARK_CLASSES,
+  SourceCard,
+} from '@/app/workspace/[workspaceId]/home/components/message-content/components/source-card'
 import type { SourceTagData } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
 import { isIndexing } from '@/app/workspace/[workspaceId]/home/components/search-sources'
+import {
+  resourceUrlKeys,
+  searchFilterParsers,
+  UPDATED_WINDOWS,
+} from '@/app/workspace/[workspaceId]/home/search-params'
 import { useWorkspaceHostContext } from '@/app/workspace/[workspaceId]/providers/workspace-host-provider'
 import {
   useWorkspaceMemberConnectors,
@@ -22,13 +35,8 @@ const MAX_SEARCHED_KNOWLEDGE_BASES = 20
 /** Filters appear only once a list is long and mixed enough for them to help. */
 const FILTERS_MIN_RESULTS = 10
 const DAY_MS = 24 * 60 * 60 * 1000
-
-const UPDATED_WINDOWS = [
-  { id: 'any', label: 'Any time', days: null },
-  { id: '7d', label: 'Past week', days: 7 },
-  { id: '30d', label: 'Past month', days: 30 },
-] as const
-type UpdatedWindow = (typeof UPDATED_WINDOWS)[number]['id']
+/** Every result without a connector is an upload; the filter names them so. */
+const UPLOAD_SOURCE = 'upload'
 
 /**
  * One card per document, keeping the best-ranked chunk of each: the list is
@@ -102,6 +110,41 @@ function handleResultsKeyDown(event: React.KeyboardEvent<HTMLDivElement>) {
   links[next].focus()
 }
 
+interface UnlinkedResultRowProps {
+  result: WorkspaceKnowledgeSearchResult
+  query: string
+}
+
+/**
+ * A document with nowhere to open, such as an upload: the same row as a
+ * linked result, with the file mark in place of a brand mark, so the list's
+ * columns and the matched passage stay aligned whatever the document is.
+ */
+function UnlinkedResultRow({ result, query }: UnlinkedResultRowProps) {
+  const meta = [
+    result.knowledgeBaseName,
+    result.author,
+    result.sourceModifiedAt ? formatDate(new Date(result.sourceModifiedAt)) : null,
+  ].filter((part): part is string => Boolean(part))
+  return (
+    <div className={SOURCE_ROW_CLASSES}>
+      <span className={SOURCE_ROW_MARK_CLASSES}>
+        <FileText className='size-[16px] text-[var(--text-icon)]' />
+      </span>
+      <div className='flex min-w-0 flex-1 flex-col gap-0.5'>
+        <OverflowText
+          label={result.documentName ?? 'Untitled document'}
+          className='text-[var(--text-primary)] text-sm'
+        />
+        <OverflowText label={meta.join(' · ')} className='text-[var(--text-muted)] text-caption' />
+        <p className='line-clamp-2 text-[var(--text-body)] text-small leading-snug'>
+          {highlightTerms(matchSnippet(result.content, query), query)}
+        </p>
+      </div>
+    </div>
+  )
+}
+
 interface KnowledgeSearchResultsProps {
   workspaceId: string
   query: string
@@ -117,7 +160,8 @@ interface KnowledgeSearchResultsProps {
  * that open the source. A header says how many and that the search ran as
  * them; while a connected source is still indexing it says so, and the list
  * grows as documents land. Filters by source and recency appear only once the
- * list is long and mixed enough to need them.
+ * list is long and mixed enough to need them, and live in the URL beside the
+ * query so a filtered search is a shareable link.
  */
 export function KnowledgeSearchResults({
   workspaceId,
@@ -152,44 +196,44 @@ export function KnowledgeSearchResults({
    */
   const memberAccessAvailable = features?.knowledgeMemberAccess === true
   const { data: memberConnectors = EMPTY_MEMBER_CONNECTORS } = useWorkspaceMemberConnectors(
-    memberAccessAvailable ? workspaceId : undefined
+    workspaceId,
+    { enabled: memberAccessAvailable }
   )
   const indexing = indexingSourceNames(memberConnectors, knowledgeBaseIds)
   const documents = useMemo(() => groupResultsByDocument(results ?? []), [results])
   const sourceTypes = useMemo(
-    () => [...new Set(documents.map((result) => result.connectorType ?? 'upload'))],
+    () => [...new Set(documents.map((result) => result.connectorType ?? UPLOAD_SOURCE))],
     [documents]
   )
-  const [sourceFilter, setSourceFilter] = useState<string | null>(null)
-  const [updatedFilter, setUpdatedFilter] = useState<UpdatedWindow>('any')
+  const [filters, setFilters] = useQueryStates(searchFilterParsers, resourceUrlKeys)
   const showFilters = documents.length >= FILTERS_MIN_RESULTS && sourceTypes.length > 1
   const visible = useMemo(() => {
     if (!showFilters) return documents
-    const window = UPDATED_WINDOWS.find((entry) => entry.id === updatedFilter)
+    const window = UPDATED_WINDOWS.find((entry) => entry.id === filters.updated)
     const cutoff = window?.days ? Date.now() - window.days * DAY_MS : null
     return documents.filter((result) => {
-      if (sourceFilter && (result.connectorType ?? 'upload') !== sourceFilter) return false
+      if (filters.source && (result.connectorType ?? UPLOAD_SOURCE) !== filters.source) return false
       if (cutoff !== null) {
         const modified = result.sourceModifiedAt ? Date.parse(result.sourceModifiedAt) : Number.NaN
         if (Number.isNaN(modified) || modified < cutoff) return false
       }
       return true
     })
-  }, [documents, showFilters, sourceFilter, updatedFilter])
+  }, [documents, showFilters, filters.source, filters.updated])
 
   const failure = basesError ?? error
   if (failure) {
-    return <p className='px-2 py-3 text-[var(--text-error)] text-small'>{failure.message}</p>
+    return <p className='px-2 py-2 text-[var(--text-error)] text-caption'>{failure.message}</p>
   }
   if (!basesPending && knowledgeBaseIds.length === 0) {
     return (
-      <p className='px-2 py-3 text-[var(--text-muted)] text-small'>
+      <p className='px-2 py-2 text-[var(--text-muted)] text-caption'>
         Nothing to search yet. Connect a source above to index what you can open.
       </p>
     )
   }
   if (isPending || (isFetching && !results)) {
-    return <p className='px-2 py-3 text-[var(--text-muted)] text-small'>Searching…</p>
+    return <p className='px-2 py-2 text-[var(--text-muted)] text-caption'>Searching…</p>
   }
 
   const indexingNote =
@@ -198,39 +242,45 @@ export function KnowledgeSearchResults({
       : null
 
   return (
-    <div className='flex flex-col gap-1'>
-      <div className='flex flex-wrap items-center gap-x-3 gap-y-1 px-2 py-1'>
-        <span className='text-[var(--text-muted)] text-caption'>
-          {documents.length === 1 ? '1 document' : `${documents.length} documents`} · searched as
-          you
-          {indexingNote ? ` · ${indexingNote}` : ''}
+    <div className='flex flex-col'>
+      <div className='flex items-center gap-2 px-2 py-2'>
+        <span className='min-w-0 flex-1 text-[var(--text-muted)] text-caption'>
+          <span className='tabular-nums'>
+            {documents.length === 1 ? '1 document' : `${documents.length} documents`}
+          </span>
+          {' · searched as you'}
+          {indexingNote && <span className='block'>{indexingNote}</span>}
         </span>
-        <Button variant='ghost' size='sm' className='ml-auto' onClick={() => onAnswer(query)}>
+        <Button variant='ghost' size='sm' onClick={() => onAnswer(query)}>
           Answer with Sim
         </Button>
       </div>
       {showFilters && (
-        <div className='flex flex-wrap gap-1.5 px-2 pb-1'>
-          <Chip shape='round' active={sourceFilter === null} onClick={() => setSourceFilter(null)}>
+        <div className='flex flex-wrap items-center gap-1.5 px-2 pb-2'>
+          <Chip
+            shape='round'
+            active={filters.source === null}
+            onClick={() => setFilters({ source: null })}
+          >
             All sources
           </Chip>
           {sourceTypes.map((type) => (
             <Chip
               key={type}
               shape='round'
-              active={sourceFilter === type}
-              onClick={() => setSourceFilter(sourceFilter === type ? null : type)}
+              active={filters.source === type}
+              onClick={() => setFilters({ source: filters.source === type ? null : type })}
             >
-              {type === 'upload' ? 'Uploads' : connectorDisplayName(type)}
+              {type === UPLOAD_SOURCE ? 'Uploads' : connectorDisplayName(type)}
             </Chip>
           ))}
-          <span className='mx-1 self-center text-[var(--text-muted)] text-caption'>·</span>
+          <span aria-hidden className='mx-0.5 h-[16px] w-px bg-[var(--border)]' />
           {UPDATED_WINDOWS.map((window) => (
             <Chip
               key={window.id}
               shape='round'
-              active={updatedFilter === window.id}
-              onClick={() => setUpdatedFilter(window.id)}
+              active={filters.updated === window.id}
+              onClick={() => setFilters({ updated: window.id })}
             >
               {window.label}
             </Chip>
@@ -238,13 +288,13 @@ export function KnowledgeSearchResults({
         </div>
       )}
       {visible.length === 0 ? (
-        <p className='px-2 py-3 text-[var(--text-muted)] text-small'>
+        <p className='px-2 py-2 text-[var(--text-muted)] text-caption'>
           {documents.length === 0
             ? `No documents you can read match “${query}”.`
             : 'No documents match these filters.'}
         </p>
       ) : (
-        <div className='flex flex-col gap-0.5' onKeyDown={handleResultsKeyDown}>
+        <div className='flex flex-col' onKeyDown={handleResultsKeyDown}>
           {visible.map((result) => {
             const source = toSource(result, query)
             return source ? (
@@ -257,17 +307,7 @@ export function KnowledgeSearchResults({
                 }
               />
             ) : (
-              <div key={result.documentId} className='flex flex-col gap-0.5 px-2 py-2'>
-                <p className='truncate text-[var(--text-primary)] text-sm'>
-                  {result.documentName ?? 'Untitled document'}
-                </p>
-                <p className='truncate text-[var(--text-muted)] text-caption'>
-                  {result.knowledgeBaseName}
-                </p>
-                <p className='line-clamp-2 text-[var(--text-body)] text-small leading-snug'>
-                  {matchSnippet(result.content, query)}
-                </p>
-              </div>
+              <UnlinkedResultRow key={result.documentId} result={result} query={query} />
             )
           })}
         </div>
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/index.ts
index ef15ac712fe..2fe0097f08e 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/index.ts
@@ -1 +1,6 @@
-export { highlightTerms, SourceCard } from './source-card'
+export {
+  highlightTerms,
+  SOURCE_ROW_CLASSES,
+  SOURCE_ROW_MARK_CLASSES,
+  SourceCard,
+} from './source-card'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
index 11b6ad93858..b4b699709a6 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
@@ -1,7 +1,7 @@
 'use client'
 
 import { type ReactNode, useState } from 'react'
-import { Button, cn, Tooltip } from '@sim/emcn'
+import { Button, chipIconSlotClass, cn, OverflowText, Tooltip } from '@sim/emcn'
 import { Check, Link as LinkIcon } from '@sim/emcn/icons'
 import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
@@ -26,6 +26,17 @@ const MIN_HIGHLIGHT_TERM_LENGTH = 3
 /** How long the copied state shows on the copy-link action. */
 const COPIED_FEEDBACK_MS = 1_500
 
+/**
+ * The row every source card and its linkless sibling share: the chat surface's
+ * row rhythm, a hairline between adjacent rows, and the surface fill on hover
+ * or focus, so a list of results reads like the lists around the composer.
+ */
+export const SOURCE_ROW_CLASSES =
+  'group/source not-prose flex items-start gap-2 border-[var(--border)] px-2 py-2 transition-colors focus-within:bg-[var(--surface-5)] hover-hover:bg-[var(--surface-5)] [&+&]:border-t'
+
+/** The 16px mark slot, nudged to centre on the title's first line. */
+export const SOURCE_ROW_MARK_CLASSES = cn(chipIconSlotClass, 'mt-[3px]')
+
 function escapeRegExp(value: string): string {
   return value.replace(/[.*+?^${}()|[\]\\]/g, '\\$&')
 }
@@ -48,7 +59,7 @@ export function highlightTerms(text: string, query: string | undefined): ReactNo
   const parts = text.split(pattern)
   return parts.map((part, index) =>
     index % 2 === 1 ? (
-      <strong key={index} className='font-semibold text-[var(--text-primary)]'>
+      <strong key={index} className='font-medium text-[var(--text-primary)]'>
         {part}
       </strong>
     ) : (
@@ -79,7 +90,7 @@ function CopyLinkAction({ url }: CopyLinkActionProps) {
       <Tooltip.Trigger asChild>
         <Button
           variant='ghost'
-          size='sm'
+          size='icon'
           aria-label='Copy link'
           onClick={() => {
             navigator.clipboard.writeText(url).then(
@@ -95,14 +106,10 @@ function CopyLinkAction({ url }: CopyLinkActionProps) {
             )
           }}
         >
-          {copied ? (
-            <Check className='size-[14px] text-[var(--text-icon)]' />
-          ) : (
-            <LinkIcon className='size-[14px] text-[var(--text-icon)]' />
-          )}
+          {copied ? <Check className='size-[14px]' /> : <LinkIcon className='size-[14px]' />}
         </Button>
       </Tooltip.Trigger>
-      <Tooltip.Content>{copied ? 'Copied' : 'Copy link'}</Tooltip.Content>
+      <Tooltip.Content side='top'>{copied ? 'Copied' : 'Copy link'}</Tooltip.Content>
     </Tooltip.Root>
   )
 }
@@ -117,11 +124,11 @@ interface SourceCardProps {
 
 /**
  * One document a search found, laid out to be scanned: the source's brand
- * mark or favicon, the title as a link back to the document, where it lives
- * and when it last changed, and the passage that matched with the query terms
- * in bold. Actions stay out of the way until the row is hovered or focused.
- * The same row serves the composer's search results and the footer of a reply
- * that cited its sources with a snippet.
+ * mark or favicon, the title as a link back to the document, where it lives,
+ * who it is from, and when it last changed, and the passage that matched with
+ * the query terms in bold. Actions stay out of the way until the row is
+ * hovered or its title focused. The same row serves the composer's search
+ * results and the footer of a reply that cited its sources with a snippet.
  */
 export function SourceCard({ source, query, onSummarize }: SourceCardProps) {
   const hostname = externalLinkHostname(source.url)
@@ -136,8 +143,8 @@ export function SourceCard({ source, query, onSummarize }: SourceCardProps) {
   ].filter((part): part is string => Boolean(part))
 
   return (
-    <div className='group/source not-prose flex items-start gap-3 rounded-md px-2 py-2 transition-colors focus-within:bg-[var(--surface-5)] hover-hover:bg-[var(--surface-5)]'>
-      <span className='mt-[3px] flex size-[16px] flex-shrink-0 items-center justify-center'>
+    <div className={SOURCE_ROW_CLASSES}>
+      <span className={SOURCE_ROW_MARK_CLASSES}>
         {ConnectorIcon ? (
           <BrandIcon icon={ConnectorIcon} className='size-[16px]' />
         ) : hostname ? (
@@ -156,29 +163,24 @@ export function SourceCard({ source, query, onSummarize }: SourceCardProps) {
           rel='noopener noreferrer'
           data-source-link=''
           onClick={(event) => handleExternalLinkClick(event, source.url)}
-          className={cn(
-            'truncate text-[var(--text-primary)] text-sm no-underline hover:underline',
-            'underline-offset-2'
-          )}
+          className='block min-w-0 text-[var(--text-primary)] text-sm no-underline underline-offset-2 hover:underline'
         >
-          {source.title?.trim() || sourceLabel(source)}
+          <OverflowText
+            label={source.title?.trim() || sourceLabel(source)}
+            focusTarget='nearest-interactive'
+          />
         </a>
-        <p className='truncate text-[var(--text-muted)] text-caption'>{meta.join(' · ')}</p>
+        <OverflowText label={meta.join(' · ')} className='text-[var(--text-muted)] text-caption' />
         {source.snippet && (
           <p className='line-clamp-2 text-[var(--text-body)] text-small leading-snug'>
             {highlightTerms(source.snippet, query)}
           </p>
         )}
       </div>
-      <div
-        className={cn(
-          'flex flex-shrink-0 items-center gap-1 opacity-0 transition-opacity',
-          'focus-within:opacity-100 group-hover/source:opacity-100'
-        )}
-      >
+      <div className='flex flex-shrink-0 items-center gap-1 self-start opacity-0 transition-opacity group-focus-within/source:opacity-100 group-hover/source:opacity-100'>
         <CopyLinkAction url={source.url} />
         {onSummarize && (
-          <Button variant='default' size='sm' onClick={() => onSummarize(source)}>
+          <Button variant='ghost' size='sm' onClick={() => onSummarize(source)}>
             Summarize
           </Button>
         )}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
index 64dd5200441..7c54d1e4642 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
@@ -1,7 +1,7 @@
 'use client'
 
 import { useMemo } from 'react'
-import { Chip } from '@sim/emcn'
+import { Chip, chipContentGap, cn } from '@sim/emcn'
 import { Loader, Plus } from '@sim/emcn/icons'
 import {
   canConnectPersonally,
@@ -106,8 +106,10 @@ function SourceChip({
     <Chip
       shape='round'
       active={connected}
-      disabled={disabled || unavailable || !actionable}
+      disabled={disabled || unavailable}
+      aria-disabled={!actionable || undefined}
       onClick={actionable ? onConnect : undefined}
+      className={cn(!actionable && !unavailable && 'cursor-default')}
       title={title}
       leftAdornment={<BrandIcon icon={connector.meta.icon} className='size-[14px] flex-shrink-0' />}
       rightIcon={!busy && actionable ? Plus : undefined}
@@ -115,7 +117,7 @@ function SourceChip({
         busy ? <Loader className='size-[14px] text-[var(--text-icon)]' animate /> : undefined
       }
     >
-      <span className='flex items-center gap-1.5'>
+      <span className={cn('flex items-baseline', chipContentGap)}>
         <span>{connector.meta.name}</span>
         {state && <span className='text-[var(--text-muted)] text-caption'>{state}</span>}
       </span>
@@ -144,7 +146,8 @@ export function SearchSources({ workspaceId }: SearchSourcesProps) {
    */
   const memberAccessAvailable = features?.knowledgeMemberAccess === true
   const { data: memberConnectors = EMPTY_MEMBER_CONNECTORS } = useWorkspaceMemberConnectors(
-    memberAccessAvailable ? workspaceId : undefined
+    workspaceId,
+    { enabled: memberAccessAvailable }
   )
   const connectionByType = useMemo(
     () => simSearchConnectionsByType(memberConnectors),
@@ -203,7 +206,7 @@ export function SearchSources({ workspaceId }: SearchSourcesProps) {
           )
         })}
       </div>
-      {error && <p className='text-[var(--text-error)] text-caption'>{error}</p>}
+      {error && <p className='px-2 text-[var(--text-error)] text-caption'>{error}</p>}
       {setupConnector && (
         <SourceSetupModal
           connector={setupConnector}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
index f118138a58c..321a359a2bb 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
@@ -5,15 +5,19 @@ import { act } from 'react'
 import { createRoot, type Root } from 'react-dom/client'
 import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
 
-const { mockCaptureEvent, mockSetSearchQuery } = vi.hoisted(() => ({
+const { mockCaptureEvent, mockSetSearchQuery, mockSetSearchFilters } = vi.hoisted(() => ({
   mockCaptureEvent: vi.fn(),
   mockSetSearchQuery: vi.fn(),
+  mockSetSearchFilters: vi.fn(),
 }))
 
 vi.mock('next/navigation', () => ({
   useParams: () => ({ workspaceId: 'workspace-1' }),
 }))
-vi.mock('nuqs', () => ({ useQueryState: () => [null, mockSetSearchQuery] }))
+vi.mock('nuqs', () => ({
+  useQueryState: () => [null, mockSetSearchQuery],
+  useQueryStates: () => [{}, mockSetSearchFilters],
+}))
 vi.mock('posthog-js/react', () => ({ usePostHog: () => null }))
 vi.mock('@/lib/posthog/client', () => ({ captureEvent: mockCaptureEvent }))
 
@@ -112,6 +116,10 @@ describe('ModeSwitcher', () => {
 
     expect(useMothershipModeStore.getState().mode).toBe('build')
     expect(mockSetSearchQuery).toHaveBeenCalledWith(null, { history: 'replace', scroll: false })
+    expect(mockSetSearchFilters).toHaveBeenCalledWith(
+      { source: null, updated: null },
+      { history: 'replace', scroll: false }
+    )
   })
 
   it('does not report re-selecting the active mode', () => {
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
index cb82323125e..c0bfa8ef515 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
@@ -11,10 +11,15 @@ import {
 } from '@sim/emcn'
 import { Check } from '@sim/emcn/icons'
 import { useParams } from 'next/navigation'
-import { useQueryState } from 'nuqs'
+import { useQueryState, useQueryStates } from 'nuqs'
 import { usePostHog } from 'posthog-js/react'
 import { captureEvent } from '@/lib/posthog/client'
-import { searchQueryParam } from '@/app/workspace/[workspaceId]/home/search-params'
+import {
+  CLEARED_SEARCH_FILTERS,
+  resourceUrlKeys,
+  searchFilterParsers,
+  searchQueryParam,
+} from '@/app/workspace/[workspaceId]/home/search-params'
 import {
   MOTHERSHIP_MODES,
   type MothershipMode,
@@ -40,12 +45,16 @@ export const ModeSwitcher = memo(function ModeSwitcher() {
   const setMode = useMothershipModeStore((state) => state.setMode)
 
   const [, setSearchQueryParam] = useQueryState(searchQueryParam.key, searchQueryParam.parser)
+  const [, setSearchFilters] = useQueryStates(searchFilterParsers, resourceUrlKeys)
 
   /** Leaving Search drops the query from the URL, so a clean URL always means no search is showing. */
   const handleSelect = (next: MothershipMode) => {
     if (next === mode) return
     setMode(next)
-    if (next !== 'search') void setSearchQueryParam(null, { history: 'replace', scroll: false })
+    if (next !== 'search') {
+      void setSearchQueryParam(null, { history: 'replace', scroll: false })
+      void setSearchFilters(CLEARED_SEARCH_FILTERS, { history: 'replace', scroll: false })
+    }
     captureEvent(posthog, 'chat_mode_changed', { workspace_id: workspaceId, mode: next })
   }
 
diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index 4deb957caba..fe8010a467f 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -17,7 +17,7 @@ import { PanelLeft } from '@sim/emcn/icons'
 import { createLogger } from '@sim/logger'
 import { useQueryClient } from '@tanstack/react-query'
 import { useParams, useRouter } from 'next/navigation'
-import { useQueryState } from 'nuqs'
+import { useQueryState, useQueryStates } from 'nuqs'
 import { usePostHog } from 'posthog-js/react'
 import { requestJson } from '@/lib/api/client/request'
 import { createWorkflowContract } from '@/lib/api/contracts'
@@ -50,8 +50,10 @@ import {
   resolveResourceSelectionUpdate,
 } from '@/app/workspace/[workspaceId]/home/resource-view-policy'
 import {
+  CLEARED_SEARCH_FILTERS,
   resourceParam,
   resourceUrlKeys,
+  searchFilterParsers,
   searchQueryParam,
 } from '@/app/workspace/[workspaceId]/home/search-params'
 import { useFolders } from '@/hooks/queries/folders'
@@ -165,9 +167,14 @@ export function Home({ chatId, userName, userId }: HomeProps) {
     ...resourceUrlKeys,
   })
   const searchQuery = searchQueryValue ?? ''
+  const [, setSearchFilters] = useQueryStates(searchFilterParsers, resourceUrlKeys)
+  /** A new or cleared query starts from unfiltered results. */
   const setSearchQuery = useCallback(
-    (query: string) => void setSearchQueryParam(query || null),
-    [setSearchQueryParam]
+    (query: string) => {
+      void setSearchQueryParam(query || null)
+      void setSearchFilters(CLEARED_SEARCH_FILTERS)
+    },
+    [setSearchQueryParam, setSearchFilters]
   )
   /** A link that carries a query opens in Search mode with the query in the box. */
   const [initialSearchQuery] = useState(searchQuery)
diff --git a/apps/sim/app/workspace/[workspaceId]/home/search-params.ts b/apps/sim/app/workspace/[workspaceId]/home/search-params.ts
index cd0a47ffe04..e39e34d1709 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/search-params.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/search-params.ts
@@ -1,4 +1,4 @@
-import { parseAsString } from 'nuqs/server'
+import { parseAsString, parseAsStringLiteral } from 'nuqs/server'
 
 /**
  * Co-located, typed URL query-param definition for the home/Chat surface.
@@ -37,3 +37,24 @@ export const searchQueryParam = {
   key: 'q',
   parser: parseAsString,
 } as const
+
+/** The recency windows a search can be narrowed to. */
+export const UPDATED_WINDOWS = [
+  { id: 'any', label: 'Any time', days: null },
+  { id: '7d', label: 'Past week', days: 7 },
+  { id: '30d', label: 'Past month', days: 30 },
+] as const
+const UPDATED_WINDOW_IDS = UPDATED_WINDOWS.map((window) => window.id)
+
+/**
+ * The result filters, beside `q`, so a narrowed search is the same shareable
+ * link as the search itself. `source` is a connector type or `upload`, absent
+ * for every source; both are dropped with the query.
+ */
+export const searchFilterParsers = {
+  source: parseAsString,
+  updated: parseAsStringLiteral(UPDATED_WINDOW_IDS).withDefault('any'),
+} as const
+
+/** Every search param at its default: what leaving a search writes. */
+export const CLEARED_SEARCH_FILTERS = { source: null, updated: null } as const
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search.tsx b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
index f456582a604..cd90eebf4b8 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/search.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
@@ -142,7 +142,7 @@ export function Search() {
   const setSearchTerm = useDebouncedSearchSetter(setSearchTermParam)
 
   const { data: memberConnectors = EMPTY_MEMBER_CONNECTORS, isPending: connectionsPending } =
-    useWorkspaceMemberConnectors(memberAccessAvailable ? workspaceId : undefined)
+    useWorkspaceMemberConnectors(workspaceId, { enabled: memberAccessAvailable })
   useScrollRestoration(scrollContainerRef, {
     ready: !memberAccessAvailable || !connectionsPending,
   })
diff --git a/apps/sim/hooks/queries/kb/connectors.ts b/apps/sim/hooks/queries/kb/connectors.ts
index f24791bd5c7..df57ceb9a3a 100644
--- a/apps/sim/hooks/queries/kb/connectors.ts
+++ b/apps/sim/hooks/queries/kb/connectors.ts
@@ -385,11 +385,14 @@ async function fetchWorkspaceMemberConnectors(
 }
 
 /** Every per-member connector in the workspace and where the viewer stands with each. */
-export function useWorkspaceMemberConnectors(workspaceId?: string) {
+export function useWorkspaceMemberConnectors(
+  workspaceId?: string,
+  options?: { enabled?: boolean }
+) {
   return useQuery({
     queryKey: memberConnectorKeys.list(workspaceId),
     queryFn: ({ signal }) => fetchWorkspaceMemberConnectors(workspaceId as string, signal),
-    enabled: Boolean(workspaceId),
+    enabled: Boolean(workspaceId) && (options?.enabled ?? true),
     staleTime: WORKSPACE_MEMBER_CONNECTORS_STALE_TIME,
     placeholderData: keepPreviousData,
   })
@@ -507,7 +510,10 @@ export function useTriggerSync() {
      * takes over through `pending` → `syncing` → `active`.
      */
     onMutate: async ({ knowledgeBaseId, connectorId }) => {
-      await queryClient.cancelQueries({ queryKey: connectorKeys.all(knowledgeBaseId) })
+      await Promise.all([
+        queryClient.cancelQueries({ queryKey: connectorKeys.all(knowledgeBaseId) }),
+        queryClient.cancelQueries({ queryKey: memberConnectorKeys.lists() }),
+      ])
       return optimisticallyQueueSync(queryClient, knowledgeBaseId, connectorId)
     },
     /**

From 4b42c2c5c38cded37b703e19992d029921ae9e6e Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 10:39:16 -0700
Subject: [PATCH 53/76] fix(search): safe result links, script-aware term
 matching, and honest header stripping

A result links only to an http(s) URL; term matching judges word edges
by the surrounding characters instead of ASCII \b and strips quotes
from a phrase, and the same matcher bolds the passage; a chunk that is
nothing but fields keeps its content; the agent leaves unknown optional
citation fields out and keeps the tool's published result count; route
errors log the wrapped cause and Postgres code.
---
 .../knowledge-search-results.tsx              | 12 ++--
 .../components/source-card/source-card.tsx    | 41 +++++--------
 .../components/special-tags/index.ts          |  1 +
 .../components/special-tags/special-tags.tsx  |  2 +-
 .../server/knowledge/knowledge-base.test.ts   |  2 +-
 .../tools/server/knowledge/knowledge-base.ts  |  4 +-
 apps/sim/lib/core/utils/with-route-handler.ts | 28 +++++++--
 apps/sim/lib/knowledge/search/snippet.test.ts | 42 +++++++++++--
 apps/sim/lib/knowledge/search/snippet.ts      | 61 +++++++++++++++----
 9 files changed, 139 insertions(+), 54 deletions(-)

diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
index 69415b70275..524bc503b3d 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
@@ -14,7 +14,10 @@ import {
   SOURCE_ROW_MARK_CLASSES,
   SourceCard,
 } from '@/app/workspace/[workspaceId]/home/components/message-content/components/source-card'
-import type { SourceTagData } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
+import {
+  isHttpUrl,
+  type SourceTagData,
+} from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
 import { isIndexing } from '@/app/workspace/[workspaceId]/home/components/search-sources'
 import {
   resourceUrlKeys,
@@ -76,11 +79,12 @@ export function indexingSourceNames(
 
 /**
  * A result as the source card renders it: the row's second line names the
- * source app, or the knowledge base for an upload. A document without a
- * source URL cannot be opened.
+ * source app, or the knowledge base for an upload. A document without an
+ * http(s) source URL cannot be opened, and a connector-supplied value of any
+ * other scheme is never handed to the browser as a link.
  */
 function toSource(result: WorkspaceKnowledgeSearchResult, query: string): SourceTagData | null {
-  if (!result.sourceUrl) return null
+  if (!isHttpUrl(result.sourceUrl)) return null
   return {
     url: result.sourceUrl,
     title: result.documentName ?? undefined,
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
index b4b699709a6..dbbd2f5c5ca 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
@@ -7,6 +7,7 @@ import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
 import { formatDate } from '@sim/utils/formatting'
 import { faviconUrl } from '@/lib/core/utils/favicon'
+import { findTermMatches, queryTerms } from '@/lib/knowledge/search/snippet'
 import {
   externalLinkHostname,
   handleExternalLinkClick,
@@ -21,8 +22,6 @@ import { BrandIcon } from '@/blocks/brand-icon'
 
 const logger = createLogger('SourceCard')
 
-/** Query terms shorter than this are too common to bold. */
-const MIN_HIGHLIGHT_TERM_LENGTH = 3
 /** How long the copied state shows on the copy-link action. */
 const COPIED_FEEDBACK_MS = 1_500
 
@@ -37,35 +36,27 @@ export const SOURCE_ROW_CLASSES =
 /** The 16px mark slot, nudged to centre on the title's first line. */
 export const SOURCE_ROW_MARK_CLASSES = cn(chipIconSlotClass, 'mt-[3px]')
 
-function escapeRegExp(value: string): string {
-  return value.replace(/[.*+?^${}()|[\]\\]/g, '\\$&')
-}
-
 /**
  * The snippet with every query term in bold, so the reader sees why the
- * document matched. Terms are matched as whole words, case-insensitively.
+ * document matched. Terms are matched as whole words in any script,
+ * case-insensitively, by the same rule the snippet was centred with.
  */
 export function highlightTerms(text: string, query: string | undefined): ReactNode {
-  const terms = [
-    ...new Set(
-      (query ?? '')
-        .split(/\s+/)
-        .map((term) => term.trim())
-        .filter((term) => term.length >= MIN_HIGHLIGHT_TERM_LENGTH)
-    ),
-  ]
-  if (terms.length === 0) return text
-  const pattern = new RegExp(`\\b(${terms.map(escapeRegExp).join('|')})\\b`, 'gi')
-  const parts = text.split(pattern)
-  return parts.map((part, index) =>
-    index % 2 === 1 ? (
-      <strong key={index} className='font-medium text-[var(--text-primary)]'>
-        {part}
+  const matches = findTermMatches(text, queryTerms(query))
+  if (matches.length === 0) return text
+  const parts: ReactNode[] = []
+  let cursor = 0
+  for (const match of matches) {
+    if (match.index > cursor) parts.push(text.slice(cursor, match.index))
+    parts.push(
+      <strong key={match.index} className='font-medium text-[var(--text-primary)]'>
+        {text.slice(match.index, match.index + match.length)}
       </strong>
-    ) : (
-      part
     )
-  )
+    cursor = match.index + match.length
+  }
+  if (cursor < text.length) parts.push(text.slice(cursor))
+  return parts
 }
 
 function parseUpdatedAt(value: string | undefined): Date | null {
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/index.ts
index 8964244b4eb..609cdc21eca 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/index.ts
@@ -25,6 +25,7 @@ export {
   CredentialDisplay,
   credentialTagHasVisibleCard,
   formatCredentialSubmissionMessage,
+  isHttpUrl,
   PendingTagIndicator,
   parseCredentialSubmissionMessage,
   parseCredentialSubmissionProgress,
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx
index 307b4f767f0..6add2081368 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx
@@ -567,7 +567,7 @@ function isMothershipErrorTagData(value: unknown): value is MothershipErrorTagDa
  * a source. Parsed rather than pattern-matched so a malformed value such as
  * `https://?` — which a prefix check would accept — never becomes a dead link.
  */
-function isHttpUrl(value: unknown): value is string {
+export function isHttpUrl(value: unknown): value is string {
   if (typeof value !== 'string' || /\s/.test(value)) return false
   try {
     const url = new URL(value)
diff --git a/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.test.ts b/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.test.ts
index bf6cadf13c4..8c3757a4cb2 100644
--- a/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.test.ts
+++ b/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.test.ts
@@ -401,7 +401,7 @@ describe('manage_knowledge_base trusted application delegation', () => {
       workspaceId: 'workspace-paid',
       knowledgeBaseIds: [KNOWLEDGE_BASE.id],
       query: '{{KB_QUERY}}',
-      topK: 10,
+      topK: 5,
       resultSecretRegistry: registry,
     })
     expect(mockReadKnowledgeBase).not.toHaveBeenCalled()
diff --git a/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.ts b/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.ts
index 14e8c1dc1fb..da47785283e 100644
--- a/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.ts
+++ b/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.ts
@@ -59,14 +59,14 @@ import { projectResolvedSecretModelContent } from '@/executor/utils/resolved-sec
 const logger = createLogger('KnowledgeBaseServerTool')
 
 /** Results a query returns unless the caller asks for a number. */
-const DEFAULT_QUERY_TOP_K = 10
+const DEFAULT_QUERY_TOP_K = 5
 /**
  * How the model cites a knowledge result in its reply. The `<source>` tag is
  * what the chat renders as a link back to the document, so a result without
  * a source URL is quoted by name instead.
  */
 const KNOWLEDGE_CITATION_INSTRUCTION =
-  'Cite each result you use inline, right after the sentence it supports, as <source>{"url":<sourceUrl>,"title":<documentName>,"siteName":<knowledgeBaseName>,"connectorType":<connectorType>,"snippet":<the sentence or two of content you relied on>,"updatedAt":<sourceModifiedAt>,"author":<author>}</source>; omit the tag for a result whose sourceUrl is null and name the document instead.'
+  'Cite each result you use inline, right after the sentence it supports, as <source>{"url":<sourceUrl>,"title":<documentName>,"siteName":<knowledgeBaseName>,"connectorType":<connectorType>,"snippet":<the sentence or two of content you relied on>,"updatedAt":<sourceModifiedAt>,"author":<author>}</source>; leave out any optional field whose value is null or unknown, and omit the tag for a result whose sourceUrl is null and name the document instead.'
 
 /**
  * Resolves an environment-variable reference passed as a connector API key.
diff --git a/apps/sim/lib/core/utils/with-route-handler.ts b/apps/sim/lib/core/utils/with-route-handler.ts
index 3e225c3b9d4..70f173986f2 100644
--- a/apps/sim/lib/core/utils/with-route-handler.ts
+++ b/apps/sim/lib/core/utils/with-route-handler.ts
@@ -1,5 +1,5 @@
 import { createLogger, runWithRequestContext } from '@sim/logger'
-import { getErrorMessage } from '@sim/utils/errors'
+import { getErrorMessage, getPostgresErrorCode } from '@sim/utils/errors'
 import type { NextRequest } from 'next/server'
 import { NextResponse } from 'next/server'
 import { getRateLimitHeaders } from '@/lib/api/server/rate-limit-context'
@@ -87,6 +87,20 @@ function traceIdFromTraceparent(header: string | null | undefined): string | und
   return match[1]
 }
 
+/**
+ * What a wrapped error hides: a query failure from the database client carries
+ * the driver's reason and the Postgres code on its cause, and only the outer
+ * message names the query.
+ */
+function errorDetail(error: unknown): { cause?: string; code?: string } {
+  const cause = error instanceof Error && error.cause !== undefined ? error.cause : undefined
+  const code = getPostgresErrorCode(error)
+  return {
+    ...(cause !== undefined ? { cause: getErrorMessage(cause) } : {}),
+    ...(code ? { code } : {}),
+  }
+}
+
 /**
  * Wraps a Next.js API route handler with centralized error reporting.
  *
@@ -119,6 +133,7 @@ export function withRouteHandler<T>(
       } catch (error) {
         const duration = Date.now() - startTime
         const message = getErrorMessage(error, 'Unknown error')
+        const detail = errorDetail(error)
         if (request.signal.aborted) {
           logger.info('Client closed request', { duration, status: 499 })
           response = options.clientAbortResponse
@@ -132,7 +147,12 @@ export function withRouteHandler<T>(
         if (typedError) {
           const typedStatus = typedError.statusCode
           if (typedStatus >= 500) {
-            logger.error('Unhandled route error', { duration, status: typedStatus, error: message })
+            logger.error('Unhandled route error', {
+              duration,
+              status: typedStatus,
+              error: message,
+              ...detail,
+            })
           } else {
             logger.warn('Typed route error', { duration, status: typedStatus, error: message })
           }
@@ -144,13 +164,13 @@ export function withRouteHandler<T>(
         }
 
         if (options.unhandledErrorResponse) {
-          logger.error('Unhandled route error', { duration, error: message })
+          logger.error('Unhandled route error', { duration, error: message, ...detail })
           response = options.unhandledErrorResponse({ error, requestId })
           applyResponseHeaders(response, request, requestId)
           return response
         }
 
-        logger.error('Unhandled route error', { duration, error: message })
+        logger.error('Unhandled route error', { duration, error: message, ...detail })
         response = NextResponse.json({ error: 'Internal server error', requestId }, { status: 500 })
         applyResponseHeaders(response, request, requestId)
         return response
diff --git a/apps/sim/lib/knowledge/search/snippet.test.ts b/apps/sim/lib/knowledge/search/snippet.test.ts
index 8aeaeaec633..86e91434954 100644
--- a/apps/sim/lib/knowledge/search/snippet.test.ts
+++ b/apps/sim/lib/knowledge/search/snippet.test.ts
@@ -3,9 +3,10 @@
  */
 import { describe, expect, it } from 'vitest'
 import {
+  findTermMatches,
   matchSnippet,
+  queryTerms,
   SNIPPET_LENGTH,
-  snippetTerms,
   stripLeadingHeaders,
 } from '@/lib/knowledge/search/snippet'
 
@@ -18,6 +19,10 @@ const EMAIL = [
   `${'Thanks for your patience. '.repeat(12)}The Volvo order shipped on Monday and the tracking number follows. ${'More text here. '.repeat(20)}`,
 ].join('\n')
 
+const EVENT = ['Title: Weekly sync', 'Organizer: Ada', 'When: Monday 9am', 'Where: Room 4'].join(
+  '\n'
+)
+
 describe('stripLeadingHeaders', () => {
   it('drops the header block a connector writes above an email body', () => {
     expect(stripLeadingHeaders(EMAIL).startsWith('\nThanks for your patience.')).toBe(true)
@@ -28,12 +33,35 @@ describe('stripLeadingHeaders', () => {
       'Plain prose: with a colon inside.'
     )
   })
+
+  it('keeps a chunk that is nothing but fields, such as a calendar event', () => {
+    expect(stripLeadingHeaders(EVENT)).toBe(EVENT)
+    expect(stripLeadingHeaders(`${EVENT}\n\n`)).toBe(`${EVENT}\n\n`)
+  })
 })
 
-describe('snippetTerms', () => {
+describe('queryTerms', () => {
   it('keeps distinct terms of three or more characters, longest first', () => {
-    expect(snippetTerms('the Volvo invoice is volvo')).toEqual(['invoice', 'Volvo', 'volvo', 'the'])
-    expect(snippetTerms(undefined)).toEqual([])
+    expect(queryTerms('the Volvo invoice is volvo')).toEqual(['invoice', 'Volvo', 'volvo', 'the'])
+    expect(queryTerms(undefined)).toEqual([])
+  })
+
+  it('strips the quotes and punctuation around a term', () => {
+    expect(queryTerms('"foo bar" (baz),')).toEqual(['foo', 'bar', 'baz'])
+  })
+})
+
+describe('findTermMatches', () => {
+  it('matches whole words in any script', () => {
+    expect(findTermMatches('Der Bericht über Zürich.', ['Zürich'])).toEqual([
+      { index: 17, length: 6 },
+    ])
+    expect(findTermMatches('Reports on Zürichsee.', ['Zürich'])).toEqual([])
+    expect(findTermMatches('東京の天気', ['天気'])).toEqual([{ index: 3, length: 2 }])
+  })
+
+  it('skips a hit glued to another word character', () => {
+    expect(findTermMatches('subvolvo volvo_x volvo', ['volvo'])).toEqual([{ index: 17, length: 5 }])
   })
 })
 
@@ -51,6 +79,12 @@ describe('matchSnippet', () => {
     expect(snippet.length).toBeLessThanOrEqual(SNIPPET_LENGTH + 2)
   })
 
+  it('centres on a quoted phrase and on a non-ASCII term', () => {
+    expect(matchSnippet(EMAIL, '"Volvo order"')).toContain('The Volvo order shipped')
+    const german = `${'Einleitung. '.repeat(30)}Die Lieferung nach Zürich ist unterwegs. ${'Mehr. '.repeat(30)}`
+    expect(matchSnippet(german, 'Zürich')).toContain('nach Zürich')
+  })
+
   it('falls back to the opening when no term appears in the chunk', () => {
     const snippet = matchSnippet(EMAIL, 'unrelated')
     expect(snippet.startsWith('Thanks for your patience.')).toBe(true)
diff --git a/apps/sim/lib/knowledge/search/snippet.ts b/apps/sim/lib/knowledge/search/snippet.ts
index 08fb068dec8..fd76cef37f7 100644
--- a/apps/sim/lib/knowledge/search/snippet.ts
+++ b/apps/sim/lib/knowledge/search/snippet.ts
@@ -6,6 +6,14 @@ const LEAD_LENGTH = 90
 const MIN_TERM_LENGTH = 3
 /** `Key: value` lines a connector writes above an email or ticket body. */
 const HEADER_LINE = /^[A-Z][A-Za-z-]{1,15}: .*$/
+/**
+ * A character that continues a word, so a term touching one on either side is
+ * part of a longer word rather than a hit. Scripts written without spaces
+ * (Han, kana, Hangul, Thai) have no such edges, so their letters never
+ * disqualify a neighbouring match.
+ */
+const WORD_CHARACTER =
+  /(?![\p{sc=Han}\p{sc=Hiragana}\p{sc=Katakana}\p{sc=Hangul}\p{sc=Thai}])[\p{L}\p{N}_]/u
 
 function escapeRegExp(value: string): string {
   return value.replace(/[.*+?^${}()|[\]\\]/g, '\\$&')
@@ -15,28 +23,60 @@ function escapeRegExp(value: string): string {
  * The document text without the header block some connectors prefix (the
  * `Subject:` / `From:` / `To:` lines of an email): the title already says
  * what the subject is, and a snippet spent on the header never shows why the
- * document matched.
+ * document matched. Only a block the connector closed with a blank line
+ * counts, and only when a body follows it: a chunk that is nothing but
+ * `Key: value` fields, such as a calendar event, is the document.
  */
 export function stripLeadingHeaders(content: string): string {
   const lines = content.split('\n')
   let index = 0
   while (index < lines.length && HEADER_LINE.test(lines[index].trim())) index += 1
-  if (index === 0) return content
-  return lines.slice(index).join('\n')
+  if (index === 0 || index >= lines.length || lines[index].trim() !== '') return content
+  const body = lines.slice(index).join('\n')
+  return body.trim() ? body : content
 }
 
-/** The query's terms worth anchoring on, longest first so the most specific one wins. */
-export function snippetTerms(query: string | undefined): string[] {
+/**
+ * The query's terms worth matching, longest first so the most specific one
+ * wins: quotes and other search syntax around a term are not part of it.
+ */
+export function queryTerms(query: string | undefined): string[] {
   return [
     ...new Set(
       (query ?? '')
         .split(/\s+/)
-        .map((term) => term.trim())
+        .map((term) => term.replace(/^["'“”‘’(]+|["'“”‘’),.;:!?]+$/g, '').trim())
         .filter((term) => term.length >= MIN_TERM_LENGTH)
     ),
   ].sort((a, b) => b.length - a.length)
 }
 
+export interface TermMatch {
+  index: number
+  length: number
+}
+
+/**
+ * Where the query terms occur in the text as whole words, in order and without
+ * overlap. Word edges are judged by the characters around a hit rather than
+ * by `\b`, which knows only ASCII letters, so a term in any script still
+ * matches; a hit glued to another word character on either side is not a
+ * word and is skipped.
+ */
+export function findTermMatches(text: string, terms: readonly string[]): TermMatch[] {
+  if (terms.length === 0) return []
+  const pattern = new RegExp(terms.map(escapeRegExp).join('|'), 'giu')
+  const matches: TermMatch[] = []
+  for (const match of text.matchAll(pattern)) {
+    const before = text[match.index - 1]
+    const after = text[match.index + match[0].length]
+    if (before !== undefined && WORD_CHARACTER.test(before)) continue
+    if (after !== undefined && WORD_CHARACTER.test(after)) continue
+    matches.push({ index: match.index, length: match[0].length })
+  }
+  return matches
+}
+
 /**
  * The passage of a document a search result shows: a window around the first
  * query term found, the way a search page shows why a document matched, and
@@ -48,13 +88,8 @@ export function matchSnippet(content: string, query?: string): string {
   const flat = stripLeadingHeaders(content).replace(/\s+/g, ' ').trim()
   if (flat.length <= SNIPPET_LENGTH) return flat
 
-  let start = 0
-  for (const term of snippetTerms(query)) {
-    const match = new RegExp(`\\b${escapeRegExp(term)}\\b`, 'i').exec(flat)
-    if (!match) continue
-    start = Math.max(0, match.index - LEAD_LENGTH)
-    break
-  }
+  const first = findTermMatches(flat, queryTerms(query))[0]
+  let start = first ? Math.max(0, first.index - LEAD_LENGTH) : 0
   if (start > 0) {
     const boundary = flat.indexOf(' ', start)
     if (boundary !== -1 && boundary - start < LEAD_LENGTH) start = boundary + 1

From 67f068a48bbb46961a45bc08cdab21260c6aeead Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 10:51:13 -0700
Subject: [PATCH 54/76] fix(search): no cached member rows with access off, no
 double enrollment, code-point-safe matching

Surfaces consume member-connector rows only while the feature is on;
the Search page treats an awaited enrollment, including a first
connect, as non-actionable; a refused members-mode sync rolls back only
the member lists; result actions show on pointers without hover; route
error causes go through the redacting describer; the citation template
is valid JSON; term edges and snippet windows respect code points.
---
 .../knowledge-search-results.tsx              | 11 +++++---
 .../components/source-card/source-card.tsx    |  2 +-
 .../search-sources/search-sources.tsx         | 11 +++++---
 .../[workspaceId]/search/search.test.tsx      |  1 +
 .../workspace/[workspaceId]/search/search.tsx | 19 +++++++++++---
 apps/sim/hooks/queries/kb/connectors.ts       |  9 +++++--
 .../tools/server/knowledge/knowledge-base.ts  |  2 +-
 apps/sim/lib/core/utils/with-route-handler.ts | 13 +++++-----
 apps/sim/lib/knowledge/search/snippet.test.ts | 12 +++++++++
 apps/sim/lib/knowledge/search/snippet.ts      | 26 +++++++++++++++++--
 10 files changed, 82 insertions(+), 24 deletions(-)

diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
index 524bc503b3d..a31c3f88377 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
@@ -199,10 +199,13 @@ export function KnowledgeSearchResults({
    * the viewer will see, and the list is not worth asking for.
    */
   const memberAccessAvailable = features?.knowledgeMemberAccess === true
-  const { data: memberConnectors = EMPTY_MEMBER_CONNECTORS } = useWorkspaceMemberConnectors(
-    workspaceId,
-    { enabled: memberAccessAvailable }
-  )
+  const { data: memberConnectorRows } = useWorkspaceMemberConnectors(workspaceId, {
+    enabled: memberAccessAvailable,
+  })
+  /** Rows cached before the feature went off are not this surface's to show. */
+  const memberConnectors = memberAccessAvailable
+    ? (memberConnectorRows ?? EMPTY_MEMBER_CONNECTORS)
+    : EMPTY_MEMBER_CONNECTORS
   const indexing = indexingSourceNames(memberConnectors, knowledgeBaseIds)
   const documents = useMemo(() => groupResultsByDocument(results ?? []), [results])
   const sourceTypes = useMemo(
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
index dbbd2f5c5ca..4ae460ce909 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
@@ -168,7 +168,7 @@ export function SourceCard({ source, query, onSummarize }: SourceCardProps) {
           </p>
         )}
       </div>
-      <div className='flex flex-shrink-0 items-center gap-1 self-start opacity-0 transition-opacity group-focus-within/source:opacity-100 group-hover/source:opacity-100'>
+      <div className='flex flex-shrink-0 items-center gap-1 self-start opacity-0 transition-opacity group-focus-within/source:opacity-100 group-hover/source:opacity-100 [@media(hover:none)]:opacity-100'>
         <CopyLinkAction url={source.url} />
         {onSummarize && (
           <Button variant='ghost' size='sm' onClick={() => onSummarize(source)}>
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
index 7c54d1e4642..cbf8bc679c7 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
@@ -145,10 +145,13 @@ export function SearchSources({ workspaceId }: SearchSourcesProps) {
    * off, a connect is refused, so the chips say so instead of offering one.
    */
   const memberAccessAvailable = features?.knowledgeMemberAccess === true
-  const { data: memberConnectors = EMPTY_MEMBER_CONNECTORS } = useWorkspaceMemberConnectors(
-    workspaceId,
-    { enabled: memberAccessAvailable }
-  )
+  const { data: memberConnectorRows } = useWorkspaceMemberConnectors(workspaceId, {
+    enabled: memberAccessAvailable,
+  })
+  /** Rows cached before the feature went off are not this surface's to show. */
+  const memberConnectors = memberAccessAvailable
+    ? (memberConnectorRows ?? EMPTY_MEMBER_CONNECTORS)
+    : EMPTY_MEMBER_CONNECTORS
   const connectionByType = useMemo(
     () => simSearchConnectionsByType(memberConnectors),
     [memberConnectors]
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx b/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
index e29ad85e5ee..e09b3553a2a 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
@@ -140,6 +140,7 @@ vi.mock('@/hooks/use-member-enrollment', async () => {
       setupConnector: null,
       closeSetup: () => {},
       isAwaiting: () => false,
+      isAwaitingSource: () => false,
       isPending: false,
       error: null,
     }),
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search.tsx b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
index cd90eebf4b8..d80ba355913 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/search.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
@@ -90,7 +90,7 @@ function SourceRow({
       : connector.meta.description
   const description = unavailableReason ?? (personal ? state : NEEDS_KNOWLEDGE_BASE_SETUP)
   const connectable =
-    !unavailable && personal && (!membership || CONNECTABLE_MEMBERSHIPS.has(membership))
+    !unavailable && !waiting && personal && (!membership || CONNECTABLE_MEMBERSHIPS.has(membership))
   return (
     <SettingsResourceRow
       iconVariant='custom'
@@ -141,8 +141,14 @@ export function Search() {
    */
   const setSearchTerm = useDebouncedSearchSetter(setSearchTermParam)
 
-  const { data: memberConnectors = EMPTY_MEMBER_CONNECTORS, isPending: connectionsPending } =
-    useWorkspaceMemberConnectors(workspaceId, { enabled: memberAccessAvailable })
+  const { data: memberConnectorRows, isPending: connectionsPending } = useWorkspaceMemberConnectors(
+    workspaceId,
+    { enabled: memberAccessAvailable }
+  )
+  /** Rows cached before the feature went off are not this surface's to show. */
+  const memberConnectors = memberAccessAvailable
+    ? (memberConnectorRows ?? EMPTY_MEMBER_CONNECTORS)
+    : EMPTY_MEMBER_CONNECTORS
   useScrollRestoration(scrollContainerRef, {
     ready: !memberAccessAvailable || !connectionsPending,
   })
@@ -179,6 +185,7 @@ export function Search() {
     setupConnector,
     closeSetup,
     isAwaiting,
+    isAwaitingSource,
     isPending,
     error,
   } = useMemberEnrollment({
@@ -237,7 +244,11 @@ export function Search() {
                         integrationAvailability,
                         memberAccessAvailable
                       )}
-                      waiting={connection ? isAwaiting(connection.connectorId) : false}
+                      waiting={
+                        connection
+                          ? isAwaiting(connection.connectorId)
+                          : isAwaitingSource(connector.type)
+                      }
                       isPending={isPending}
                       onConnect={() => connectSearchSource(workspaceId, connector, connection)}
                     />
diff --git a/apps/sim/hooks/queries/kb/connectors.ts b/apps/sim/hooks/queries/kb/connectors.ts
index df57ceb9a3a..85114807420 100644
--- a/apps/sim/hooks/queries/kb/connectors.ts
+++ b/apps/sim/hooks/queries/kb/connectors.ts
@@ -524,10 +524,15 @@ export function useTriggerSync() {
       if (previous) {
         setCachedConnectorStatus(queryClient, knowledgeBaseId, connectorId, previous)
       }
-      queryClient.invalidateQueries({ queryKey: connectorKeys.all(knowledgeBaseId) })
-      /** The member-connector list took the same optimistic `pending`; a refetch is its rollback. */
+      /**
+       * The member-connector list took the same optimistic `pending`; a refetch
+       * is its rollback, and the connector list's own status was restored above,
+       * so it is not refetched over concurrent optimistic patches.
+       */
       if (previous && 'memberSyncStatus' in previous) {
         queryClient.invalidateQueries({ queryKey: memberConnectorKeys.lists() })
+      } else {
+        queryClient.invalidateQueries({ queryKey: connectorKeys.all(knowledgeBaseId) })
       }
     },
     /**
diff --git a/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.ts b/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.ts
index da47785283e..db952b6a830 100644
--- a/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.ts
+++ b/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.ts
@@ -66,7 +66,7 @@ const DEFAULT_QUERY_TOP_K = 5
  * a source URL is quoted by name instead.
  */
 const KNOWLEDGE_CITATION_INSTRUCTION =
-  'Cite each result you use inline, right after the sentence it supports, as <source>{"url":<sourceUrl>,"title":<documentName>,"siteName":<knowledgeBaseName>,"connectorType":<connectorType>,"snippet":<the sentence or two of content you relied on>,"updatedAt":<sourceModifiedAt>,"author":<author>}</source>; leave out any optional field whose value is null or unknown, and omit the tag for a result whose sourceUrl is null and name the document instead.'
+  'Cite each result you use inline, right after the sentence it supports, as <source>{"url":"<sourceUrl>","title":"<documentName>","siteName":"<knowledgeBaseName>","connectorType":"<connectorType>","snippet":"<the sentence or two of content you relied on>","updatedAt":"<sourceModifiedAt>","author":"<author>"}</source> with every value JSON-escaped; leave out any optional field whose value is null or unknown, and omit the tag for a result whose sourceUrl is null and name the document instead.'
 
 /**
  * Resolves an environment-variable reference passed as a connector API key.
diff --git a/apps/sim/lib/core/utils/with-route-handler.ts b/apps/sim/lib/core/utils/with-route-handler.ts
index 70f173986f2..53726643d6d 100644
--- a/apps/sim/lib/core/utils/with-route-handler.ts
+++ b/apps/sim/lib/core/utils/with-route-handler.ts
@@ -1,5 +1,5 @@
 import { createLogger, runWithRequestContext } from '@sim/logger'
-import { getErrorMessage, getPostgresErrorCode } from '@sim/utils/errors'
+import { describeError, getErrorMessage } from '@sim/utils/errors'
 import type { NextRequest } from 'next/server'
 import { NextResponse } from 'next/server'
 import { getRateLimitHeaders } from '@/lib/api/server/rate-limit-context'
@@ -90,14 +90,15 @@ function traceIdFromTraceparent(header: string | null | undefined): string | und
 /**
  * What a wrapped error hides: a query failure from the database client carries
  * the driver's reason and the Postgres code on its cause, and only the outer
- * message names the query.
+ * message names the query. The shared describer reads the deepest cause and
+ * strips bound parameter values, so user data never reaches the log.
  */
 function errorDetail(error: unknown): { cause?: string; code?: string } {
-  const cause = error instanceof Error && error.cause !== undefined ? error.cause : undefined
-  const code = getPostgresErrorCode(error)
+  if (!(error instanceof Error) || error.cause === undefined) return {}
+  const described = describeError(error)
   return {
-    ...(cause !== undefined ? { cause: getErrorMessage(cause) } : {}),
-    ...(code ? { code } : {}),
+    cause: `${described.name}: ${described.message}`,
+    ...(described.code ? { code: described.code } : {}),
   }
 }
 
diff --git a/apps/sim/lib/knowledge/search/snippet.test.ts b/apps/sim/lib/knowledge/search/snippet.test.ts
index 86e91434954..d468691e314 100644
--- a/apps/sim/lib/knowledge/search/snippet.test.ts
+++ b/apps/sim/lib/knowledge/search/snippet.test.ts
@@ -60,6 +60,10 @@ describe('findTermMatches', () => {
     expect(findTermMatches('東京の天気', ['天気'])).toEqual([{ index: 3, length: 2 }])
   })
 
+  it('reads whole characters beside a hit, not code units', () => {
+    expect(findTermMatches('𝔘nicode volvo𝔘 volvo', ['volvo'])).toEqual([{ index: 17, length: 5 }])
+  })
+
   it('skips a hit glued to another word character', () => {
     expect(findTermMatches('subvolvo volvo_x volvo', ['volvo'])).toEqual([{ index: 17, length: 5 }])
   })
@@ -85,6 +89,14 @@ describe('matchSnippet', () => {
     expect(matchSnippet(german, 'Zürich')).toContain('nach Zürich')
   })
 
+  it('never splits a surrogate pair at a window edge', () => {
+    const emoji = `${'🙂'.repeat(200)} volvo ${'🙂'.repeat(200)}`
+    const loneSurrogate = /[\uD800-\uDBFF](?![\uDC00-\uDFFF])|(?<![\uD800-\uDBFF])[\uDC00-\uDFFF]/
+    for (const snippet of [matchSnippet(emoji, 'volvo'), matchSnippet(emoji, 'none')]) {
+      expect(loneSurrogate.test(snippet)).toBe(false)
+    }
+  })
+
   it('falls back to the opening when no term appears in the chunk', () => {
     const snippet = matchSnippet(EMAIL, 'unrelated')
     expect(snippet.startsWith('Thanks for your patience.')).toBe(true)
diff --git a/apps/sim/lib/knowledge/search/snippet.ts b/apps/sim/lib/knowledge/search/snippet.ts
index fd76cef37f7..b1201b30bc0 100644
--- a/apps/sim/lib/knowledge/search/snippet.ts
+++ b/apps/sim/lib/knowledge/search/snippet.ts
@@ -68,8 +68,8 @@ export function findTermMatches(text: string, terms: readonly string[]): TermMat
   const pattern = new RegExp(terms.map(escapeRegExp).join('|'), 'giu')
   const matches: TermMatch[] = []
   for (const match of text.matchAll(pattern)) {
-    const before = text[match.index - 1]
-    const after = text[match.index + match[0].length]
+    const before = codePointBefore(text, match.index)
+    const after = codePointAt(text, match.index + match[0].length)
     if (before !== undefined && WORD_CHARACTER.test(before)) continue
     if (after !== undefined && WORD_CHARACTER.test(after)) continue
     matches.push({ index: match.index, length: match[0].length })
@@ -77,6 +77,26 @@ export function findTermMatches(text: string, terms: readonly string[]): TermMat
   return matches
 }
 
+/** The whole character starting at a code-unit index, or undefined past the end. */
+function codePointAt(text: string, index: number): string | undefined {
+  const code = text.codePointAt(index)
+  return code === undefined ? undefined : String.fromCodePoint(code)
+}
+
+/** The whole character ending just before a code-unit index, or undefined at the start. */
+function codePointBefore(text: string, index: number): string | undefined {
+  if (index <= 0) return undefined
+  const unit = text.charCodeAt(index - 1)
+  const start = unit >= 0xdc00 && unit <= 0xdfff && index >= 2 ? index - 2 : index - 1
+  return codePointAt(text, start)
+}
+
+/** An index moved off the middle of a surrogate pair, so a slice never splits a character. */
+function alignToCodePoint(text: string, index: number): number {
+  const unit = text.charCodeAt(index)
+  return unit >= 0xdc00 && unit <= 0xdfff ? index - 1 : index
+}
+
 /**
  * The passage of a document a search result shows: a window around the first
  * query term found, the way a search page shows why a document matched, and
@@ -94,11 +114,13 @@ export function matchSnippet(content: string, query?: string): string {
     const boundary = flat.indexOf(' ', start)
     if (boundary !== -1 && boundary - start < LEAD_LENGTH) start = boundary + 1
   }
+  start = alignToCodePoint(flat, start)
   if (flat.length - start <= SNIPPET_LENGTH) {
     return `${start > 0 ? '…' : ''}${flat.slice(start)}`
   }
   let end = start + SNIPPET_LENGTH
   const lastSpace = flat.lastIndexOf(' ', end)
   if (lastSpace > start + SNIPPET_LENGTH / 2) end = lastSpace
+  end = alignToCodePoint(flat, end)
   return `${start > 0 ? '…' : ''}${flat.slice(start, end).trimEnd()}…`
 }

From e15d551741fbc28eb356d133d4fa2a362b2266aa Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 11:00:41 -0700
Subject: [PATCH 55/76] fix(knowledge): create a Sim Search source without
 holding a transaction across the nested use cases

The first connect held an advisory-lock transaction while the nested
base and connector use cases queried the pool, which the transaction
tripwire now refuses, so every first connect of a new source failed.
Concurrent first connects are coalesced per workspace base and per
source within the process and re-check before creating instead.
---
 .../knowledge/application/sim-search.test.ts  |  7 +-
 .../lib/knowledge/application/sim-search.ts   | 89 ++++++++++---------
 2 files changed, 49 insertions(+), 47 deletions(-)

diff --git a/apps/sim/lib/knowledge/application/sim-search.test.ts b/apps/sim/lib/knowledge/application/sim-search.test.ts
index e6add769674..e1d9e7450a4 100644
--- a/apps/sim/lib/knowledge/application/sim-search.test.ts
+++ b/apps/sim/lib/knowledge/application/sim-search.test.ts
@@ -110,7 +110,7 @@ const workspaceContext = {
 const principal = { kind: 'session' as const, userId: 'user-1', sessionId: 'session-1' }
 const existingConnector = { knowledgeBaseId: 'kb-search', connectorId: 'connector-drive' }
 
-/** The first lookup runs outside the setup lock and the second inside it. */
+/** The first lookup runs before the coalesced creation and the second inside it. */
 function queueConnectorLookups(...results: Array<typeof existingConnector | null>) {
   for (const result of results) {
     queueTableRows(knowledgeConnector, result ? [result] : [])
@@ -216,7 +216,7 @@ describe('connectSimSearchConnector', () => {
         }),
       })
     )
-    expect(dbChainMockFns.transaction).toHaveBeenCalledTimes(1)
+    expect(dbChainMockFns.transaction).not.toHaveBeenCalled()
     expect(result).toEqual({
       knowledgeBaseId: 'kb-new',
       connectorId: 'connector-new',
@@ -240,9 +240,10 @@ describe('connectSimSearchConnector', () => {
     expect(mocks.createKnowledgeBase).not.toHaveBeenCalled()
   })
 
-  it('reuses the connector another first connect created while it waited for the lock', async () => {
+  it('reuses the connector another first connect created while it waited', async () => {
     mocks.resolvePermission.mockResolvedValue('admin')
     queueConnectorLookups(null, existingConnector)
+    queueTableRows(knowledgeBase, [{ id: existingConnector.knowledgeBaseId }])
 
     const result = await connectSimSearchConnector.execute({
       principal,
diff --git a/apps/sim/lib/knowledge/application/sim-search.ts b/apps/sim/lib/knowledge/application/sim-search.ts
index 628467812fd..eea2f3dc116 100644
--- a/apps/sim/lib/knowledge/application/sim-search.ts
+++ b/apps/sim/lib/knowledge/application/sim-search.ts
@@ -1,13 +1,13 @@
 import { resolvePrincipalSubjectUserId } from '@sim/auth/principal'
 import { db } from '@sim/db'
 import { knowledgeBase, knowledgeConnector } from '@sim/db/schema'
-import { and, asc, eq, isNull, sql } from 'drizzle-orm'
+import { and, asc, eq, isNull } from 'drizzle-orm'
+import { coalesceLocally } from '@/lib/concurrency/singleflight'
 import {
   InsufficientWorkspacePermissionsError,
   requireCurrentHumanRole,
 } from '@/lib/core/application/workspace-authorization'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
-import type { DbOrTx } from '@/lib/db/types'
 import { requireKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
 import { defineAuthorizedKnowledgeUseCase } from '@/lib/knowledge/application/authorized-knowledge-use-case'
 import { startKnowledgeConnectorMemberEnrollment } from '@/lib/knowledge/application/connector-access'
@@ -29,8 +29,6 @@ const SIM_SEARCH_KNOWLEDGE_BASE_DESCRIPTION =
   'What each person can open in the sources they connected, searched as them.'
 /** Between runs the change feeds keep deletions and unshares fresh; the hourly run fills the rest. */
 const SIM_SEARCH_SYNC_INTERVAL_MINUTES = 60
-/** How long a first connect waits for another first connect of the same workspace to finish. */
-const SIM_SEARCH_SETUP_LOCK_TIMEOUT_MS = 10_000
 
 export interface ConnectSimSearchConnectorInput {
   workspaceId: string
@@ -47,12 +45,8 @@ export interface ConnectSimSearchConnectorResult {
   url: string
 }
 
-async function findSimSearchConnector(
-  executor: DbOrTx,
-  workspaceId: string,
-  connectorType: string
-) {
-  const [row] = await executor
+async function findSimSearchConnector(workspaceId: string, connectorType: string) {
+  const [row] = await db
     .select({ knowledgeBaseId: knowledgeBase.id, connectorId: knowledgeConnector.id })
     .from(knowledgeConnector)
     .innerJoin(knowledgeBase, eq(knowledgeBase.id, knowledgeConnector.knowledgeBaseId))
@@ -72,8 +66,8 @@ async function findSimSearchConnector(
   return row ?? null
 }
 
-async function findSimSearchKnowledgeBase(executor: DbOrTx, workspaceId: string) {
-  const [row] = await executor
+async function findSimSearchKnowledgeBase(workspaceId: string) {
+  const [row] = await db
     .select({ id: knowledgeBase.id })
     .from(knowledgeBase)
     .where(
@@ -118,11 +112,11 @@ async function requireSimSearchSetupAdmin(
  * fields when it has any; every connect after that only enrolls. The OAuth
  * completion queues the member run, so indexing starts on its own.
  *
- * The creating branch runs under a per-workspace advisory lock and re-checks
- * for the connector once it holds it: nothing in the schema keeps two
- * concurrent first connects from each creating a Sim Search base and a
- * connector of the same source, and the second would index the same
- * accounts twice.
+ * The creating branch shares one creation per workspace base and per source
+ * within the process and re-checks before creating: nothing in the schema
+ * keeps two concurrent first connects from each creating a Sim Search base
+ * and a connector of the same source. The nested use cases query the pool,
+ * so this cannot hold a transaction across them.
  */
 export const connectSimSearchConnector = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.simSearchConnect,
@@ -137,7 +131,7 @@ export const connectSimSearchConnector = defineAuthorizedKnowledgeUseCase({
       )
     }
     const workspaceId = context.workspaceId
-    let target = await findSimSearchConnector(db, workspaceId, input.connectorType)
+    let target = await findSimSearchConnector(workspaceId, input.connectorType)
     if (!target) {
       const userId = resolvePrincipalSubjectUserId(principal)
       if (!userId) throw new OrchestrationError('forbidden', 'Sign in to connect your account')
@@ -157,17 +151,17 @@ export const connectSimSearchConnector = defineAuthorizedKnowledgeUseCase({
         requireKnowledgeMemberAccessAvailable({ workspaceId }),
         requireSimSearchSetupAdmin(userId, context, meta.name),
       ])
-      target = await db.transaction(async (tx) => {
-        await tx.execute(
-          sql`select set_config('lock_timeout', ${`${SIM_SEARCH_SETUP_LOCK_TIMEOUT_MS}ms`}, true)`
-        )
-        await tx.execute(
-          sql`select pg_advisory_xact_lock(hashtextextended(${`sim-search:connect:${workspaceId}`}, 0))`
-        )
-        const existing = await findSimSearchConnector(tx, workspaceId, input.connectorType)
-        if (existing) return existing
-        const knowledgeBaseId =
-          (await findSimSearchKnowledgeBase(tx, workspaceId))?.id ??
+      /**
+       * Concurrent first connects in this process share one creation per
+       * workspace base and per source, and each re-checks before creating.
+       * Two instances can still race in the same instant; both then converge
+       * on the oldest row, which every lookup here orders by, and the stray
+       * one is inert.
+       */
+      const knowledgeBaseId = await coalesceLocally(
+        `sim-search:base:${workspaceId}`,
+        async () =>
+          (await findSimSearchKnowledgeBase(workspaceId))?.id ??
           (
             await createKnowledgeBase.execute({
               principal,
@@ -180,21 +174,28 @@ export const connectSimSearchConnector = defineAuthorizedKnowledgeUseCase({
               request,
             })
           ).knowledgeBase.id
-        const created = await createKnowledgeConnector.execute({
-          principal,
-          input: {
-            knowledgeBaseId,
-            assertedWorkspaceId: workspaceId,
-            connectorType: input.connectorType,
-            sourceConfig,
-            syncIntervalMinutes: SIM_SEARCH_SYNC_INTERVAL_MINUTES,
-            accessMode: 'members',
-            source: 'ui',
-          },
-          request,
-        })
-        return { knowledgeBaseId, connectorId: created.connector.id }
-      })
+      )
+      target = await coalesceLocally(
+        `sim-search:connect:${workspaceId}:${input.connectorType}`,
+        async () => {
+          const existing = await findSimSearchConnector(workspaceId, input.connectorType)
+          if (existing) return existing
+          const created = await createKnowledgeConnector.execute({
+            principal,
+            input: {
+              knowledgeBaseId,
+              assertedWorkspaceId: workspaceId,
+              connectorType: input.connectorType,
+              sourceConfig,
+              syncIntervalMinutes: SIM_SEARCH_SYNC_INTERVAL_MINUTES,
+              accessMode: 'members',
+              source: 'ui',
+            },
+            request,
+          })
+          return { knowledgeBaseId, connectorId: created.connector.id }
+        }
+      )
     }
     const { url } = await startKnowledgeConnectorMemberEnrollment.execute({
       principal,

From fe856cbb72acd6c679a17809b3d45234dd55aaef Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 11:12:33 -0700
Subject: [PATCH 56/76] fix(search): admin-gated first connect on the surfaces,
 live indexing state, honest filters and loading

Route errors redact bound values from the outer message too; a source
nobody connected is offered only to an admin and others see why; a first
connect refreshes the base's connector list; member connectors poll
while a source is indexing for the viewer; a filter from a shared link
applies even when the controls would not appear; results kept from the
previous query show as loading.
---
 .../knowledge-search-results.tsx                | 13 +++++++++----
 .../search-sources/search-sources.tsx           |  6 +++++-
 .../[workspaceId]/search/search.test.tsx        | 13 +++++++++----
 .../workspace/[workspaceId]/search/search.tsx   | 10 +++++++++-
 apps/sim/hooks/queries/kb/connectors.ts         | 14 ++++++++++++++
 apps/sim/lib/core/utils/with-route-handler.ts   |  5 +++--
 apps/sim/lib/sim-search/connectors.ts           | 17 +++++++++++++++--
 packages/utils/src/errors.ts                    |  2 +-
 8 files changed, 65 insertions(+), 15 deletions(-)

diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
index a31c3f88377..865c1ba46b6 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
@@ -190,6 +190,7 @@ export function KnowledgeSearchResults({
     data: results,
     isPending,
     isFetching,
+    isPlaceholderData,
     error,
   } = useWorkspaceKnowledgeSearch(workspaceId, knowledgeBaseIds, query)
   const { features } = useWorkspaceHostContext()
@@ -213,9 +214,12 @@ export function KnowledgeSearchResults({
     [documents]
   )
   const [filters, setFilters] = useQueryStates(searchFilterParsers, resourceUrlKeys)
-  const showFilters = documents.length >= FILTERS_MIN_RESULTS && sourceTypes.length > 1
+  const filtersActive = filters.source !== null || filters.updated !== 'any'
+  /** The controls appear once the list is long and mixed, and stay while a filter from the link is active. */
+  const showFilters =
+    filtersActive || (documents.length >= FILTERS_MIN_RESULTS && sourceTypes.length > 1)
   const visible = useMemo(() => {
-    if (!showFilters) return documents
+    if (!filtersActive) return documents
     const window = UPDATED_WINDOWS.find((entry) => entry.id === filters.updated)
     const cutoff = window?.days ? Date.now() - window.days * DAY_MS : null
     return documents.filter((result) => {
@@ -226,7 +230,7 @@ export function KnowledgeSearchResults({
       }
       return true
     })
-  }, [documents, showFilters, filters.source, filters.updated])
+  }, [documents, filtersActive, filters.source, filters.updated])
 
   const failure = basesError ?? error
   if (failure) {
@@ -239,7 +243,8 @@ export function KnowledgeSearchResults({
       </p>
     )
   }
-  if (isPending || (isFetching && !results)) {
+  /** Kept results belong to the previous query; a new query shows its own state. */
+  if (isPending || isPlaceholderData || (isFetching && !results)) {
     return <p className='px-2 py-2 text-[var(--text-muted)] text-caption'>Searching…</p>
   }
 
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
index cbf8bc679c7..9bf5db007a8 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/search-sources/search-sources.tsx
@@ -18,6 +18,7 @@ import {
   useWorkspaceMemberConnectors,
   type WorkspaceMemberConnector,
 } from '@/hooks/queries/kb/connectors'
+import { useWorkspacePermissionsQuery } from '@/hooks/queries/workspace'
 import { CONNECTABLE_MEMBERSHIPS, useMemberEnrollment } from '@/hooks/use-member-enrollment'
 import { usePermissionConfig } from '@/hooks/use-permission-config'
 
@@ -145,6 +146,9 @@ export function SearchSources({ workspaceId }: SearchSourcesProps) {
    * off, a connect is refused, so the chips say so instead of offering one.
    */
   const memberAccessAvailable = features?.knowledgeMemberAccess === true
+  const { data: workspacePermissions } = useWorkspacePermissionsQuery(workspaceId)
+  /** The first connect of a source turns it on for the workspace, which takes an admin. */
+  const canCreate = workspacePermissions?.viewer?.isAdmin ?? false
   const { data: memberConnectorRows } = useWorkspaceMemberConnectors(workspaceId, {
     enabled: memberAccessAvailable,
   })
@@ -198,7 +202,7 @@ export function SearchSources({ workspaceId }: SearchSourcesProps) {
               unavailableReason={searchConnectorUnavailableReason(
                 connector,
                 integrationAvailability,
-                memberAccessAvailable
+                { memberAccessAvailable, hasConnection: connection !== undefined, canCreate }
               )}
               waiting={
                 connection ? isAwaiting(connection.connectorId) : isAwaitingSource(connector.type)
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx b/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
index e09b3553a2a..b76e3ea6395 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/search.test.tsx
@@ -23,6 +23,9 @@ vi.mock('nuqs', () => ({
 vi.mock('@/hooks/use-debounced-search-setter', () => ({
   useDebouncedSearchSetter: (write: (value: string) => void) => write,
 }))
+vi.mock('@/hooks/queries/workspace', () => ({
+  useWorkspacePermissionsQuery: () => ({ data: { viewer: { isAdmin: true } } }),
+}))
 vi.mock('@/hooks/use-permission-config', () => ({
   usePermissionConfig: () => ({
     integrationAvailability: new Map([
@@ -77,13 +80,15 @@ vi.mock('@/lib/sim-search/connectors', () => {
     searchConnectorUnavailableReason: (
       candidate: { blockType: string; meta: { name: string } },
       availability: ReadonlyMap<string, { oauthAvailable: boolean }>,
-      memberAccessAvailable: boolean
+      context: { memberAccessAvailable: boolean; hasConnection: boolean; canCreate: boolean }
     ) =>
       !isSearchConnectorAvailable(candidate, availability)
         ? `${candidate.meta.name} is unavailable in this deployment`
-        : memberAccessAvailable
-          ? null
-          : 'Per-member access is not available in this workspace',
+        : !context.memberAccessAvailable
+          ? 'Per-member access is not available in this workspace'
+          : !context.hasConnection && !context.canCreate
+            ? `Ask a workspace admin to connect ${candidate.meta.name} first`
+            : null,
     SEARCH_CONNECTORS: [
       connector('google_drive', 'Google Drive', 'Sync Drive files', true),
       connector('confluence', 'Confluence', 'Sync Confluence pages', false),
diff --git a/apps/sim/app/workspace/[workspaceId]/search/search.tsx b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
index d80ba355913..2d99116f189 100644
--- a/apps/sim/app/workspace/[workspaceId]/search/search.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/search/search.tsx
@@ -31,6 +31,7 @@ import {
   useWorkspaceMemberConnectors,
   type WorkspaceMemberConnector,
 } from '@/hooks/queries/kb/connectors'
+import { useWorkspacePermissionsQuery } from '@/hooks/queries/workspace'
 import { useDebouncedSearchSetter } from '@/hooks/use-debounced-search-setter'
 import {
   CONNECTABLE_MEMBERSHIPS,
@@ -129,6 +130,9 @@ export function Search() {
    * one and the memberships are not fetched.
    */
   const memberAccessAvailable = features?.knowledgeMemberAccess === true
+  const { data: workspacePermissions } = useWorkspacePermissionsQuery(workspaceId)
+  /** The first connect of a source turns it on for the workspace, which takes an admin. */
+  const canCreate = workspacePermissions?.viewer?.isAdmin ?? false
 
   const [searchTerm, setSearchTermParam] = useQueryState(connectorSearchParam.key, {
     ...connectorSearchParam.parser,
@@ -242,7 +246,11 @@ export function Search() {
                       unavailableReason={searchConnectorUnavailableReason(
                         connector,
                         integrationAvailability,
-                        memberAccessAvailable
+                        {
+                          memberAccessAvailable,
+                          hasConnection: connection !== undefined,
+                          canCreate,
+                        }
                       )}
                       waiting={
                         connection
diff --git a/apps/sim/hooks/queries/kb/connectors.ts b/apps/sim/hooks/queries/kb/connectors.ts
index 85114807420..2a8611c21ce 100644
--- a/apps/sim/hooks/queries/kb/connectors.ts
+++ b/apps/sim/hooks/queries/kb/connectors.ts
@@ -372,6 +372,8 @@ export const memberConnectorKeys = {
 }
 
 export const WORKSPACE_MEMBER_CONNECTORS_STALE_TIME = 30 * 1000
+/** While a connected source is still indexing for the viewer, its state is worth asking for again. */
+const WORKSPACE_MEMBER_CONNECTORS_INDEXING_POLL_MS = 5 * 1000
 
 async function fetchWorkspaceMemberConnectors(
   workspaceId: string,
@@ -394,6 +396,14 @@ export function useWorkspaceMemberConnectors(
     queryFn: ({ signal }) => fetchWorkspaceMemberConnectors(workspaceId as string, signal),
     enabled: Boolean(workspaceId) && (options?.enabled ?? true),
     staleTime: WORKSPACE_MEMBER_CONNECTORS_STALE_TIME,
+    refetchInterval: (query) =>
+      query.state.data?.some(
+        (connector) =>
+          connector.viewerMembership === 'connected' &&
+          (connector.memberSyncStatus === 'pending' || connector.memberSyncStatus === 'running')
+      )
+        ? WORKSPACE_MEMBER_CONNECTORS_INDEXING_POLL_MS
+        : false,
     placeholderData: keepPreviousData,
   })
 }
@@ -703,6 +713,10 @@ export function useConnectSimSearchConnector() {
   const queryClient = useQueryClient()
   return useMutation({
     mutationFn: connectSimSearchConnector,
+    onSuccess: (data) => {
+      /** A first connect added a connector to the base; its own list is open on the settings page. */
+      queryClient.invalidateQueries({ queryKey: connectorKeys.all(data.knowledgeBaseId) })
+    },
     onSettled: () => {
       queryClient.invalidateQueries({ queryKey: memberConnectorKeys.lists() })
       queryClient.invalidateQueries({ queryKey: knowledgeKeys.lists() })
diff --git a/apps/sim/lib/core/utils/with-route-handler.ts b/apps/sim/lib/core/utils/with-route-handler.ts
index 53726643d6d..d22c3571063 100644
--- a/apps/sim/lib/core/utils/with-route-handler.ts
+++ b/apps/sim/lib/core/utils/with-route-handler.ts
@@ -1,5 +1,5 @@
 import { createLogger, runWithRequestContext } from '@sim/logger'
-import { describeError, getErrorMessage } from '@sim/utils/errors'
+import { describeError, getErrorMessage, redactBoundParameters } from '@sim/utils/errors'
 import type { NextRequest } from 'next/server'
 import { NextResponse } from 'next/server'
 import { getRateLimitHeaders } from '@/lib/api/server/rate-limit-context'
@@ -133,7 +133,8 @@ export function withRouteHandler<T>(
         response = await withPermissionGroupScope(() => handler(request, context))
       } catch (error) {
         const duration = Date.now() - startTime
-        const message = getErrorMessage(error, 'Unknown error')
+        /** A query failure names its bound values in the message; they are user data. */
+        const message = redactBoundParameters(getErrorMessage(error, 'Unknown error'))
         const detail = errorDetail(error)
         if (request.signal.aborted) {
           logger.info('Client closed request', { duration, status: 499 })
diff --git a/apps/sim/lib/sim-search/connectors.ts b/apps/sim/lib/sim-search/connectors.ts
index 9842a4d0e53..00ce73c85ff 100644
--- a/apps/sim/lib/sim-search/connectors.ts
+++ b/apps/sim/lib/sim-search/connectors.ts
@@ -113,16 +113,29 @@ export function connectorDisplayName(connectorType: string): string {
   return CONNECTOR_META_REGISTRY[connectorType]?.name ?? connectorType
 }
 
+export interface SearchConnectorAvailabilityContext {
+  /** Whether per-member access is on for the workspace. */
+  memberAccessAvailable: boolean
+  /** Whether someone already connected this source in the workspace. */
+  hasConnection: boolean
+  /** Whether the viewer may turn a source on for the workspace; the first connect needs an admin. */
+  canCreate: boolean
+}
+
 /** Why a source cannot be connected on this surface right now; null when it can. */
 export function searchConnectorUnavailableReason(
   connector: SearchConnector,
   integrationAvailability: ReadonlyMap<string, { oauthAvailable: boolean }>,
-  memberAccessAvailable: boolean
+  context: SearchConnectorAvailabilityContext
 ): string | null {
   if (!isSearchConnectorAvailable(connector, integrationAvailability)) {
     return `${connector.meta.name} is unavailable in this deployment`
   }
-  return memberAccessAvailable ? null : 'Per-member access is not available in this workspace'
+  if (!context.memberAccessAvailable) return 'Per-member access is not available in this workspace'
+  if (!context.hasConnection && !context.canCreate) {
+    return `Ask a workspace admin to connect ${connector.meta.name} first`
+  }
+  return null
 }
 
 /**
diff --git a/packages/utils/src/errors.ts b/packages/utils/src/errors.ts
index 7261f5e51cc..51539f81ea4 100644
--- a/packages/utils/src/errors.ts
+++ b/packages/utils/src/errors.ts
@@ -100,7 +100,7 @@ export function describeError(error: unknown): DescribedError {
 }
 
 /** Replaces a driver-appended `params: <values>` tail with a redaction marker. */
-function redactBoundParameters(message: string): string {
+export function redactBoundParameters(message: string): string {
   const index = message.indexOf('\nparams:')
   return index === -1 ? message : `${message.slice(0, index)}\nparams: [redacted]`
 }

From bf3ac25c63d3e42ac1e691e47a698e8c7ec77877 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 11:41:25 -0700
Subject: [PATCH 57/76] improvement(routes): log the deepest cause's stack
 outside production

---
 apps/sim/lib/core/utils/with-route-handler.ts | 12 ++++++++++--
 1 file changed, 10 insertions(+), 2 deletions(-)

diff --git a/apps/sim/lib/core/utils/with-route-handler.ts b/apps/sim/lib/core/utils/with-route-handler.ts
index d22c3571063..eb6c91d1c96 100644
--- a/apps/sim/lib/core/utils/with-route-handler.ts
+++ b/apps/sim/lib/core/utils/with-route-handler.ts
@@ -1,5 +1,5 @@
 import { createLogger, runWithRequestContext } from '@sim/logger'
-import { describeError, getErrorMessage, redactBoundParameters } from '@sim/utils/errors'
+import { describeError, findCause, getErrorMessage, redactBoundParameters } from '@sim/utils/errors'
 import type { NextRequest } from 'next/server'
 import { NextResponse } from 'next/server'
 import { getRateLimitHeaders } from '@/lib/api/server/rate-limit-context'
@@ -93,12 +93,20 @@ function traceIdFromTraceparent(header: string | null | undefined): string | und
  * message names the query. The shared describer reads the deepest cause and
  * strips bound parameter values, so user data never reaches the log.
  */
-function errorDetail(error: unknown): { cause?: string; code?: string } {
+function errorDetail(error: unknown): { cause?: string; code?: string; causeStack?: string } {
   if (!(error instanceof Error) || error.cause === undefined) return {}
   const described = describeError(error)
+  /** Outside production the deepest cause's stack says where a wrapped failure was raised. */
+  const deepest = findCause(
+    error,
+    (candidate): candidate is Error => candidate instanceof Error && candidate.cause === undefined
+  )
   return {
     cause: `${described.name}: ${described.message}`,
     ...(described.code ? { code: described.code } : {}),
+    ...(process.env.NODE_ENV !== 'production' && deepest?.stack
+      ? { causeStack: redactBoundParameters(deepest.stack) }
+      : {}),
   }
 }
 

From b52097132505220b690f1e30efe8965a2f787f3d Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 11:41:26 -0700
Subject: [PATCH 58/76] feat(home): add Ask mode, an agent turn grounded in the
 searched sources

---
 .../knowledge-search-results.tsx              | 12 +----
 .../suggested-actions.test.tsx                | 10 ++++
 .../suggested-actions/suggested-actions.tsx   |  3 +-
 .../mode-switcher/mode-switcher.test.tsx      |  7 +--
 .../mode-switcher/mode-switcher.tsx           |  5 +-
 .../app/workspace/[workspaceId]/home/home.tsx | 41 +++++++++++---
 apps/sim/lib/posthog/events.ts                |  2 +-
 .../lib/sim-search/knowledge-bases.test.ts    | 53 +++++++++++++++++++
 apps/sim/lib/sim-search/knowledge-bases.ts    | 38 +++++++++++++
 apps/sim/stores/mothership-mode/store.ts      |  8 +--
 10 files changed, 151 insertions(+), 28 deletions(-)
 create mode 100644 apps/sim/lib/sim-search/knowledge-bases.test.ts
 create mode 100644 apps/sim/lib/sim-search/knowledge-bases.ts

diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
index 865c1ba46b6..966fca17ff9 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
@@ -8,6 +8,7 @@ import { useQueryStates } from 'nuqs'
 import type { WorkspaceKnowledgeSearchResult } from '@/lib/api/contracts/knowledge'
 import { matchSnippet } from '@/lib/knowledge/search/snippet'
 import { connectorDisplayName } from '@/lib/sim-search/connectors'
+import { searchedKnowledgeBases } from '@/lib/sim-search/knowledge-bases'
 import {
   highlightTerms,
   SOURCE_ROW_CLASSES,
@@ -33,8 +34,6 @@ import { useKnowledgeBasesQuery, useWorkspaceKnowledgeSearch } from '@/hooks/que
 
 const EMPTY_MEMBER_CONNECTORS: WorkspaceMemberConnector[] = []
 
-/** A search spans at most this many knowledge bases. */
-const MAX_SEARCHED_KNOWLEDGE_BASES = 20
 /** Filters appear only once a list is long and mixed enough for them to help. */
 const FILTERS_MIN_RESULTS = 10
 const DAY_MS = 24 * 60 * 60 * 1000
@@ -178,14 +177,7 @@ export function KnowledgeSearchResults({
     isPending: basesPending,
     error: basesError,
   } = useKnowledgeBasesQuery(workspaceId)
-  /**
-   * The list also carries the viewer's legacy personal bases, which have no
-   * workspace; a search names one workspace and refuses a base outside it.
-   */
-  const knowledgeBaseIds = knowledgeBases
-    .filter((kb) => kb.workspaceId === workspaceId)
-    .slice(0, MAX_SEARCHED_KNOWLEDGE_BASES)
-    .map((kb) => kb.id)
+  const knowledgeBaseIds = searchedKnowledgeBases(knowledgeBases, workspaceId).map((kb) => kb.id)
   const {
     data: results,
     isPending,
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
index b0674f4774b..de6914153ac 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
@@ -128,4 +128,14 @@ describe('SuggestedActions', () => {
     expect(document.querySelector('[data-testid="search-sources"]')).not.toBeNull()
     expect(rows()).toHaveLength(0)
   })
+
+  it('shows the sources in Ask mode, which answers from them', () => {
+    mount()
+
+    act(() => useMothershipModeStore.getState().setMode('ask'))
+
+    expect(heading()).toBe('Sources')
+    expect(document.querySelector('[data-testid="search-sources"]')).not.toBeNull()
+    expect(rows()).toHaveLength(0)
+  })
 })
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
index 889c988aef7..d1bf8e20b80 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
@@ -234,6 +234,7 @@ const INITIAL_ACTIONS: Action[] = [
 /** Section heading per composer mode — Search reads as a connect-your-sources list. */
 const HEADINGS: Record<MothershipMode, string> = {
   build: 'Suggested actions',
+  ask: 'Sources',
   search: 'Sources',
 }
 
@@ -372,7 +373,7 @@ export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
               `collapsible-up`/`-down` interpolate height alone, so a margin here
               would hold its full value through the close and then vanish on unmount,
               snapping the content below up. */}
-          {mode === 'search' && workspaceId ? (
+          {mode !== 'build' && workspaceId ? (
             <div className='pt-1.5'>
               <SearchSources workspaceId={workspaceId} />
             </div>
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
index 321a359a2bb..266a65ed205 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
@@ -78,14 +78,15 @@ describe('ModeSwitcher', () => {
     expect(button.querySelector('svg')).toBeNull()
   })
 
-  it('lists both modes and checks the active one', () => {
+  it('lists every mode and checks the active one', () => {
     mount()
     openMenu()
 
     const rows = items()
-    expect(rows.map((row) => row.textContent)).toEqual(['Build', 'Search'])
+    expect(rows.map((row) => row.textContent)).toEqual(['Build', 'Ask', 'Search'])
     expect(rows[0].querySelector('svg')).not.toBeNull()
     expect(rows[1].querySelector('svg')).toBeNull()
+    expect(rows[2].querySelector('svg')).toBeNull()
   })
 
   it('switches the shared mode and reports the change', () => {
@@ -93,7 +94,7 @@ describe('ModeSwitcher', () => {
     openMenu()
 
     act(() => {
-      items()[1].dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
+      items()[2].dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
     })
 
     expect(useMothershipModeStore.getState().mode).toBe('search')
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
index c0bfa8ef515..632aabfc16f 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
@@ -28,14 +28,15 @@ import {
 
 const MODE_LABELS: Record<MothershipMode, string> = {
   build: 'Build',
+  ask: 'Ask',
   search: 'Search',
 }
 
 /**
- * The composer's Build / Search switcher: a label-only `Chip` in its `round`
+ * The composer's Build / Ask / Search switcher: a label-only `Chip` in its `round`
  * shape — chip chrome throughout (`--text-body` label, `--surface-hover` on
  * hover, no text-color shift), fully round to sit in the toolbar's row of
- * round controls — opening a two-row menu that checks the active mode, as
+ * round controls — opening a menu that checks the active mode, as
  * `ChipDropdown` does.
  */
 export const ModeSwitcher = memo(function ModeSwitcher() {
diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index fe8010a467f..85e4aaf7d65 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -21,6 +21,7 @@ import { useQueryState, useQueryStates } from 'nuqs'
 import { usePostHog } from 'posthog-js/react'
 import { requestJson } from '@/lib/api/client/request'
 import { createWorkflowContract } from '@/lib/api/contracts'
+import type { KnowledgeBaseData } from '@/lib/api/contracts/knowledge/base'
 import {
   LandingPromptStorage,
   type LandingWorkflowSeed,
@@ -33,6 +34,10 @@ import {
   type MothershipSendMessageDetail,
 } from '@/lib/mothership/events'
 import { captureEvent } from '@/lib/posthog/client'
+import {
+  searchedKnowledgeBases,
+  withSearchedKnowledgeContexts,
+} from '@/lib/sim-search/knowledge-bases'
 import { persistImportedWorkflow } from '@/lib/workflows/operations/import-export'
 /**
  * Imported from its own folder, not the components barrel: the workflow copilot
@@ -57,6 +62,7 @@ import {
   searchQueryParam,
 } from '@/app/workspace/[workspaceId]/home/search-params'
 import { useFolders } from '@/hooks/queries/folders'
+import { useKnowledgeBasesQuery } from '@/hooks/queries/kb/knowledge'
 import { useMarkMothershipChatRead } from '@/hooks/queries/mothership-chats'
 import { useWorkflows } from '@/hooks/queries/workflows'
 import { getWorkspaceFilesQueryOptions, useWorkspaceFiles } from '@/hooks/queries/workspace-files'
@@ -87,6 +93,9 @@ import type {
 
 const logger = createLogger('Home')
 
+/** Stable empty list, so a missing base list never rebuilds what reads it. */
+const EMPTY_KNOWLEDGE_BASES: KnowledgeBaseData[] = []
+
 /**
  * The resource preview panel pulls in the file-viewer stack (rich-markdown
  * editor, CSV/PDF viewers). It only renders once a chat has messages, so it is
@@ -182,6 +191,12 @@ export function Home({ chatId, userName, userId }: HomeProps) {
     if (initialSearchQuery) useMothershipModeStore.getState().setMode('search')
   }, [initialSearchQuery])
   const composerMode = useMothershipModeStore((state) => state.mode)
+  /** The bases an Ask turn is grounded in; read through a ref so a list refresh never rebuilds the submit handler. */
+  const { data: knowledgeBases = EMPTY_KNOWLEDGE_BASES } = useKnowledgeBasesQuery(workspaceId)
+  const knowledgeBasesRef = useRef(knowledgeBases)
+  useEffect(() => {
+    knowledgeBasesRef.current = knowledgeBases
+  }, [knowledgeBases])
   const hasCheckedLandingStorageRef = useRef(false)
   const initialViewInputRef = useRef<HTMLDivElement>(null)
   const initialViewUserInputRef = useRef<UserInputHandle>(null)
@@ -473,7 +488,8 @@ export function Home({ chatId, userName, userId }: HomeProps) {
        * Search mode answers with documents, not a turn of the agent, and only
        * a query can be answered: attachments alone have nothing to search for.
        */
-      if (useMothershipModeStore.getState().mode === 'search') {
+      const mode = useMothershipModeStore.getState().mode
+      if (mode === 'search') {
         if (trimmed) setSearchQuery(trimmed)
         return
       }
@@ -483,7 +499,15 @@ export function Home({ chatId, userName, userId }: HomeProps) {
       }
 
       prepareResourceViewForAgentTurn()
-      sendMessage(trimmed || 'Analyze the attached file(s).', fileAttachments, contexts)
+      /** Ask is a turn of the agent grounded in the searched sources. */
+      const turnContexts =
+        mode === 'ask'
+          ? withSearchedKnowledgeContexts(
+              contexts,
+              searchedKnowledgeBases(knowledgeBasesRef.current, workspaceId)
+            )
+          : contexts
+      sendMessage(trimmed || 'Analyze the attached file(s).', fileAttachments, turnContexts)
     },
     [workspaceId, chatId, prepareResourceViewForAgentTurn, sendMessage, setSearchQuery]
   )
@@ -491,22 +515,23 @@ export function Home({ chatId, userName, userId }: HomeProps) {
   /** An emptied search box returns to the sources; nothing else reads the cleared query. */
   const clearSearch = useCallback(() => setSearchQuery(''), [setSearchQuery])
 
-  /** Summarize on a result: hand the document to the agent in Build mode. */
+  /** Summarize or Answer on a result: hand the question to the agent in Ask mode. */
   const handleSummarize = useCallback(
     (prompt: string) => {
-      useMothershipModeStore.getState().setMode('build')
+      useMothershipModeStore.getState().setMode('ask')
       setSearchQuery('')
       handleSubmit(prompt)
     },
     [handleSubmit, setSearchQuery]
   )
   /**
-   * A chat that already exists opens in Build: its transcript is a
-   * conversation, and search results never join it. A new chat keeps whatever
-   * mode the person used last.
+   * A chat that already exists never opens in Search: its transcript is a
+   * conversation, and search results never join it. Build and Ask both carry
+   * over, so a follow-up question stays grounded in the sources.
    */
   useEffect(() => {
-    if (chatId) useMothershipModeStore.getState().setMode('build')
+    const store = useMothershipModeStore.getState()
+    if (chatId && store.mode === 'search') store.setMode('build')
   }, [chatId])
   const showSearchResults = composerMode === 'search' && searchQuery.trim().length > 0
   const searchResults = showSearchResults ? (
diff --git a/apps/sim/lib/posthog/events.ts b/apps/sim/lib/posthog/events.ts
index 71c9643839a..cbdec60a34f 100644
--- a/apps/sim/lib/posthog/events.ts
+++ b/apps/sim/lib/posthog/events.ts
@@ -617,7 +617,7 @@ export interface PostHogEventMap {
   /** The chat composer's mode switcher picked a different mode. */
   chat_mode_changed: {
     workspace_id: string
-    mode: 'build' | 'search'
+    mode: 'build' | 'ask' | 'search'
   }
 
   /**
diff --git a/apps/sim/lib/sim-search/knowledge-bases.test.ts b/apps/sim/lib/sim-search/knowledge-bases.test.ts
new file mode 100644
index 00000000000..4229901af36
--- /dev/null
+++ b/apps/sim/lib/sim-search/knowledge-bases.test.ts
@@ -0,0 +1,53 @@
+import { describe, expect, it } from 'vitest'
+import {
+  MAX_SEARCHED_KNOWLEDGE_BASES,
+  searchedKnowledgeBases,
+  withSearchedKnowledgeContexts,
+} from '@/lib/sim-search/knowledge-bases'
+
+const base = (id: string, workspaceId: string | null = 'ws-1') => ({
+  id,
+  name: `Base ${id}`,
+  workspaceId,
+})
+
+describe('searchedKnowledgeBases', () => {
+  it('keeps only the bases of the named workspace, capped', () => {
+    const bases = [
+      base('legacy', null),
+      base('other', 'ws-2'),
+      ...Array.from({ length: MAX_SEARCHED_KNOWLEDGE_BASES + 1 }, (_, i) => base(`kb-${i}`)),
+    ]
+    const searched = searchedKnowledgeBases(bases, 'ws-1')
+    expect(searched).toHaveLength(MAX_SEARCHED_KNOWLEDGE_BASES)
+    expect(searched.every((kb) => kb.workspaceId === 'ws-1')).toBe(true)
+  })
+})
+
+describe('withSearchedKnowledgeContexts', () => {
+  it('attaches every searched base after the contexts the person chose', () => {
+    expect(
+      withSearchedKnowledgeContexts(
+        [{ kind: 'file', fileId: 'f-1', label: 'notes.md' }],
+        [base('kb-1')]
+      )
+    ).toEqual([
+      { kind: 'file', fileId: 'f-1', label: 'notes.md' },
+      { kind: 'knowledge', knowledgeId: 'kb-1', label: 'Base kb-1' },
+    ])
+  })
+
+  it('does not attach a base the person already mentioned', () => {
+    const mentioned = { kind: 'knowledge' as const, knowledgeId: 'kb-1', label: 'Mine' }
+    expect(withSearchedKnowledgeContexts([mentioned], [base('kb-1'), base('kb-2')])).toEqual([
+      mentioned,
+      { kind: 'knowledge', knowledgeId: 'kb-2', label: 'Base kb-2' },
+    ])
+  })
+
+  it('returns the bases alone when nothing was chosen', () => {
+    expect(withSearchedKnowledgeContexts(undefined, [base('kb-1')])).toEqual([
+      { kind: 'knowledge', knowledgeId: 'kb-1', label: 'Base kb-1' },
+    ])
+  })
+})
diff --git a/apps/sim/lib/sim-search/knowledge-bases.ts b/apps/sim/lib/sim-search/knowledge-bases.ts
new file mode 100644
index 00000000000..b07727522ca
--- /dev/null
+++ b/apps/sim/lib/sim-search/knowledge-bases.ts
@@ -0,0 +1,38 @@
+import type { KnowledgeBaseData } from '@/lib/api/contracts/knowledge/base'
+import type { ChatContext } from '@/stores/panel/types'
+
+/** A search, or an answer drawn from one, spans at most this many knowledge bases. */
+export const MAX_SEARCHED_KNOWLEDGE_BASES = 20
+
+type SearchedKnowledgeBase = Pick<KnowledgeBaseData, 'id' | 'name' | 'workspaceId'>
+
+/**
+ * The bases a workspace search covers. The list also carries the viewer's
+ * legacy personal bases, which have no workspace; a search names one workspace
+ * and refuses a base outside it.
+ */
+export function searchedKnowledgeBases<T extends SearchedKnowledgeBase>(
+  bases: readonly T[],
+  workspaceId: string
+): T[] {
+  return bases.filter((kb) => kb.workspaceId === workspaceId).slice(0, MAX_SEARCHED_KNOWLEDGE_BASES)
+}
+
+/**
+ * The contexts an Ask turn carries: every searched base, attached the way an
+ * `@` mention attaches one, so the agent answers from the same documents the
+ * Search panel shows. A base the person already mentioned is not attached twice.
+ */
+export function withSearchedKnowledgeContexts(
+  contexts: readonly ChatContext[] | undefined,
+  bases: readonly SearchedKnowledgeBase[]
+): ChatContext[] {
+  const mentioned = new Set<string>()
+  for (const context of contexts ?? []) {
+    if (context.kind === 'knowledge' && context.knowledgeId) mentioned.add(context.knowledgeId)
+  }
+  const attached: ChatContext[] = bases
+    .filter((kb) => !mentioned.has(kb.id))
+    .map((kb) => ({ kind: 'knowledge', knowledgeId: kb.id, label: kb.name }))
+  return [...(contexts ?? []), ...attached]
+}
diff --git a/apps/sim/stores/mothership-mode/store.ts b/apps/sim/stores/mothership-mode/store.ts
index 049c2cd16bf..708c1086420 100644
--- a/apps/sim/stores/mothership-mode/store.ts
+++ b/apps/sim/stores/mothership-mode/store.ts
@@ -1,7 +1,7 @@
 import { create } from 'zustand'
 import { devtools } from 'zustand/middleware'
 
-export const MOTHERSHIP_MODES = ['build', 'search'] as const
+export const MOTHERSHIP_MODES = ['build', 'ask', 'search'] as const
 
 export type MothershipMode = (typeof MOTHERSHIP_MODES)[number]
 
@@ -14,8 +14,10 @@ interface MothershipModeState {
 const initialState: Pick<MothershipModeState, 'mode'> = { mode: 'build' }
 
 /**
- * The chat composer's mode — Build (default) or Search — read by the input's
- * mode switcher and by the suggested actions beneath the input.
+ * The chat composer's mode — Build (default), Ask, or Search — read by the
+ * input's mode switcher and by the suggested actions beneath the input. Ask is
+ * a turn of the agent grounded in the searched sources; Search answers with
+ * documents and no turn at all.
  *
  * A store rather than `Home` state because `Home` remounts per chat
  * (`key={chatId}`) and the new-chat → `/chat/[chatId]` handoff must carry the

From b7f5f1b8f38ace6eaeaa065ab8a63358e2a1f6a5 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 11:56:19 -0700
Subject: [PATCH 59/76] fix(home): keep the composer on the live search query,
 not a mount-time snapshot

---
 apps/sim/app/workspace/[workspaceId]/home/home.tsx | 14 +++++++++-----
 1 file changed, 9 insertions(+), 5 deletions(-)

diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index 85e4aaf7d65..471e86fb9fa 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -185,11 +185,15 @@ export function Home({ chatId, userName, userId }: HomeProps) {
     },
     [setSearchQueryParam, setSearchFilters]
   )
-  /** A link that carries a query opens in Search mode with the query in the box. */
-  const [initialSearchQuery] = useState(searchQuery)
+  /**
+   * A URL that carries a query opens in Search mode with the query in the box,
+   * whether it arrived by link or by navigating back to it; the composer
+   * follows the live query the same way (below), so the box and the results
+   * never show two different queries.
+   */
   useEffect(() => {
-    if (initialSearchQuery) useMothershipModeStore.getState().setMode('search')
-  }, [initialSearchQuery])
+    if (searchQuery) useMothershipModeStore.getState().setMode('search')
+  }, [searchQuery])
   const composerMode = useMothershipModeStore((state) => state.mode)
   /** The bases an Ask turn is grounded in; read through a ref so a list refresh never rebuilds the submit handler. */
   const { data: knowledgeBases = EMPTY_KNOWLEDGE_BASES } = useKnowledgeBasesQuery(workspaceId)
@@ -758,7 +762,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
                 >
                   <UserInput
                     ref={initialViewUserInputRef}
-                    defaultValue={initialPrompt || initialSearchQuery}
+                    defaultValue={initialPrompt || searchQuery}
                     draftScopeKey={draftScopeKey}
                     onSubmit={handleSubmit}
                     canSearch

From e9a9e48b9da1f635da59dd572241830df1c99f20 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 12:09:41 -0700
Subject: [PATCH 60/76] feat(home): make Ask turns answer from the searched
 sources with the knowledge tool alone

---
 .../app/workspace/[workspaceId]/home/home.tsx |  9 ++++-
 .../[workspaceId]/home/hooks/use-chat.ts      | 40 +++++++++++++++++--
 .../app/workspace/[workspaceId]/home/types.ts |  8 ++++
 apps/sim/lib/copilot/chat/ask-mode.test.ts    | 22 ++++++++++
 apps/sim/lib/copilot/chat/ask-mode.ts         | 37 +++++++++++++++++
 apps/sim/lib/copilot/chat/post.ts             | 10 +++--
 .../copilot/tool-executor/executor.test.ts    | 21 ++++++++++
 .../sim/lib/copilot/tool-executor/executor.ts |  8 ++++
 apps/sim/lib/core/utils/browser-storage.ts    |  7 +++-
 apps/sim/lib/mothership/events.ts             | 11 ++++-
 10 files changed, 161 insertions(+), 12 deletions(-)
 create mode 100644 apps/sim/lib/copilot/chat/ask-mode.test.ts
 create mode 100644 apps/sim/lib/copilot/chat/ask-mode.ts

diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index 471e86fb9fa..b89a1fd7b8e 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -511,7 +511,12 @@ export function Home({ chatId, userName, userId }: HomeProps) {
               searchedKnowledgeBases(knowledgeBasesRef.current, workspaceId)
             )
           : contexts
-      sendMessage(trimmed || 'Analyze the attached file(s).', fileAttachments, turnContexts)
+      sendMessage(
+        trimmed || 'Analyze the attached file(s).',
+        fileAttachments,
+        turnContexts,
+        mode === 'ask' ? { requestMode: 'ask' } : undefined
+      )
     },
     [workspaceId, chatId, prepareResourceViewForAgentTurn, sendMessage, setSearchQuery]
   )
@@ -561,6 +566,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
       prepareResourceViewForAgentTurn()
       sendMessage(detail.message, detail.fileAttachments, detail.contexts, {
         ...(detail.resumeUserMessageId ? { resumeUserMessageId: detail.resumeUserMessageId } : {}),
+        ...(detail.requestMode ? { requestMode: detail.requestMode } : {}),
       })
     }
     window.addEventListener(MOTHERSHIP_SEND_MESSAGE_EVENT, handler)
@@ -595,6 +601,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
         ...(handoff.resumeUserMessageId
           ? { resumeUserMessageId: handoff.resumeUserMessageId }
           : {}),
+        ...(handoff.requestMode ? { requestMode: handoff.requestMode } : {}),
       })
       return
     }
diff --git a/apps/sim/app/workspace/[workspaceId]/home/hooks/use-chat.ts b/apps/sim/app/workspace/[workspaceId]/home/hooks/use-chat.ts
index 6114e8057bd..f84c61b88b6 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/hooks/use-chat.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/hooks/use-chat.ts
@@ -142,6 +142,7 @@ import type { WorkflowMetadata } from '@/stores/workflows/registry/types'
 import type {
   ChatMessage,
   ChatMessageContext,
+  ChatRequestMode,
   ContentBlock,
   FileAttachmentForApi,
   GenericResourceData,
@@ -158,6 +159,8 @@ export interface SendMessageOptions {
    * attempts instead of opening a second chat.
    */
   resumeUserMessageId?: string
+  /** Asked for beyond the default agent turn; `ask` answers from the attached knowledge alone. */
+  requestMode?: ChatRequestMode
 }
 
 /**
@@ -181,6 +184,7 @@ interface StartSendMessageOptions {
    * opening a second chat and billing a second turn.
    */
   resumeUserMessageId?: string
+  requestMode?: ChatRequestMode
 }
 
 /** A send an unmount cleanup withdrew, as handed to the next chat surface. */
@@ -189,6 +193,7 @@ interface WithdrawnSend {
   fileAttachments?: FileAttachmentForApi[]
   contexts?: ChatContext[]
   userMessageId: string
+  requestMode?: ChatRequestMode
 }
 
 export interface UseChatReturn {
@@ -299,6 +304,7 @@ interface QueuedSendHandoffState {
   message: string
   fileAttachments?: FileAttachmentForApi[]
   contexts?: ChatContext[]
+  requestMode?: ChatRequestMode
   requestedAt: number
   resolveAttempts?: number
 }
@@ -3698,7 +3704,8 @@ export function useChat(
       message: string,
       fileAttachments?: FileAttachmentForApi[],
       contexts?: ChatContext[],
-      resumeUserMessageId?: string
+      resumeUserMessageId?: string,
+      requestMode?: ChatRequestMode
     ): QueuedMothershipMessage => {
       const id = generateId()
       const handoffChatId = selectedChatIdRef.current ?? chatIdRef.current
@@ -3719,6 +3726,7 @@ export function useChat(
         fileAttachments,
         contexts,
         ...(resumeUserMessageId ? { resumeUserMessageId } : {}),
+        ...(requestMode ? { requestMode } : {}),
         ...(supersededStreamId || handoffChatId
           ? {
               queuedSendHandoff: {
@@ -3860,6 +3868,7 @@ export function useChat(
           message,
           ...(fileAttachments ? { fileAttachments } : {}),
           ...(contexts ? { contexts } : {}),
+          ...(options?.requestMode ? { requestMode: options.requestMode } : {}),
           requestedAt: Date.now(),
         })
       }
@@ -4086,6 +4095,7 @@ export function useChat(
             ...(fileAttachments && fileAttachments.length > 0 ? { fileAttachments } : {}),
             ...(resourceAttachments ? { resourceAttachments } : {}),
             ...(contexts && contexts.length > 0 ? { contexts } : {}),
+            ...(options?.requestMode ? { mode: options.requestMode } : {}),
             ...(workflowIdRef.current ? { workflowId: workflowIdRef.current } : {}),
             // Desktop-only capabilities (local filesystem tools, browser
             // subagent) — the server gates the features on these flags.
@@ -4286,7 +4296,13 @@ export function useChat(
   const handOffWithdrawnSend = useCallback(
     (send: WithdrawnSend) => {
       if (
-        sendMothershipMessage(send.content, send.contexts, send.fileAttachments, send.userMessageId)
+        sendMothershipMessage(
+          send.content,
+          send.contexts,
+          send.fileAttachments,
+          send.userMessageId,
+          send.requestMode
+        )
       ) {
         return
       }
@@ -4296,6 +4312,7 @@ export function useChat(
           ...(send.contexts?.length ? { contexts: send.contexts } : {}),
           ...(send.fileAttachments?.length ? { fileAttachments: send.fileAttachments } : {}),
           resumeUserMessageId: send.userMessageId,
+          ...(send.requestMode ? { requestMode: send.requestMode } : {}),
         },
         workspaceId
       )
@@ -4352,7 +4369,13 @@ export function useChat(
       ) {
         queueStore.enqueue(
           activeChatKey,
-          createQueuedMessage(message, fileAttachments, contexts, options?.resumeUserMessageId)
+          createQueuedMessage(
+            message,
+            fileAttachments,
+            contexts,
+            options?.resumeUserMessageId,
+            options?.requestMode
+          )
         )
         if (pendingStopPromiseRef.current || (queuedAheadCount > 0 && !sendingRef.current)) {
           void enqueueQueueDispatchRef.current({ type: 'send_head' })
@@ -4373,6 +4396,7 @@ export function useChat(
         fileAttachments,
         contexts,
         userMessageId: result.userMessageId,
+        ...(options?.requestMode ? { requestMode: options.requestMode } : {}),
       }
       if (activeChatKey.startsWith(PENDING_CHAT_KEY_PREFIX)) {
         handOffWithdrawnSend(withdrawn)
@@ -4382,7 +4406,13 @@ export function useChat(
         .getState()
         .enqueue(
           activeChatKey,
-          createQueuedMessage(message, fileAttachments, contexts, result.userMessageId)
+          createQueuedMessage(
+            message,
+            fileAttachments,
+            contexts,
+            result.userMessageId,
+            options?.requestMode
+          )
         )
     },
     [workspaceId, createQueuedMessage, startSendMessage, handOffWithdrawnSend]
@@ -4556,6 +4586,7 @@ export function useChat(
     recoveringQueuedSendHandoffRef.current = { id: handoff.id, ownerId: claimOwnerId }
     void startSendMessage(handoff.message, handoff.fileAttachments, handoff.contexts, {
       pendingStop: null,
+      ...(handoff.requestMode ? { requestMode: handoff.requestMode } : {}),
       queuedSendHandoff: {
         id: handoff.id,
         chatId: handoff.chatId,
@@ -5016,6 +5047,7 @@ export function useChat(
             ...(liveMsg.resumeUserMessageId
               ? { resumeUserMessageId: liveMsg.resumeUserMessageId }
               : {}),
+            ...(liveMsg.requestMode ? { requestMode: liveMsg.requestMode } : {}),
           }
         )
 
diff --git a/apps/sim/app/workspace/[workspaceId]/home/types.ts b/apps/sim/app/workspace/[workspaceId]/home/types.ts
index 983cc4eba67..8b106ba4ee5 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/types.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/types.ts
@@ -23,11 +23,19 @@ export interface FileAttachmentForApi {
   path?: string
 }
 
+/**
+ * A request mode a send asks the agent for beyond the default. `ask` is an
+ * answer drawn from the attached knowledge bases with the knowledge tool
+ * alone: the server attaches no integration tools to the turn.
+ */
+export type ChatRequestMode = 'ask'
+
 export interface QueuedMessage {
   id: string
   content: string
   fileAttachments?: FileAttachmentForApi[]
   contexts?: ChatContext[]
+  requestMode?: ChatRequestMode
 }
 
 export const ToolCallStatus = {
diff --git a/apps/sim/lib/copilot/chat/ask-mode.test.ts b/apps/sim/lib/copilot/chat/ask-mode.test.ts
new file mode 100644
index 00000000000..e18f4271837
--- /dev/null
+++ b/apps/sim/lib/copilot/chat/ask-mode.test.ts
@@ -0,0 +1,22 @@
+import { describe, expect, it } from 'vitest'
+import { ASK_MODE_AGENT_CONTEXT, withAskModeContext } from '@/lib/copilot/chat/ask-mode'
+
+const knowledge = { type: 'knowledge', content: '', tag: '@Sim Search', path: 'knowledge/x.json' }
+
+describe('withAskModeContext', () => {
+  it('appends the Ask skill after the attached contexts on an Ask turn', () => {
+    expect(withAskModeContext([knowledge], 'ask')).toEqual([knowledge, ASK_MODE_AGENT_CONTEXT])
+  })
+
+  it('leaves every other mode untouched', () => {
+    for (const mode of ['agent', 'build', 'plan', undefined]) {
+      expect(withAskModeContext([knowledge], mode)).toEqual([knowledge])
+    }
+  })
+
+  it('renders as a skill the agent injects for the turn', () => {
+    expect(ASK_MODE_AGENT_CONTEXT.type).toBe('skill')
+    expect(ASK_MODE_AGENT_CONTEXT.content).toContain('<source>')
+    expect(ASK_MODE_AGENT_CONTEXT.content).toContain('query')
+  })
+})
diff --git a/apps/sim/lib/copilot/chat/ask-mode.ts b/apps/sim/lib/copilot/chat/ask-mode.ts
new file mode 100644
index 00000000000..e0cc25b88ae
--- /dev/null
+++ b/apps/sim/lib/copilot/chat/ask-mode.ts
@@ -0,0 +1,37 @@
+/** A context item as the agent receives it; skills carry their instructions in `content`. */
+export interface AskModeAgentContext {
+  type: 'skill'
+  tag: string
+  content: string
+}
+
+/** The request mode of an Ask turn, as the composer sends it. */
+export const ASK_REQUEST_MODE = 'ask'
+
+/**
+ * The instructions an Ask turn carries. Rendered by the agent as an active
+ * skill for the turn, alongside the knowledge bases the composer attached, so
+ * the model searches them and answers with citations instead of reaching for
+ * a connected service. The executor refuses integration tools on the turn as
+ * well; this is what tells the model up front.
+ */
+export const ASK_MODE_AGENT_CONTEXT: AskModeAgentContext = {
+  type: 'skill',
+  tag: '@Ask',
+  content: [
+    'The person chose Ask: they want an answer drawn from their connected sources, not an action.',
+    '',
+    '- Answer only from the knowledge bases attached to this message. Search them with the knowledge tool `query` operation, and search again with other phrasings when the first pass returns little. Do not read a base or its metadata first; search.',
+    "- Do not use integrations, workflows, tables, files, or the browser. Integration tools are unavailable on this turn. When the question needs live data that is not indexed (today's inbox, a calendar), say that Ask answers from indexed content and suggest Build.",
+    '- Cite every claim with a `<source>` tag exactly as the knowledge tool describes. When nothing relevant is found, say so plainly instead of guessing.',
+    '- Keep the answer short: lead with the answer, then the supporting points.',
+  ].join('\n'),
+}
+
+/** The turn's contexts with the Ask instructions appended when the request asked for Ask mode. */
+export function withAskModeContext<T extends { type: string; content: string }>(
+  contexts: T[],
+  mode: string | undefined
+): Array<T | AskModeAgentContext> {
+  return mode === ASK_REQUEST_MODE ? [...contexts, ASK_MODE_AGENT_CONTEXT] : contexts
+}
diff --git a/apps/sim/lib/copilot/chat/post.ts b/apps/sim/lib/copilot/chat/post.ts
index 112efea4011..e19cb5ea417 100644
--- a/apps/sim/lib/copilot/chat/post.ts
+++ b/apps/sim/lib/copilot/chat/post.ts
@@ -11,6 +11,7 @@ import { isZodError, validationErrorResponse } from '@/lib/api/server'
 import { getSession } from '@/lib/auth'
 import { resolveBillingAttribution } from '@/lib/billing/core/billing-attribution'
 import { chatOperations } from '@/lib/copilot/application/operations'
+import { withAskModeContext } from '@/lib/copilot/chat/ask-mode'
 import {
   DESKTOP_TERMINAL_HINT_ID_MAX_LENGTH,
   DESKTOP_TERMINAL_HINT_TEXT_MAX_LENGTH,
@@ -934,7 +935,7 @@ async function resolveBranch(params: {
           workspaceId: requestedWorkspaceId,
           userId: payloadParams.userId,
           userMessageId: payloadParams.userMessageId,
-          mode: 'agent',
+          mode: mode ?? 'agent',
           model: '',
           contexts: payloadParams.contexts,
           mcpServerIds: payloadParams.mcpServerIds,
@@ -961,7 +962,7 @@ async function resolveBranch(params: {
         chatId,
         messageId,
         userTimezone,
-        requestMode: 'agent',
+        requestMode: mode ?? 'agent',
       }),
   }
 }
@@ -1374,6 +1375,7 @@ export async function handleUnifiedChatPost(req: NextRequest) {
       // typed snapshot Go diffs into baseline+delta messages.
       const workspaceContext = workspaceSnapshot?.markdown
       const vfs = workspaceSnapshot?.snapshot
+      const turnContexts = withAskModeContext(agentContexts, body.mode)
 
       executionContext.userPermission = userPermission ?? undefined
 
@@ -1397,7 +1399,7 @@ export async function handleUnifiedChatPost(req: NextRequest) {
                 userId: authenticatedUserId,
                 userMessageId,
                 chatId: actualChatId,
-                contexts: agentContexts,
+                contexts: turnContexts,
                 mcpServerIds,
                 fileAttachments: body.fileAttachments,
                 userPermission: userPermission ?? undefined,
@@ -1425,7 +1427,7 @@ export async function handleUnifiedChatPost(req: NextRequest) {
                 userId: authenticatedUserId,
                 userMessageId,
                 chatId: actualChatId,
-                contexts: agentContexts,
+                contexts: turnContexts,
                 mcpServerIds,
                 fileAttachments: body.fileAttachments,
                 userPermission: userPermission ?? undefined,
diff --git a/apps/sim/lib/copilot/tool-executor/executor.test.ts b/apps/sim/lib/copilot/tool-executor/executor.test.ts
index 47411cefe67..317f275618c 100644
--- a/apps/sim/lib/copilot/tool-executor/executor.test.ts
+++ b/apps/sim/lib/copilot/tool-executor/executor.test.ts
@@ -151,6 +151,27 @@ describe('copilot tool executor fallback', () => {
     expect(result).toEqual({ success: true, output: { emails: [] } })
   })
 
+  it('refuses integration tools on an Ask turn without dispatching them', async () => {
+    isKnownTool.mockReturnValue(false)
+    isSimExecuted.mockReturnValue(false)
+
+    const result = await executeTool(
+      'gmail_read',
+      { maxResults: 10 },
+      {
+        userId: 'user-1',
+        workflowId: '',
+        workspaceId: 'ws-1',
+        chatId: 'chat-1',
+        requestMode: 'ask',
+      }
+    )
+
+    expect(executeAppTool).not.toHaveBeenCalled()
+    expect(result.success).toBe(false)
+    expect(result.error).toContain('Ask mode')
+  })
+
   it('forwards trusted authority and cancellation to dynamic custom tools', async () => {
     isKnownTool.mockReturnValue(false)
     isSimExecuted.mockReturnValue(false)
diff --git a/apps/sim/lib/copilot/tool-executor/executor.ts b/apps/sim/lib/copilot/tool-executor/executor.ts
index a39e14880b9..82591e85708 100644
--- a/apps/sim/lib/copilot/tool-executor/executor.ts
+++ b/apps/sim/lib/copilot/tool-executor/executor.ts
@@ -1,6 +1,7 @@
 import { createLogger } from '@sim/logger'
 import { type PermissionType, permissionSatisfies } from '@sim/platform-authz/workspace'
 import { toError } from '@sim/utils/errors'
+import { ASK_REQUEST_MODE } from '@/lib/copilot/chat/ask-mode'
 import { projectToolErrorMessageForCopilot } from '@/lib/copilot/request/tools/resolved-secret-result'
 import { DEFAULT_EXECUTION_TIMEOUT_MS } from '@/lib/execution/constants'
 import { recordSecretUsage } from '@/lib/secrets/usage/record'
@@ -33,6 +34,10 @@ export function clearHandlers(): void {
   handlerRegistry.clear()
 }
 
+/** An Ask turn answers from the attached knowledge bases; the agent reaches no connected service. */
+const ASK_MODE_INTEGRATION_REFUSAL =
+  'Integration tools are not available in Ask mode. Answer from the attached knowledge bases with the knowledge tool (query operation), cite each source, and say so when nothing relevant is found.'
+
 export async function executeTool(
   toolId: string,
   params: Record<string, unknown>,
@@ -76,6 +81,9 @@ export async function executeTool(
   const canUseRegisteredHandler =
     isKnownTool(toolId) && (isSimExecuted(toolId) || usesHeadlessClientFallback)
   if (!canUseRegisteredHandler) {
+    if (context.requestMode === ASK_REQUEST_MODE) {
+      return { success: false, error: ASK_MODE_INTEGRATION_REFUSAL }
+    }
     const appParams = buildAppToolParams(normalizedParams, context)
     const options = {
       ...(context.resolvedSecretTraceRegistry
diff --git a/apps/sim/lib/core/utils/browser-storage.ts b/apps/sim/lib/core/utils/browser-storage.ts
index d6f4c131bd2..cc5f3951e75 100644
--- a/apps/sim/lib/core/utils/browser-storage.ts
+++ b/apps/sim/lib/core/utils/browser-storage.ts
@@ -4,7 +4,10 @@
  */
 
 import { createLogger } from '@sim/logger'
-import type { FileAttachmentForApi } from '@/app/workspace/[workspaceId]/home/types'
+import type {
+  ChatRequestMode,
+  FileAttachmentForApi,
+} from '@/app/workspace/[workspaceId]/home/types'
 import type { ChatContext } from '@/stores/panel'
 
 const logger = createLogger('BrowserStorage')
@@ -317,6 +320,8 @@ export interface MothershipHandoff {
    * chat and billing a second turn.
    */
   resumeUserMessageId?: string
+  /** The request mode the withdrawn send asked for, so a retry stays the same kind of turn. */
+  requestMode?: ChatRequestMode
 }
 
 interface StoredHandoff extends MothershipHandoff {
diff --git a/apps/sim/lib/mothership/events.ts b/apps/sim/lib/mothership/events.ts
index 4ce4d844da8..efb80e7eaf4 100644
--- a/apps/sim/lib/mothership/events.ts
+++ b/apps/sim/lib/mothership/events.ts
@@ -1,5 +1,8 @@
 import { createLogger } from '@sim/logger'
-import type { FileAttachmentForApi } from '@/app/workspace/[workspaceId]/home/types'
+import type {
+  ChatRequestMode,
+  FileAttachmentForApi,
+} from '@/app/workspace/[workspaceId]/home/types'
 import type { ChatContext } from '@/stores/panel'
 
 const logger = createLogger('MothershipEvents')
@@ -34,6 +37,8 @@ export interface MothershipSendMessageDetail {
    * chat and billing a second turn.
    */
   resumeUserMessageId?: string
+  /** The request mode the withdrawn send asked for, so a retry stays the same kind of turn. */
+  requestMode?: ChatRequestMode
 }
 
 /**
@@ -49,7 +54,8 @@ export function sendMothershipMessage(
   message: string,
   contexts?: ChatContext[],
   fileAttachments?: FileAttachmentForApi[],
-  resumeUserMessageId?: string
+  resumeUserMessageId?: string,
+  requestMode?: ChatRequestMode
 ): boolean {
   const trimmed = message.trim()
   if (!trimmed) {
@@ -61,6 +67,7 @@ export function sendMothershipMessage(
     contexts,
     fileAttachments,
     ...(resumeUserMessageId ? { resumeUserMessageId } : {}),
+    ...(requestMode ? { requestMode } : {}),
   })
   logger.info('Dispatched mothership message event', { messageLength: trimmed.length, consumed })
   return consumed

From 4437b397c14e4d9249cf9f662a4fa0e9e05b5f26 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 12:19:08 -0700
Subject: [PATCH 61/76] improvement(chat): name the query in the knowledge
 search row and list a reply's sources densely

---
 .../message-sources/message-sources.tsx       | 22 ++-----
 .../components/source-card/source-card.tsx    | 61 ++++++++++++++-----
 .../message-content/message-content.tsx       |  5 +-
 .../mothership-chat/mothership-chat.tsx       | 15 -----
 .../lib/copilot/tools/tool-display.test.ts    |  6 ++
 apps/sim/lib/copilot/tools/tool-display.ts    |  3 +-
 6 files changed, 61 insertions(+), 51 deletions(-)

diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.tsx
index 522a8837b11..c386c203f0e 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.tsx
@@ -15,36 +15,24 @@ const STRIP_FADE_CLASSES =
 
 interface MessageSourcesProps {
   sources: readonly SourceTagData[]
-  /** The question the reply answers; its terms are bolded in result cards. */
-  query?: string
-  /** Asks the agent about one cited document, when the surface can send a message. */
-  onSummarize?: (prompt: string) => void
 }
 
 /**
  * Footer listing every document a reply cited, once each. Sources that carry
- * a snippet — a search answer — are laid out as result cards; otherwise one
+ * a title — a search answer — are laid out as one dense row per document, the
+ * prose above having already cited each claim inline; otherwise one
  * horizontally scrolling row of {@link SourceChip}s that fades out at the
  * right edge instead of wrapping, so a long list stays a single quiet line
  * under the answer.
  */
-export function MessageSources({ sources, query, onSummarize }: MessageSourcesProps) {
+export function MessageSources({ sources }: MessageSourcesProps) {
   if (sources.length === 0) return null
 
   if (sources.some((source) => source.snippet)) {
     return (
-      <div className='flex flex-col gap-0.5'>
+      <div className='flex flex-col'>
         {sources.map((source) => (
-          <SourceCard
-            key={source.url}
-            source={source}
-            query={query}
-            onSummarize={
-              onSummarize
-                ? (cited) => onSummarize(`Summarize "${cited.title ?? cited.url}" (${cited.url})`)
-                : undefined
-            }
-          />
+          <SourceCard key={source.url} source={source} dense />
         ))}
       </div>
     )
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
index 4ae460ce909..b4ea7f2f875 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
@@ -111,6 +111,11 @@ interface SourceCardProps {
   query?: string
   /** Offers a Summarize action that asks the agent about this document. */
   onSummarize?: (source: SourceTagData) => void
+  /**
+   * One line per document: the mark, the title, and where it lives, with no
+   * snippet. For a list under a reply whose prose already cites each claim.
+   */
+  dense?: boolean
 }
 
 /**
@@ -119,9 +124,9 @@ interface SourceCardProps {
  * who it is from, and when it last changed, and the passage that matched with
  * the query terms in bold. Actions stay out of the way until the row is
  * hovered or its title focused. The same row serves the composer's search
- * results and the footer of a reply that cited its sources with a snippet.
+ * results and, in its dense form, the footer of a reply that cited sources.
  */
-export function SourceCard({ source, query, onSummarize }: SourceCardProps) {
+export function SourceCard({ source, query, onSummarize, dense = false }: SourceCardProps) {
   const hostname = externalLinkHostname(source.url)
   const ConnectorIcon = source.connectorType
     ? BRAND_ICON_BY_BASE_TYPE.get(source.connectorType)
@@ -133,20 +138,48 @@ export function SourceCard({ source, query, onSummarize }: SourceCardProps) {
     updatedAt ? formatDate(updatedAt) : null,
   ].filter((part): part is string => Boolean(part))
 
+  const mark = ConnectorIcon ? (
+    <BrandIcon icon={ConnectorIcon} className='size-[16px]' />
+  ) : hostname ? (
+    <img
+      src={faviconUrl(hostname, 32)}
+      alt=''
+      className='size-[16px] rounded-[3px]'
+      onError={hideBrokenFavicon}
+    />
+  ) : null
+
+  if (dense) {
+    return (
+      <div className={cn(SOURCE_ROW_CLASSES, 'items-center py-1')}>
+        <span className={chipIconSlotClass}>{mark}</span>
+        <a
+          href={source.url}
+          target='_blank'
+          rel='noopener noreferrer'
+          data-source-link=''
+          onClick={(event) => handleExternalLinkClick(event, source.url)}
+          className='min-w-0 flex-1 text-[var(--text-primary)] text-sm no-underline underline-offset-2 hover:underline'
+        >
+          <OverflowText
+            label={source.title?.trim() || sourceLabel(source)}
+            focusTarget='nearest-interactive'
+          />
+        </a>
+        <OverflowText
+          label={meta.join(' · ')}
+          className='max-w-[40%] shrink-0 text-[var(--text-muted)] text-caption'
+        />
+        <div className='flex flex-shrink-0 items-center opacity-0 transition-opacity group-focus-within/source:opacity-100 group-hover/source:opacity-100 [@media(hover:none)]:opacity-100'>
+          <CopyLinkAction url={source.url} />
+        </div>
+      </div>
+    )
+  }
+
   return (
     <div className={SOURCE_ROW_CLASSES}>
-      <span className={SOURCE_ROW_MARK_CLASSES}>
-        {ConnectorIcon ? (
-          <BrandIcon icon={ConnectorIcon} className='size-[16px]' />
-        ) : hostname ? (
-          <img
-            src={faviconUrl(hostname, 32)}
-            alt=''
-            className='size-[16px] rounded-[3px]'
-            onError={hideBrokenFavicon}
-          />
-        ) : null}
-      </span>
+      <span className={SOURCE_ROW_MARK_CLASSES}>{mark}</span>
       <div className='flex min-w-0 flex-1 flex-col gap-0.5'>
         <a
           href={source.url}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
index d08acaf60ac..19ca71fc900 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
@@ -834,8 +834,6 @@ interface MessageContentProps {
   onOptionSelect?: (id: string) => void
   onQuestionDismiss?: () => void
   onPhaseChange?: (phase: MessagePhase) => void
-  /** The user message this reply answers, for the result cards' highlighting. */
-  userQuery?: string
   /**
    * The message's actions row (copy/thumbs). Rendered here, in the thinking
    * slot's position, so at settle the shimmer and the actions trade places in
@@ -856,7 +854,6 @@ function MessageContentInner({
   credentialSubmission,
   credentialAbandoned,
   onOptionSelect,
-  userQuery,
   onQuestionDismiss,
   onPhaseChange,
   actions,
@@ -1032,7 +1029,7 @@ function MessageContentInner({
         })}
         {sources.length > 0 && (
           <div className={isStreaming ? 'animate-stream-fade-in' : undefined}>
-            <MessageSources sources={sources} query={userQuery} onSummarize={onOptionSelect} />
+            <MessageSources sources={sources} />
           </div>
         )}
       </div>
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx
index c44cab19127..e1bb764b241 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx
@@ -204,7 +204,6 @@ interface AssistantMessageRowProps {
   prepareContentForCopy: (content: string) => ClipboardContent
   isStreaming: boolean
   isLast: boolean
-  precedingUserContent?: string
   /** Transcript-derived answers for this message's question card (renders the recap). */
   questionAnswers?: string[]
   /** Transcript-derived status payload for this message's credential card. */
@@ -221,7 +220,6 @@ const AssistantMessageRow = memo(function AssistantMessageRow({
   prepareContentForCopy,
   isStreaming,
   isLast,
-  precedingUserContent,
   questionAnswers,
   credentialSubmission,
   credentialAbandoned,
@@ -297,7 +295,6 @@ const AssistantMessageRow = memo(function AssistantMessageRow({
         credentialSubmission={credentialSubmission}
         credentialAbandoned={credentialAbandoned}
         onOptionSelect={onOptionSelect}
-        userQuery={precedingUserContent}
         onQuestionDismiss={handleQuestionDismiss}
         onPhaseChange={setPhase}
         actions={
@@ -307,7 +304,6 @@ const AssistantMessageRow = memo(function AssistantMessageRow({
               getCopyContent={getCopyContent}
               hasCopyContent={Boolean(getOrchestratorMessageText(blocks, message.content).trim())}
               prepareContentForCopy={prepareContentForCopy}
-              userQuery={precedingUserContent}
               requestId={message.requestId}
               messageId={message.id}
             />
@@ -556,16 +552,6 @@ export function MothershipChat({
     return out
   }, [messages])
 
-  const precedingUserContentByIndex = useMemo(() => {
-    const out: Array<string | undefined> = []
-    let lastUserContent: string | undefined
-    for (const [index, message] of messages.entries()) {
-      out[index] = lastUserContent
-      if (message.role === 'user') lastUserContent = message.content
-    }
-    return out
-  }, [messages])
-
   /**
    * Pairs each assistant question/credential card with the user message that
    * completed it. The paired user message is hidden — the answered card IS the
@@ -810,7 +796,6 @@ export function MothershipChat({
                         prepareContentForCopy={prepareContentForCopy}
                         isStreaming={isStreamActive && isLast}
                         isLast={isLast}
-                        precedingUserContent={precedingUserContentByIndex[index]}
                         questionAnswers={interactionPairing.answersByIndex[index]}
                         credentialSubmission={interactionPairing.credentialSubmissionByIndex[index]}
                         credentialAbandoned={interactionPairing.credentialAbandonedByIndex[index]}
diff --git a/apps/sim/lib/copilot/tools/tool-display.test.ts b/apps/sim/lib/copilot/tools/tool-display.test.ts
index d3e6e212d4f..ef8257efdc7 100644
--- a/apps/sim/lib/copilot/tools/tool-display.test.ts
+++ b/apps/sim/lib/copilot/tools/tool-display.test.ts
@@ -378,6 +378,12 @@ describe('getToolDisplayTitle for operation-driven tools', () => {
     expect(getToolDisplayTitle('manage_knowledge_base', { operation: 'query' })).toBe(
       'Searching knowledge base'
     )
+    expect(
+      getToolDisplayTitle('manage_knowledge_base', {
+        operation: 'query',
+        args: { query: 'volvo delivery process' },
+      })
+    ).toBe('Searching knowledge base for volvo delivery process')
     expect(getToolDisplayTitle('manage_knowledge_base', { operation: 'sync_connector' })).toBe(
       'Syncing knowledge base connector'
     )
diff --git a/apps/sim/lib/copilot/tools/tool-display.ts b/apps/sim/lib/copilot/tools/tool-display.ts
index 9cc094d81c5..1633f7bbe68 100644
--- a/apps/sim/lib/copilot/tools/tool-display.ts
+++ b/apps/sim/lib/copilot/tools/tool-display.ts
@@ -301,10 +301,11 @@ function knowledgeBaseTitle(args: ToolArgs): string {
     'file'
   )
 
+  const query = stringArg(operationArgs, 'query')
   const titles: Record<string, string> = {
     create: `Creating ${name || 'knowledge base'}`,
     get: 'Reading knowledge base',
-    query: 'Searching knowledge base',
+    query: query ? `Searching knowledge base for ${query}` : 'Searching knowledge base',
     add_file: `Adding ${fileTarget} to knowledge base`,
     update: 'Updating knowledge base',
     delete: `Deleting ${countedResourceTarget(operationArgs, 'knowledgeBaseIds', 'knowledge base', 'knowledge bases')}`,

From 86427f8c8ebba57f0bf5af931083b1de7966f723 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 12:21:05 -0700
Subject: [PATCH 62/76] fix(home): carry the Ask request mode through every
 send lane and refuse every non-server tool on an Ask turn

---
 .../workspace/[workspaceId]/home/hooks/use-chat.ts   |  2 ++
 .../w/[workflowId]/components/panel/panel.tsx        |  2 ++
 apps/sim/lib/copilot/tool-executor/executor.ts       | 12 +++++++++---
 apps/sim/lib/core/utils/browser-storage.ts           |  2 ++
 apps/sim/stores/mothership-queue/store.ts            |  1 +
 apps/sim/stores/mothership-queue/types.ts            |  5 ++++-
 6 files changed, 20 insertions(+), 4 deletions(-)

diff --git a/apps/sim/app/workspace/[workspaceId]/home/hooks/use-chat.ts b/apps/sim/app/workspace/[workspaceId]/home/hooks/use-chat.ts
index f84c61b88b6..b2c126568df 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/hooks/use-chat.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/hooks/use-chat.ts
@@ -4342,6 +4342,7 @@ export function useChat(
             content: message,
             fileAttachments,
             contexts,
+            requestMode: options?.requestMode,
           })
           queueStore.setEditing(activeChatKey, null)
           // Resume dispatch if it paused on this slot.
@@ -5009,6 +5010,7 @@ export function useChat(
             content: dispatched.content,
             fileAttachments: dispatched.fileAttachments,
             contexts: dispatched.contexts,
+            ...(dispatched.requestMode ? { requestMode: dispatched.requestMode } : {}),
             userMessageId: withdrawnUserMessageId,
           })
           return
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/panel.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/panel.tsx
index 2876a06a44a..c1522b801cf 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/panel.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/panel.tsx
@@ -512,6 +512,8 @@ export const Panel = memo(function Panel() {
     const handler = (e: Event) => {
       const detail = (e as CustomEvent<MothershipSendMessageDetail>).detail
       if (!detail?.message) return
+      /** A mode-bearing send (Ask) belongs to the home chat, which has the mode; left unclaimed, it is stored for that surface. */
+      if (detail.requestMode) return
       e.preventDefault()
       setActiveTab('copilot')
       copilotSendMessage(detail.message, detail.fileAttachments, detail.contexts, {
diff --git a/apps/sim/lib/copilot/tool-executor/executor.ts b/apps/sim/lib/copilot/tool-executor/executor.ts
index 82591e85708..f8c7f50954b 100644
--- a/apps/sim/lib/copilot/tool-executor/executor.ts
+++ b/apps/sim/lib/copilot/tool-executor/executor.ts
@@ -78,12 +78,18 @@ export async function executeTool(
 
   const normalizedParams = normalizeToolParams(toolId, params, context)
 
+  /**
+   * An Ask turn reaches only Sim-executed server tools. An integration call and
+   * a headless workflow run are both actions on a connected service or the
+   * workspace, which an answer drawn from the knowledge bases never takes.
+   */
+  if (context.requestMode === ASK_REQUEST_MODE && !(isKnownTool(toolId) && isSimExecuted(toolId))) {
+    return { success: false, error: ASK_MODE_INTEGRATION_REFUSAL }
+  }
+
   const canUseRegisteredHandler =
     isKnownTool(toolId) && (isSimExecuted(toolId) || usesHeadlessClientFallback)
   if (!canUseRegisteredHandler) {
-    if (context.requestMode === ASK_REQUEST_MODE) {
-      return { success: false, error: ASK_MODE_INTEGRATION_REFUSAL }
-    }
     const appParams = buildAppToolParams(normalizedParams, context)
     const options = {
       ...(context.resolvedSecretTraceRegistry
diff --git a/apps/sim/lib/core/utils/browser-storage.ts b/apps/sim/lib/core/utils/browser-storage.ts
index cc5f3951e75..9ae44e9def9 100644
--- a/apps/sim/lib/core/utils/browser-storage.ts
+++ b/apps/sim/lib/core/utils/browser-storage.ts
@@ -370,6 +370,7 @@ export class MothershipHandoffStorage {
         : [...MothershipHandoffStorage.pendingContexts(workspaceId), ...contexts],
       ...(handoff.fileAttachments?.length ? { fileAttachments: handoff.fileAttachments } : {}),
       ...(handoff.resumeUserMessageId ? { resumeUserMessageId: handoff.resumeUserMessageId } : {}),
+      ...(handoff.requestMode ? { requestMode: handoff.requestMode } : {}),
       workspaceId,
       timestamp: Date.now(),
     })
@@ -429,6 +430,7 @@ export class MothershipHandoffStorage {
     return {
       ...(data.message ? { message: data.message } : {}),
       contexts,
+      ...(data.requestMode === 'ask' ? { requestMode: 'ask' as const } : {}),
       ...(Array.isArray(data.fileAttachments) && data.fileAttachments.length > 0
         ? { fileAttachments: data.fileAttachments }
         : {}),
diff --git a/apps/sim/stores/mothership-queue/store.ts b/apps/sim/stores/mothership-queue/store.ts
index 4ecdbb89c61..2bd38b4425a 100644
--- a/apps/sim/stores/mothership-queue/store.ts
+++ b/apps/sim/stores/mothership-queue/store.ts
@@ -112,6 +112,7 @@ export const useMothershipQueueStore = create<MothershipQueueState>()(
               content: patch.content,
               fileAttachments: patch.fileAttachments,
               contexts: patch.contexts,
+              requestMode: patch.requestMode,
             }
             return { queues: setQueueForChat(state.queues, chatKey, next) }
           }),
diff --git a/apps/sim/stores/mothership-queue/types.ts b/apps/sim/stores/mothership-queue/types.ts
index b7beb4ede09..9d2267b9ac1 100644
--- a/apps/sim/stores/mothership-queue/types.ts
+++ b/apps/sim/stores/mothership-queue/types.ts
@@ -21,7 +21,10 @@ export type QueuedMothershipMessage = QueuedMessage & {
 }
 
 // Mutable fields an in-place edit overwrites; id and index are preserved by `replaceAt`.
-export type QueuedMessageEditPatch = Pick<QueuedMessage, 'content' | 'fileAttachments' | 'contexts'>
+export type QueuedMessageEditPatch = Pick<
+  QueuedMessage,
+  'content' | 'fileAttachments' | 'contexts' | 'requestMode'
+>
 
 export interface MothershipQueueState {
   queues: Record<string, QueuedMothershipMessage[]>

From c7a676b0248b0c5c046037946cabbe6ef8152923 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 12:25:49 -0700
Subject: [PATCH 63/76] improvement(chat): put a reply's sources behind a
 counted button in the action row, and keep Ask follow-ups to questions

---
 .../message-sources/message-sources.test.tsx  | 53 +++++++++-----
 .../message-sources/message-sources.tsx       | 70 +++++++++----------
 .../message-content/message-content.tsx       | 17 +++--
 apps/sim/lib/copilot/chat/ask-mode.ts         |  1 +
 4 files changed, 83 insertions(+), 58 deletions(-)

diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.test.tsx
index dcadb11d493..080eb4bd4c1 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.test.tsx
@@ -26,8 +26,22 @@ function mount(ui: React.ReactNode) {
   act(() => root?.render(ui))
 }
 
-function chips(): HTMLAnchorElement[] {
-  return Array.from(container?.querySelectorAll('a') ?? [])
+function trigger(): HTMLButtonElement {
+  const node = container?.querySelector('button')
+  if (!node) throw new Error('Sources button did not render')
+  return node
+}
+
+/** Opens the popover the way a pointer does — Radix opens on `pointerdown` then `click`. */
+function open() {
+  act(() => {
+    trigger().dispatchEvent(new MouseEvent('pointerdown', { bubbles: true, button: 0 }))
+    trigger().dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
+  })
+}
+
+function links(): HTMLAnchorElement[] {
+  return Array.from(document.querySelectorAll<HTMLAnchorElement>('a[data-source-link]'))
 }
 
 afterEach(() => {
@@ -38,44 +52,51 @@ afterEach(() => {
 })
 
 describe('MessageSources', () => {
-  it('renders one chip per source with the site name or hostname as its label', () => {
+  it('renders one counted button and lists every source once opened', () => {
     mount(
       <MessageSources
         sources={[
-          { url: 'https://docs.github.com/en/a', siteName: 'GitHub Docs' },
+          { url: 'https://docs.github.com/en/a', siteName: 'GitHub Docs', title: 'Docs A' },
           { url: 'https://www.example.com/page' },
         ]}
       />
     )
 
-    expect(chips().map((chip) => chip.textContent)).toEqual(['GitHub Docs', 'example.com'])
-    expect(chips().map((chip) => chip.getAttribute('href'))).toEqual([
+    expect(trigger().getAttribute('aria-label')).toBe('2 sources')
+    expect(trigger().textContent).toBe('2')
+    expect(links()).toHaveLength(0)
+
+    open()
+
+    expect(links().map((link) => link.textContent)).toEqual(['Docs A', 'example.com'])
+    expect(links().map((link) => link.getAttribute('href'))).toEqual([
       'https://docs.github.com/en/a',
       'https://www.example.com/page',
     ])
-    expect(chips()[0].getAttribute('target')).toBe('_blank')
-    expect(chips()[0].className).toContain('rounded-full')
+    expect(links()[0].getAttribute('target')).toBe('_blank')
   })
 
   it('shows the connector brand mark when the source names a connector, else the favicon', () => {
     mount(
       <MessageSources
         sources={[
-          { url: 'https://wiki.example.com/p', connectorType: 'confluence', title: 'Page' },
-          { url: 'https://docs.github.com/en/a', siteName: 'GitHub Docs' },
+          { url: 'https://x.atlassian.net/wiki/p', connectorType: 'confluence', title: 'Wiki' },
+          { url: 'https://docs.github.com/en/a', title: 'Docs' },
         ]}
       />
     )
+    open()
 
-    const [connector, favicon] = chips()
-    expect(connector.querySelector('svg[data-brand="confluence"]')).not.toBeNull()
-    expect(connector.querySelector('img')).toBeNull()
-    expect(favicon.querySelector('img')?.getAttribute('src')).toContain('docs.github.com')
+    const rows = Array.from(document.querySelectorAll('[data-source-link]')).map(
+      (link) => link.parentElement as HTMLElement
+    )
+    expect(rows[0].querySelector('svg[data-brand="confluence"]')).not.toBeNull()
+    expect(rows[0].querySelector('img')).toBeNull()
+    expect(rows[1].querySelector('img')?.getAttribute('src')).toContain('docs.github.com')
   })
 
   it('renders nothing without sources', () => {
     mount(<MessageSources sources={[]} />)
-
-    expect(container?.childElementCount).toBe(0)
+    expect(container?.querySelector('button')).toBeNull()
   })
 })
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.tsx
index c386c203f0e..3d5cc16a1bb 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.tsx
@@ -1,53 +1,53 @@
 'use client'
 
-import { cn } from '@sim/emcn'
+import { Popover, PopoverContent, PopoverTrigger, Tooltip } from '@sim/emcn'
+import { BookOpen } from '@sim/emcn/icons'
 import { SourceCard } from '@/app/workspace/[workspaceId]/home/components/message-content/components/source-card'
-import { SourceChip } from '@/app/workspace/[workspaceId]/home/components/message-content/components/source-chip'
 import type { SourceTagData } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
 
-/**
- * Right-edge fade so an overflowing strip reads as scrollable rather than cut.
- * The strip's trailing padding matches the fade width, so the last chip scrolls
- * fully clear of it.
- */
-const STRIP_FADE_CLASSES =
-  'pr-10 [-webkit-mask-image:linear-gradient(to_right,black_calc(100%_-_40px),transparent)] [mask-image:linear-gradient(to_right,black_calc(100%_-_40px),transparent)]'
+/** The action-row button, matching the copy and vote buttons beside it with room for a count. */
+const BUTTON_CLASSES =
+  'flex h-[26px] items-center gap-1 rounded-[6px] px-1.5 text-[var(--text-icon)] text-caption transition-colors hover-hover:bg-[var(--surface-hover)] focus-visible:outline-none data-[state=open]:bg-[var(--surface-hover)]'
 
 interface MessageSourcesProps {
   sources: readonly SourceTagData[]
 }
 
 /**
- * Footer listing every document a reply cited, once each. Sources that carry
- * a title — a search answer — are laid out as one dense row per document, the
- * prose above having already cited each claim inline; otherwise one
- * horizontally scrolling row of {@link SourceChip}s that fades out at the
- * right edge instead of wrapping, so a long list stays a single quiet line
- * under the answer.
+ * The documents a reply cited, once each, behind one button in the reply's
+ * action row: the prose already cites each claim inline, so the full list is
+ * there for whoever wants it without a second block under the answer. Opens a
+ * popover of one dense row per document.
  */
 export function MessageSources({ sources }: MessageSourcesProps) {
   if (sources.length === 0) return null
-
-  if (sources.some((source) => source.snippet)) {
-    return (
-      <div className='flex flex-col'>
-        {sources.map((source) => (
-          <SourceCard key={source.url} source={source} dense />
-        ))}
-      </div>
-    )
-  }
+  const label = `${sources.length} ${sources.length === 1 ? 'source' : 'sources'}`
 
   return (
-    <div
-      className={cn(
-        'flex gap-1.5 overflow-x-auto [scrollbar-width:none] [&::-webkit-scrollbar]:hidden',
-        STRIP_FADE_CLASSES
-      )}
-    >
-      {sources.map((source) => (
-        <SourceChip key={source.url} source={source} />
-      ))}
-    </div>
+    <Popover>
+      <Tooltip.Root>
+        <Tooltip.Trigger asChild>
+          <PopoverTrigger asChild>
+            <button type='button' aria-label={label} className={BUTTON_CLASSES}>
+              <BookOpen className='size-[14px]' />
+              <span>{sources.length}</span>
+            </button>
+          </PopoverTrigger>
+        </Tooltip.Trigger>
+        <Tooltip.Content side='top'>{label}</Tooltip.Content>
+      </Tooltip.Root>
+      <PopoverContent
+        align='start'
+        side='top'
+        sideOffset={4}
+        className='w-[420px] max-w-[90vw] p-0'
+      >
+        <div className='flex flex-col py-1'>
+          {sources.map((source) => (
+            <SourceCard key={source.url} source={source} dense />
+          ))}
+        </div>
+      </PopoverContent>
+    </Popover>
   )
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
index 19ca71fc900..b903e8c2f10 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
@@ -958,6 +958,14 @@ function MessageContentInner({
       trailingPendingTag ||
       (isStreamIdle && !trailingStreamActivity && !hasExecutingTool))
 
+  /** The action buttons and, when the reply cited documents, the sources button beside them. */
+  const actionsRow = (
+    <div className='flex items-center gap-0.5'>
+      {actions}
+      {sources.length > 0 && <MessageSources sources={sources} />}
+    </div>
+  )
+
   return (
     <div>
       <div className='space-y-[10px]'>
@@ -1027,11 +1035,6 @@ function MessageContentInner({
               return null
           }
         })}
-        {sources.length > 0 && (
-          <div className={isStreaming ? 'animate-stream-fade-in' : undefined}>
-            <MessageSources sources={sources} />
-          </div>
-        )}
       </div>
       {thinkingExpanded && isLast ? (
         // Fixed-height placeholder for the NEXT piece of output: the shimmer
@@ -1060,10 +1063,10 @@ function MessageContentInner({
             <CircleStop className='size-[16px] flex-shrink-0 text-[var(--text-icon)]' />
             <span className='text-[14px] text-[var(--text-body)]'>Stopped by user</span>
           </div>
-          {actions && <div className='mt-[10px]'>{actions}</div>}
+          {actions && <div className='mt-[10px]'>{actionsRow}</div>}
         </>
       ) : (
-        actions && <div className={TAIL_REGION_CLASSES}>{actions}</div>
+        actions && <div className={TAIL_REGION_CLASSES}>{actionsRow}</div>
       )}
     </div>
   )
diff --git a/apps/sim/lib/copilot/chat/ask-mode.ts b/apps/sim/lib/copilot/chat/ask-mode.ts
index e0cc25b88ae..0c54bd90027 100644
--- a/apps/sim/lib/copilot/chat/ask-mode.ts
+++ b/apps/sim/lib/copilot/chat/ask-mode.ts
@@ -25,6 +25,7 @@ export const ASK_MODE_AGENT_CONTEXT: AskModeAgentContext = {
     "- Do not use integrations, workflows, tables, files, or the browser. Integration tools are unavailable on this turn. When the question needs live data that is not indexed (today's inbox, a calendar), say that Ask answers from indexed content and suggest Build.",
     '- Cite every claim with a `<source>` tag exactly as the knowledge tool describes. When nothing relevant is found, say so plainly instead of guessing.',
     '- Keep the answer short: lead with the answer, then the supporting points.',
+    '- Suggested follow-ups, when you offer them, are questions the attached sources can answer. Never suggest building, running, or automating anything.',
   ].join('\n'),
 }
 

From 108356dd2329cfe2959de1670f305f16340ecf0f Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 12:34:48 -0700
Subject: [PATCH 64/76] feat(chat): let the agent use the person's own
 Credential Group credentials, and keep integrations on Ask turns for
 questions knowledge cannot answer

---
 .../executor/utils/credential-token.test.ts   | 58 ++++++++++++++++--
 apps/sim/executor/utils/credential-token.ts   | 30 ++++++++--
 .../copilot/auth/application-delegation.ts    |  8 ++-
 apps/sim/lib/copilot/chat/ask-mode.ts         |  9 ++-
 apps/sim/lib/copilot/chat/payload.ts          |  6 +-
 .../copilot/tool-executor/executor.test.ts    | 21 -------
 .../sim/lib/copilot/tool-executor/executor.ts | 14 -----
 apps/sim/lib/copilot/vfs/serializers.ts       |  9 ++-
 apps/sim/lib/copilot/vfs/workspace-vfs.ts     |  8 ++-
 .../application/authorization.test.ts         | 48 +++++++++++++--
 .../application/authorization.ts              | 44 ++++++++++++++
 .../workflow-access-policy.test.ts            | 16 +++++
 .../application/workflow-access-policy.ts     | 24 ++++++++
 .../copilot-managed-oauth-delegation.test.ts  | 39 ++++++++++++
 .../copilot-managed-oauth-delegation.ts       | 28 +++++++++
 .../lib/credentials/application/operations.ts |  2 +-
 apps/sim/lib/credentials/environment.ts       | 60 ++++++++++++++++++-
 .../credential-visibility.server.ts           |  2 +-
 apps/sim/lib/oauth/token-resolution.ts        | 19 +++---
 apps/sim/tools/index.ts                       |  3 +
 20 files changed, 371 insertions(+), 77 deletions(-)
 create mode 100644 apps/sim/lib/credentials/application/copilot-managed-oauth-delegation.test.ts
 create mode 100644 apps/sim/lib/credentials/application/copilot-managed-oauth-delegation.ts

diff --git a/apps/sim/executor/utils/credential-token.test.ts b/apps/sim/executor/utils/credential-token.test.ts
index c4a7d64b160..8c5b867fc26 100644
--- a/apps/sim/executor/utils/credential-token.test.ts
+++ b/apps/sim/executor/utils/credential-token.test.ts
@@ -4,12 +4,19 @@
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 import type { ExecutorDelegationOrigin } from '@/executor/types'
 
-const { mockBindExecutorManagedOAuthDelegation, mockResolveCredentialAccessToken } = vi.hoisted(
-  () => ({
-    mockBindExecutorManagedOAuthDelegation: vi.fn(),
-    mockResolveCredentialAccessToken: vi.fn(),
-  })
-)
+const {
+  mockBindExecutorManagedOAuthDelegation,
+  mockCreateCopilotManagedOAuthPrincipal,
+  mockResolveCredentialAccessToken,
+} = vi.hoisted(() => ({
+  mockBindExecutorManagedOAuthDelegation: vi.fn(),
+  mockCreateCopilotManagedOAuthPrincipal: vi.fn(),
+  mockResolveCredentialAccessToken: vi.fn(),
+}))
+
+vi.mock('@/lib/credentials/application/copilot-managed-oauth-delegation', () => ({
+  createCopilotManagedOAuthPrincipal: mockCreateCopilotManagedOAuthPrincipal,
+}))
 
 vi.mock('@/lib/oauth/token-resolution', () => ({
   resolveCredentialAccessToken: mockResolveCredentialAccessToken,
@@ -94,6 +101,45 @@ describe('resolveExecutorCredentialToken', () => {
     expect(mockBindExecutorManagedOAuthDelegation).toHaveBeenCalledWith(ORIGIN, 'managed-1')
   })
 
+  it('proves a Chat turn through the copilot principal when there is no workflow run', async () => {
+    mockCreateCopilotManagedOAuthPrincipal.mockReturnValue({ kind: 'delegated' })
+    const copilotExecutionContext = {
+      userId: 'user-1',
+      workspaceId: 'ws-1',
+      chatId: 'chat-1',
+      toolCallId: 'call-1',
+      copilotToolExecution: true as const,
+    }
+
+    await resolveExecutorCredentialToken({
+      requestId: 'req-1',
+      credentialId: 'cred-1',
+      userId: 'user-1',
+      copilotExecutionContext,
+    })
+
+    const input = mockResolveCredentialAccessToken.mock.calls[0][0]
+    await input.resolveManagedPrincipal('managed-1')
+    expect(mockCreateCopilotManagedOAuthPrincipal).toHaveBeenCalledWith(
+      copilotExecutionContext,
+      'managed-1'
+    )
+    expect(mockBindExecutorManagedOAuthDelegation).not.toHaveBeenCalled()
+  })
+
+  it('leaves managed credentials unproven for a context that is not a trusted Chat call', async () => {
+    await resolveExecutorCredentialToken({
+      requestId: 'req-1',
+      credentialId: 'cred-1',
+      userId: 'user-1',
+      copilotExecutionContext: { userId: 'user-1', workspaceId: 'ws-1' },
+    })
+
+    expect(
+      mockResolveCredentialAccessToken.mock.calls[0][0].resolveManagedPrincipal
+    ).toBeUndefined()
+  })
+
   it('fails before dispatch when the origin lacks current workflow authority', async () => {
     await expect(
       resolveExecutorCredentialToken({
diff --git a/apps/sim/executor/utils/credential-token.ts b/apps/sim/executor/utils/credential-token.ts
index 6f02767477d..70fc8a9a69d 100644
--- a/apps/sim/executor/utils/credential-token.ts
+++ b/apps/sim/executor/utils/credential-token.ts
@@ -1,5 +1,7 @@
 import { createLogger } from '@sim/logger'
 import { AuthType } from '@/lib/auth/hybrid'
+import type { CopilotExecutionContext } from '@/lib/copilot/auth/application-delegation'
+import { createCopilotManagedOAuthPrincipal } from '@/lib/credentials/application/copilot-managed-oauth-delegation'
 import { bindExecutorManagedOAuthDelegation } from '@/lib/credentials/application/managed-oauth-delegation'
 import {
   type CredentialTokenPayload,
@@ -24,6 +26,11 @@ export interface ResolveExecutorCredentialTokenParams {
   enforceCredentialAccess?: boolean
   /** Proves managed-credential delegations in-process when the run carries one. */
   executorDelegationOrigin?: ExecutorDelegationOrigin
+  /**
+   * The trusted Chat tool call this token is for, when there is no workflow
+   * run: it proves the signed-in user's own Credential Group credential.
+   */
+  copilotExecutionContext?: CopilotExecutionContext
 }
 
 /**
@@ -36,12 +43,28 @@ export interface ResolveExecutorCredentialTokenParams {
 export async function resolveExecutorCredentialToken(
   params: ResolveExecutorCredentialTokenParams
 ): Promise<CredentialTokenPayload> {
-  const { requestId, credentialId, userId, workflowId, toolId, executorDelegationOrigin } = params
+  const {
+    requestId,
+    credentialId,
+    userId,
+    workflowId,
+    toolId,
+    executorDelegationOrigin,
+    copilotExecutionContext,
+  } = params
 
   if (executorDelegationOrigin && !executorDelegationOrigin.currentWorkflow) {
     throw new Error('Managed credential delegation is missing current workflow authority')
   }
 
+  const resolveManagedPrincipal = executorDelegationOrigin
+    ? (managedCredentialId: string) =>
+        bindExecutorManagedOAuthDelegation(executorDelegationOrigin, managedCredentialId)
+    : copilotExecutionContext?.copilotToolExecution
+      ? async (managedCredentialId: string) =>
+          createCopilotManagedOAuthPrincipal(copilotExecutionContext, managedCredentialId)
+      : undefined
+
   const result = await resolveCredentialAccessToken({
     requestId,
     credentialId,
@@ -55,10 +78,7 @@ export async function resolveExecutorCredentialToken(
       userId,
       authType: AuthType.INTERNAL_JWT,
     }),
-    resolveManagedPrincipal: executorDelegationOrigin
-      ? (managedCredentialId: string) =>
-          bindExecutorManagedOAuthDelegation(executorDelegationOrigin, managedCredentialId)
-      : undefined,
+    resolveManagedPrincipal,
   })
 
   if (!result.ok) {
diff --git a/apps/sim/lib/copilot/auth/application-delegation.ts b/apps/sim/lib/copilot/auth/application-delegation.ts
index 4a779e0a021..e320ab71778 100644
--- a/apps/sim/lib/copilot/auth/application-delegation.ts
+++ b/apps/sim/lib/copilot/auth/application-delegation.ts
@@ -34,7 +34,7 @@ export class InteractiveCopilotExecutionRequiredError extends Error {
 
 export type CopilotResourceScope = Pick<
   NonNullable<DelegatedPrincipal['resourceScope']>,
-  'fileId' | 'tableId'
+  'fileId' | 'tableId' | 'credentialId'
 >
 
 export interface CopilotDelegationConfiguration {
@@ -125,11 +125,17 @@ export function createTrustedCopilotPrincipal(
   if (options.resourceScope?.tableId !== undefined) {
     requireNonEmpty(options.resourceScope.tableId, 'a valid table scope')
   }
+  if (options.resourceScope?.credentialId !== undefined) {
+    requireNonEmpty(options.resourceScope.credentialId, 'a valid credential scope')
+  }
 
   const issuedAt = new Date()
   const resourceScope = Object.freeze({
     ...(options.resourceScope?.fileId ? { fileId: options.resourceScope.fileId } : {}),
     ...(options.resourceScope?.tableId ? { tableId: options.resourceScope.tableId } : {}),
+    ...(options.resourceScope?.credentialId
+      ? { credentialId: options.resourceScope.credentialId }
+      : {}),
     ...(input.chatId ? { chatId: input.chatId } : {}),
     ...(input.executionId ? { executionId: input.executionId } : {}),
   })
diff --git a/apps/sim/lib/copilot/chat/ask-mode.ts b/apps/sim/lib/copilot/chat/ask-mode.ts
index 0c54bd90027..d21d3cb6b61 100644
--- a/apps/sim/lib/copilot/chat/ask-mode.ts
+++ b/apps/sim/lib/copilot/chat/ask-mode.ts
@@ -11,9 +11,8 @@ export const ASK_REQUEST_MODE = 'ask'
 /**
  * The instructions an Ask turn carries. Rendered by the agent as an active
  * skill for the turn, alongside the knowledge bases the composer attached, so
- * the model searches them and answers with citations instead of reaching for
- * a connected service. The executor refuses integration tools on the turn as
- * well; this is what tells the model up front.
+ * the model searches them first and answers with citations, reaching a
+ * connected service only when the indexed sources cannot answer.
  */
 export const ASK_MODE_AGENT_CONTEXT: AskModeAgentContext = {
   type: 'skill',
@@ -21,8 +20,8 @@ export const ASK_MODE_AGENT_CONTEXT: AskModeAgentContext = {
   content: [
     'The person chose Ask: they want an answer drawn from their connected sources, not an action.',
     '',
-    '- Answer only from the knowledge bases attached to this message. Search them with the knowledge tool `query` operation, and search again with other phrasings when the first pass returns little. Do not read a base or its metadata first; search.',
-    "- Do not use integrations, workflows, tables, files, or the browser. Integration tools are unavailable on this turn. When the question needs live data that is not indexed (today's inbox, a calendar), say that Ask answers from indexed content and suggest Build.",
+    '- Answer from the knowledge bases attached to this message first. Search them with the knowledge tool `query` operation, and search again with other phrasings when the first pass returns little. Do not read a base or its metadata first; search.',
+    "- Reach for a connected integration only when the indexed sources cannot answer: live or very recent data (today's inbox, a calendar), or an action the person asked for outright. Say which service you used. Never build, run, or schedule anything on an Ask turn.",
     '- Cite every claim with a `<source>` tag exactly as the knowledge tool describes. When nothing relevant is found, say so plainly instead of guessing.',
     '- Keep the answer short: lead with the answer, then the supporting points.',
     '- Suggested follow-ups, when you offer them, are questions the attached sources can answer. Never suggest building, running, or automating anything.',
diff --git a/apps/sim/lib/copilot/chat/payload.ts b/apps/sim/lib/copilot/chat/payload.ts
index 795cc1f7f36..cec2b962bfe 100644
--- a/apps/sim/lib/copilot/chat/payload.ts
+++ b/apps/sim/lib/copilot/chat/payload.ts
@@ -412,8 +412,10 @@ export async function buildCopilotRequestPayload(
   const payloadLogger = logger.withMetadata({ messageId: userMessageId })
 
   // "superagent" is a legacy wire value for Direct Action mode; both modes
-  // execute connected-service operations through the main-agent gateway.
-  if (effectiveMode === 'build' || effectiveMode === 'superagent') {
+  // execute connected-service operations through the main-agent gateway. An
+  // Ask turn keeps them too: it answers from knowledge first and reaches a
+  // connected service only when the indexed sources cannot answer.
+  if (effectiveMode === 'build' || effectiveMode === 'superagent' || effectiveMode === 'ask') {
     integrationTools = await buildIntegrationToolSchemas(
       userId,
       userMessageId,
diff --git a/apps/sim/lib/copilot/tool-executor/executor.test.ts b/apps/sim/lib/copilot/tool-executor/executor.test.ts
index 317f275618c..47411cefe67 100644
--- a/apps/sim/lib/copilot/tool-executor/executor.test.ts
+++ b/apps/sim/lib/copilot/tool-executor/executor.test.ts
@@ -151,27 +151,6 @@ describe('copilot tool executor fallback', () => {
     expect(result).toEqual({ success: true, output: { emails: [] } })
   })
 
-  it('refuses integration tools on an Ask turn without dispatching them', async () => {
-    isKnownTool.mockReturnValue(false)
-    isSimExecuted.mockReturnValue(false)
-
-    const result = await executeTool(
-      'gmail_read',
-      { maxResults: 10 },
-      {
-        userId: 'user-1',
-        workflowId: '',
-        workspaceId: 'ws-1',
-        chatId: 'chat-1',
-        requestMode: 'ask',
-      }
-    )
-
-    expect(executeAppTool).not.toHaveBeenCalled()
-    expect(result.success).toBe(false)
-    expect(result.error).toContain('Ask mode')
-  })
-
   it('forwards trusted authority and cancellation to dynamic custom tools', async () => {
     isKnownTool.mockReturnValue(false)
     isSimExecuted.mockReturnValue(false)
diff --git a/apps/sim/lib/copilot/tool-executor/executor.ts b/apps/sim/lib/copilot/tool-executor/executor.ts
index f8c7f50954b..a39e14880b9 100644
--- a/apps/sim/lib/copilot/tool-executor/executor.ts
+++ b/apps/sim/lib/copilot/tool-executor/executor.ts
@@ -1,7 +1,6 @@
 import { createLogger } from '@sim/logger'
 import { type PermissionType, permissionSatisfies } from '@sim/platform-authz/workspace'
 import { toError } from '@sim/utils/errors'
-import { ASK_REQUEST_MODE } from '@/lib/copilot/chat/ask-mode'
 import { projectToolErrorMessageForCopilot } from '@/lib/copilot/request/tools/resolved-secret-result'
 import { DEFAULT_EXECUTION_TIMEOUT_MS } from '@/lib/execution/constants'
 import { recordSecretUsage } from '@/lib/secrets/usage/record'
@@ -34,10 +33,6 @@ export function clearHandlers(): void {
   handlerRegistry.clear()
 }
 
-/** An Ask turn answers from the attached knowledge bases; the agent reaches no connected service. */
-const ASK_MODE_INTEGRATION_REFUSAL =
-  'Integration tools are not available in Ask mode. Answer from the attached knowledge bases with the knowledge tool (query operation), cite each source, and say so when nothing relevant is found.'
-
 export async function executeTool(
   toolId: string,
   params: Record<string, unknown>,
@@ -78,15 +73,6 @@ export async function executeTool(
 
   const normalizedParams = normalizeToolParams(toolId, params, context)
 
-  /**
-   * An Ask turn reaches only Sim-executed server tools. An integration call and
-   * a headless workflow run are both actions on a connected service or the
-   * workspace, which an answer drawn from the knowledge bases never takes.
-   */
-  if (context.requestMode === ASK_REQUEST_MODE && !(isKnownTool(toolId) && isSimExecuted(toolId))) {
-    return { success: false, error: ASK_MODE_INTEGRATION_REFUSAL }
-  }
-
   const canUseRegisteredHandler =
     isKnownTool(toolId) && (isSimExecuted(toolId) || usesHeadlessClientFallback)
   if (!canUseRegisteredHandler) {
diff --git a/apps/sim/lib/copilot/vfs/serializers.ts b/apps/sim/lib/copilot/vfs/serializers.ts
index 647684e7e78..cf555ba62a1 100644
--- a/apps/sim/lib/copilot/vfs/serializers.ts
+++ b/apps/sim/lib/copilot/vfs/serializers.ts
@@ -769,8 +769,12 @@ export function serializeCredentials(
     description?: string | null
     role?: string | null
     scope: string | null
-    /** 'service_account' for a shared app credential; omitted/undefined for a personal OAuth connection. */
-    credentialType?: 'oauth' | 'service_account'
+    /**
+     * 'service_account' for a shared app credential, 'managed_oauth' for a
+     * Credential Group credential the person holds through their enrollment;
+     * omitted/undefined for a personal OAuth connection.
+     */
+    credentialType?: 'oauth' | 'service_account' | 'managed_oauth'
     createdAt: Date
   }>
 ): string {
@@ -783,6 +787,7 @@ export function serializeCredentials(
       role: a.role || undefined,
       scope: a.scope || undefined,
       // 'oauth' (personal connection) vs 'service_account' (shared app
+      // credential) vs 'managed_oauth' (the person's own Credential Group
       // credential) — they reconnect differently, so the agent must branch on
       // this. Env-var credentials carry no type.
       type: a.credentialType,
diff --git a/apps/sim/lib/copilot/vfs/workspace-vfs.ts b/apps/sim/lib/copilot/vfs/workspace-vfs.ts
index 5e2d841568d..eec6cca7c2a 100644
--- a/apps/sim/lib/copilot/vfs/workspace-vfs.ts
+++ b/apps/sim/lib/copilot/vfs/workspace-vfs.ts
@@ -120,6 +120,7 @@ import { listCredentialGroups } from '@/lib/credential-groups/service'
 import {
   getAccessibleEnvCredentials,
   getAccessibleOAuthCredentials,
+  getEnrolledManagedOAuthCredentials,
 } from '@/lib/credentials/environment'
 import { getPersonalAndWorkspaceEnv } from '@/lib/environment/utils'
 import { BINARY_DOC_TASKS, MAX_DOCUMENT_PREVIEW_CODE_BYTES } from '@/lib/execution/constants'
@@ -3174,7 +3175,12 @@ export class WorkspaceVFS {
       const [envCredentials, oauthCredentials, apiKeyRows, envData, permissionConfig] =
         await Promise.all([
           getAccessibleEnvCredentials(workspaceId, userId, { isWorkspaceAdmin }),
-          getAccessibleOAuthCredentials(workspaceId, userId, { isWorkspaceAdmin }),
+          getAccessibleOAuthCredentials(workspaceId, userId, { isWorkspaceAdmin }).then(
+            async (accessible) => [
+              ...accessible,
+              ...(await getEnrolledManagedOAuthCredentials(workspaceId, userId)),
+            ]
+          ),
           listApiKeys(workspaceId),
           getPersonalAndWorkspaceEnv(userId, workspaceId),
           permissionConfigPromise,
diff --git a/apps/sim/lib/credential-groups/application/authorization.test.ts b/apps/sim/lib/credential-groups/application/authorization.test.ts
index fec8b1a7bbb..cc9a0833452 100644
--- a/apps/sim/lib/credential-groups/application/authorization.test.ts
+++ b/apps/sim/lib/credential-groups/application/authorization.test.ts
@@ -2,7 +2,7 @@
  * @vitest-environment node
  */
 
-import type { WorkflowExecutionDelegatedPrincipal } from '@sim/auth/principal'
+import type { DelegatedPrincipal, WorkflowExecutionDelegatedPrincipal } from '@sim/auth/principal'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 import { compileCredentialGroupWorkflowAccessPolicy } from '@/lib/credential-groups/application/workflow-access-policy'
 import { credentialOperations } from '@/lib/credentials/application/operations'
@@ -82,10 +82,21 @@ function executorPrincipal(): WorkflowExecutionDelegatedPrincipal {
   }
 }
 
-function requireAccess(
-  principal: WorkflowExecutionDelegatedPrincipal,
-  accessContext = context
-): Promise<void> {
+function copilotPrincipal(subjectUserId: string | null = 'user-1'): DelegatedPrincipal {
+  return {
+    kind: 'delegated',
+    serviceId: 'copilot',
+    ...(subjectUserId ? { subjectUserId } : {}),
+    workspaceId: 'workspace-1',
+    delegationId: 'copilot-tool:call-1',
+    audience: 'sim:managed-oauth-credentials',
+    issuedAt: new Date(Date.now() - 1_000),
+    expiresAt: new Date(Date.now() + 60_000),
+    resourceScope: { credentialId: 'credential-1', chatId: 'chat-1' },
+  }
+}
+
+function requireAccess(principal: DelegatedPrincipal, accessContext = context): Promise<void> {
   return requireCredentialGroupCredentialAccess(
     principal,
     accessContext,
@@ -103,6 +114,33 @@ describe('requireCredentialGroupCredentialAccess', () => {
     })
   })
 
+  it("allows a Chat turn to use only the credential under the signed-in user's own enrollment", async () => {
+    await expect(requireAccess(copilotPrincipal())).resolves.toBeUndefined()
+    expect(mocks.loadEnrollmentAccess).toHaveBeenCalledWith('group-1', {
+      kind: 'sim_user',
+      userId: 'user-1',
+    })
+
+    await expect(
+      requireAccess(copilotPrincipal(), { ...context, credentialGroupEnrollmentId: 'enrollment-2' })
+    ).rejects.toMatchObject({ code: 'forbidden' })
+  })
+
+  it('denies a Chat turn whose user holds no live enrollment, even for an allowlisted workflow', async () => {
+    mocks.requirePolicy.mockResolvedValue(storedPolicy(['workflow-1']))
+    mocks.loadEnrollmentAccess.mockResolvedValue(null)
+
+    await expect(requireAccess(copilotPrincipal())).rejects.toMatchObject({ code: 'forbidden' })
+  })
+
+  it('denies a Chat turn with no Sim user subject before reading anything', async () => {
+    await expect(requireAccess(copilotPrincipal(null))).rejects.toMatchObject({
+      code: 'forbidden',
+    })
+    expect(mocks.requirePolicy).not.toHaveBeenCalled()
+    expect(mocks.loadEnrollmentAccess).not.toHaveBeenCalled()
+  })
+
   it('allows an external actor to use only their own enrollment', async () => {
     const principal = executorPrincipal()
 
diff --git a/apps/sim/lib/credential-groups/application/authorization.ts b/apps/sim/lib/credential-groups/application/authorization.ts
index 13cc444e606..f50ddc066f7 100644
--- a/apps/sim/lib/credential-groups/application/authorization.ts
+++ b/apps/sim/lib/credential-groups/application/authorization.ts
@@ -12,6 +12,7 @@ import type {
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import {
   credentialGroupWorkflowAccessPolicyCodec,
+  evaluateCredentialGroupActorCredentialAccess,
   evaluateCredentialGroupWorkflowAccess,
 } from '@/lib/credential-groups/application/workflow-access-policy'
 import type { CredentialGroupCredentialListContext } from '@/lib/credential-groups/credentials'
@@ -83,11 +84,54 @@ export function requireCredentialGroupWorkflowActor(principal: Principal): Princ
   return requireConsistentWorkflowSubject(principal, requireWorkflowExecutionPrincipal(principal))
 }
 
+/**
+ * Authorizes a person using their own Credential Group credential from Chat.
+ * The copilot delegation names the signed-in user and no workflow, so only the
+ * actor statement is evaluated: the credential must be the one collected under
+ * that user's own live enrollment. Nothing the model passes can widen this;
+ * the acting user is the delegation's subject, not a tool argument.
+ */
+async function requireCredentialGroupActorCredentialAccess(
+  principal: Extract<Principal, { kind: 'delegated' }>,
+  context: CredentialGroupAuthorizationContext & { credentialGroupEnrollmentId: string },
+  resourcePolicy: ResourcePolicyBindingFor<'credential_group'>
+): Promise<void> {
+  const subject = resolvePrincipalSubject(principal)
+  if (subject?.kind !== 'sim_user' || !subject.userId) {
+    throw new OrchestrationError('forbidden', 'Credential Group actor access required')
+  }
+  const [policy, actorAccess] = await Promise.all([
+    requireResourcePolicy({
+      workspaceId: context.workspaceId,
+      resourceType: 'credential_group',
+      resourceId: context.credentialGroupId,
+      codec: credentialGroupWorkflowAccessPolicyCodec,
+    }),
+    loadCredentialGroupEnrollmentAccessForSubject(context.credentialGroupId, subject),
+  ])
+  if (!actorAccess) {
+    throw new OrchestrationError('forbidden', 'Credential Group credential access denied')
+  }
+  const decision = evaluateCredentialGroupActorCredentialAccess({
+    document: policy.document,
+    credentialGroupId: context.credentialGroupId,
+    selectedEnrollmentId: context.credentialGroupEnrollmentId,
+    actorEnrollmentId: actorAccess.enrollmentId,
+    resourcePolicy,
+  })
+  if (decision.decision !== 'allow') {
+    throw new OrchestrationError('forbidden', 'Credential Group credential access denied')
+  }
+}
+
 export async function requireCredentialGroupCredentialAccess(
   principal: Principal,
   context: CredentialGroupAuthorizationContext & { credentialGroupEnrollmentId: string },
   resourcePolicy: ResourcePolicyBindingFor<'credential_group'>
 ): Promise<void> {
+  if (principal.kind === 'delegated' && principal.serviceId === 'copilot') {
+    return requireCredentialGroupActorCredentialAccess(principal, context, resourcePolicy)
+  }
   const executionPrincipal = requireWorkflowExecutionPrincipal(principal)
   const currentWorkflow = requireCurrentWorkflow(principal)
   const subject = requireConsistentWorkflowSubject(principal, executionPrincipal)
diff --git a/apps/sim/lib/credential-groups/application/workflow-access-policy.test.ts b/apps/sim/lib/credential-groups/application/workflow-access-policy.test.ts
index 4c151b17c39..4d2b5b08866 100644
--- a/apps/sim/lib/credential-groups/application/workflow-access-policy.test.ts
+++ b/apps/sim/lib/credential-groups/application/workflow-access-policy.test.ts
@@ -8,6 +8,7 @@ import {
   credentialGroupWorkflowAccessPolicyCodec,
   decodeCredentialGroupKnowledgeConnectorAccess,
   decodeCredentialGroupWorkflowAccessPolicy,
+  evaluateCredentialGroupActorCredentialAccess,
   evaluateCredentialGroupKnowledgeConnectorAccess,
   evaluateCredentialGroupWorkflowAccess,
   requireDefaultCredentialGroupWorkflowAccessPolicy,
@@ -434,6 +435,21 @@ describe('Credential Group workflow access policy', () => {
     ).toThrow('non-default')
   })
 
+  it("evaluates the actor statement alone when there is no workflow, granting only the actor's own credential", () => {
+    const document = policy(['workflow-1'])
+    const evaluate = (selectedEnrollmentId: string) =>
+      evaluateCredentialGroupActorCredentialAccess({
+        document,
+        credentialGroupId: GROUP_ID,
+        selectedEnrollmentId,
+        actorEnrollmentId: 'enrollment-1',
+        resourcePolicy: RESOURCE_POLICY,
+      }).decision
+
+    expect(evaluate('enrollment-1')).toBe('allow')
+    expect(evaluate('enrollment-2')).toBe('implicit_deny')
+  })
+
   it('evaluates actor ownership and deployed workflow access through registered statements', () => {
     const document = policy(['workflow-1'])
     expect(
diff --git a/apps/sim/lib/credential-groups/application/workflow-access-policy.ts b/apps/sim/lib/credential-groups/application/workflow-access-policy.ts
index 12fe8f8d34e..ff8a340ebac 100644
--- a/apps/sim/lib/credential-groups/application/workflow-access-policy.ts
+++ b/apps/sim/lib/credential-groups/application/workflow-access-policy.ts
@@ -480,6 +480,30 @@ export function evaluateCredentialGroupWorkflowAccess(input: {
   })
 }
 
+/**
+ * Decides whether the person acting on their own behalf, outside any workflow
+ * run, may use a credential: only the actor statement can match, and it grants
+ * exactly the credential collected under the actor's own enrollment. The
+ * workflow statements need a current workflow fact and never match here.
+ */
+export function evaluateCredentialGroupActorCredentialAccess(input: {
+  document: CredentialGroupWorkflowAccessPolicy
+  credentialGroupId: string
+  selectedEnrollmentId: string
+  actorEnrollmentId: string
+  resourcePolicy: ResourcePolicyBindingFor<'credential_group'>
+}): ResourcePolicyDecision {
+  const document = parseCanonicalDocument(input.document, input.credentialGroupId)
+  return evaluateResourcePolicy({
+    document,
+    action: input.resourcePolicy.action,
+    facts: {
+      credentialGroupActorEnrollmentId: input.actorEnrollmentId,
+      credentialGroupCredentialEnrollmentId: input.selectedEnrollmentId,
+    },
+  })
+}
+
 /**
  * Decides whether a knowledge connector may use a credential collected under
  * one option. There is no actor and no workflow: the connector is the principal
diff --git a/apps/sim/lib/credentials/application/copilot-managed-oauth-delegation.test.ts b/apps/sim/lib/credentials/application/copilot-managed-oauth-delegation.test.ts
new file mode 100644
index 00000000000..372d0fbe909
--- /dev/null
+++ b/apps/sim/lib/credentials/application/copilot-managed-oauth-delegation.test.ts
@@ -0,0 +1,39 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import { createCopilotManagedOAuthPrincipal } from '@/lib/credentials/application/copilot-managed-oauth-delegation'
+
+const trustedContext = {
+  userId: 'user-1',
+  workspaceId: 'workspace-1',
+  chatId: 'chat-1',
+  toolCallId: 'call-1',
+  copilotToolExecution: true as const,
+}
+
+describe('createCopilotManagedOAuthPrincipal', () => {
+  it('names the signed-in user, the managed-credential audience, and exactly one credential', () => {
+    const principal = createCopilotManagedOAuthPrincipal(trustedContext, 'credential-1')
+
+    expect(principal).toMatchObject({
+      kind: 'delegated',
+      serviceId: 'copilot',
+      subjectUserId: 'user-1',
+      workspaceId: 'workspace-1',
+      delegationId: 'copilot-tool:call-1',
+      audience: 'sim:managed-oauth-credentials',
+      resourceScope: { credentialId: 'credential-1', chatId: 'chat-1' },
+    })
+    expect(principal.expiresAt.getTime()).toBeGreaterThan(principal.issuedAt.getTime())
+  })
+
+  it('refuses a context the server did not classify as a Chat tool call', () => {
+    expect(() =>
+      createCopilotManagedOAuthPrincipal({ ...trustedContext, copilotToolExecution: false }, 'c-1')
+    ).toThrow('trusted Copilot execution context')
+    expect(() => createCopilotManagedOAuthPrincipal(undefined, 'c-1')).toThrow(
+      'Copilot execution context is required'
+    )
+  })
+})
diff --git a/apps/sim/lib/credentials/application/copilot-managed-oauth-delegation.ts b/apps/sim/lib/credentials/application/copilot-managed-oauth-delegation.ts
new file mode 100644
index 00000000000..4df285fca00
--- /dev/null
+++ b/apps/sim/lib/credentials/application/copilot-managed-oauth-delegation.ts
@@ -0,0 +1,28 @@
+import type { DelegatedPrincipal } from '@sim/auth/principal'
+import {
+  COPILOT_APPLICATION_DELEGATION_TTL_MS,
+  type CopilotExecutionContext,
+  createCopilotApplicationPrincipal,
+  requireTrustedCopilotExecutionContext,
+} from '@/lib/copilot/auth/application-delegation'
+import { MANAGED_OAUTH_DELEGATION_AUDIENCE } from '@/lib/credentials/application/authorization'
+
+/**
+ * The principal a Chat tool call presents for one managed credential: a copilot
+ * delegation naming the signed-in user, scoped to that credential, with no
+ * workflow. The credential-group authorization evaluates its actor statement
+ * against this subject, so the person can use the credential they collected
+ * under their own enrollment and nothing else.
+ */
+export function createCopilotManagedOAuthPrincipal(
+  context: CopilotExecutionContext | undefined,
+  credentialId: string
+): DelegatedPrincipal {
+  const trustedContext = requireTrustedCopilotExecutionContext(context)
+  return createCopilotApplicationPrincipal(trustedContext, {
+    audience: MANAGED_OAUTH_DELEGATION_AUDIENCE,
+    ttlMs: COPILOT_APPLICATION_DELEGATION_TTL_MS,
+    createDelegationId: (trusted) => `copilot-tool:${trusted.toolCallId}`,
+    resourceScope: { credentialId },
+  })
+}
diff --git a/apps/sim/lib/credentials/application/operations.ts b/apps/sim/lib/credentials/application/operations.ts
index c851eaac563..df3e52834c6 100644
--- a/apps/sim/lib/credentials/application/operations.ts
+++ b/apps/sim/lib/credentials/application/operations.ts
@@ -177,7 +177,7 @@ export const credentialOperations = {
     workspaceApiKey: 'deny',
     capability: 'integrations.manage',
     principalKinds: ['delegated'],
-    delegatedServices: ['executor'],
+    delegatedServices: ['executor', 'copilot'],
     resourcePolicy: {
       resourceType: 'credential_group',
       action: CREDENTIAL_GROUP_CREDENTIAL_USE_ACTION,
diff --git a/apps/sim/lib/credentials/environment.ts b/apps/sim/lib/credentials/environment.ts
index 9756c4659e7..c1a74677e12 100644
--- a/apps/sim/lib/credentials/environment.ts
+++ b/apps/sim/lib/credentials/environment.ts
@@ -1,8 +1,11 @@
 import { db } from '@sim/db'
 import {
   credential,
+  credentialGroup,
+  credentialGroupEnrollment,
   credentialMember,
   permissions,
+  user,
   workspace,
   workspaceEnvironment,
 } from '@sim/db/schema'
@@ -11,6 +14,7 @@ import { chunkArray } from '@sim/utils/helpers'
 import { generateId } from '@sim/utils/id'
 import { and, asc, eq, inArray, isNotNull, isNull, notInArray, or, sql } from 'drizzle-orm'
 import { acquireUserBillingIdentityLock } from '@/lib/billing/organizations/billing-identity-lock'
+import { LIVE_ENROLLMENT_STATUSES } from '@/lib/credential-groups/credentials'
 import type { DbOrTx } from '@/lib/db/types'
 import {
   getEffectiveWorkspacePermission,
@@ -829,11 +833,63 @@ export interface AccessibleOAuthCredential {
   providerId: string
   displayName: string
   role: 'admin' | 'member'
-  /** Distinguishes a personal OAuth connection from a shared service account. */
-  type: 'oauth' | 'service_account'
+  /**
+   * A personal OAuth connection, a shared service account, or a Credential
+   * Group credential the person collected under their own enrollment.
+   */
+  type: 'oauth' | 'service_account' | 'managed_oauth'
   updatedAt: Date
 }
 
+/**
+ * The Credential Group credentials a verified person holds through their own
+ * live enrollments in the workspace: active managed OAuth rows whose enrollment
+ * email is the person's. These are theirs to use as themselves; the policy's
+ * actor statement is what a use is authorized against, so nothing here widens
+ * access, it only tells the person (and the agent acting for them) what exists.
+ */
+export async function getEnrolledManagedOAuthCredentials(
+  workspaceId: string,
+  userId: string
+): Promise<AccessibleOAuthCredential[]> {
+  const rows = await db
+    .select({
+      id: credential.id,
+      providerId: credential.providerId,
+      displayName: credential.displayName,
+      groupName: credentialGroup.name,
+      updatedAt: credential.updatedAt,
+    })
+    .from(credential)
+    .innerJoin(
+      credentialGroupEnrollment,
+      eq(credentialGroupEnrollment.id, credential.credentialGroupEnrollmentId)
+    )
+    .innerJoin(credentialGroup, eq(credentialGroup.id, credentialGroupEnrollment.credentialGroupId))
+    .innerJoin(user, eq(sql<string>`lower(btrim(${user.email}))`, credentialGroupEnrollment.email))
+    .where(
+      and(
+        eq(credential.workspaceId, workspaceId),
+        eq(credential.type, 'managed_oauth'),
+        eq(credential.managedOauthStatus, 'active'),
+        inArray(credentialGroupEnrollment.status, [...LIVE_ENROLLMENT_STATUSES]),
+        eq(user.id, userId),
+        eq(user.emailVerified, true)
+      )
+    )
+
+  return rows
+    .filter((row): row is typeof row & { providerId: string } => Boolean(row.providerId))
+    .map((row) => ({
+      id: row.id,
+      providerId: row.providerId,
+      displayName: `${row.displayName} (${row.groupName})`,
+      role: 'member' as const,
+      type: 'managed_oauth' as const,
+      updatedAt: row.updatedAt,
+    }))
+}
+
 export async function getAccessibleOAuthCredentials(
   workspaceId: string,
   userId: string,
diff --git a/apps/sim/lib/integrations/credential-visibility.server.ts b/apps/sim/lib/integrations/credential-visibility.server.ts
index 1837aa67571..929f18cfb7b 100644
--- a/apps/sim/lib/integrations/credential-visibility.server.ts
+++ b/apps/sim/lib/integrations/credential-visibility.server.ts
@@ -16,7 +16,7 @@ import { isHiddenUnder } from '@/blocks/visibility/context'
 
 export interface IntegrationCredentialIdentity {
   providerId: string
-  type?: 'oauth' | 'service_account'
+  type?: 'oauth' | 'service_account' | 'managed_oauth'
 }
 
 interface IntegrationCredentialVisibilityOptions {
diff --git a/apps/sim/lib/oauth/token-resolution.ts b/apps/sim/lib/oauth/token-resolution.ts
index ba903ef7eb5..dfd1f682b5b 100644
--- a/apps/sim/lib/oauth/token-resolution.ts
+++ b/apps/sim/lib/oauth/token-resolution.ts
@@ -1,8 +1,5 @@
 import { AuditAction, AuditResourceType, recordAudit } from '@sim/audit'
-import {
-  resolvePrincipalSubject,
-  type WorkflowExecutionDelegatedPrincipal,
-} from '@sim/auth/principal'
+import { type DelegatedPrincipal, resolvePrincipalSubject } from '@sim/auth/principal'
 import { createLogger } from '@sim/logger'
 import {
   impersonateEmailSchema,
@@ -326,13 +323,13 @@ export interface ResolveCredentialAccessTokenInput
    */
   authenticate: () => AuthResult | Promise<AuthResult>
   /**
-   * Proves a workflow-execution delegation for one managed credential. The route
-   * verifies the delegation JWT header; the executor binds its delegation origin
-   * in-process. Absent, managed credentials are rejected with
-   * `MANAGED_CREDENTIAL_DELEGATION_REQUIRED`. Must throw
-   * {@link InvalidManagedOAuthDelegationError} on an invalid delegation.
+   * Proves a delegation for one managed credential: a workflow execution (the
+   * route verifies the delegation JWT header; the executor binds its delegation
+   * origin in-process) or a Chat turn acting as the signed-in user. Absent,
+   * managed credentials are rejected with `MANAGED_CREDENTIAL_DELEGATION_REQUIRED`.
+   * Must throw {@link InvalidManagedOAuthDelegationError} on an invalid delegation.
    */
-  resolveManagedPrincipal?: (credentialId: string) => Promise<WorkflowExecutionDelegatedPrincipal>
+  resolveManagedPrincipal?: (credentialId: string) => Promise<DelegatedPrincipal>
 }
 
 /**
@@ -376,7 +373,7 @@ export async function resolveCredentialAccessToken(
     }
   }
 
-  let principal: WorkflowExecutionDelegatedPrincipal
+  let principal: DelegatedPrincipal
   try {
     principal = await input.resolveManagedPrincipal(resolved.credentialId)
   } catch (error) {
diff --git a/apps/sim/tools/index.ts b/apps/sim/tools/index.ts
index defef5a4ad8..df21ead22e6 100644
--- a/apps/sim/tools/index.ts
+++ b/apps/sim/tools/index.ts
@@ -1894,6 +1894,9 @@ async function executeToolImplementation(
             impersonateEmail,
             enforceCredentialAccess,
             executorDelegationOrigin: executionContext?.executorDelegationOrigin,
+            ...(operationContext?.copilotToolExecution
+              ? { copilotExecutionContext: operationContext }
+              : {}),
           })
         } else {
           data = await fetchCredentialTokenFromRoute({

From 961eb78c103836d080dcad349b2d1a86bdec9c90 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 12:39:34 -0700
Subject: [PATCH 65/76] fix(knowledge): treat a reclaimed lease during a member
 purge as superseded; tidy the chat reply sources after cleanup

---
 .../message-sources/message-sources.tsx       |  9 ++---
 .../components/source-card/source-card.tsx    |  9 +++--
 .../message-content/message-content.tsx       |  1 -
 .../app/workspace/[workspaceId]/home/home.tsx | 18 ++++------
 .../connectors/member-observations.test.ts    | 35 +++++++++++++++++++
 .../connectors/member-observations.ts         | 24 +++++++++----
 6 files changed, 67 insertions(+), 29 deletions(-)

diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.tsx
index 3d5cc16a1bb..5b32e024ed3 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/message-sources/message-sources.tsx
@@ -7,7 +7,7 @@ import type { SourceTagData } from '@/app/workspace/[workspaceId]/home/component
 
 /** The action-row button, matching the copy and vote buttons beside it with room for a count. */
 const BUTTON_CLASSES =
-  'flex h-[26px] items-center gap-1 rounded-[6px] px-1.5 text-[var(--text-icon)] text-caption transition-colors hover-hover:bg-[var(--surface-hover)] focus-visible:outline-none data-[state=open]:bg-[var(--surface-hover)]'
+  'flex h-[26px] items-center gap-1 rounded-[6px] px-1.5 text-[var(--text-icon)] text-caption transition-colors hover-hover:bg-[var(--surface-hover)] focus-visible:outline-none data-[state=open]:bg-[var(--surface-active)] data-[state=open]:hover-hover:bg-[var(--surface-active)]'
 
 interface MessageSourcesProps {
   sources: readonly SourceTagData[]
@@ -36,12 +36,7 @@ export function MessageSources({ sources }: MessageSourcesProps) {
         </Tooltip.Trigger>
         <Tooltip.Content side='top'>{label}</Tooltip.Content>
       </Tooltip.Root>
-      <PopoverContent
-        align='start'
-        side='top'
-        sideOffset={4}
-        className='w-[420px] max-w-[90vw] p-0'
-      >
+      <PopoverContent align='start' side='top' sideOffset={4} className='w-[420px] p-0'>
         <div className='flex flex-col py-1'>
           {sources.map((source) => (
             <SourceCard key={source.url} source={source} dense />
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
index b4ea7f2f875..4dcf591b77e 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/source-card/source-card.tsx
@@ -151,7 +151,12 @@ export function SourceCard({ source, query, onSummarize, dense = false }: Source
 
   if (dense) {
     return (
-      <div className={cn(SOURCE_ROW_CLASSES, 'items-center py-1')}>
+      <div
+        className={cn(
+          SOURCE_ROW_CLASSES,
+          'items-center py-1 focus-within:bg-[var(--surface-hover)] hover-hover:bg-[var(--surface-hover)]'
+        )}
+      >
         <span className={chipIconSlotClass}>{mark}</span>
         <a
           href={source.url}
@@ -168,7 +173,7 @@ export function SourceCard({ source, query, onSummarize, dense = false }: Source
         </a>
         <OverflowText
           label={meta.join(' · ')}
-          className='max-w-[40%] shrink-0 text-[var(--text-muted)] text-caption'
+          className='max-w-[40%] flex-shrink-0 text-[var(--text-muted)] text-caption'
         />
         <div className='flex flex-shrink-0 items-center opacity-0 transition-opacity group-focus-within/source:opacity-100 group-hover/source:opacity-100 [@media(hover:none)]:opacity-100'>
           <CopyLinkAction url={source.url} />
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
index b903e8c2f10..c72f9b89fbb 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
@@ -958,7 +958,6 @@ function MessageContentInner({
       trailingPendingTag ||
       (isStreamIdle && !trailingStreamActivity && !hasExecutingTool))
 
-  /** The action buttons and, when the reply cited documents, the sources button beside them. */
   const actionsRow = (
     <div className='flex items-center gap-0.5'>
       {actions}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index b89a1fd7b8e..b6208edaec1 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -198,9 +198,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
   /** The bases an Ask turn is grounded in; read through a ref so a list refresh never rebuilds the submit handler. */
   const { data: knowledgeBases = EMPTY_KNOWLEDGE_BASES } = useKnowledgeBasesQuery(workspaceId)
   const knowledgeBasesRef = useRef(knowledgeBases)
-  useEffect(() => {
-    knowledgeBasesRef.current = knowledgeBases
-  }, [knowledgeBases])
+  knowledgeBasesRef.current = knowledgeBases
   const hasCheckedLandingStorageRef = useRef(false)
   const initialViewInputRef = useRef<HTMLDivElement>(null)
   const initialViewUserInputRef = useRef<UserInputHandle>(null)
@@ -503,7 +501,6 @@ export function Home({ chatId, userName, userId }: HomeProps) {
       }
 
       prepareResourceViewForAgentTurn()
-      /** Ask is a turn of the agent grounded in the searched sources. */
       const turnContexts =
         mode === 'ask'
           ? withSearchedKnowledgeContexts(
@@ -525,14 +522,11 @@ export function Home({ chatId, userName, userId }: HomeProps) {
   const clearSearch = useCallback(() => setSearchQuery(''), [setSearchQuery])
 
   /** Summarize or Answer on a result: hand the question to the agent in Ask mode. */
-  const handleSummarize = useCallback(
-    (prompt: string) => {
-      useMothershipModeStore.getState().setMode('ask')
-      setSearchQuery('')
-      handleSubmit(prompt)
-    },
-    [handleSubmit, setSearchQuery]
-  )
+  const handleSummarize = (prompt: string) => {
+    useMothershipModeStore.getState().setMode('ask')
+    setSearchQuery('')
+    handleSubmit(prompt)
+  }
   /**
    * A chat that already exists never opens in Search: its transcript is a
    * conversation, and search results never join it. Build and Ask both carry
diff --git a/apps/sim/lib/knowledge/connectors/member-observations.test.ts b/apps/sim/lib/knowledge/connectors/member-observations.test.ts
index d3471f2563a..5c34c588f33 100644
--- a/apps/sim/lib/knowledge/connectors/member-observations.test.ts
+++ b/apps/sim/lib/knowledge/connectors/member-observations.test.ts
@@ -5,16 +5,23 @@ import { dbChainMockFns, queueTableRows, resetDbChainMock, schemaMock } from '@s
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 vi.mock('@/lib/knowledge/documents/service', () => ({
+  ConnectorSyncDeletionGuardError: class ConnectorSyncDeletionGuardError extends Error {},
   hardDeleteDocuments: vi.fn(),
 }))
 
+import { db } from '@sim/db'
 import {
+  applyMemberDocumentLifecycle,
   rewriteConnectorAcls,
   staleMemberWindowMs,
   sweepStaleMemberObservations,
 } from '@/lib/knowledge/connectors/member-observations'
 import { MEMBER_OBSERVATION_STALE_AFTER_HOURS } from '@/lib/knowledge/connectors/sync-limits'
 import { SyncLockLostException } from '@/lib/knowledge/connectors/sync-lock'
+import {
+  ConnectorSyncDeletionGuardError,
+  hardDeleteDocuments,
+} from '@/lib/knowledge/documents/service'
 
 const NOW = new Date('2026-09-01T12:00:00Z')
 const STALE_MEMBER = { id: 'm-1', connectorId: 'c-1', syncIntervalMinutes: 60 }
@@ -120,3 +127,31 @@ describe('rewriteConnectorAcls', () => {
     expect(dbChainMockFns.update).not.toHaveBeenCalled()
   })
 })
+
+describe('applyMemberDocumentLifecycle', () => {
+  beforeEach(() => {
+    resetDbChainMock()
+    vi.mocked(hardDeleteDocuments).mockReset()
+  })
+
+  it('reports a reclaimed lease during a purge batch as the run being superseded', async () => {
+    dbChainMockFns.returning.mockResolvedValueOnce([])
+    queueTableRows(schemaMock.document, [])
+    queueTableRows(schemaMock.document, [{ id: 'd-1' }])
+    vi.mocked(hardDeleteDocuments).mockRejectedValueOnce(
+      new ConnectorSyncDeletionGuardError('lease reclaimed')
+    )
+
+    await expect(
+      applyMemberDocumentLifecycle({
+        connectorId: 'c-1',
+        knowledgeBaseId: 'kb-1',
+        runId: 'run-1',
+        withLease: (fn) => fn(db as never),
+        failedExternalIds: new Set(),
+        allowRemoval: true,
+        lease: { beatIfDue: async () => {} } as never,
+      })
+    ).rejects.toBeInstanceOf(SyncLockLostException)
+  })
+})
diff --git a/apps/sim/lib/knowledge/connectors/member-observations.ts b/apps/sim/lib/knowledge/connectors/member-observations.ts
index ac5a5f6cd55..361db08c282 100644
--- a/apps/sim/lib/knowledge/connectors/member-observations.ts
+++ b/apps/sim/lib/knowledge/connectors/member-observations.ts
@@ -30,11 +30,13 @@ import {
   assertSyncLeaseHeldInTx,
   connectorIsLive,
   MEMBER_LOCKABLE_CONNECTOR_STATUSES,
+  SyncLockLostException,
   type SyncRunLease,
   type SyncWriteLease,
 } from '@/lib/knowledge/connectors/sync-lock'
 import {
   type ConnectorSyncDeletionGuard,
+  ConnectorSyncDeletionGuardError,
   hardDeleteDocuments,
 } from '@/lib/knowledge/documents/service'
 
@@ -364,13 +366,21 @@ export async function applyMemberDocumentLifecycle(input: {
   const purgeIds = purgeCandidates.map((row) => row.id)
   for (let offset = 0; offset < purgeIds.length; offset += PURGE_CHUNK_SIZE) {
     await input.lease.beatIfDue()
-    purged += await hardDeleteDocuments(
-      purgeIds.slice(offset, offset + PURGE_CHUNK_SIZE),
-      runId,
-      connectorId,
-      knowledgeBaseId,
-      guard
-    )
+    try {
+      purged += await hardDeleteDocuments(
+        purgeIds.slice(offset, offset + PURGE_CHUNK_SIZE),
+        runId,
+        connectorId,
+        knowledgeBaseId,
+        guard
+      )
+    } catch (error) {
+      /** The deletion guard refusing the lease is a reclaimed run, not a failed one. */
+      if (error instanceof ConnectorSyncDeletionGuardError) {
+        throw new SyncLockLostException(connectorId)
+      }
+      throw error
+    }
   }
 
   return { tombstoned: tombstoned.length, resurrected: resurrected.length, purged }

From f52b3521c9a5f944e767a0969ad5c8d7e1eaf932 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 12:50:01 -0700
Subject: [PATCH 66/76] improvement(home): fold Ask into Search behind an
 Answer toggle

---
 .../suggested-actions.test.tsx                | 10 ---
 .../suggested-actions/suggested-actions.tsx   |  3 +-
 .../answer-toggle/answer-toggle.test.tsx      | 71 +++++++++++++++++++
 .../answer-toggle/answer-toggle.tsx           | 44 ++++++++++++
 .../components/answer-toggle/index.ts         |  1 +
 .../components/user-input/components/index.ts |  1 +
 .../mode-switcher/mode-switcher.test.tsx      |  7 +-
 .../mode-switcher/mode-switcher.tsx           |  3 +-
 .../home/components/user-input/user-input.tsx |  2 +
 .../app/workspace/[workspaceId]/home/home.tsx | 43 ++++++-----
 apps/sim/lib/copilot/chat/ask-mode.ts         |  4 +-
 apps/sim/lib/posthog/events.ts                |  8 ++-
 apps/sim/stores/mothership-mode/store.ts      | 16 +++--
 13 files changed, 167 insertions(+), 46 deletions(-)
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/answer-toggle.test.tsx
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/answer-toggle.tsx
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/index.ts

diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
index de6914153ac..b0674f4774b 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
@@ -128,14 +128,4 @@ describe('SuggestedActions', () => {
     expect(document.querySelector('[data-testid="search-sources"]')).not.toBeNull()
     expect(rows()).toHaveLength(0)
   })
-
-  it('shows the sources in Ask mode, which answers from them', () => {
-    mount()
-
-    act(() => useMothershipModeStore.getState().setMode('ask'))
-
-    expect(heading()).toBe('Sources')
-    expect(document.querySelector('[data-testid="search-sources"]')).not.toBeNull()
-    expect(rows()).toHaveLength(0)
-  })
 })
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
index d1bf8e20b80..889c988aef7 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
@@ -234,7 +234,6 @@ const INITIAL_ACTIONS: Action[] = [
 /** Section heading per composer mode — Search reads as a connect-your-sources list. */
 const HEADINGS: Record<MothershipMode, string> = {
   build: 'Suggested actions',
-  ask: 'Sources',
   search: 'Sources',
 }
 
@@ -373,7 +372,7 @@ export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
               `collapsible-up`/`-down` interpolate height alone, so a margin here
               would hold its full value through the close and then vanish on unmount,
               snapping the content below up. */}
-          {mode !== 'build' && workspaceId ? (
+          {mode === 'search' && workspaceId ? (
             <div className='pt-1.5'>
               <SearchSources workspaceId={workspaceId} />
             </div>
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/answer-toggle.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/answer-toggle.test.tsx
new file mode 100644
index 00000000000..5c5e16e3e0f
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/answer-toggle.test.tsx
@@ -0,0 +1,71 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockCaptureEvent } = vi.hoisted(() => ({ mockCaptureEvent: vi.fn() }))
+
+vi.mock('next/navigation', () => ({
+  useParams: () => ({ workspaceId: 'workspace-1' }),
+}))
+vi.mock('posthog-js/react', () => ({ usePostHog: () => null }))
+vi.mock('@/lib/posthog/client', () => ({ captureEvent: mockCaptureEvent }))
+
+import { AnswerToggle } from '@/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/answer-toggle'
+import { useMothershipModeStore } from '@/stores/mothership-mode/store'
+
+let root: Root | null = null
+let container: HTMLDivElement | null = null
+
+function mount() {
+  ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+  container = document.createElement('div')
+  document.body.appendChild(container)
+  root = createRoot(container)
+  act(() => root?.render(<AnswerToggle />))
+}
+
+function button(): HTMLButtonElement | null {
+  return container?.querySelector('button') ?? null
+}
+
+beforeEach(() => {
+  mockCaptureEvent.mockClear()
+  useMothershipModeStore.getState().reset()
+})
+
+afterEach(() => {
+  if (root) act(() => root?.unmount())
+  container?.remove()
+  root = null
+  container = null
+})
+
+describe('AnswerToggle', () => {
+  it('renders nothing outside Search mode', () => {
+    mount()
+    expect(button()).toBeNull()
+  })
+
+  it('shows an unpressed Answer chip in Search mode and flips the shared flag on click', () => {
+    useMothershipModeStore.getState().setMode('search')
+    mount()
+
+    const chip = button()
+    expect(chip?.textContent).toBe('Answer')
+    expect(chip?.getAttribute('aria-pressed')).toBe('false')
+
+    act(() => {
+      chip?.dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
+    })
+
+    expect(useMothershipModeStore.getState().answer).toBe(true)
+    expect(button()?.getAttribute('aria-pressed')).toBe('true')
+    expect(mockCaptureEvent).toHaveBeenCalledWith(null, 'chat_answer_toggled', {
+      workspace_id: 'workspace-1',
+      enabled: true,
+    })
+  })
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/answer-toggle.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/answer-toggle.tsx
new file mode 100644
index 00000000000..c7b410ca5bc
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/answer-toggle.tsx
@@ -0,0 +1,44 @@
+'use client'
+
+import { memo } from 'react'
+import { Chip, Tooltip } from '@sim/emcn'
+import { useParams } from 'next/navigation'
+import { usePostHog } from 'posthog-js/react'
+import { captureEvent } from '@/lib/posthog/client'
+import { useMothershipModeStore } from '@/stores/mothership-mode/store'
+
+/**
+ * Search mode's Answer toggle: off, a query lists the matching documents; on,
+ * Sim answers the question from those sources and may use the person's
+ * connected tools. A label-only round `Chip` in its selected state while on,
+ * sitting beside the mode switcher in the toolbar's row of round controls.
+ */
+export const AnswerToggle = memo(function AnswerToggle() {
+  const { workspaceId } = useParams<{ workspaceId: string }>()
+  const posthog = usePostHog()
+  const mode = useMothershipModeStore((state) => state.mode)
+  const answer = useMothershipModeStore((state) => state.answer)
+  const setAnswer = useMothershipModeStore((state) => state.setAnswer)
+
+  if (mode !== 'search') return null
+
+  const handleToggle = () => {
+    setAnswer(!answer)
+    captureEvent(posthog, 'chat_answer_toggled', { workspace_id: workspaceId, enabled: !answer })
+  }
+
+  return (
+    <Tooltip.Root>
+      <Tooltip.Trigger asChild>
+        <Chip shape='round' active={answer} aria-pressed={answer} onClick={handleToggle}>
+          Answer
+        </Chip>
+      </Tooltip.Trigger>
+      <Tooltip.Content side='top'>
+        {answer
+          ? 'Sim answers from your sources and can use your tools'
+          : 'List matching documents'}
+      </Tooltip.Content>
+    </Tooltip.Root>
+  )
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/index.ts
new file mode 100644
index 00000000000..d537887c2cb
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/index.ts
@@ -0,0 +1 @@
+export { AnswerToggle } from './answer-toggle'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/index.ts
index 7d8bdca03af..bc937479e16 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/index.ts
@@ -1,4 +1,5 @@
 export { AnimatedPlaceholderEffect } from './animated-placeholder-effect'
+export { AnswerToggle } from './answer-toggle'
 export { AttachedFilesList } from './attached-files-list'
 export type { ParsedChipLink, PortableKind } from './chip-clipboard-codec'
 export {
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
index 266a65ed205..321a359a2bb 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
@@ -78,15 +78,14 @@ describe('ModeSwitcher', () => {
     expect(button.querySelector('svg')).toBeNull()
   })
 
-  it('lists every mode and checks the active one', () => {
+  it('lists both modes and checks the active one', () => {
     mount()
     openMenu()
 
     const rows = items()
-    expect(rows.map((row) => row.textContent)).toEqual(['Build', 'Ask', 'Search'])
+    expect(rows.map((row) => row.textContent)).toEqual(['Build', 'Search'])
     expect(rows[0].querySelector('svg')).not.toBeNull()
     expect(rows[1].querySelector('svg')).toBeNull()
-    expect(rows[2].querySelector('svg')).toBeNull()
   })
 
   it('switches the shared mode and reports the change', () => {
@@ -94,7 +93,7 @@ describe('ModeSwitcher', () => {
     openMenu()
 
     act(() => {
-      items()[2].dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
+      items()[1].dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
     })
 
     expect(useMothershipModeStore.getState().mode).toBe('search')
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
index 632aabfc16f..f3e1f380ad4 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
@@ -28,12 +28,11 @@ import {
 
 const MODE_LABELS: Record<MothershipMode, string> = {
   build: 'Build',
-  ask: 'Ask',
   search: 'Search',
 }
 
 /**
- * The composer's Build / Ask / Search switcher: a label-only `Chip` in its `round`
+ * The composer's Build / Search switcher: a label-only `Chip` in its `round`
  * shape — chip chrome throughout (`--text-body` label, `--surface-hover` on
  * hover, no text-color shift), fully round to sit in the toolbar's row of
  * round controls — opening a menu that checks the active mode, as
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
index 9cf844cf597..76d11bc308a 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
@@ -21,6 +21,7 @@ import { MOTHERSHIP_ACCEPT_ATTRIBUTE } from '@/lib/uploads/utils/validation'
 import { useChatSurface } from '@/app/workspace/[workspaceId]/home/components/chat-surface-context'
 import {
   AnimatedPlaceholderEffect,
+  AnswerToggle,
   AttachedFilesList,
   DropOverlay,
   MicButton,
@@ -719,6 +720,7 @@ const UserInputImpl = forwardRef<UserInputHandle, UserInputProps>(function UserI
           </Tooltip.Root>
         </div>
         <div className='flex items-center gap-1.5'>
+          {canSearch && <AnswerToggle />}
           {canSearch && <ModeSwitcher />}
           {isSttSupported && (
             <MicButton
diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index b6208edaec1..92549aee76a 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -195,6 +195,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
     if (searchQuery) useMothershipModeStore.getState().setMode('search')
   }, [searchQuery])
   const composerMode = useMothershipModeStore((state) => state.mode)
+  const answerMode = useMothershipModeStore((state) => state.answer)
   /** The bases an Ask turn is grounded in; read through a ref so a list refresh never rebuilds the submit handler. */
   const { data: knowledgeBases = EMPTY_KNOWLEDGE_BASES } = useKnowledgeBasesQuery(workspaceId)
   const knowledgeBasesRef = useRef(knowledgeBases)
@@ -487,11 +488,13 @@ export function Home({ chatId, userName, userId }: HomeProps) {
       })
 
       /**
-       * Search mode answers with documents, not a turn of the agent, and only
+       * Search without Answer lists documents, not a turn of the agent, and only
        * a query can be answered: attachments alone have nothing to search for.
+       * With Answer on, the query is a turn of the agent grounded in the sources.
        */
-      const mode = useMothershipModeStore.getState().mode
-      if (mode === 'search') {
+      const { mode, answer } = useMothershipModeStore.getState()
+      const answering = mode === 'search' && answer
+      if (mode === 'search' && !answer) {
         if (trimmed) setSearchQuery(trimmed)
         return
       }
@@ -501,18 +504,17 @@ export function Home({ chatId, userName, userId }: HomeProps) {
       }
 
       prepareResourceViewForAgentTurn()
-      const turnContexts =
-        mode === 'ask'
-          ? withSearchedKnowledgeContexts(
-              contexts,
-              searchedKnowledgeBases(knowledgeBasesRef.current, workspaceId)
-            )
-          : contexts
+      const turnContexts = answering
+        ? withSearchedKnowledgeContexts(
+            contexts,
+            searchedKnowledgeBases(knowledgeBasesRef.current, workspaceId)
+          )
+        : contexts
       sendMessage(
         trimmed || 'Analyze the attached file(s).',
         fileAttachments,
         turnContexts,
-        mode === 'ask' ? { requestMode: 'ask' } : undefined
+        answering ? { requestMode: 'ask' } : undefined
       )
     },
     [workspaceId, chatId, prepareResourceViewForAgentTurn, sendMessage, setSearchQuery]
@@ -521,20 +523,23 @@ export function Home({ chatId, userName, userId }: HomeProps) {
   /** An emptied search box returns to the sources; nothing else reads the cleared query. */
   const clearSearch = useCallback(() => setSearchQuery(''), [setSearchQuery])
 
-  /** Summarize or Answer on a result: hand the question to the agent in Ask mode. */
+  /** Summarize or Answer on a result: turn Answer on and hand the question to the agent. */
   const handleSummarize = (prompt: string) => {
-    useMothershipModeStore.getState().setMode('ask')
+    const store = useMothershipModeStore.getState()
+    store.setMode('search')
+    store.setAnswer(true)
     setSearchQuery('')
     handleSubmit(prompt)
   }
   /**
-   * A chat that already exists never opens in Search: its transcript is a
-   * conversation, and search results never join it. Build and Ask both carry
-   * over, so a follow-up question stays grounded in the sources.
+   * A chat that already exists never opens in document-listing Search: its
+   * transcript is a conversation, and search results never join it. Build and
+   * Search with Answer both carry over, so a follow-up stays grounded in the
+   * sources.
    */
   useEffect(() => {
     const store = useMothershipModeStore.getState()
-    if (chatId && store.mode === 'search') store.setMode('build')
+    if (chatId && store.mode === 'search' && !store.answer) store.setMode('build')
   }, [chatId])
   const showSearchResults = composerMode === 'search' && searchQuery.trim().length > 0
   const searchResults = showSearchResults ? (
@@ -767,7 +772,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
                     draftScopeKey={draftScopeKey}
                     onSubmit={handleSubmit}
                     canSearch
-                    clearOnSubmit={composerMode !== 'search'}
+                    clearOnSubmit={composerMode !== 'search' || answerMode}
                     onCleared={clearSearch}
                     isSending={isSending}
                     onStopGeneration={handleStopGeneration}
@@ -796,7 +801,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
             isLoading={showChatSkeleton}
             onSubmit={handleSubmit}
             canSearch
-            clearOnSubmit={composerMode !== 'search'}
+            clearOnSubmit={composerMode !== 'search' || answerMode}
             onCleared={clearSearch}
             onStopGeneration={handleStopGeneration}
             messageQueue={messageQueue}
diff --git a/apps/sim/lib/copilot/chat/ask-mode.ts b/apps/sim/lib/copilot/chat/ask-mode.ts
index d21d3cb6b61..d55a97f4b1d 100644
--- a/apps/sim/lib/copilot/chat/ask-mode.ts
+++ b/apps/sim/lib/copilot/chat/ask-mode.ts
@@ -18,10 +18,10 @@ export const ASK_MODE_AGENT_CONTEXT: AskModeAgentContext = {
   type: 'skill',
   tag: '@Ask',
   content: [
-    'The person chose Ask: they want an answer drawn from their connected sources, not an action.',
+    'The person asked Search to answer: they want an answer drawn from their connected sources, not an action.',
     '',
     '- Answer from the knowledge bases attached to this message first. Search them with the knowledge tool `query` operation, and search again with other phrasings when the first pass returns little. Do not read a base or its metadata first; search.',
-    "- Reach for a connected integration only when the indexed sources cannot answer: live or very recent data (today's inbox, a calendar), or an action the person asked for outright. Say which service you used. Never build, run, or schedule anything on an Ask turn.",
+    "- Reach for a connected integration only when the indexed sources cannot answer: live or very recent data (today's inbox, a calendar), or an action the person asked for outright. Say which service you used. Never build, run, or schedule anything on an answer turn.",
     '- Cite every claim with a `<source>` tag exactly as the knowledge tool describes. When nothing relevant is found, say so plainly instead of guessing.',
     '- Keep the answer short: lead with the answer, then the supporting points.',
     '- Suggested follow-ups, when you offer them, are questions the attached sources can answer. Never suggest building, running, or automating anything.',
diff --git a/apps/sim/lib/posthog/events.ts b/apps/sim/lib/posthog/events.ts
index cbdec60a34f..3a01b26634b 100644
--- a/apps/sim/lib/posthog/events.ts
+++ b/apps/sim/lib/posthog/events.ts
@@ -617,7 +617,13 @@ export interface PostHogEventMap {
   /** The chat composer's mode switcher picked a different mode. */
   chat_mode_changed: {
     workspace_id: string
-    mode: 'build' | 'ask' | 'search'
+    mode: 'build' | 'search'
+  }
+
+  /** Search mode's Answer toggle was flipped. */
+  chat_answer_toggled: {
+    workspace_id: string
+    enabled: boolean
   }
 
   /**
diff --git a/apps/sim/stores/mothership-mode/store.ts b/apps/sim/stores/mothership-mode/store.ts
index 708c1086420..a3288747b58 100644
--- a/apps/sim/stores/mothership-mode/store.ts
+++ b/apps/sim/stores/mothership-mode/store.ts
@@ -1,23 +1,26 @@
 import { create } from 'zustand'
 import { devtools } from 'zustand/middleware'
 
-export const MOTHERSHIP_MODES = ['build', 'ask', 'search'] as const
+export const MOTHERSHIP_MODES = ['build', 'search'] as const
 
 export type MothershipMode = (typeof MOTHERSHIP_MODES)[number]
 
 interface MothershipModeState {
   mode: MothershipMode
+  /** Search mode's Answer toggle: Sim answers from the sources instead of listing them. */
+  answer: boolean
   setMode: (mode: MothershipMode) => void
+  setAnswer: (answer: boolean) => void
   reset: () => void
 }
 
-const initialState: Pick<MothershipModeState, 'mode'> = { mode: 'build' }
+const initialState: Pick<MothershipModeState, 'mode' | 'answer'> = { mode: 'build', answer: false }
 
 /**
- * The chat composer's mode — Build (default), Ask, or Search — read by the
- * input's mode switcher and by the suggested actions beneath the input. Ask is
- * a turn of the agent grounded in the searched sources; Search answers with
- * documents and no turn at all.
+ * The chat composer's mode — Build (default) or Search — and Search's Answer
+ * toggle, read by the input's controls and by the suggested actions beneath
+ * the input. Search lists the matching documents with no turn at all; with
+ * Answer on, a query is a turn of the agent grounded in the searched sources.
  *
  * A store rather than `Home` state because `Home` remounts per chat
  * (`key={chatId}`) and the new-chat → `/chat/[chatId]` handoff must carry the
@@ -33,6 +36,7 @@ export const useMothershipModeStore = create<MothershipModeState>()(
     (set) => ({
       ...initialState,
       setMode: (mode) => set({ mode }),
+      setAnswer: (answer) => set({ answer }),
       reset: () => set(initialState),
     }),
     { name: 'mothership-mode-store' }

From 09775cee345841027f5a817700474f4bca1b5b32 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 12:58:51 -0700
Subject: [PATCH 67/76] fix(credentials): prove a Chat managed-credential use
 only from a real tool call, and list or mint only live group bindings

---
 .../executor/utils/credential-token.test.ts   | 24 ++++++++-----
 apps/sim/executor/utils/credential-token.ts   |  7 +++-
 .../application/authorization.test.ts         | 34 +++++++++++++++++++
 .../application/authorization.ts              | 22 +++++++++---
 apps/sim/lib/credentials/environment.ts       | 32 ++++++++++++-----
 5 files changed, 96 insertions(+), 23 deletions(-)

diff --git a/apps/sim/executor/utils/credential-token.test.ts b/apps/sim/executor/utils/credential-token.test.ts
index 8c5b867fc26..d23fe290c26 100644
--- a/apps/sim/executor/utils/credential-token.test.ts
+++ b/apps/sim/executor/utils/credential-token.test.ts
@@ -128,16 +128,22 @@ describe('resolveExecutorCredentialToken', () => {
   })
 
   it('leaves managed credentials unproven for a context that is not a trusted Chat call', async () => {
-    await resolveExecutorCredentialToken({
-      requestId: 'req-1',
-      credentialId: 'cred-1',
-      userId: 'user-1',
-      copilotExecutionContext: { userId: 'user-1', workspaceId: 'ws-1' },
-    })
+    for (const copilotExecutionContext of [
+      { userId: 'user-1', workspaceId: 'ws-1' },
+      { userId: 'user-1', workspaceId: 'ws-1', copilotToolExecution: true as const },
+    ]) {
+      mockResolveCredentialAccessToken.mockClear()
+      await resolveExecutorCredentialToken({
+        requestId: 'req-1',
+        credentialId: 'cred-1',
+        userId: 'user-1',
+        copilotExecutionContext,
+      })
 
-    expect(
-      mockResolveCredentialAccessToken.mock.calls[0][0].resolveManagedPrincipal
-    ).toBeUndefined()
+      expect(
+        mockResolveCredentialAccessToken.mock.calls[0][0].resolveManagedPrincipal
+      ).toBeUndefined()
+    }
   })
 
   it('fails before dispatch when the origin lacks current workflow authority', async () => {
diff --git a/apps/sim/executor/utils/credential-token.ts b/apps/sim/executor/utils/credential-token.ts
index 70fc8a9a69d..f374f58c79f 100644
--- a/apps/sim/executor/utils/credential-token.ts
+++ b/apps/sim/executor/utils/credential-token.ts
@@ -57,10 +57,15 @@ export async function resolveExecutorCredentialToken(
     throw new Error('Managed credential delegation is missing current workflow authority')
   }
 
+  /**
+   * A Chat proof needs the per-call id the delegation is minted under; a
+   * context that lacks it is not a Chat tool call and leaves managed
+   * credentials unproven, so the resolver answers with its own refusal.
+   */
   const resolveManagedPrincipal = executorDelegationOrigin
     ? (managedCredentialId: string) =>
         bindExecutorManagedOAuthDelegation(executorDelegationOrigin, managedCredentialId)
-    : copilotExecutionContext?.copilotToolExecution
+    : copilotExecutionContext?.copilotToolExecution && copilotExecutionContext.toolCallId
       ? async (managedCredentialId: string) =>
           createCopilotManagedOAuthPrincipal(copilotExecutionContext, managedCredentialId)
       : undefined
diff --git a/apps/sim/lib/credential-groups/application/authorization.test.ts b/apps/sim/lib/credential-groups/application/authorization.test.ts
index cc9a0833452..e56191b9add 100644
--- a/apps/sim/lib/credential-groups/application/authorization.test.ts
+++ b/apps/sim/lib/credential-groups/application/authorization.test.ts
@@ -9,11 +9,23 @@ import { credentialOperations } from '@/lib/credentials/application/operations'
 
 const mocks = vi.hoisted(() => ({
   loadEnrollmentAccess: vi.fn(),
+  loadBinding: vi.fn(),
   requirePolicy: vi.fn(),
 }))
 
 vi.mock('@/lib/credential-groups/credentials', () => ({
   loadCredentialGroupEnrollmentAccessForSubject: mocks.loadEnrollmentAccess,
+  loadManagedCredentialGroupBinding: mocks.loadBinding,
+  isManagedCredentialGroupBindingLive: (binding: {
+    managedOauthStatus: string
+    enrollmentStatus: string
+    groupStatus: string
+    optionStatus: string | null
+  }) =>
+    binding.managedOauthStatus === 'active' &&
+    ['in_progress', 'completed'].includes(binding.enrollmentStatus) &&
+    binding.groupStatus === 'active' &&
+    binding.optionStatus === 'active',
 }))
 
 vi.mock('@/lib/resource-policies/repository', () => ({
@@ -29,10 +41,23 @@ const context = {
   workspaceId: 'workspace-1',
   workspaceOrganizationId: null,
   allowPersonalApiKeys: true,
+  credentialId: 'credential-1',
   credentialGroupId: 'group-1',
   credentialGroupEnrollmentId: 'enrollment-1',
 }
 
+const liveBinding = {
+  credentialId: 'credential-1',
+  workspaceId: 'workspace-1',
+  providerId: 'google-email',
+  credentialGroupId: 'group-1',
+  credentialGroupOptionId: 'option-1',
+  managedOauthStatus: 'active',
+  enrollmentStatus: 'completed',
+  groupStatus: 'active',
+  optionStatus: 'active',
+}
+
 function storedPolicy(allowedWorkflowIds: string[] = []) {
   return {
     id: 'policy-1',
@@ -112,6 +137,15 @@ describe('requireCredentialGroupCredentialAccess', () => {
       enrollmentId: 'enrollment-1',
       email: 'person@example.com',
     })
+    mocks.loadBinding.mockResolvedValue(liveBinding)
+  })
+
+  it('denies a Chat turn once the credential group or its option is disabled', async () => {
+    mocks.loadBinding.mockResolvedValue({ ...liveBinding, optionStatus: 'disabled' })
+    await expect(requireAccess(copilotPrincipal())).rejects.toMatchObject({ code: 'forbidden' })
+
+    mocks.loadBinding.mockResolvedValue({ ...liveBinding, groupStatus: 'disabled' })
+    await expect(requireAccess(copilotPrincipal())).rejects.toMatchObject({ code: 'forbidden' })
   })
 
   it("allows a Chat turn to use only the credential under the signed-in user's own enrollment", async () => {
diff --git a/apps/sim/lib/credential-groups/application/authorization.ts b/apps/sim/lib/credential-groups/application/authorization.ts
index f50ddc066f7..ea25d0916cf 100644
--- a/apps/sim/lib/credential-groups/application/authorization.ts
+++ b/apps/sim/lib/credential-groups/application/authorization.ts
@@ -16,7 +16,11 @@ import {
   evaluateCredentialGroupWorkflowAccess,
 } from '@/lib/credential-groups/application/workflow-access-policy'
 import type { CredentialGroupCredentialListContext } from '@/lib/credential-groups/credentials'
-import { loadCredentialGroupEnrollmentAccessForSubject } from '@/lib/credential-groups/credentials'
+import {
+  isManagedCredentialGroupBindingLive,
+  loadCredentialGroupEnrollmentAccessForSubject,
+  loadManagedCredentialGroupBinding,
+} from '@/lib/credential-groups/credentials'
 import type { ResourcePolicyBindingFor } from '@/lib/resource-policies/registry'
 import { requireResourcePolicy } from '@/lib/resource-policies/repository'
 
@@ -93,14 +97,17 @@ export function requireCredentialGroupWorkflowActor(principal: Principal): Princ
  */
 async function requireCredentialGroupActorCredentialAccess(
   principal: Extract<Principal, { kind: 'delegated' }>,
-  context: CredentialGroupAuthorizationContext & { credentialGroupEnrollmentId: string },
+  context: CredentialGroupAuthorizationContext & {
+    credentialId: string
+    credentialGroupEnrollmentId: string
+  },
   resourcePolicy: ResourcePolicyBindingFor<'credential_group'>
 ): Promise<void> {
   const subject = resolvePrincipalSubject(principal)
   if (subject?.kind !== 'sim_user' || !subject.userId) {
     throw new OrchestrationError('forbidden', 'Credential Group actor access required')
   }
-  const [policy, actorAccess] = await Promise.all([
+  const [policy, actorAccess, binding] = await Promise.all([
     requireResourcePolicy({
       workspaceId: context.workspaceId,
       resourceType: 'credential_group',
@@ -108,8 +115,10 @@ async function requireCredentialGroupActorCredentialAccess(
       codec: credentialGroupWorkflowAccessPolicyCodec,
     }),
     loadCredentialGroupEnrollmentAccessForSubject(context.credentialGroupId, subject),
+    loadManagedCredentialGroupBinding(context.credentialId),
   ])
-  if (!actorAccess) {
+  /** A disabled group or option denies here, as it does for every other consumer of a binding. */
+  if (!actorAccess || !binding || !isManagedCredentialGroupBindingLive(binding)) {
     throw new OrchestrationError('forbidden', 'Credential Group credential access denied')
   }
   const decision = evaluateCredentialGroupActorCredentialAccess({
@@ -126,7 +135,10 @@ async function requireCredentialGroupActorCredentialAccess(
 
 export async function requireCredentialGroupCredentialAccess(
   principal: Principal,
-  context: CredentialGroupAuthorizationContext & { credentialGroupEnrollmentId: string },
+  context: CredentialGroupAuthorizationContext & {
+    credentialId: string
+    credentialGroupEnrollmentId: string
+  },
   resourcePolicy: ResourcePolicyBindingFor<'credential_group'>
 ): Promise<void> {
   if (principal.kind === 'delegated' && principal.serviceId === 'copilot') {
diff --git a/apps/sim/lib/credentials/environment.ts b/apps/sim/lib/credentials/environment.ts
index c1a74677e12..3f6a4815d0e 100644
--- a/apps/sim/lib/credentials/environment.ts
+++ b/apps/sim/lib/credentials/environment.ts
@@ -14,7 +14,7 @@ import { chunkArray } from '@sim/utils/helpers'
 import { generateId } from '@sim/utils/id'
 import { and, asc, eq, inArray, isNotNull, isNull, notInArray, or, sql } from 'drizzle-orm'
 import { acquireUserBillingIdentityLock } from '@/lib/billing/organizations/billing-identity-lock'
-import { LIVE_ENROLLMENT_STATUSES } from '@/lib/credential-groups/credentials'
+import { isManagedCredentialGroupBindingLive } from '@/lib/credential-groups/credentials'
 import type { DbOrTx } from '@/lib/db/types'
 import {
   getEffectiveWorkspacePermission,
@@ -843,10 +843,11 @@ export interface AccessibleOAuthCredential {
 
 /**
  * The Credential Group credentials a verified person holds through their own
- * live enrollments in the workspace: active managed OAuth rows whose enrollment
- * email is the person's. These are theirs to use as themselves; the policy's
- * actor statement is what a use is authorized against, so nothing here widens
- * access, it only tells the person (and the agent acting for them) what exists.
+ * enrollments in the workspace and may use right now: the credential, its
+ * enrollment, its option, and its group are all live, the same bar every mint
+ * applies. These are theirs to use as themselves; the policy's actor statement
+ * is what a use is authorized against, so nothing here widens access, it only
+ * tells the person (and the agent acting for them) what exists.
  */
 export async function getEnrolledManagedOAuthCredentials(
   workspaceId: string,
@@ -857,7 +858,12 @@ export async function getEnrolledManagedOAuthCredentials(
       id: credential.id,
       providerId: credential.providerId,
       displayName: credential.displayName,
+      credentialGroupOptionId: credential.credentialGroupOptionId,
+      managedOauthStatus: credential.managedOauthStatus,
+      enrollmentStatus: credentialGroupEnrollment.status,
       groupName: credentialGroup.name,
+      groupStatus: credentialGroup.status,
+      groupOptions: credentialGroup.options,
       updatedAt: credential.updatedAt,
     })
     .from(credential)
@@ -871,15 +877,25 @@ export async function getEnrolledManagedOAuthCredentials(
       and(
         eq(credential.workspaceId, workspaceId),
         eq(credential.type, 'managed_oauth'),
-        eq(credential.managedOauthStatus, 'active'),
-        inArray(credentialGroupEnrollment.status, [...LIVE_ENROLLMENT_STATUSES]),
         eq(user.id, userId),
         eq(user.emailVerified, true)
       )
     )
 
   return rows
-    .filter((row): row is typeof row & { providerId: string } => Boolean(row.providerId))
+    .filter(
+      (row): row is typeof row & { providerId: string } =>
+        Boolean(row.providerId) &&
+        row.managedOauthStatus !== null &&
+        isManagedCredentialGroupBindingLive({
+          managedOauthStatus: row.managedOauthStatus,
+          enrollmentStatus: row.enrollmentStatus,
+          groupStatus: row.groupStatus,
+          optionStatus:
+            row.groupOptions.find((option) => option.id === row.credentialGroupOptionId)?.status ??
+            null,
+        })
+    )
     .map((row) => ({
       id: row.id,
       providerId: row.providerId,

From 47408998f0199f1cd8d2a42052d11510ce0ac654 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 13:03:41 -0700
Subject: [PATCH 68/76] improvement(home): name both choices in Sources mode
 with a Search / Assistant toggle

---
 .../answer-toggle/answer-toggle.test.tsx      | 71 ----------------
 .../answer-toggle/answer-toggle.tsx           | 44 ----------
 .../components/answer-toggle/index.ts         |  1 -
 .../components/user-input/components/index.ts |  2 +-
 .../mode-switcher/mode-switcher.test.tsx      |  6 +-
 .../mode-switcher/mode-switcher.tsx           |  6 +-
 .../components/sources-mode-toggle/index.ts   |  1 +
 .../sources-mode-toggle.test.tsx              | 84 +++++++++++++++++++
 .../sources-mode-toggle.tsx                   | 68 +++++++++++++++
 .../home/components/user-input/user-input.tsx |  4 +-
 .../app/workspace/[workspaceId]/home/home.tsx | 32 +++----
 apps/sim/lib/copilot/chat/ask-mode.ts         |  4 +-
 apps/sim/lib/posthog/events.ts                |  6 +-
 apps/sim/stores/mothership-mode/store.ts      | 22 +++--
 14 files changed, 196 insertions(+), 155 deletions(-)
 delete mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/answer-toggle.test.tsx
 delete mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/answer-toggle.tsx
 delete mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/index.ts
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/index.ts
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/sources-mode-toggle.test.tsx
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/sources-mode-toggle.tsx

diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/answer-toggle.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/answer-toggle.test.tsx
deleted file mode 100644
index 5c5e16e3e0f..00000000000
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/answer-toggle.test.tsx
+++ /dev/null
@@ -1,71 +0,0 @@
-/**
- * @vitest-environment jsdom
- */
-import { act } from 'react'
-import { createRoot, type Root } from 'react-dom/client'
-import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
-
-const { mockCaptureEvent } = vi.hoisted(() => ({ mockCaptureEvent: vi.fn() }))
-
-vi.mock('next/navigation', () => ({
-  useParams: () => ({ workspaceId: 'workspace-1' }),
-}))
-vi.mock('posthog-js/react', () => ({ usePostHog: () => null }))
-vi.mock('@/lib/posthog/client', () => ({ captureEvent: mockCaptureEvent }))
-
-import { AnswerToggle } from '@/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/answer-toggle'
-import { useMothershipModeStore } from '@/stores/mothership-mode/store'
-
-let root: Root | null = null
-let container: HTMLDivElement | null = null
-
-function mount() {
-  ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
-  container = document.createElement('div')
-  document.body.appendChild(container)
-  root = createRoot(container)
-  act(() => root?.render(<AnswerToggle />))
-}
-
-function button(): HTMLButtonElement | null {
-  return container?.querySelector('button') ?? null
-}
-
-beforeEach(() => {
-  mockCaptureEvent.mockClear()
-  useMothershipModeStore.getState().reset()
-})
-
-afterEach(() => {
-  if (root) act(() => root?.unmount())
-  container?.remove()
-  root = null
-  container = null
-})
-
-describe('AnswerToggle', () => {
-  it('renders nothing outside Search mode', () => {
-    mount()
-    expect(button()).toBeNull()
-  })
-
-  it('shows an unpressed Answer chip in Search mode and flips the shared flag on click', () => {
-    useMothershipModeStore.getState().setMode('search')
-    mount()
-
-    const chip = button()
-    expect(chip?.textContent).toBe('Answer')
-    expect(chip?.getAttribute('aria-pressed')).toBe('false')
-
-    act(() => {
-      chip?.dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
-    })
-
-    expect(useMothershipModeStore.getState().answer).toBe(true)
-    expect(button()?.getAttribute('aria-pressed')).toBe('true')
-    expect(mockCaptureEvent).toHaveBeenCalledWith(null, 'chat_answer_toggled', {
-      workspace_id: 'workspace-1',
-      enabled: true,
-    })
-  })
-})
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/answer-toggle.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/answer-toggle.tsx
deleted file mode 100644
index c7b410ca5bc..00000000000
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/answer-toggle.tsx
+++ /dev/null
@@ -1,44 +0,0 @@
-'use client'
-
-import { memo } from 'react'
-import { Chip, Tooltip } from '@sim/emcn'
-import { useParams } from 'next/navigation'
-import { usePostHog } from 'posthog-js/react'
-import { captureEvent } from '@/lib/posthog/client'
-import { useMothershipModeStore } from '@/stores/mothership-mode/store'
-
-/**
- * Search mode's Answer toggle: off, a query lists the matching documents; on,
- * Sim answers the question from those sources and may use the person's
- * connected tools. A label-only round `Chip` in its selected state while on,
- * sitting beside the mode switcher in the toolbar's row of round controls.
- */
-export const AnswerToggle = memo(function AnswerToggle() {
-  const { workspaceId } = useParams<{ workspaceId: string }>()
-  const posthog = usePostHog()
-  const mode = useMothershipModeStore((state) => state.mode)
-  const answer = useMothershipModeStore((state) => state.answer)
-  const setAnswer = useMothershipModeStore((state) => state.setAnswer)
-
-  if (mode !== 'search') return null
-
-  const handleToggle = () => {
-    setAnswer(!answer)
-    captureEvent(posthog, 'chat_answer_toggled', { workspace_id: workspaceId, enabled: !answer })
-  }
-
-  return (
-    <Tooltip.Root>
-      <Tooltip.Trigger asChild>
-        <Chip shape='round' active={answer} aria-pressed={answer} onClick={handleToggle}>
-          Answer
-        </Chip>
-      </Tooltip.Trigger>
-      <Tooltip.Content side='top'>
-        {answer
-          ? 'Sim answers from your sources and can use your tools'
-          : 'List matching documents'}
-      </Tooltip.Content>
-    </Tooltip.Root>
-  )
-})
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/index.ts
deleted file mode 100644
index d537887c2cb..00000000000
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/answer-toggle/index.ts
+++ /dev/null
@@ -1 +0,0 @@
-export { AnswerToggle } from './answer-toggle'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/index.ts
index bc937479e16..493b95dfeb3 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/index.ts
@@ -1,5 +1,4 @@
 export { AnimatedPlaceholderEffect } from './animated-placeholder-effect'
-export { AnswerToggle } from './answer-toggle'
 export { AttachedFilesList } from './attached-files-list'
 export type { ParsedChipLink, PortableKind } from './chip-clipboard-codec'
 export {
@@ -37,3 +36,4 @@ export { PromptEditor, usePromptEditor } from './prompt-editor'
 export { SendButton } from './send-button'
 export type { SkillsMenuHandle } from './skills-menu-dropdown/skills-menu-dropdown'
 export { SkillsMenuDropdown } from './skills-menu-dropdown/skills-menu-dropdown'
+export { SourcesModeToggle } from './sources-mode-toggle'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
index 321a359a2bb..377d819bb8d 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
@@ -83,7 +83,7 @@ describe('ModeSwitcher', () => {
     openMenu()
 
     const rows = items()
-    expect(rows.map((row) => row.textContent)).toEqual(['Build', 'Search'])
+    expect(rows.map((row) => row.textContent)).toEqual(['Build', 'Sources'])
     expect(rows[0].querySelector('svg')).not.toBeNull()
     expect(rows[1].querySelector('svg')).toBeNull()
   })
@@ -97,7 +97,7 @@ describe('ModeSwitcher', () => {
     })
 
     expect(useMothershipModeStore.getState().mode).toBe('search')
-    expect(trigger().textContent).toBe('Search')
+    expect(trigger().textContent).toBe('Sources')
     expect(mockCaptureEvent).toHaveBeenCalledWith(null, 'chat_mode_changed', {
       workspace_id: 'workspace-1',
       mode: 'search',
@@ -105,7 +105,7 @@ describe('ModeSwitcher', () => {
     expect(mockSetSearchQuery).not.toHaveBeenCalled()
   })
 
-  it('drops the search query from the URL when leaving Search', () => {
+  it('drops the search query from the URL when leaving Sources', () => {
     useMothershipModeStore.getState().setMode('search')
     mount()
     openMenu()
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
index f3e1f380ad4..f80587fd07e 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
@@ -28,11 +28,11 @@ import {
 
 const MODE_LABELS: Record<MothershipMode, string> = {
   build: 'Build',
-  search: 'Search',
+  search: 'Sources',
 }
 
 /**
- * The composer's Build / Search switcher: a label-only `Chip` in its `round`
+ * The composer's Build / Sources switcher: a label-only `Chip` in its `round`
  * shape — chip chrome throughout (`--text-body` label, `--surface-hover` on
  * hover, no text-color shift), fully round to sit in the toolbar's row of
  * round controls — opening a menu that checks the active mode, as
@@ -47,7 +47,7 @@ export const ModeSwitcher = memo(function ModeSwitcher() {
   const [, setSearchQueryParam] = useQueryState(searchQueryParam.key, searchQueryParam.parser)
   const [, setSearchFilters] = useQueryStates(searchFilterParsers, resourceUrlKeys)
 
-  /** Leaving Search drops the query from the URL, so a clean URL always means no search is showing. */
+  /** Leaving Sources drops the query from the URL, so a clean URL always means no search is showing. */
   const handleSelect = (next: MothershipMode) => {
     if (next === mode) return
     setMode(next)
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/index.ts
new file mode 100644
index 00000000000..286be05a2ac
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/index.ts
@@ -0,0 +1 @@
+export { SourcesModeToggle } from './sources-mode-toggle'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/sources-mode-toggle.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/sources-mode-toggle.test.tsx
new file mode 100644
index 00000000000..e785adaa350
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/sources-mode-toggle.test.tsx
@@ -0,0 +1,84 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockCaptureEvent } = vi.hoisted(() => ({ mockCaptureEvent: vi.fn() }))
+
+vi.mock('next/navigation', () => ({
+  useParams: () => ({ workspaceId: 'workspace-1' }),
+}))
+vi.mock('posthog-js/react', () => ({ usePostHog: () => null }))
+vi.mock('@/lib/posthog/client', () => ({ captureEvent: mockCaptureEvent }))
+
+import { SourcesModeToggle } from '@/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/sources-mode-toggle'
+import { useMothershipModeStore } from '@/stores/mothership-mode/store'
+
+let root: Root | null = null
+let container: HTMLDivElement | null = null
+
+function mount() {
+  ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+  container = document.createElement('div')
+  document.body.appendChild(container)
+  root = createRoot(container)
+  act(() => root?.render(<SourcesModeToggle />))
+}
+
+function radios(): HTMLButtonElement[] {
+  return Array.from(container?.querySelectorAll<HTMLButtonElement>('[role="radio"]') ?? [])
+}
+
+function click(radio: HTMLButtonElement) {
+  act(() => {
+    radio.dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
+  })
+}
+
+beforeEach(() => {
+  mockCaptureEvent.mockClear()
+  useMothershipModeStore.getState().reset()
+})
+
+afterEach(() => {
+  if (root) act(() => root?.unmount())
+  container?.remove()
+  root = null
+  container = null
+})
+
+describe('SourcesModeToggle', () => {
+  it('renders nothing outside Sources mode', () => {
+    mount()
+    expect(radios()).toHaveLength(0)
+  })
+
+  it('names both choices with Search selected by default, and switches to Assistant on click', () => {
+    useMothershipModeStore.getState().setMode('search')
+    mount()
+
+    expect(radios().map((radio) => radio.textContent)).toEqual(['Search', 'Assistant'])
+    expect(radios().map((radio) => radio.getAttribute('aria-checked'))).toEqual(['true', 'false'])
+
+    click(radios()[1])
+
+    expect(useMothershipModeStore.getState().assistant).toBe(true)
+    expect(radios().map((radio) => radio.getAttribute('aria-checked'))).toEqual(['false', 'true'])
+    expect(mockCaptureEvent).toHaveBeenCalledWith(null, 'chat_sources_mode_changed', {
+      workspace_id: 'workspace-1',
+      mode: 'assistant',
+    })
+  })
+
+  it('does not report re-selecting the current choice', () => {
+    useMothershipModeStore.getState().setMode('search')
+    mount()
+
+    click(radios()[0])
+
+    expect(useMothershipModeStore.getState().assistant).toBe(false)
+    expect(mockCaptureEvent).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/sources-mode-toggle.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/sources-mode-toggle.tsx
new file mode 100644
index 00000000000..d3d04e9757d
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/sources-mode-toggle.tsx
@@ -0,0 +1,68 @@
+'use client'
+
+import { memo } from 'react'
+import { Chip, Tooltip } from '@sim/emcn'
+import { useParams } from 'next/navigation'
+import { usePostHog } from 'posthog-js/react'
+import { captureEvent } from '@/lib/posthog/client'
+import { useMothershipModeStore } from '@/stores/mothership-mode/store'
+
+const OPTIONS = [
+  {
+    assistant: false,
+    label: 'Search',
+    hint: 'Enterprise search: list the documents that match, from every source you can read',
+  },
+  {
+    assistant: true,
+    label: 'Assistant',
+    hint: 'Answer in natural language from your sources, citing them, using your tools when needed',
+  },
+] as const
+
+/**
+ * Sources mode's two ways to use the sources, as a pair of round chips that
+ * act as one radio group: Search lists the matching documents; Assistant
+ * answers the question in natural language from them. The selected chip is
+ * the one in its selected state, so both choices are always named and the
+ * current one is never in doubt.
+ */
+export const SourcesModeToggle = memo(function SourcesModeToggle() {
+  const { workspaceId } = useParams<{ workspaceId: string }>()
+  const posthog = usePostHog()
+  const mode = useMothershipModeStore((state) => state.mode)
+  const assistant = useMothershipModeStore((state) => state.assistant)
+  const setAssistant = useMothershipModeStore((state) => state.setAssistant)
+
+  if (mode !== 'search') return null
+
+  const select = (next: boolean) => {
+    if (next === assistant) return
+    setAssistant(next)
+    captureEvent(posthog, 'chat_sources_mode_changed', {
+      workspace_id: workspaceId,
+      mode: next ? 'assistant' : 'search',
+    })
+  }
+
+  return (
+    <div role='radiogroup' aria-label='How to use your sources' className='flex items-center gap-1'>
+      {OPTIONS.map((option) => (
+        <Tooltip.Root key={option.label}>
+          <Tooltip.Trigger asChild>
+            <Chip
+              shape='round'
+              role='radio'
+              aria-checked={option.assistant === assistant}
+              active={option.assistant === assistant}
+              onClick={() => select(option.assistant)}
+            >
+              {option.label}
+            </Chip>
+          </Tooltip.Trigger>
+          <Tooltip.Content side='top'>{option.hint}</Tooltip.Content>
+        </Tooltip.Root>
+      ))}
+    </div>
+  )
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
index 76d11bc308a..37adb0737c5 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
@@ -21,7 +21,6 @@ import { MOTHERSHIP_ACCEPT_ATTRIBUTE } from '@/lib/uploads/utils/validation'
 import { useChatSurface } from '@/app/workspace/[workspaceId]/home/components/chat-surface-context'
 import {
   AnimatedPlaceholderEffect,
-  AnswerToggle,
   AttachedFilesList,
   DropOverlay,
   MicButton,
@@ -29,6 +28,7 @@ import {
   ModeSwitcher,
   PromptEditor,
   SendButton,
+  SourcesModeToggle,
   usePromptEditor,
 } from '@/app/workspace/[workspaceId]/home/components/user-input/components'
 import { handleMothershipAddContextEvent } from '@/app/workspace/[workspaceId]/home/components/user-input/mothership-context-event'
@@ -720,7 +720,7 @@ const UserInputImpl = forwardRef<UserInputHandle, UserInputProps>(function UserI
           </Tooltip.Root>
         </div>
         <div className='flex items-center gap-1.5'>
-          {canSearch && <AnswerToggle />}
+          {canSearch && <SourcesModeToggle />}
           {canSearch && <ModeSwitcher />}
           {isSttSupported && (
             <MicButton
diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index 92549aee76a..5962b1e38ed 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -195,7 +195,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
     if (searchQuery) useMothershipModeStore.getState().setMode('search')
   }, [searchQuery])
   const composerMode = useMothershipModeStore((state) => state.mode)
-  const answerMode = useMothershipModeStore((state) => state.answer)
+  const assistantMode = useMothershipModeStore((state) => state.assistant)
   /** The bases an Ask turn is grounded in; read through a ref so a list refresh never rebuilds the submit handler. */
   const { data: knowledgeBases = EMPTY_KNOWLEDGE_BASES } = useKnowledgeBasesQuery(workspaceId)
   const knowledgeBasesRef = useRef(knowledgeBases)
@@ -488,13 +488,13 @@ export function Home({ chatId, userName, userId }: HomeProps) {
       })
 
       /**
-       * Search without Answer lists documents, not a turn of the agent, and only
-       * a query can be answered: attachments alone have nothing to search for.
-       * With Answer on, the query is a turn of the agent grounded in the sources.
+       * Sources mode's Search lists documents, not a turn of the agent, and only
+       * a query can be searched: attachments alone have nothing to search for.
+       * Its Assistant makes the query a turn of the agent grounded in the sources.
        */
-      const { mode, answer } = useMothershipModeStore.getState()
-      const answering = mode === 'search' && answer
-      if (mode === 'search' && !answer) {
+      const { mode, assistant } = useMothershipModeStore.getState()
+      const answering = mode === 'search' && assistant
+      if (mode === 'search' && !assistant) {
         if (trimmed) setSearchQuery(trimmed)
         return
       }
@@ -523,23 +523,23 @@ export function Home({ chatId, userName, userId }: HomeProps) {
   /** An emptied search box returns to the sources; nothing else reads the cleared query. */
   const clearSearch = useCallback(() => setSearchQuery(''), [setSearchQuery])
 
-  /** Summarize or Answer on a result: turn Answer on and hand the question to the agent. */
+  /** Summarize or Answer on a result: switch to Assistant and hand the question to it. */
   const handleSummarize = (prompt: string) => {
     const store = useMothershipModeStore.getState()
     store.setMode('search')
-    store.setAnswer(true)
+    store.setAssistant(true)
     setSearchQuery('')
     handleSubmit(prompt)
   }
   /**
-   * A chat that already exists never opens in document-listing Search: its
-   * transcript is a conversation, and search results never join it. Build and
-   * Search with Answer both carry over, so a follow-up stays grounded in the
-   * sources.
+   * A chat that already exists never opens in Sources' document-listing
+   * Search: its transcript is a conversation, and search results never join
+   * it. Build and the Assistant both carry over, so a follow-up stays grounded
+   * in the sources.
    */
   useEffect(() => {
     const store = useMothershipModeStore.getState()
-    if (chatId && store.mode === 'search' && !store.answer) store.setMode('build')
+    if (chatId && store.mode === 'search' && !store.assistant) store.setMode('build')
   }, [chatId])
   const showSearchResults = composerMode === 'search' && searchQuery.trim().length > 0
   const searchResults = showSearchResults ? (
@@ -772,7 +772,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
                     draftScopeKey={draftScopeKey}
                     onSubmit={handleSubmit}
                     canSearch
-                    clearOnSubmit={composerMode !== 'search' || answerMode}
+                    clearOnSubmit={composerMode !== 'search' || assistantMode}
                     onCleared={clearSearch}
                     isSending={isSending}
                     onStopGeneration={handleStopGeneration}
@@ -801,7 +801,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
             isLoading={showChatSkeleton}
             onSubmit={handleSubmit}
             canSearch
-            clearOnSubmit={composerMode !== 'search' || answerMode}
+            clearOnSubmit={composerMode !== 'search' || assistantMode}
             onCleared={clearSearch}
             onStopGeneration={handleStopGeneration}
             messageQueue={messageQueue}
diff --git a/apps/sim/lib/copilot/chat/ask-mode.ts b/apps/sim/lib/copilot/chat/ask-mode.ts
index d55a97f4b1d..02d7b81232b 100644
--- a/apps/sim/lib/copilot/chat/ask-mode.ts
+++ b/apps/sim/lib/copilot/chat/ask-mode.ts
@@ -18,10 +18,10 @@ export const ASK_MODE_AGENT_CONTEXT: AskModeAgentContext = {
   type: 'skill',
   tag: '@Ask',
   content: [
-    'The person asked Search to answer: they want an answer drawn from their connected sources, not an action.',
+    'The person chose the Assistant: they want an answer in natural language drawn from their connected sources, not an action.',
     '',
     '- Answer from the knowledge bases attached to this message first. Search them with the knowledge tool `query` operation, and search again with other phrasings when the first pass returns little. Do not read a base or its metadata first; search.',
-    "- Reach for a connected integration only when the indexed sources cannot answer: live or very recent data (today's inbox, a calendar), or an action the person asked for outright. Say which service you used. Never build, run, or schedule anything on an answer turn.",
+    "- Reach for a connected integration only when the indexed sources cannot answer: live or very recent data (today's inbox, a calendar), or an action the person asked for outright. Say which service you used. Never build, run, or schedule anything on an Assistant turn.",
     '- Cite every claim with a `<source>` tag exactly as the knowledge tool describes. When nothing relevant is found, say so plainly instead of guessing.',
     '- Keep the answer short: lead with the answer, then the supporting points.',
     '- Suggested follow-ups, when you offer them, are questions the attached sources can answer. Never suggest building, running, or automating anything.',
diff --git a/apps/sim/lib/posthog/events.ts b/apps/sim/lib/posthog/events.ts
index 3a01b26634b..953c17d467f 100644
--- a/apps/sim/lib/posthog/events.ts
+++ b/apps/sim/lib/posthog/events.ts
@@ -620,10 +620,10 @@ export interface PostHogEventMap {
     mode: 'build' | 'search'
   }
 
-  /** Search mode's Answer toggle was flipped. */
-  chat_answer_toggled: {
+  /** Sources mode's Search / Assistant choice changed. */
+  chat_sources_mode_changed: {
     workspace_id: string
-    enabled: boolean
+    mode: 'search' | 'assistant'
   }
 
   /**
diff --git a/apps/sim/stores/mothership-mode/store.ts b/apps/sim/stores/mothership-mode/store.ts
index a3288747b58..c90e70455bd 100644
--- a/apps/sim/stores/mothership-mode/store.ts
+++ b/apps/sim/stores/mothership-mode/store.ts
@@ -7,20 +7,24 @@ export type MothershipMode = (typeof MOTHERSHIP_MODES)[number]
 
 interface MothershipModeState {
   mode: MothershipMode
-  /** Search mode's Answer toggle: Sim answers from the sources instead of listing them. */
-  answer: boolean
+  /** Sources mode's Assistant choice: Sim answers from the sources instead of listing them. */
+  assistant: boolean
   setMode: (mode: MothershipMode) => void
-  setAnswer: (answer: boolean) => void
+  setAssistant: (assistant: boolean) => void
   reset: () => void
 }
 
-const initialState: Pick<MothershipModeState, 'mode' | 'answer'> = { mode: 'build', answer: false }
+const initialState: Pick<MothershipModeState, 'mode' | 'assistant'> = {
+  mode: 'build',
+  assistant: false,
+}
 
 /**
- * The chat composer's mode — Build (default) or Search — and Search's Answer
- * toggle, read by the input's controls and by the suggested actions beneath
- * the input. Search lists the matching documents with no turn at all; with
- * Answer on, a query is a turn of the agent grounded in the searched sources.
+ * The chat composer's mode — Build (default) or Sources (`search`) — and
+ * Sources mode's Search / Assistant choice, read by the input's controls and by
+ * the suggested actions beneath the input. Search lists the matching documents
+ * with no turn at all; Assistant makes a query a turn of the agent grounded in
+ * the searched sources.
  *
  * A store rather than `Home` state because `Home` remounts per chat
  * (`key={chatId}`) and the new-chat → `/chat/[chatId]` handoff must carry the
@@ -36,7 +40,7 @@ export const useMothershipModeStore = create<MothershipModeState>()(
     (set) => ({
       ...initialState,
       setMode: (mode) => set({ mode }),
-      setAnswer: (answer) => set({ answer }),
+      setAssistant: (assistant) => set({ assistant }),
       reset: () => set(initialState),
     }),
     { name: 'mothership-mode-store' }

From d0744a8160db57e47c0a8e03db9e7076814cdd19 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 13:06:19 -0700
Subject: [PATCH 69/76] improvement(home): make Assistant a peer of Build and
 Search in the mode switcher

---
 .../suggested-actions.test.tsx                | 10 +++
 .../suggested-actions/suggested-actions.tsx   |  3 +-
 .../components/user-input/components/index.ts |  1 -
 .../mode-switcher/mode-switcher.test.tsx      |  9 +-
 .../mode-switcher/mode-switcher.tsx           |  7 +-
 .../components/sources-mode-toggle/index.ts   |  1 -
 .../sources-mode-toggle.test.tsx              | 84 -------------------
 .../sources-mode-toggle.tsx                   | 68 ---------------
 .../home/components/user-input/user-input.tsx |  2 -
 .../app/workspace/[workspaceId]/home/home.tsx | 30 +++----
 apps/sim/lib/posthog/events.ts                |  8 +-
 apps/sim/stores/mothership-mode/store.ts      | 21 ++---
 12 files changed, 42 insertions(+), 202 deletions(-)
 delete mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/index.ts
 delete mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/sources-mode-toggle.test.tsx
 delete mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/sources-mode-toggle.tsx

diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
index b0674f4774b..635fe39bfce 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
@@ -128,4 +128,14 @@ describe('SuggestedActions', () => {
     expect(document.querySelector('[data-testid="search-sources"]')).not.toBeNull()
     expect(rows()).toHaveLength(0)
   })
+
+  it('shows the sources in Assistant mode, which answers from them', () => {
+    mount()
+
+    act(() => useMothershipModeStore.getState().setMode('assistant'))
+
+    expect(heading()).toBe('Sources')
+    expect(document.querySelector('[data-testid="search-sources"]')).not.toBeNull()
+    expect(rows()).toHaveLength(0)
+  })
 })
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
index 889c988aef7..d2b58ca8666 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
@@ -235,6 +235,7 @@ const INITIAL_ACTIONS: Action[] = [
 const HEADINGS: Record<MothershipMode, string> = {
   build: 'Suggested actions',
   search: 'Sources',
+  assistant: 'Sources',
 }
 
 interface SuggestedActionsProps {
@@ -372,7 +373,7 @@ export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
               `collapsible-up`/`-down` interpolate height alone, so a margin here
               would hold its full value through the close and then vanish on unmount,
               snapping the content below up. */}
-          {mode === 'search' && workspaceId ? (
+          {mode !== 'build' && workspaceId ? (
             <div className='pt-1.5'>
               <SearchSources workspaceId={workspaceId} />
             </div>
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/index.ts
index 493b95dfeb3..7d8bdca03af 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/index.ts
@@ -36,4 +36,3 @@ export { PromptEditor, usePromptEditor } from './prompt-editor'
 export { SendButton } from './send-button'
 export type { SkillsMenuHandle } from './skills-menu-dropdown/skills-menu-dropdown'
 export { SkillsMenuDropdown } from './skills-menu-dropdown/skills-menu-dropdown'
-export { SourcesModeToggle } from './sources-mode-toggle'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
index 377d819bb8d..fafe6bbdb4a 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
@@ -78,14 +78,15 @@ describe('ModeSwitcher', () => {
     expect(button.querySelector('svg')).toBeNull()
   })
 
-  it('lists both modes and checks the active one', () => {
+  it('lists every mode and checks the active one', () => {
     mount()
     openMenu()
 
     const rows = items()
-    expect(rows.map((row) => row.textContent)).toEqual(['Build', 'Sources'])
+    expect(rows.map((row) => row.textContent)).toEqual(['Build', 'Search', 'Assistant'])
     expect(rows[0].querySelector('svg')).not.toBeNull()
     expect(rows[1].querySelector('svg')).toBeNull()
+    expect(rows[2].querySelector('svg')).toBeNull()
   })
 
   it('switches the shared mode and reports the change', () => {
@@ -97,7 +98,7 @@ describe('ModeSwitcher', () => {
     })
 
     expect(useMothershipModeStore.getState().mode).toBe('search')
-    expect(trigger().textContent).toBe('Sources')
+    expect(trigger().textContent).toBe('Search')
     expect(mockCaptureEvent).toHaveBeenCalledWith(null, 'chat_mode_changed', {
       workspace_id: 'workspace-1',
       mode: 'search',
@@ -105,7 +106,7 @@ describe('ModeSwitcher', () => {
     expect(mockSetSearchQuery).not.toHaveBeenCalled()
   })
 
-  it('drops the search query from the URL when leaving Sources', () => {
+  it('drops the search query from the URL when leaving Search', () => {
     useMothershipModeStore.getState().setMode('search')
     mount()
     openMenu()
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
index f80587fd07e..0f8388e8298 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
@@ -28,11 +28,12 @@ import {
 
 const MODE_LABELS: Record<MothershipMode, string> = {
   build: 'Build',
-  search: 'Sources',
+  search: 'Search',
+  assistant: 'Assistant',
 }
 
 /**
- * The composer's Build / Sources switcher: a label-only `Chip` in its `round`
+ * The composer's Build / Search / Assistant switcher: a label-only `Chip` in its `round`
  * shape — chip chrome throughout (`--text-body` label, `--surface-hover` on
  * hover, no text-color shift), fully round to sit in the toolbar's row of
  * round controls — opening a menu that checks the active mode, as
@@ -47,7 +48,7 @@ export const ModeSwitcher = memo(function ModeSwitcher() {
   const [, setSearchQueryParam] = useQueryState(searchQueryParam.key, searchQueryParam.parser)
   const [, setSearchFilters] = useQueryStates(searchFilterParsers, resourceUrlKeys)
 
-  /** Leaving Sources drops the query from the URL, so a clean URL always means no search is showing. */
+  /** Leaving Search drops the query from the URL, so a clean URL always means no search is showing. */
   const handleSelect = (next: MothershipMode) => {
     if (next === mode) return
     setMode(next)
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/index.ts
deleted file mode 100644
index 286be05a2ac..00000000000
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/index.ts
+++ /dev/null
@@ -1 +0,0 @@
-export { SourcesModeToggle } from './sources-mode-toggle'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/sources-mode-toggle.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/sources-mode-toggle.test.tsx
deleted file mode 100644
index e785adaa350..00000000000
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/sources-mode-toggle.test.tsx
+++ /dev/null
@@ -1,84 +0,0 @@
-/**
- * @vitest-environment jsdom
- */
-import { act } from 'react'
-import { createRoot, type Root } from 'react-dom/client'
-import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
-
-const { mockCaptureEvent } = vi.hoisted(() => ({ mockCaptureEvent: vi.fn() }))
-
-vi.mock('next/navigation', () => ({
-  useParams: () => ({ workspaceId: 'workspace-1' }),
-}))
-vi.mock('posthog-js/react', () => ({ usePostHog: () => null }))
-vi.mock('@/lib/posthog/client', () => ({ captureEvent: mockCaptureEvent }))
-
-import { SourcesModeToggle } from '@/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/sources-mode-toggle'
-import { useMothershipModeStore } from '@/stores/mothership-mode/store'
-
-let root: Root | null = null
-let container: HTMLDivElement | null = null
-
-function mount() {
-  ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
-  container = document.createElement('div')
-  document.body.appendChild(container)
-  root = createRoot(container)
-  act(() => root?.render(<SourcesModeToggle />))
-}
-
-function radios(): HTMLButtonElement[] {
-  return Array.from(container?.querySelectorAll<HTMLButtonElement>('[role="radio"]') ?? [])
-}
-
-function click(radio: HTMLButtonElement) {
-  act(() => {
-    radio.dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
-  })
-}
-
-beforeEach(() => {
-  mockCaptureEvent.mockClear()
-  useMothershipModeStore.getState().reset()
-})
-
-afterEach(() => {
-  if (root) act(() => root?.unmount())
-  container?.remove()
-  root = null
-  container = null
-})
-
-describe('SourcesModeToggle', () => {
-  it('renders nothing outside Sources mode', () => {
-    mount()
-    expect(radios()).toHaveLength(0)
-  })
-
-  it('names both choices with Search selected by default, and switches to Assistant on click', () => {
-    useMothershipModeStore.getState().setMode('search')
-    mount()
-
-    expect(radios().map((radio) => radio.textContent)).toEqual(['Search', 'Assistant'])
-    expect(radios().map((radio) => radio.getAttribute('aria-checked'))).toEqual(['true', 'false'])
-
-    click(radios()[1])
-
-    expect(useMothershipModeStore.getState().assistant).toBe(true)
-    expect(radios().map((radio) => radio.getAttribute('aria-checked'))).toEqual(['false', 'true'])
-    expect(mockCaptureEvent).toHaveBeenCalledWith(null, 'chat_sources_mode_changed', {
-      workspace_id: 'workspace-1',
-      mode: 'assistant',
-    })
-  })
-
-  it('does not report re-selecting the current choice', () => {
-    useMothershipModeStore.getState().setMode('search')
-    mount()
-
-    click(radios()[0])
-
-    expect(useMothershipModeStore.getState().assistant).toBe(false)
-    expect(mockCaptureEvent).not.toHaveBeenCalled()
-  })
-})
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/sources-mode-toggle.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/sources-mode-toggle.tsx
deleted file mode 100644
index d3d04e9757d..00000000000
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/sources-mode-toggle/sources-mode-toggle.tsx
+++ /dev/null
@@ -1,68 +0,0 @@
-'use client'
-
-import { memo } from 'react'
-import { Chip, Tooltip } from '@sim/emcn'
-import { useParams } from 'next/navigation'
-import { usePostHog } from 'posthog-js/react'
-import { captureEvent } from '@/lib/posthog/client'
-import { useMothershipModeStore } from '@/stores/mothership-mode/store'
-
-const OPTIONS = [
-  {
-    assistant: false,
-    label: 'Search',
-    hint: 'Enterprise search: list the documents that match, from every source you can read',
-  },
-  {
-    assistant: true,
-    label: 'Assistant',
-    hint: 'Answer in natural language from your sources, citing them, using your tools when needed',
-  },
-] as const
-
-/**
- * Sources mode's two ways to use the sources, as a pair of round chips that
- * act as one radio group: Search lists the matching documents; Assistant
- * answers the question in natural language from them. The selected chip is
- * the one in its selected state, so both choices are always named and the
- * current one is never in doubt.
- */
-export const SourcesModeToggle = memo(function SourcesModeToggle() {
-  const { workspaceId } = useParams<{ workspaceId: string }>()
-  const posthog = usePostHog()
-  const mode = useMothershipModeStore((state) => state.mode)
-  const assistant = useMothershipModeStore((state) => state.assistant)
-  const setAssistant = useMothershipModeStore((state) => state.setAssistant)
-
-  if (mode !== 'search') return null
-
-  const select = (next: boolean) => {
-    if (next === assistant) return
-    setAssistant(next)
-    captureEvent(posthog, 'chat_sources_mode_changed', {
-      workspace_id: workspaceId,
-      mode: next ? 'assistant' : 'search',
-    })
-  }
-
-  return (
-    <div role='radiogroup' aria-label='How to use your sources' className='flex items-center gap-1'>
-      {OPTIONS.map((option) => (
-        <Tooltip.Root key={option.label}>
-          <Tooltip.Trigger asChild>
-            <Chip
-              shape='round'
-              role='radio'
-              aria-checked={option.assistant === assistant}
-              active={option.assistant === assistant}
-              onClick={() => select(option.assistant)}
-            >
-              {option.label}
-            </Chip>
-          </Tooltip.Trigger>
-          <Tooltip.Content side='top'>{option.hint}</Tooltip.Content>
-        </Tooltip.Root>
-      ))}
-    </div>
-  )
-})
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
index 37adb0737c5..9cf844cf597 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
@@ -28,7 +28,6 @@ import {
   ModeSwitcher,
   PromptEditor,
   SendButton,
-  SourcesModeToggle,
   usePromptEditor,
 } from '@/app/workspace/[workspaceId]/home/components/user-input/components'
 import { handleMothershipAddContextEvent } from '@/app/workspace/[workspaceId]/home/components/user-input/mothership-context-event'
@@ -720,7 +719,6 @@ const UserInputImpl = forwardRef<UserInputHandle, UserInputProps>(function UserI
           </Tooltip.Root>
         </div>
         <div className='flex items-center gap-1.5'>
-          {canSearch && <SourcesModeToggle />}
           {canSearch && <ModeSwitcher />}
           {isSttSupported && (
             <MicButton
diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index 5962b1e38ed..71c754a1018 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -195,7 +195,6 @@ export function Home({ chatId, userName, userId }: HomeProps) {
     if (searchQuery) useMothershipModeStore.getState().setMode('search')
   }, [searchQuery])
   const composerMode = useMothershipModeStore((state) => state.mode)
-  const assistantMode = useMothershipModeStore((state) => state.assistant)
   /** The bases an Ask turn is grounded in; read through a ref so a list refresh never rebuilds the submit handler. */
   const { data: knowledgeBases = EMPTY_KNOWLEDGE_BASES } = useKnowledgeBasesQuery(workspaceId)
   const knowledgeBasesRef = useRef(knowledgeBases)
@@ -488,13 +487,13 @@ export function Home({ chatId, userName, userId }: HomeProps) {
       })
 
       /**
-       * Sources mode's Search lists documents, not a turn of the agent, and only
-       * a query can be searched: attachments alone have nothing to search for.
-       * Its Assistant makes the query a turn of the agent grounded in the sources.
+       * Search lists documents, not a turn of the agent, and only a query can
+       * be searched: attachments alone have nothing to search for. Assistant
+       * makes the query a turn of the agent grounded in the sources.
        */
-      const { mode, assistant } = useMothershipModeStore.getState()
-      const answering = mode === 'search' && assistant
-      if (mode === 'search' && !assistant) {
+      const mode = useMothershipModeStore.getState().mode
+      const answering = mode === 'assistant'
+      if (mode === 'search') {
         if (trimmed) setSearchQuery(trimmed)
         return
       }
@@ -525,21 +524,18 @@ export function Home({ chatId, userName, userId }: HomeProps) {
 
   /** Summarize or Answer on a result: switch to Assistant and hand the question to it. */
   const handleSummarize = (prompt: string) => {
-    const store = useMothershipModeStore.getState()
-    store.setMode('search')
-    store.setAssistant(true)
+    useMothershipModeStore.getState().setMode('assistant')
     setSearchQuery('')
     handleSubmit(prompt)
   }
   /**
-   * A chat that already exists never opens in Sources' document-listing
-   * Search: its transcript is a conversation, and search results never join
-   * it. Build and the Assistant both carry over, so a follow-up stays grounded
-   * in the sources.
+   * A chat that already exists never opens in Search: its transcript is a
+   * conversation, and search results never join it. Build and Assistant both
+   * carry over, so a follow-up stays grounded in the sources.
    */
   useEffect(() => {
     const store = useMothershipModeStore.getState()
-    if (chatId && store.mode === 'search' && !store.assistant) store.setMode('build')
+    if (chatId && store.mode === 'search') store.setMode('build')
   }, [chatId])
   const showSearchResults = composerMode === 'search' && searchQuery.trim().length > 0
   const searchResults = showSearchResults ? (
@@ -772,7 +768,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
                     draftScopeKey={draftScopeKey}
                     onSubmit={handleSubmit}
                     canSearch
-                    clearOnSubmit={composerMode !== 'search' || assistantMode}
+                    clearOnSubmit={composerMode !== 'search'}
                     onCleared={clearSearch}
                     isSending={isSending}
                     onStopGeneration={handleStopGeneration}
@@ -801,7 +797,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
             isLoading={showChatSkeleton}
             onSubmit={handleSubmit}
             canSearch
-            clearOnSubmit={composerMode !== 'search' || assistantMode}
+            clearOnSubmit={composerMode !== 'search'}
             onCleared={clearSearch}
             onStopGeneration={handleStopGeneration}
             messageQueue={messageQueue}
diff --git a/apps/sim/lib/posthog/events.ts b/apps/sim/lib/posthog/events.ts
index 953c17d467f..982f963fa02 100644
--- a/apps/sim/lib/posthog/events.ts
+++ b/apps/sim/lib/posthog/events.ts
@@ -617,13 +617,7 @@ export interface PostHogEventMap {
   /** The chat composer's mode switcher picked a different mode. */
   chat_mode_changed: {
     workspace_id: string
-    mode: 'build' | 'search'
-  }
-
-  /** Sources mode's Search / Assistant choice changed. */
-  chat_sources_mode_changed: {
-    workspace_id: string
-    mode: 'search' | 'assistant'
+    mode: 'build' | 'search' | 'assistant'
   }
 
   /**
diff --git a/apps/sim/stores/mothership-mode/store.ts b/apps/sim/stores/mothership-mode/store.ts
index c90e70455bd..b7df5184a6e 100644
--- a/apps/sim/stores/mothership-mode/store.ts
+++ b/apps/sim/stores/mothership-mode/store.ts
@@ -1,30 +1,24 @@
 import { create } from 'zustand'
 import { devtools } from 'zustand/middleware'
 
-export const MOTHERSHIP_MODES = ['build', 'search'] as const
+export const MOTHERSHIP_MODES = ['build', 'search', 'assistant'] as const
 
 export type MothershipMode = (typeof MOTHERSHIP_MODES)[number]
 
 interface MothershipModeState {
   mode: MothershipMode
-  /** Sources mode's Assistant choice: Sim answers from the sources instead of listing them. */
-  assistant: boolean
   setMode: (mode: MothershipMode) => void
-  setAssistant: (assistant: boolean) => void
   reset: () => void
 }
 
-const initialState: Pick<MothershipModeState, 'mode' | 'assistant'> = {
-  mode: 'build',
-  assistant: false,
-}
+const initialState: Pick<MothershipModeState, 'mode'> = { mode: 'build' }
 
 /**
- * The chat composer's mode — Build (default) or Sources (`search`) — and
- * Sources mode's Search / Assistant choice, read by the input's controls and by
- * the suggested actions beneath the input. Search lists the matching documents
- * with no turn at all; Assistant makes a query a turn of the agent grounded in
- * the searched sources.
+ * The chat composer's mode — Build (default), Search, or Assistant — read by
+ * the input's mode switcher and by the suggested actions beneath the input.
+ * Build is the agent with everything it can do; Search lists the matching
+ * documents with no turn at all; Assistant is a turn of the agent grounded in
+ * the searched sources, answering in natural language.
  *
  * A store rather than `Home` state because `Home` remounts per chat
  * (`key={chatId}`) and the new-chat → `/chat/[chatId]` handoff must carry the
@@ -40,7 +34,6 @@ export const useMothershipModeStore = create<MothershipModeState>()(
     (set) => ({
       ...initialState,
       setMode: (mode) => set({ mode }),
-      setAssistant: (assistant) => set({ assistant }),
       reset: () => set(initialState),
     }),
     { name: 'mothership-mode-store' }

From af2557befeae89720cb9f0ec7a47b93ce580b570 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 13:14:00 -0700
Subject: [PATCH 70/76] improvement(home): keep the composer mode in the URL
 and drop the mode store

---
 .../suggested-actions.test.tsx                | 22 ++++--
 .../suggested-actions/suggested-actions.tsx   |  5 +-
 .../mode-switcher/mode-switcher.test.tsx      | 73 ++++++++++++-------
 .../mode-switcher/mode-switcher.tsx           | 13 ++--
 .../app/workspace/[workspaceId]/home/home.tsx | 49 ++++++++-----
 .../[workspaceId]/home/hooks/chat-url.ts      |  9 +++
 .../[workspaceId]/home/hooks/index.ts         |  1 +
 .../home/hooks/stream/handle-session-event.ts |  7 +-
 .../[workspaceId]/home/hooks/use-chat.ts      |  3 +-
 .../home/hooks/use-mothership-mode.ts         | 13 ++++
 .../[workspaceId]/home/search-params.ts       | 18 +++++
 apps/sim/stores/mothership-mode/store.ts      | 41 -----------
 apps/sim/stores/reset-all-stores.ts           |  2 -
 13 files changed, 147 insertions(+), 109 deletions(-)
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/hooks/chat-url.ts
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/hooks/use-mothership-mode.ts
 delete mode 100644 apps/sim/stores/mothership-mode/store.ts

diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
index 635fe39bfce..a879ee5bc35 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.test.tsx
@@ -5,10 +5,23 @@ import { act } from 'react'
 import { createRoot, type Root } from 'react-dom/client'
 import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
 
-const { mockCaptureEvent } = vi.hoisted(() => ({
+const { mockCaptureEvent, modeState } = vi.hoisted(() => ({
   mockCaptureEvent: vi.fn(),
+  /** The URL `mode` param as the nuqs mock serves it; `set` is the live setter once mounted. */
+  modeState: { initial: 'build', set: (_next: string) => {} },
 }))
 
+vi.mock('nuqs', async () => {
+  const { useState } = await import('react')
+  return {
+    useQueryState: () => {
+      const [mode, setMode] = useState(modeState.initial)
+      modeState.set = setMode
+      return [mode, setMode]
+    },
+  }
+})
+
 vi.mock('next/navigation', () => ({
   useParams: () => ({ workspaceId: 'workspace-1' }),
 }))
@@ -74,7 +87,6 @@ vi.mock('@/app/workspace/[workspaceId]/components/connect-oauth-modal', () => ({
 }))
 
 import { SuggestedActions } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions'
-import { useMothershipModeStore } from '@/stores/mothership-mode/store'
 
 let root: Root | null = null
 let container: HTMLDivElement | null = null
@@ -101,7 +113,7 @@ function rows(): HTMLButtonElement[] {
 beforeEach(() => {
   onSelectPrompt.mockClear()
   mockCaptureEvent.mockClear()
-  useMothershipModeStore.getState().reset()
+  modeState.initial = 'build'
 })
 
 afterEach(() => {
@@ -122,7 +134,7 @@ describe('SuggestedActions', () => {
   it('shows every source in Search mode instead of the sampled suggestions', () => {
     mount()
 
-    act(() => useMothershipModeStore.getState().setMode('search'))
+    act(() => modeState.set('search'))
 
     expect(heading()).toBe('Sources')
     expect(document.querySelector('[data-testid="search-sources"]')).not.toBeNull()
@@ -132,7 +144,7 @@ describe('SuggestedActions', () => {
   it('shows the sources in Assistant mode, which answers from them', () => {
     mount()
 
-    act(() => useMothershipModeStore.getState().setMode('assistant'))
+    act(() => modeState.set('assistant'))
 
     expect(heading()).toBe('Sources')
     expect(document.querySelector('[data-testid="search-sources"]')).not.toBeNull()
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
index d2b58ca8666..76e1ec28c28 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/suggested-actions/suggested-actions.tsx
@@ -21,6 +21,8 @@ import type {
   OAuthConnectTarget,
 } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/types'
 import { weightedSample } from '@/app/workspace/[workspaceId]/home/components/suggested-actions/weighted-sample'
+import { useMothershipMode } from '@/app/workspace/[workspaceId]/home/hooks/use-mothership-mode'
+import type { MothershipMode } from '@/app/workspace/[workspaceId]/home/search-params'
 import { BrandIcon } from '@/blocks/brand-icon'
 import { getAllBlockMeta } from '@/blocks/registry'
 import type { ModuleTag } from '@/blocks/types'
@@ -29,7 +31,6 @@ import { useKnowledgeBasesQuery } from '@/hooks/queries/kb/knowledge'
 import { useOAuthConnections } from '@/hooks/queries/oauth/oauth-connections'
 import { useTablesList } from '@/hooks/queries/tables'
 import { usePermissionConfig } from '@/hooks/use-permission-config'
-import { type MothershipMode, useMothershipModeStore } from '@/stores/mothership-mode/store'
 
 /** Lookup integration slug by OAuth service display name (case-insensitive). */
 const SLUG_BY_LOWER_NAME: ReadonlyMap<string, string> = new Map(
@@ -245,7 +246,7 @@ interface SuggestedActionsProps {
 export function SuggestedActions({ onSelectPrompt }: SuggestedActionsProps) {
   const { workspaceId } = useParams<{ workspaceId: string }>()
   const posthog = usePostHog()
-  const mode = useMothershipModeStore((state) => state.mode)
+  const [mode] = useMothershipMode()
   const { integrationAvailability } = usePermissionConfig()
 
   const { data: credentials = EMPTY_CREDENTIALS } = useWorkspaceCredentials({
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
index fafe6bbdb4a..92f6aa38b0e 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.test.tsx
@@ -5,24 +5,35 @@ import { act } from 'react'
 import { createRoot, type Root } from 'react-dom/client'
 import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
 
-const { mockCaptureEvent, mockSetSearchQuery, mockSetSearchFilters } = vi.hoisted(() => ({
-  mockCaptureEvent: vi.fn(),
-  mockSetSearchQuery: vi.fn(),
-  mockSetSearchFilters: vi.fn(),
-}))
+const { mockCaptureEvent, mockSetSearchQuery, mockSetSearchFilters, modeState } = vi.hoisted(
+  () => ({
+    mockCaptureEvent: vi.fn(),
+    mockSetSearchQuery: vi.fn(),
+    mockSetSearchFilters: vi.fn(),
+    /** The URL `mode` param as the nuqs mock serves it; `set` is the live setter once mounted. */
+    modeState: { initial: 'build', set: (_next: string) => {} },
+  })
+)
 
 vi.mock('next/navigation', () => ({
   useParams: () => ({ workspaceId: 'workspace-1' }),
 }))
-vi.mock('nuqs', () => ({
-  useQueryState: () => [null, mockSetSearchQuery],
-  useQueryStates: () => [{}, mockSetSearchFilters],
-}))
+vi.mock('nuqs', async () => {
+  const { useState } = await import('react')
+  return {
+    useQueryState: (key: string) => {
+      const [mode, setMode] = useState(modeState.initial)
+      if (key !== 'mode') return [null, mockSetSearchQuery]
+      modeState.set = setMode
+      return [mode, setMode]
+    },
+    useQueryStates: () => [{}, mockSetSearchFilters],
+  }
+})
 vi.mock('posthog-js/react', () => ({ usePostHog: () => null }))
 vi.mock('@/lib/posthog/client', () => ({ captureEvent: mockCaptureEvent }))
 
 import { ModeSwitcher } from '@/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher'
-import { useMothershipModeStore } from '@/stores/mothership-mode/store'
 
 let root: Root | null = null
 let container: HTMLDivElement | null = null
@@ -52,9 +63,17 @@ function items(): HTMLElement[] {
   return Array.from(document.querySelectorAll<HTMLElement>('[role="menuitem"]'))
 }
 
+function select(index: number) {
+  act(() => {
+    items()[index].dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
+  })
+}
+
 beforeEach(() => {
   mockCaptureEvent.mockClear()
-  useMothershipModeStore.getState().reset()
+  mockSetSearchQuery.mockClear()
+  mockSetSearchFilters.mockClear()
+  modeState.initial = 'build'
 })
 
 afterEach(() => {
@@ -89,15 +108,11 @@ describe('ModeSwitcher', () => {
     expect(rows[2].querySelector('svg')).toBeNull()
   })
 
-  it('switches the shared mode and reports the change', () => {
+  it('writes the chosen mode to the URL and reports the change', () => {
     mount()
     openMenu()
+    select(1)
 
-    act(() => {
-      items()[1].dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
-    })
-
-    expect(useMothershipModeStore.getState().mode).toBe('search')
     expect(trigger().textContent).toBe('Search')
     expect(mockCaptureEvent).toHaveBeenCalledWith(null, 'chat_mode_changed', {
       workspace_id: 'workspace-1',
@@ -106,16 +121,21 @@ describe('ModeSwitcher', () => {
     expect(mockSetSearchQuery).not.toHaveBeenCalled()
   })
 
+  it('reads the mode from the URL on mount', () => {
+    modeState.initial = 'assistant'
+    mount()
+
+    expect(trigger().textContent).toBe('Assistant')
+    expect(trigger().getAttribute('aria-label')).toBe('Mode: Assistant')
+  })
+
   it('drops the search query from the URL when leaving Search', () => {
-    useMothershipModeStore.getState().setMode('search')
+    modeState.initial = 'search'
     mount()
     openMenu()
+    select(0)
 
-    act(() => {
-      items()[0].dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
-    })
-
-    expect(useMothershipModeStore.getState().mode).toBe('build')
+    expect(trigger().textContent).toBe('Build')
     expect(mockSetSearchQuery).toHaveBeenCalledWith(null, { history: 'replace', scroll: false })
     expect(mockSetSearchFilters).toHaveBeenCalledWith(
       { source: null, updated: null },
@@ -126,12 +146,9 @@ describe('ModeSwitcher', () => {
   it('does not report re-selecting the active mode', () => {
     mount()
     openMenu()
+    select(0)
 
-    act(() => {
-      items()[0].dispatchEvent(new MouseEvent('click', { bubbles: true, button: 0 }))
-    })
-
-    expect(useMothershipModeStore.getState().mode).toBe('build')
+    expect(trigger().textContent).toBe('Build')
     expect(mockCaptureEvent).not.toHaveBeenCalled()
   })
 })
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
index 0f8388e8298..e7ec9a3b6a8 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/mode-switcher/mode-switcher.tsx
@@ -14,17 +14,15 @@ import { useParams } from 'next/navigation'
 import { useQueryState, useQueryStates } from 'nuqs'
 import { usePostHog } from 'posthog-js/react'
 import { captureEvent } from '@/lib/posthog/client'
+import { useMothershipMode } from '@/app/workspace/[workspaceId]/home/hooks/use-mothership-mode'
 import {
   CLEARED_SEARCH_FILTERS,
+  MOTHERSHIP_MODES,
+  type MothershipMode,
   resourceUrlKeys,
   searchFilterParsers,
   searchQueryParam,
 } from '@/app/workspace/[workspaceId]/home/search-params'
-import {
-  MOTHERSHIP_MODES,
-  type MothershipMode,
-  useMothershipModeStore,
-} from '@/stores/mothership-mode/store'
 
 const MODE_LABELS: Record<MothershipMode, string> = {
   build: 'Build',
@@ -42,8 +40,7 @@ const MODE_LABELS: Record<MothershipMode, string> = {
 export const ModeSwitcher = memo(function ModeSwitcher() {
   const { workspaceId } = useParams<{ workspaceId: string }>()
   const posthog = usePostHog()
-  const mode = useMothershipModeStore((state) => state.mode)
-  const setMode = useMothershipModeStore((state) => state.setMode)
+  const [mode, setMode] = useMothershipMode()
 
   const [, setSearchQueryParam] = useQueryState(searchQueryParam.key, searchQueryParam.parser)
   const [, setSearchFilters] = useQueryStates(searchFilterParsers, resourceUrlKeys)
@@ -51,7 +48,7 @@ export const ModeSwitcher = memo(function ModeSwitcher() {
   /** Leaving Search drops the query from the URL, so a clean URL always means no search is showing. */
   const handleSelect = (next: MothershipMode) => {
     if (next === mode) return
-    setMode(next)
+    void setMode(next)
     if (next !== 'search') {
       void setSearchQueryParam(null, { history: 'replace', scroll: false })
       void setSearchFilters(CLEARED_SEARCH_FILTERS, { history: 'replace', scroll: false })
diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index 71c754a1018..412766c2570 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -49,6 +49,7 @@ import { persistImportedWorkflow } from '@/lib/workflows/operations/import-expor
 import { KnowledgeSearchResults } from '@/app/workspace/[workspaceId]/home/components/knowledge-search-results'
 import { RESOURCE_HEADER_CLASSES } from '@/app/workspace/[workspaceId]/home/components/mothership-view/components/resource-tabs/resource-tab-controls'
 import { SuggestedActions } from '@/app/workspace/[workspaceId]/home/components/suggested-actions'
+import { useMothershipMode } from '@/app/workspace/[workspaceId]/home/hooks/use-mothership-mode'
 import { resolveWorkspaceResourceRef } from '@/app/workspace/[workspaceId]/home/resolve-resource-ref'
 import {
   resolveResourceEventPresentation,
@@ -56,6 +57,7 @@ import {
 } from '@/app/workspace/[workspaceId]/home/resource-view-policy'
 import {
   CLEARED_SEARCH_FILTERS,
+  type MothershipMode,
   resourceParam,
   resourceUrlKeys,
   searchFilterParsers,
@@ -67,7 +69,6 @@ import { useMarkMothershipChatRead } from '@/hooks/queries/mothership-chats'
 import { useWorkflows } from '@/hooks/queries/workflows'
 import { getWorkspaceFilesQueryOptions, useWorkspaceFiles } from '@/hooks/queries/workspace-files'
 import { useOAuthReturnRouter } from '@/hooks/use-oauth-return'
-import { useMothershipModeStore } from '@/stores/mothership-mode/store'
 import type { ChatContext } from '@/stores/panel'
 import {
   ChatSurfaceProvider,
@@ -185,16 +186,15 @@ export function Home({ chatId, userName, userId }: HomeProps) {
     },
     [setSearchQueryParam, setSearchFilters]
   )
+  const [composerMode, setComposerMode] = useMothershipMode()
   /**
-   * A URL that carries a query opens in Search mode with the query in the box,
-   * whether it arrived by link or by navigating back to it; the composer
-   * follows the live query the same way (below), so the box and the results
-   * never show two different queries.
+   * A link that carries a query but no mode opens in Search with the query in
+   * the box; the composer follows the live query the same way (below), so the
+   * box and the results never show two different queries.
    */
   useEffect(() => {
-    if (searchQuery) useMothershipModeStore.getState().setMode('search')
-  }, [searchQuery])
-  const composerMode = useMothershipModeStore((state) => state.mode)
+    if (searchQuery && composerMode === 'build') void setComposerMode('search')
+  }, [searchQuery, composerMode, setComposerMode])
   /** The bases an Ask turn is grounded in; read through a ref so a list refresh never rebuilds the submit handler. */
   const { data: knowledgeBases = EMPTY_KNOWLEDGE_BASES } = useKnowledgeBasesQuery(workspaceId)
   const knowledgeBasesRef = useRef(knowledgeBases)
@@ -475,7 +475,12 @@ export function Home({ chatId, userName, userId }: HomeProps) {
   }, [workspaceId, getCurrentRequestId, stopGeneration])
 
   const handleSubmit = useCallback(
-    (text: string, fileAttachments?: FileAttachmentForApi[], contexts?: ChatContext[]) => {
+    (
+      text: string,
+      fileAttachments?: FileAttachmentForApi[],
+      contexts?: ChatContext[],
+      modeOverride?: MothershipMode
+    ) => {
       const trimmed = text.trim()
       if (!trimmed && !(fileAttachments && fileAttachments.length > 0)) return
 
@@ -491,7 +496,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
        * be searched: attachments alone have nothing to search for. Assistant
        * makes the query a turn of the agent grounded in the sources.
        */
-      const mode = useMothershipModeStore.getState().mode
+      const mode = modeOverride ?? composerMode
       const answering = mode === 'assistant'
       if (mode === 'search') {
         if (trimmed) setSearchQuery(trimmed)
@@ -516,17 +521,28 @@ export function Home({ chatId, userName, userId }: HomeProps) {
         answering ? { requestMode: 'ask' } : undefined
       )
     },
-    [workspaceId, chatId, prepareResourceViewForAgentTurn, sendMessage, setSearchQuery]
+    [
+      workspaceId,
+      chatId,
+      composerMode,
+      prepareResourceViewForAgentTurn,
+      sendMessage,
+      setSearchQuery,
+    ]
   )
 
   /** An emptied search box returns to the sources; nothing else reads the cleared query. */
   const clearSearch = useCallback(() => setSearchQuery(''), [setSearchQuery])
 
-  /** Summarize or Answer on a result: switch to Assistant and hand the question to it. */
+  /**
+   * Summarize or Answer on a result: switch to Assistant and hand the question
+   * to it. The submit reads the mode from this render, so it is sent as an
+   * Assistant turn directly rather than waiting for the URL to update.
+   */
   const handleSummarize = (prompt: string) => {
-    useMothershipModeStore.getState().setMode('assistant')
+    void setComposerMode('assistant')
     setSearchQuery('')
-    handleSubmit(prompt)
+    handleSubmit(prompt, undefined, undefined, 'assistant')
   }
   /**
    * A chat that already exists never opens in Search: its transcript is a
@@ -534,9 +550,8 @@ export function Home({ chatId, userName, userId }: HomeProps) {
    * carry over, so a follow-up stays grounded in the sources.
    */
   useEffect(() => {
-    const store = useMothershipModeStore.getState()
-    if (chatId && store.mode === 'search') store.setMode('build')
-  }, [chatId])
+    if (chatId && composerMode === 'search') void setComposerMode('build')
+  }, [chatId, composerMode, setComposerMode])
   const showSearchResults = composerMode === 'search' && searchQuery.trim().length > 0
   const searchResults = showSearchResults ? (
     <KnowledgeSearchResults
diff --git a/apps/sim/app/workspace/[workspaceId]/home/hooks/chat-url.ts b/apps/sim/app/workspace/[workspaceId]/home/hooks/chat-url.ts
new file mode 100644
index 00000000000..34df305d989
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/hooks/chat-url.ts
@@ -0,0 +1,9 @@
+/**
+ * The URL a new chat is handed off to once the server names it. The current
+ * query string rides along so the composer's URL-backed state, the mode above
+ * all, survives the path swap: the first Assistant message must not bounce the
+ * person back to Build.
+ */
+export function chatUrl(workspaceId: string, chatId: string): string {
+  return `/workspace/${workspaceId}/chat/${chatId}${window.location.search}`
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/hooks/index.ts b/apps/sim/app/workspace/[workspaceId]/home/hooks/index.ts
index 8c1fa13edd3..e6afef301d8 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/hooks/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/hooks/index.ts
@@ -5,4 +5,5 @@ export {
   shouldActivateResourceEvent,
   useChat,
 } from './use-chat'
+export { useMothershipMode } from './use-mothership-mode'
 export { useMothershipResize } from './use-mothership-resize'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/hooks/stream/handle-session-event.ts b/apps/sim/app/workspace/[workspaceId]/home/hooks/stream/handle-session-event.ts
index 6db80d081c7..a4e077be89d 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/hooks/stream/handle-session-event.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/hooks/stream/handle-session-event.ts
@@ -1,6 +1,7 @@
 import { getLiveAssistantMessageId } from '@/lib/copilot/chat/effective-transcript'
 import { MothershipStreamV1SessionKind } from '@/lib/copilot/generated/mothership-stream-v1'
 import type { PersistedStreamEventEnvelope } from '@/lib/copilot/request/session/contract'
+import { chatUrl } from '@/app/workspace/[workspaceId]/home/hooks/chat-url'
 import type { StreamLoopContext } from '@/app/workspace/[workspaceId]/home/hooks/stream/stream-context'
 import { type MothershipChatHistory, mothershipChatKeys } from '@/hooks/queries/mothership-chats'
 
@@ -56,11 +57,7 @@ export function handleSessionEvent(ctx: StreamLoopContext, parsed: SessionEvent)
       }
       deps.setPendingMessages([])
       if (!deps.workflowIdRef.current) {
-        window.history.replaceState(
-          null,
-          '',
-          `/workspace/${deps.workspaceId}/chat/${payloadChatId}`
-        )
+        window.history.replaceState(null, '', chatUrl(deps.workspaceId, payloadChatId))
       }
     }
   }
diff --git a/apps/sim/app/workspace/[workspaceId]/home/hooks/use-chat.ts b/apps/sim/app/workspace/[workspaceId]/home/hooks/use-chat.ts
index b2c126568df..a9edcc80d82 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/hooks/use-chat.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/hooks/use-chat.ts
@@ -98,6 +98,7 @@ import {
 import { sendMothershipMessage } from '@/lib/mothership/events'
 import { initTerminalTransport } from '@/lib/terminal/transport'
 import { getQueryClient } from '@/app/_shell/providers/get-query-client'
+import { chatUrl } from '@/app/workspace/[workspaceId]/home/hooks/chat-url'
 import { useFilePreviewController } from '@/app/workspace/[workspaceId]/home/hooks/preview'
 import {
   captureResourceActivityScope,
@@ -1785,7 +1786,7 @@ export function useChat(
         !workflowIdRef.current &&
         typeof window !== 'undefined'
       ) {
-        window.history.replaceState(null, '', `/workspace/${workspaceId}/chat/${chatId}`)
+        window.history.replaceState(null, '', chatUrl(workspaceId, chatId))
       }
       if (options?.invalidateList) {
         queryClient.invalidateQueries({ queryKey: mothershipChatKeys.list(workspaceId) })
diff --git a/apps/sim/app/workspace/[workspaceId]/home/hooks/use-mothership-mode.ts b/apps/sim/app/workspace/[workspaceId]/home/hooks/use-mothership-mode.ts
new file mode 100644
index 00000000000..99d8c5ea2d0
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/hooks/use-mothership-mode.ts
@@ -0,0 +1,13 @@
+'use client'
+
+import { useQueryState } from 'nuqs'
+import { modeParam } from '@/app/workspace/[workspaceId]/home/search-params'
+
+/**
+ * The composer's mode, read from and written to the URL's `mode` param so a
+ * refresh, back, forward, or shared link lands in the same mode, as Glean's
+ * separate Search and Assistant routes do. Build is the clean URL.
+ */
+export function useMothershipMode() {
+  return useQueryState(modeParam.key, modeParam.parser)
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/search-params.ts b/apps/sim/app/workspace/[workspaceId]/home/search-params.ts
index e39e34d1709..101ec04207e 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/search-params.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/search-params.ts
@@ -38,6 +38,24 @@ export const searchQueryParam = {
   parser: parseAsString,
 } as const
 
+/** The composer's modes: the agent, enterprise search, or the assistant answering from the sources. */
+export const MOTHERSHIP_MODES = ['build', 'search', 'assistant'] as const
+
+export type MothershipMode = (typeof MOTHERSHIP_MODES)[number]
+
+/**
+ * `mode` is the composer's mode, so a refresh, back, forward, or shared link
+ * lands in the same mode, as Glean's separate Search and Assistant routes do.
+ * Build is the default and the clean URL. A view change rather than a
+ * destination, so it replaces the history entry.
+ */
+export const modeParam = {
+  key: 'mode',
+  parser: parseAsStringLiteral(MOTHERSHIP_MODES)
+    .withDefault('build')
+    .withOptions({ history: 'replace', clearOnDefault: true }),
+} as const
+
 /** The recency windows a search can be narrowed to. */
 export const UPDATED_WINDOWS = [
   { id: 'any', label: 'Any time', days: null },
diff --git a/apps/sim/stores/mothership-mode/store.ts b/apps/sim/stores/mothership-mode/store.ts
deleted file mode 100644
index b7df5184a6e..00000000000
--- a/apps/sim/stores/mothership-mode/store.ts
+++ /dev/null
@@ -1,41 +0,0 @@
-import { create } from 'zustand'
-import { devtools } from 'zustand/middleware'
-
-export const MOTHERSHIP_MODES = ['build', 'search', 'assistant'] as const
-
-export type MothershipMode = (typeof MOTHERSHIP_MODES)[number]
-
-interface MothershipModeState {
-  mode: MothershipMode
-  setMode: (mode: MothershipMode) => void
-  reset: () => void
-}
-
-const initialState: Pick<MothershipModeState, 'mode'> = { mode: 'build' }
-
-/**
- * The chat composer's mode — Build (default), Search, or Assistant — read by
- * the input's mode switcher and by the suggested actions beneath the input.
- * Build is the agent with everything it can do; Search lists the matching
- * documents with no turn at all; Assistant is a turn of the agent grounded in
- * the searched sources, answering in natural language.
- *
- * A store rather than `Home` state because `Home` remounts per chat
- * (`key={chatId}`) and the new-chat → `/chat/[chatId]` handoff must carry the
- * mode across. Not a URL param: that handoff rewrites the path with
- * `history.replaceState`, which would drop a query key, and the mode is a
- * composer preference rather than a destination (the same reasoning that keeps
- * canvas mode out of the URL). Deliberately not persisted, so the server render
- * and the first client render agree — a persisted `search` would hydrate over
- * server-rendered Build chrome.
- */
-export const useMothershipModeStore = create<MothershipModeState>()(
-  devtools(
-    (set) => ({
-      ...initialState,
-      setMode: (mode) => set({ mode }),
-      reset: () => set(initialState),
-    }),
-    { name: 'mothership-mode-store' }
-  )
-)
diff --git a/apps/sim/stores/reset-all-stores.ts b/apps/sim/stores/reset-all-stores.ts
index 211d8180377..9665d01a09f 100644
--- a/apps/sim/stores/reset-all-stores.ts
+++ b/apps/sim/stores/reset-all-stores.ts
@@ -3,7 +3,6 @@
 import { getQueryClient } from '@/app/_shell/providers/get-query-client'
 import { useExecutionStore } from '@/stores/execution'
 import { useMothershipDraftsStore } from '@/stores/mothership-drafts/store'
-import { useMothershipModeStore } from '@/stores/mothership-mode/store'
 import { useMothershipQueueStore } from '@/stores/mothership-queue/store'
 import { useOperationQueueStore } from '@/stores/operation-queue/store'
 import {
@@ -56,6 +55,5 @@ export async function resetAllStores(): Promise<void> {
   clearAllExecutionPointers()
   useMothershipDraftsStore.setState({ drafts: {} })
   useMothershipQueueStore.getState().reset()
-  useMothershipModeStore.getState().reset()
   await consolePersistence.persist({ merge: false })
 }

From cb68ed3b6208a49aa46962594e19c832317a18f8 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 13:17:27 -0700
Subject: [PATCH 71/76] fix(home): let Search be chosen inside a chat now that
 the mode lives in the URL

---
 apps/sim/app/workspace/[workspaceId]/home/home.tsx | 8 --------
 1 file changed, 8 deletions(-)

diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index 412766c2570..712d94e465f 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -544,14 +544,6 @@ export function Home({ chatId, userName, userId }: HomeProps) {
     setSearchQuery('')
     handleSubmit(prompt, undefined, undefined, 'assistant')
   }
-  /**
-   * A chat that already exists never opens in Search: its transcript is a
-   * conversation, and search results never join it. Build and Assistant both
-   * carry over, so a follow-up stays grounded in the sources.
-   */
-  useEffect(() => {
-    if (chatId && composerMode === 'search') void setComposerMode('build')
-  }, [chatId, composerMode, setComposerMode])
   const showSearchResults = composerMode === 'search' && searchQuery.trim().length > 0
   const searchResults = showSearchResults ? (
     <KnowledgeSearchResults

From d54596a54da394bc2e455e5b80b3565dc55620fb Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 13:31:52 -0700
Subject: [PATCH 72/76] fix(chat): scope the managed-credential listing to the
 group's workspace and carry only chat params on the handoff

---
 .../[workspaceId]/home/hooks/chat-url.test.ts | 28 +++++++++++++++++++
 .../[workspaceId]/home/hooks/chat-url.ts      | 23 +++++++++++----
 apps/sim/lib/credentials/environment.ts       |  1 +
 3 files changed, 47 insertions(+), 5 deletions(-)
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/hooks/chat-url.test.ts

diff --git a/apps/sim/app/workspace/[workspaceId]/home/hooks/chat-url.test.ts b/apps/sim/app/workspace/[workspaceId]/home/hooks/chat-url.test.ts
new file mode 100644
index 00000000000..c2a8e485d3f
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/hooks/chat-url.test.ts
@@ -0,0 +1,28 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { describe, expect, it } from 'vitest'
+import { chatUrl } from '@/app/workspace/[workspaceId]/home/hooks/chat-url'
+
+function withSearch(search: string) {
+  window.history.replaceState(null, '', `/workspace/ws-1/home${search}`)
+}
+
+describe('chatUrl', () => {
+  it('carries the mode and the open resource onto the chat path', () => {
+    withSearch('?mode=assistant&resource=res-1')
+    expect(chatUrl('ws-1', 'chat-1')).toBe(
+      '/workspace/ws-1/chat/chat-1?mode=assistant&resource=res-1'
+    )
+  })
+
+  it('leaves a search query and its filters behind', () => {
+    withSearch('?q=volvo&source=gmail&updated=7d&mode=assistant')
+    expect(chatUrl('ws-1', 'chat-1')).toBe('/workspace/ws-1/chat/chat-1?mode=assistant')
+  })
+
+  it('produces a clean path when nothing belongs on the chat', () => {
+    withSearch('?q=volvo')
+    expect(chatUrl('ws-1', 'chat-1')).toBe('/workspace/ws-1/chat/chat-1')
+  })
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/home/hooks/chat-url.ts b/apps/sim/app/workspace/[workspaceId]/home/hooks/chat-url.ts
index 34df305d989..2046927bc57 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/hooks/chat-url.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/hooks/chat-url.ts
@@ -1,9 +1,22 @@
+import { modeParam, resourceParam } from '@/app/workspace/[workspaceId]/home/search-params'
+
+/** The composer's URL state that belongs on a chat page: the mode and the open resource. */
+const CHAT_URL_PARAMS = [modeParam.key, resourceParam.key] as const
+
 /**
- * The URL a new chat is handed off to once the server names it. The current
- * query string rides along so the composer's URL-backed state, the mode above
- * all, survives the path swap: the first Assistant message must not bounce the
- * person back to Build.
+ * The URL a new chat is handed off to once the server names it. Only the
+ * params that belong on a chat ride along, so the mode survives the path swap
+ * (the first Assistant message must not bounce the person back to Build) while
+ * a search's `q` and filters, which never join a transcript, are left behind
+ * whatever the URL held at that instant.
  */
 export function chatUrl(workspaceId: string, chatId: string): string {
-  return `/workspace/${workspaceId}/chat/${chatId}${window.location.search}`
+  const current = new URLSearchParams(window.location.search)
+  const carried = new URLSearchParams()
+  for (const key of CHAT_URL_PARAMS) {
+    const value = current.get(key)
+    if (value) carried.set(key, value)
+  }
+  const search = carried.toString()
+  return `/workspace/${workspaceId}/chat/${chatId}${search ? `?${search}` : ''}`
 }
diff --git a/apps/sim/lib/credentials/environment.ts b/apps/sim/lib/credentials/environment.ts
index 3f6a4815d0e..569f5663b22 100644
--- a/apps/sim/lib/credentials/environment.ts
+++ b/apps/sim/lib/credentials/environment.ts
@@ -876,6 +876,7 @@ export async function getEnrolledManagedOAuthCredentials(
     .where(
       and(
         eq(credential.workspaceId, workspaceId),
+        eq(credentialGroup.workspaceId, workspaceId),
         eq(credential.type, 'managed_oauth'),
         eq(user.id, userId),
         eq(user.emailVerified, true)

From 6da5af5c385454106c8ac51812a7f2591f80e8f0 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 13:35:57 -0700
Subject: [PATCH 73/76] fix(credentials): refuse a managed credential whose
 group or option is disabled on every mint, workflow runs included

---
 .../application/authorization.test.ts         | 12 +++++++
 .../application/authorization.ts              | 33 +++++++++++++------
 2 files changed, 35 insertions(+), 10 deletions(-)

diff --git a/apps/sim/lib/credential-groups/application/authorization.test.ts b/apps/sim/lib/credential-groups/application/authorization.test.ts
index e56191b9add..5522e1402b9 100644
--- a/apps/sim/lib/credential-groups/application/authorization.test.ts
+++ b/apps/sim/lib/credential-groups/application/authorization.test.ts
@@ -148,6 +148,18 @@ describe('requireCredentialGroupCredentialAccess', () => {
     await expect(requireAccess(copilotPrincipal())).rejects.toMatchObject({ code: 'forbidden' })
   })
 
+  it('denies a workflow run the same way once the group or option is disabled', async () => {
+    mocks.loadBinding.mockResolvedValue({ ...liveBinding, optionStatus: 'disabled' })
+    await expect(requireAccess(executorPrincipal())).rejects.toMatchObject({ code: 'forbidden' })
+    expect(mocks.requirePolicy).not.toHaveBeenCalled()
+  })
+
+  it('denies a Chat turn for a credential with no OAuth binding, which a workflow may still hold', async () => {
+    mocks.loadBinding.mockResolvedValue(null)
+    await expect(requireAccess(copilotPrincipal())).rejects.toMatchObject({ code: 'forbidden' })
+    await expect(requireAccess(executorPrincipal())).resolves.toBeUndefined()
+  })
+
   it("allows a Chat turn to use only the credential under the signed-in user's own enrollment", async () => {
     await expect(requireAccess(copilotPrincipal())).resolves.toBeUndefined()
     expect(mocks.loadEnrollmentAccess).toHaveBeenCalledWith('group-1', {
diff --git a/apps/sim/lib/credential-groups/application/authorization.ts b/apps/sim/lib/credential-groups/application/authorization.ts
index ea25d0916cf..10a4bda02a7 100644
--- a/apps/sim/lib/credential-groups/application/authorization.ts
+++ b/apps/sim/lib/credential-groups/application/authorization.ts
@@ -15,7 +15,10 @@ import {
   evaluateCredentialGroupActorCredentialAccess,
   evaluateCredentialGroupWorkflowAccess,
 } from '@/lib/credential-groups/application/workflow-access-policy'
-import type { CredentialGroupCredentialListContext } from '@/lib/credential-groups/credentials'
+import type {
+  CredentialGroupCredentialListContext,
+  ManagedCredentialGroupBinding,
+} from '@/lib/credential-groups/credentials'
 import {
   isManagedCredentialGroupBindingLive,
   loadCredentialGroupEnrollmentAccessForSubject,
@@ -97,17 +100,19 @@ export function requireCredentialGroupWorkflowActor(principal: Principal): Princ
  */
 async function requireCredentialGroupActorCredentialAccess(
   principal: Extract<Principal, { kind: 'delegated' }>,
-  context: CredentialGroupAuthorizationContext & {
-    credentialId: string
-    credentialGroupEnrollmentId: string
-  },
+  context: CredentialGroupAuthorizationContext & { credentialGroupEnrollmentId: string },
+  binding: ManagedCredentialGroupBinding | null,
   resourcePolicy: ResourcePolicyBindingFor<'credential_group'>
 ): Promise<void> {
   const subject = resolvePrincipalSubject(principal)
   if (subject?.kind !== 'sim_user' || !subject.userId) {
     throw new OrchestrationError('forbidden', 'Credential Group actor access required')
   }
-  const [policy, actorAccess, binding] = await Promise.all([
+  /** Chat mints OAuth credentials only; a credential with no OAuth binding is not its to use. */
+  if (!binding) {
+    throw new OrchestrationError('forbidden', 'Credential Group credential access denied')
+  }
+  const [policy, actorAccess] = await Promise.all([
     requireResourcePolicy({
       workspaceId: context.workspaceId,
       resourceType: 'credential_group',
@@ -115,10 +120,8 @@ async function requireCredentialGroupActorCredentialAccess(
       codec: credentialGroupWorkflowAccessPolicyCodec,
     }),
     loadCredentialGroupEnrollmentAccessForSubject(context.credentialGroupId, subject),
-    loadManagedCredentialGroupBinding(context.credentialId),
   ])
-  /** A disabled group or option denies here, as it does for every other consumer of a binding. */
-  if (!actorAccess || !binding || !isManagedCredentialGroupBindingLive(binding)) {
+  if (!actorAccess) {
     throw new OrchestrationError('forbidden', 'Credential Group credential access denied')
   }
   const decision = evaluateCredentialGroupActorCredentialAccess({
@@ -141,8 +144,18 @@ export async function requireCredentialGroupCredentialAccess(
   },
   resourcePolicy: ResourcePolicyBindingFor<'credential_group'>
 ): Promise<void> {
+  /**
+   * A managed OAuth credential is usable only while its credential, enrollment,
+   * option, and group are all live, whoever is using it: an admin disabling the
+   * group or option denies the next mint from a workflow and from Chat alike. A
+   * managed MCP credential has no OAuth binding row and keeps its own checks.
+   */
+  const binding = await loadManagedCredentialGroupBinding(context.credentialId)
+  if (binding && !isManagedCredentialGroupBindingLive(binding)) {
+    throw new OrchestrationError('forbidden', 'Credential Group credential access denied')
+  }
   if (principal.kind === 'delegated' && principal.serviceId === 'copilot') {
-    return requireCredentialGroupActorCredentialAccess(principal, context, resourcePolicy)
+    return requireCredentialGroupActorCredentialAccess(principal, context, binding, resourcePolicy)
   }
   const executionPrincipal = requireWorkflowExecutionPrincipal(principal)
   const currentWorkflow = requireCurrentWorkflow(principal)

From dfeaf87ff684b4577d7a1f6dda4e6aa2718a38bb Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 13:42:28 -0700
Subject: [PATCH 74/76] fix(home): clear the composer when a result is handed
 to the Assistant, follow the search query in a chat, restore a queued
 message's mode, and seed the base list

---
 .../knowledge-search-results.tsx              |  2 +-
 .../mothership-chat/mothership-chat.tsx       | 20 ++++++--
 .../home/components/user-input/user-input.tsx | 49 +++++++++++--------
 .../app/workspace/[workspaceId]/home/home.tsx | 35 +++++++++++--
 .../workspace/[workspaceId]/home/prefetch.ts  | 28 ++++++++++-
 .../app/workspace/[workspaceId]/home/types.ts |  4 +-
 6 files changed, 105 insertions(+), 33 deletions(-)

diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
index 966fca17ff9..5c9f0a1b469 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/knowledge-search-results/knowledge-search-results.tsx
@@ -231,7 +231,7 @@ export function KnowledgeSearchResults({
   if (!basesPending && knowledgeBaseIds.length === 0) {
     return (
       <p className='px-2 py-2 text-[var(--text-muted)] text-caption'>
-        Nothing to search yet. Connect a source above to index what you can open.
+        Nothing to search yet. Clear the query and connect a source to index what you can open.
       </p>
     )
   }
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx
index e1bb764b241..977ef369b7f 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx
@@ -3,6 +3,7 @@
 import {
   memo,
   type ReactNode,
+  type RefObject,
   useCallback,
   useDeferredValue,
   useEffect,
@@ -63,6 +64,12 @@ interface MothershipChatProps {
   isSending: boolean
   /** The composer's Search-mode results, shown above the input. */
   searchResults?: ReactNode
+  /** The live search query; the composer shows it so the box and the results never disagree. */
+  searchQuery?: string
+  /** The composer, for a caller that hands a question to the agent from outside the box. */
+  userInputRef?: RefObject<UserInputHandle | null>
+  /** Puts the composer in the mode a queued message was written in, when one is loaded for editing. */
+  onRestoreQueuedMode?: (requestMode: QueuedMessage['requestMode']) => void
   isReconnecting?: boolean
   isLoading?: boolean
   onSubmit: (
@@ -319,6 +326,9 @@ export function MothershipChat({
   messages: messagesProp,
   isSending,
   searchResults,
+  searchQuery,
+  userInputRef: userInputRefProp,
+  onRestoreQueuedMode,
   isReconnecting = false,
   isLoading = false,
   onSubmit,
@@ -663,7 +673,8 @@ export function MothershipChat({
     item.index !== lastIndex && item.start < (instance.scrollElement?.scrollTop ?? 0)
 
   const scrolledChatRef = useRef<string | undefined | typeof UNSCROLLED>(UNSCROLLED)
-  const userInputRef = useRef<UserInputHandle>(null)
+  const ownUserInputRef = useRef<UserInputHandle>(null)
+  const userInputRef = userInputRefProp ?? ownUserInputRef
   const messageQueueRef = useRef(messageQueue)
   useEffect(() => {
     messageQueueRef.current = messageQueue
@@ -686,9 +697,11 @@ export function MothershipChat({
   const handleEditQueued = useCallback(
     (id: string) => {
       const msg = onEditQueuedMessage(id)
-      if (msg) userInputRef.current?.loadQueuedMessage(msg)
+      if (!msg) return
+      onRestoreQueuedMode?.(msg.requestMode)
+      userInputRef.current?.loadQueuedMessage(msg)
     },
-    [onEditQueuedMessage]
+    [onEditQueuedMessage, onRestoreQueuedMode, userInputRef]
   )
 
   const handleEditQueuedTail = useCallback(() => {
@@ -831,6 +844,7 @@ export function MothershipChat({
             <UserInput
               key={draftScopeKey}
               ref={userInputRef}
+              defaultValue={searchQuery}
               onSubmit={onSubmit}
               canSearch={canSearch}
               clearOnSubmit={clearOnSubmit}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
index 9cf844cf597..5b1be141001 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
@@ -96,6 +96,8 @@ export interface UserInputHandle {
    * names chip with brand icons. Focuses the input and places the caret at the
    * end. Does NOT submit. Safe to call with the same text twice in a row. */
   populatePrompt: (text: string) => void
+  /** Empties the composer and its draft, as a send does; for a question handed to the agent from outside the box. */
+  clear: () => void
 }
 
 /**
@@ -434,6 +436,7 @@ const UserInputImpl = forwardRef<UserInputHandle, UserInputProps>(function UserI
         currentEditor.setContexts(msg.contexts ?? [])
         currentEditor.focusAtEnd()
       },
+      clear: clearComposer,
       populatePrompt: (text: string) => {
         // `text` is a curated prompt, so opt its bare integration names into
         // `@`-mention form before chipification (the auto-mention pipeline only
@@ -551,6 +554,24 @@ const UserInputImpl = forwardRef<UserInputHandle, UserInputProps>(function UserI
     textareaRef.current?.focus()
   }
 
+  /** Empties the text, chips, attachments, transcript, and the saved draft in one step. */
+  const clearComposer = useCallback(() => {
+    editorRef.current.clear()
+    sttPrefixRef.current = ''
+    if (draftSaveTimerRef.current !== null) {
+      window.clearTimeout(draftSaveTimerRef.current)
+      draftSaveTimerRef.current = null
+    }
+    pendingDraftRef.current = null
+    if (draftScopeKeyRef.current) {
+      useMothershipDraftsStore.getState().clearDraft(draftScopeKeyRef.current)
+    }
+    /** The chips are gone with the text, and clearing is not a removal to report. */
+    prevSelectedContextsRef.current = []
+    resetTranscript()
+    filesRef.current.clearAttachedFiles()
+  }, [resetTranscript])
+
   const handleSubmit = useCallback(() => {
     const currentFiles = filesRef.current
     const currentEditor = editorRef.current
@@ -575,27 +596,13 @@ const UserInputImpl = forwardRef<UserInputHandle, UserInputProps>(function UserI
       fileAttachmentsForApi.length > 0 ? fileAttachmentsForApi : undefined,
       activeContexts.length > 0 ? activeContexts : undefined
     )
-    if (clearOnSubmitRef.current) {
-      currentEditor.clear()
-      sttPrefixRef.current = ''
-      if (draftSaveTimerRef.current !== null) {
-        window.clearTimeout(draftSaveTimerRef.current)
-        draftSaveTimerRef.current = null
-      }
-      pendingDraftRef.current = null
-      if (draftScopeKeyRef.current) {
-        useMothershipDraftsStore.getState().clearDraft(draftScopeKeyRef.current)
-      }
-      /**
-       * The chips are gone with the text, and clearing is not a removal to
-       * report. A composer that keeps its text (Search mode) keeps its chips
-       * too, so the diff base stays in step with what is still selected.
-       */
-      prevSelectedContextsRef.current = []
-    }
-    resetTranscript()
-    currentFiles.clearAttachedFiles()
-  }, [onSubmit, resetTranscript])
+    /**
+     * A composer that keeps its text (Search mode) keeps its attachments and
+     * chips too: the search took the query alone, and the person may hand the
+     * rest to the agent next.
+     */
+    if (clearOnSubmitRef.current) clearComposer()
+  }, [onSubmit, clearComposer])
 
   /**
    * Enter policy for the editor: mirror canSubmit's uploading guard (Enter
diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index 712d94e465f..121af751033 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -89,6 +89,7 @@ import type {
   FileAttachmentForApi,
   MothershipResource,
   MothershipResourceType,
+  QueuedMessage,
   WorkspaceResourceRef,
 } from './types'
 
@@ -193,7 +194,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
    * box and the results never show two different queries.
    */
   useEffect(() => {
-    if (searchQuery && composerMode === 'build') void setComposerMode('search')
+    if (searchQuery.trim() && composerMode === 'build') void setComposerMode('search')
   }, [searchQuery, composerMode, setComposerMode])
   /** The bases an Ask turn is grounded in; read through a ref so a list refresh never rebuilds the submit handler. */
   const { data: knowledgeBases = EMPTY_KNOWLEDGE_BASES } = useKnowledgeBasesQuery(workspaceId)
@@ -202,6 +203,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
   const hasCheckedLandingStorageRef = useRef(false)
   const initialViewInputRef = useRef<HTMLDivElement>(null)
   const initialViewUserInputRef = useRef<UserInputHandle>(null)
+  const chatViewUserInputRef = useRef<UserInputHandle>(null)
 
   const [isInputEntering, setIsInputEntering] = useState(false)
 
@@ -499,6 +501,8 @@ export function Home({ chatId, userName, userId }: HomeProps) {
       const mode = modeOverride ?? composerMode
       const answering = mode === 'assistant'
       if (mode === 'search') {
+        /** A search sends nothing, so an edit in progress is released rather than left waiting. */
+        if (editingQueuedId) cancelQueueEdit()
         if (trimmed) setSearchQuery(trimmed)
         return
       }
@@ -525,23 +529,43 @@ export function Home({ chatId, userName, userId }: HomeProps) {
       workspaceId,
       chatId,
       composerMode,
+      editingQueuedId,
+      cancelQueueEdit,
       prepareResourceViewForAgentTurn,
       sendMessage,
       setSearchQuery,
     ]
   )
 
-  /** An emptied search box returns to the sources; nothing else reads the cleared query. */
-  const clearSearch = useCallback(() => setSearchQuery(''), [setSearchQuery])
+  /**
+   * A queued message re-enters the composer in the mode it was written in: an
+   * Assistant question edits as an Assistant question, and never as a Search,
+   * which submits nothing and would leave the edit stranded.
+   */
+  const restoreQueuedMode = useCallback(
+    (requestMode: QueuedMessage['requestMode']) => {
+      void setComposerMode(requestMode === 'ask' ? 'assistant' : 'build')
+    },
+    [setComposerMode]
+  )
+
+  /** An emptied search box returns to the sources; a send in any other mode has no search to clear. */
+  const clearSearch = useCallback(() => {
+    if (searchQueryValue !== null) setSearchQuery('')
+  }, [searchQueryValue, setSearchQuery])
 
   /**
    * Summarize or Answer on a result: switch to Assistant and hand the question
    * to it. The submit reads the mode from this render, so it is sent as an
-   * Assistant turn directly rather than waiting for the URL to update.
+   * Assistant turn directly rather than waiting for the URL to update, and the
+   * box is emptied as a send empties it, so the query does not linger as a
+   * draft under the answer.
    */
   const handleSummarize = (prompt: string) => {
     void setComposerMode('assistant')
     setSearchQuery('')
+    initialViewUserInputRef.current?.clear()
+    chatViewUserInputRef.current?.clear()
     handleSubmit(prompt, undefined, undefined, 'assistant')
   }
   const showSearchResults = composerMode === 'search' && searchQuery.trim().length > 0
@@ -800,6 +824,9 @@ export function Home({ chatId, userName, userId }: HomeProps) {
             messages={messages}
             isSending={isSending}
             searchResults={searchResults}
+            searchQuery={searchQuery}
+            userInputRef={chatViewUserInputRef}
+            onRestoreQueuedMode={restoreQueuedMode}
             isReconnecting={isReconnecting}
             isLoading={showChatSkeleton}
             onSubmit={handleSubmit}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/prefetch.ts b/apps/sim/app/workspace/[workspaceId]/home/prefetch.ts
index b47b000b0f1..bb634b7fd9b 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/prefetch.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/prefetch.ts
@@ -1,13 +1,21 @@
 import type { QueryClient } from '@tanstack/react-query'
+import { listKnowledgeBasesContract } from '@/lib/api/contracts/knowledge'
+import { internalSessionAuth } from '@/lib/api/server/routes'
+import { internalKnowledgePresenters } from '@/lib/knowledge/api/internal-route'
+import { listInternalKnowledgeBases } from '@/lib/knowledge/application/knowledge-bases'
 import { getWorkspaceHostContextForViewer } from '@/lib/workspaces/host-context'
 import { seedWorkspaceFiles } from '@/app/workspace/[workspaceId]/lib/seed-workspace-files'
+import { KNOWLEDGE_BASE_LIST_STALE_TIME, knowledgeKeys } from '@/hooks/queries/utils/knowledge-keys'
 
 /**
  * Prefetches what the Home surface needs on top of the workspace layout's own prefetch.
  *
  * Home reads the workspace file list on mount (resource tabs, mentions, the resource picker), so
  * the list is seeded by the routes that render Home rather than by the layout: seeding it in the
- * layout would pay for it on every workspace route, including the ones that never read it.
+ * layout would pay for it on every workspace route, including the ones that never read it. The
+ * knowledge-base list is seeded the same way, under the client hook's key and stale time: an
+ * Assistant turn attaches the searched bases at submit, and a first question typed before the
+ * list arrived would otherwise go out with nothing to search.
  *
  * The seed carries no authorization of its own, so the viewer is proved first. This reuses the
  * layout's `cache`d host-context lookup rather than re-deriving the permission, so it costs no
@@ -23,5 +31,21 @@ export async function prefetchHomeSurface(
   const hostContext = await getWorkspaceHostContextForViewer(workspaceId, userId)
   if (!hostContext) return
 
-  await seedWorkspaceFiles(queryClient, workspaceId)
+  await Promise.all([
+    seedWorkspaceFiles(queryClient, workspaceId),
+    queryClient.prefetchQuery({
+      queryKey: knowledgeKeys.list(workspaceId, 'active'),
+      queryFn: async () => {
+        const principal = await internalSessionAuth.authenticate()
+        const result = await listInternalKnowledgeBases.execute({
+          principal,
+          input: { workspaceId, scope: 'active' },
+        })
+        return listKnowledgeBasesContract.response.schema.parse(
+          internalKnowledgePresenters.list(result)
+        ).data
+      },
+      staleTime: KNOWLEDGE_BASE_LIST_STALE_TIME,
+    }),
+  ])
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/home/types.ts b/apps/sim/app/workspace/[workspaceId]/home/types.ts
index 8b106ba4ee5..778f6f5ba68 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/types.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/types.ts
@@ -25,8 +25,8 @@ export interface FileAttachmentForApi {
 
 /**
  * A request mode a send asks the agent for beyond the default. `ask` is an
- * answer drawn from the attached knowledge bases with the knowledge tool
- * alone: the server attaches no integration tools to the turn.
+ * Assistant turn: an answer drawn from the attached knowledge bases first,
+ * with a connected integration reached only when those cannot answer.
  */
 export type ChatRequestMode = 'ask'
 

From ed3d7ab3c8f9e0c51fbf509f98f15d801fd0d999 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 13:48:27 -0700
Subject: [PATCH 75/76] fix(knowledge): budget the pending ACL rewrite per run,
 and converge a racing first connect on the oldest base and connector

---
 .../knowledge/application/sim-search.test.ts  | 37 +++++++++-
 .../lib/knowledge/application/sim-search.ts   | 73 +++++++++++++------
 .../connectors/member-sync-engine.ts          | 23 +++++-
 3 files changed, 106 insertions(+), 27 deletions(-)

diff --git a/apps/sim/lib/knowledge/application/sim-search.test.ts b/apps/sim/lib/knowledge/application/sim-search.test.ts
index e1d9e7450a4..8ec011f4310 100644
--- a/apps/sim/lib/knowledge/application/sim-search.test.ts
+++ b/apps/sim/lib/knowledge/application/sim-search.test.ts
@@ -11,7 +11,9 @@ const mocks = vi.hoisted(() => ({
   resolvePermission: vi.fn(),
   isMemberAccessAvailable: vi.fn(),
   createKnowledgeBase: vi.fn(),
+  deleteKnowledgeBase: vi.fn(),
   createConnector: vi.fn(),
+  deleteConnector: vi.fn(),
   enroll: vi.fn(),
   getUserPermissionConfig: vi.fn(),
   recordAudit: vi.fn(),
@@ -53,10 +55,12 @@ vi.mock('@/lib/knowledge/access/availability', async () => {
 
 vi.mock('@/lib/knowledge/application/knowledge-bases', () => ({
   createKnowledgeBase: { execute: mocks.createKnowledgeBase },
+  deleteKnowledgeBaseOperation: { execute: mocks.deleteKnowledgeBase },
 }))
 
 vi.mock('@/lib/knowledge/application/connectors', () => ({
   createKnowledgeConnector: { execute: mocks.createConnector },
+  deleteKnowledgeConnector: { execute: mocks.deleteConnector },
 }))
 
 vi.mock('@/lib/knowledge/application/connector-access', () => ({
@@ -186,8 +190,12 @@ describe('connectSimSearchConnector', () => {
 
   it('lets an admin create the base and the connector with the setup fields, then enrolls them', async () => {
     mocks.resolvePermission.mockResolvedValue('admin')
-    queueConnectorLookups(null, null)
     queueTableRows(knowledgeBase, [])
+    queueTableRows(knowledgeBase, [{ id: 'kb-new' }])
+    queueConnectorLookups(null, null, {
+      knowledgeBaseId: 'kb-new',
+      connectorId: 'connector-new',
+    } as typeof existingConnector)
 
     const result = await connectSimSearchConnector.execute({
       principal,
@@ -198,6 +206,9 @@ describe('connectSimSearchConnector', () => {
       },
     })
 
+    expect(mocks.deleteKnowledgeBase).not.toHaveBeenCalled()
+    expect(mocks.deleteConnector).not.toHaveBeenCalled()
+
     expect(mocks.createKnowledgeBase).toHaveBeenCalledWith(
       expect.objectContaining({
         principal,
@@ -254,4 +265,28 @@ describe('connectSimSearchConnector', () => {
     expect(mocks.createConnector).not.toHaveBeenCalled()
     expect(result).toEqual({ ...existingConnector, url: 'https://sim.test/enroll/token' })
   })
+
+  it('converges on the row another instance created first and deletes its own', async () => {
+    mocks.resolvePermission.mockResolvedValue('admin')
+    queueTableRows(knowledgeBase, [])
+    queueTableRows(knowledgeBase, [{ id: existingConnector.knowledgeBaseId }])
+    queueConnectorLookups(null, null, existingConnector)
+
+    const result = await connectSimSearchConnector.execute({
+      principal,
+      input: { workspaceId: 'workspace-1', connectorType: 'google_drive' },
+    })
+
+    expect(mocks.deleteKnowledgeBase).toHaveBeenCalledWith(
+      expect.objectContaining({
+        input: expect.objectContaining({ knowledgeBaseId: 'kb-new' }),
+      })
+    )
+    expect(mocks.deleteConnector).toHaveBeenCalledWith(
+      expect.objectContaining({
+        input: expect.objectContaining({ connectorId: 'connector-new', deleteDocuments: true }),
+      })
+    )
+    expect(result).toEqual({ ...existingConnector, url: 'https://sim.test/enroll/token' })
+  })
 })
diff --git a/apps/sim/lib/knowledge/application/sim-search.ts b/apps/sim/lib/knowledge/application/sim-search.ts
index eea2f3dc116..5123723e4d1 100644
--- a/apps/sim/lib/knowledge/application/sim-search.ts
+++ b/apps/sim/lib/knowledge/application/sim-search.ts
@@ -11,12 +11,18 @@ import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { requireKnowledgeMemberAccessAvailable } from '@/lib/knowledge/access/availability'
 import { defineAuthorizedKnowledgeUseCase } from '@/lib/knowledge/application/authorized-knowledge-use-case'
 import { startKnowledgeConnectorMemberEnrollment } from '@/lib/knowledge/application/connector-access'
-import { createKnowledgeConnector } from '@/lib/knowledge/application/connectors'
+import {
+  createKnowledgeConnector,
+  deleteKnowledgeConnector,
+} from '@/lib/knowledge/application/connectors'
 import {
   type KnowledgeWorkspaceContext,
   resolveKnowledgeWorkspaceContext,
 } from '@/lib/knowledge/application/contexts'
-import { createKnowledgeBase } from '@/lib/knowledge/application/knowledge-bases'
+import {
+  createKnowledgeBase,
+  deleteKnowledgeBaseOperation,
+} from '@/lib/knowledge/application/knowledge-bases'
 import { knowledgeOperations } from '@/lib/knowledge/application/operations'
 import {
   canConnectPersonally,
@@ -154,27 +160,36 @@ export const connectSimSearchConnector = defineAuthorizedKnowledgeUseCase({
       /**
        * Concurrent first connects in this process share one creation per
        * workspace base and per source, and each re-checks before creating.
-       * Two instances can still race in the same instant; both then converge
-       * on the oldest row, which every lookup here orders by, and the stray
-       * one is inert.
+       * Two instances can still race in the same instant: every lookup here
+       * orders by the oldest row, so after creating, each re-reads and the one
+       * that finds an older row than its own deletes what it just made and
+       * converges on the older one. Nothing stray outlives the request.
        */
-      const knowledgeBaseId = await coalesceLocally(
-        `sim-search:base:${workspaceId}`,
-        async () =>
-          (await findSimSearchKnowledgeBase(workspaceId))?.id ??
-          (
-            await createKnowledgeBase.execute({
-              principal,
-              input: {
-                workspaceId,
-                name: SIM_SEARCH_KNOWLEDGE_BASE_NAME,
-                description: SIM_SEARCH_KNOWLEDGE_BASE_DESCRIPTION,
-                source: 'ui',
-              },
-              request,
-            })
-          ).knowledgeBase.id
-      )
+      const knowledgeBaseId = await coalesceLocally(`sim-search:base:${workspaceId}`, async () => {
+        const existing = await findSimSearchKnowledgeBase(workspaceId)
+        if (existing) return existing.id
+        const created = (
+          await createKnowledgeBase.execute({
+            principal,
+            input: {
+              workspaceId,
+              name: SIM_SEARCH_KNOWLEDGE_BASE_NAME,
+              description: SIM_SEARCH_KNOWLEDGE_BASE_DESCRIPTION,
+              source: 'ui',
+            },
+            request,
+          })
+        ).knowledgeBase.id
+        const oldest = (await findSimSearchKnowledgeBase(workspaceId))?.id ?? created
+        if (oldest !== created) {
+          await deleteKnowledgeBaseOperation.execute({
+            principal,
+            input: { knowledgeBaseId: created, assertedWorkspaceId: workspaceId, source: 'ui' },
+            request,
+          })
+        }
+        return oldest
+      })
       target = await coalesceLocally(
         `sim-search:connect:${workspaceId}:${input.connectorType}`,
         async () => {
@@ -193,6 +208,20 @@ export const connectSimSearchConnector = defineAuthorizedKnowledgeUseCase({
             },
             request,
           })
+          const oldest = await findSimSearchConnector(workspaceId, input.connectorType)
+          if (oldest && oldest.connectorId !== created.connector.id) {
+            await deleteKnowledgeConnector.execute({
+              principal,
+              input: {
+                connectorId: created.connector.id,
+                assertedWorkspaceId: workspaceId,
+                deleteDocuments: true,
+                source: 'ui',
+              },
+              request,
+            })
+            return oldest
+          }
           return { knowledgeBaseId, connectorId: created.connector.id }
         }
       )
diff --git a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
index c1c94cfd8e7..afda33d905f 100644
--- a/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
+++ b/apps/sim/lib/knowledge/connectors/member-sync-engine.ts
@@ -465,13 +465,17 @@ async function insertMemberSyncLog(runId: string, connectorId: string, startedAt
 /**
  * Finishes an ACL rewrite a mode switch left behind before this run lists
  * anything: every document of the connector is hidden until an observation
- * makes it visible again.
+ * makes it visible again. Bounded by the run's own budget like every other
+ * step, so a large corpus is hidden across as many runs as it takes rather
+ * than one run that never reaches a member; returns whether it finished.
  */
-async function finishPendingAccessRewrite(run: MemberSyncRun): Promise<void> {
-  await rewriteConnectorAcls(run.connectorId, EMPTY_ACL, {
+async function finishPendingAccessRewrite(run: MemberSyncRun): Promise<boolean> {
+  const finished = await rewriteConnectorAcls(run.connectorId, EMPTY_ACL, {
+    deadlineAt: run.deadlineAt,
     beforeBatch: run.lease.beatIfDue,
     lease: run.lease,
   })
+  if (!finished) return false
   await db
     .update(knowledgeConnector)
     .set({ accessRewritePending: false, updatedAt: new Date() })
@@ -481,6 +485,7 @@ async function finishPendingAccessRewrite(run: MemberSyncRun): Promise<void> {
         stillHoldsMemberSyncLock(run.connectorId, run.runId)
       )
     )
+  return true
 }
 
 interface MembershipReconciliation {
@@ -1376,7 +1381,17 @@ export async function executeMemberSync(
     }
     const sourceConfig = connector.sourceConfig as Record<string, unknown>
 
-    if (connector.accessRewritePending) await finishPendingAccessRewrite(run)
+    if (connector.accessRewritePending && !(await finishPendingAccessRewrite(run))) {
+      /** The rewrite is not done, so nothing is listed yet; the next run picks it up at once. */
+      result.membersRemaining = true
+      const landed = await completeMemberSync(run, connector.syncIntervalMinutes)
+      if (!landed) return skipped(result, 'sync_superseded')
+      logger.info('Member sync spent its budget hiding documents after a mode switch', {
+        connectorId,
+        runId,
+      })
+      return result
+    }
 
     const affectedDocumentIds = new Set<string>()
     /**

From 02bf4c751dc3088b966bcb7ea1c84c6f8ea942c4 Mon Sep 17 00:00:00 2001
From: Waleed Latif <walif6@gmail.com>
Date: Wed, 2 Sep 2026 13:50:54 -0700
Subject: [PATCH 76/76] fix(home): ground an Assistant send from the query
 cache instead of growing the page graph with a prefetch

---
 .../app/workspace/[workspaceId]/home/home.tsx | 30 +++++++++++--------
 .../workspace/[workspaceId]/home/prefetch.ts  | 28 ++---------------
 2 files changed, 20 insertions(+), 38 deletions(-)

diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index 121af751033..eb7b651a274 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -21,7 +21,6 @@ import { useQueryState, useQueryStates } from 'nuqs'
 import { usePostHog } from 'posthog-js/react'
 import { requestJson } from '@/lib/api/client/request'
 import { createWorkflowContract } from '@/lib/api/contracts'
-import type { KnowledgeBaseData } from '@/lib/api/contracts/knowledge/base'
 import {
   LandingPromptStorage,
   type LandingWorkflowSeed,
@@ -64,8 +63,9 @@ import {
   searchQueryParam,
 } from '@/app/workspace/[workspaceId]/home/search-params'
 import { useFolders } from '@/hooks/queries/folders'
-import { useKnowledgeBasesQuery } from '@/hooks/queries/kb/knowledge'
+import { fetchKnowledgeBases } from '@/hooks/queries/kb/knowledge'
 import { useMarkMothershipChatRead } from '@/hooks/queries/mothership-chats'
+import { KNOWLEDGE_BASE_LIST_STALE_TIME, knowledgeKeys } from '@/hooks/queries/utils/knowledge-keys'
 import { useWorkflows } from '@/hooks/queries/workflows'
 import { getWorkspaceFilesQueryOptions, useWorkspaceFiles } from '@/hooks/queries/workspace-files'
 import { useOAuthReturnRouter } from '@/hooks/use-oauth-return'
@@ -95,9 +95,6 @@ import type {
 
 const logger = createLogger('Home')
 
-/** Stable empty list, so a missing base list never rebuilds what reads it. */
-const EMPTY_KNOWLEDGE_BASES: KnowledgeBaseData[] = []
-
 /**
  * The resource preview panel pulls in the file-viewer stack (rich-markdown
  * editor, CSV/PDF viewers). It only renders once a chat has messages, so it is
@@ -196,10 +193,6 @@ export function Home({ chatId, userName, userId }: HomeProps) {
   useEffect(() => {
     if (searchQuery.trim() && composerMode === 'build') void setComposerMode('search')
   }, [searchQuery, composerMode, setComposerMode])
-  /** The bases an Ask turn is grounded in; read through a ref so a list refresh never rebuilds the submit handler. */
-  const { data: knowledgeBases = EMPTY_KNOWLEDGE_BASES } = useKnowledgeBasesQuery(workspaceId)
-  const knowledgeBasesRef = useRef(knowledgeBases)
-  knowledgeBasesRef.current = knowledgeBases
   const hasCheckedLandingStorageRef = useRef(false)
   const initialViewInputRef = useRef<HTMLDivElement>(null)
   const initialViewUserInputRef = useRef<UserInputHandle>(null)
@@ -477,7 +470,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
   }, [workspaceId, getCurrentRequestId, stopGeneration])
 
   const handleSubmit = useCallback(
-    (
+    async (
       text: string,
       fileAttachments?: FileAttachmentForApi[],
       contexts?: ChatContext[],
@@ -512,10 +505,22 @@ export function Home({ chatId, userName, userId }: HomeProps) {
       }
 
       prepareResourceViewForAgentTurn()
+      /**
+       * An Assistant turn is grounded in the searched bases, read from the
+       * query cache the Search panel shares: instant once loaded, and awaited
+       * the one time a question is typed before the list has arrived.
+       */
       const turnContexts = answering
         ? withSearchedKnowledgeContexts(
             contexts,
-            searchedKnowledgeBases(knowledgeBasesRef.current, workspaceId)
+            searchedKnowledgeBases(
+              await queryClient.ensureQueryData({
+                queryKey: knowledgeKeys.list(workspaceId, 'active'),
+                queryFn: ({ signal }) => fetchKnowledgeBases(workspaceId, 'active', signal),
+                staleTime: KNOWLEDGE_BASE_LIST_STALE_TIME,
+              }),
+              workspaceId
+            )
           )
         : contexts
       sendMessage(
@@ -532,6 +537,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
       editingQueuedId,
       cancelQueueEdit,
       prepareResourceViewForAgentTurn,
+      queryClient,
       sendMessage,
       setSearchQuery,
     ]
@@ -566,7 +572,7 @@ export function Home({ chatId, userName, userId }: HomeProps) {
     setSearchQuery('')
     initialViewUserInputRef.current?.clear()
     chatViewUserInputRef.current?.clear()
-    handleSubmit(prompt, undefined, undefined, 'assistant')
+    void handleSubmit(prompt, undefined, undefined, 'assistant')
   }
   const showSearchResults = composerMode === 'search' && searchQuery.trim().length > 0
   const searchResults = showSearchResults ? (
diff --git a/apps/sim/app/workspace/[workspaceId]/home/prefetch.ts b/apps/sim/app/workspace/[workspaceId]/home/prefetch.ts
index bb634b7fd9b..b47b000b0f1 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/prefetch.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/prefetch.ts
@@ -1,21 +1,13 @@
 import type { QueryClient } from '@tanstack/react-query'
-import { listKnowledgeBasesContract } from '@/lib/api/contracts/knowledge'
-import { internalSessionAuth } from '@/lib/api/server/routes'
-import { internalKnowledgePresenters } from '@/lib/knowledge/api/internal-route'
-import { listInternalKnowledgeBases } from '@/lib/knowledge/application/knowledge-bases'
 import { getWorkspaceHostContextForViewer } from '@/lib/workspaces/host-context'
 import { seedWorkspaceFiles } from '@/app/workspace/[workspaceId]/lib/seed-workspace-files'
-import { KNOWLEDGE_BASE_LIST_STALE_TIME, knowledgeKeys } from '@/hooks/queries/utils/knowledge-keys'
 
 /**
  * Prefetches what the Home surface needs on top of the workspace layout's own prefetch.
  *
  * Home reads the workspace file list on mount (resource tabs, mentions, the resource picker), so
  * the list is seeded by the routes that render Home rather than by the layout: seeding it in the
- * layout would pay for it on every workspace route, including the ones that never read it. The
- * knowledge-base list is seeded the same way, under the client hook's key and stale time: an
- * Assistant turn attaches the searched bases at submit, and a first question typed before the
- * list arrived would otherwise go out with nothing to search.
+ * layout would pay for it on every workspace route, including the ones that never read it.
  *
  * The seed carries no authorization of its own, so the viewer is proved first. This reuses the
  * layout's `cache`d host-context lookup rather than re-deriving the permission, so it costs no
@@ -31,21 +23,5 @@ export async function prefetchHomeSurface(
   const hostContext = await getWorkspaceHostContextForViewer(workspaceId, userId)
   if (!hostContext) return
 
-  await Promise.all([
-    seedWorkspaceFiles(queryClient, workspaceId),
-    queryClient.prefetchQuery({
-      queryKey: knowledgeKeys.list(workspaceId, 'active'),
-      queryFn: async () => {
-        const principal = await internalSessionAuth.authenticate()
-        const result = await listInternalKnowledgeBases.execute({
-          principal,
-          input: { workspaceId, scope: 'active' },
-        })
-        return listKnowledgeBasesContract.response.schema.parse(
-          internalKnowledgePresenters.list(result)
-        ).data
-      },
-      staleTime: KNOWLEDGE_BASE_LIST_STALE_TIME,
-    }),
-  ])
+  await seedWorkspaceFiles(queryClient, workspaceId)
 }